Pediatric News

I recently read an op-ed piece in which the author wondered if any young people entering the practice of medicine felt that they were answering a “calling.” I suspect that there will continue to be, and will always be, idealists whose primary motivation for choosing medicine is that they will be healing the sick or at least providing comfort to the suffering. I occasionally hear that about a former patient who has been inspired by a personal or familial experience with a serious illness.

Unfortunately, I suspect those who feel called are the providers most likely to feel discouraged and frustrated by the current state of primary care. Luckily, I never felt a calling. For me, primary care pediatrics was a job. One that l felt obligated to perform to the best of my ability. Mine was not a calling but an inherited philosophy that work in itself was virtuous. A work ethic, if you will. Pediatrics offered the additional reward that, if well done, it might help some parents and their children feel a little better.

Wilkoff_William_G_2_web.jpg

Fifty years ago I was not alone in treating medicine as a job. Most physicians were self-employed. Although there were exceptions like Albert Schweitzer, even those of us with a calling had to obey the basic rules of business as it applied to medicine. We were employer and employee and had to understand the critical factors of overhead, profit, and loss.

I have burdened you with this little history recitation not to suggest that things were better in the good old days, but to provide a stepping stone into the murky and uncomfortable topic of primary care physician (PCP) compensation. Because almost three quarters of you work for a hospital, health system, or corporate entity, I am going to illuminate our journey by leaning on the advice of an international company with 7000 employees and revenue of 2.5 billion dollars that considers itself a “global leader” in management consulting. Your employer is listening to some management consultant and it may help us to view your compensation from someone on their side of the table.

First, you should be aware that “most health systems lose money on their primary care operations — up to $200,000 or more per primary care physician.” This may help explain why despite being in short supply, you and most PCPs feel undervalued. However, if we are such losers, we must provide something(s) that the systems are seeking. It is likely that the system is looking to tout its ability to provide comprehensive care and demonstrate that it has a patient base broad enough to warrant attention and provide bargaining leverage on volume discounts.

The system also may want to minimize competition by absorbing the remaining PCPs in the community into their system. With you outside of the system, it had less control over your compensation than it does when you are under its umbrella.

Your employer may want to grow and feed its specialty care network, and it sees PCPs as having the fuel stored in their patient volume to do just that. In simplest and most cynical terms, the systems are willing to take a loss on us less profitable high-volume grunts in order to reap the profits of the lower-volume high-profitability specialties and subspecialties.

So that’s why you as a PCP have any value at all to a large healthcare system. But, it means that to maintain your value to the system you must continue to provide the volume it anticipates and needs. While the system may have been willing to accept some degrees of unprofitability when it hired you, there are limits. And, we shouldn’t be surprised if they continue to urge or demand that we narrow the gap between the revenue we generate and the costs that we incur, ie, our overhead.

In Part 2 of this series, I’m going to discuss the collateral damage that occurs when volume and overhead collide in an environment that claims to be committed to patient care.

Dr. Wilkoff practiced primary care pediatrics in Brunswick, Maine, for nearly 40 years. He has authored several books on behavioral pediatrics, including “How to Say No to Your Toddler.” Other than a Littman stethoscope he accepted as a first-year medical student in 1966, Dr. Wilkoff reports having nothing to disclose. Email him at pdnews@mdedge.com.

I recently read an op-ed piece in which the author wondered if any young people entering the practice of medicine felt that they were answering a “calling.” I suspect that there will continue to be, and will always be, idealists whose primary motivation for choosing medicine is that they will be healing the sick or at least providing comfort to the suffering. I occasionally hear that about a former patient who has been inspired by a personal or familial experience with a serious illness.

Unfortunately, I suspect those who feel called are the providers most likely to feel discouraged and frustrated by the current state of primary care. Luckily, I never felt a calling. For me, primary care pediatrics was a job. One that l felt obligated to perform to the best of my ability. Mine was not a calling but an inherited philosophy that work in itself was virtuous. A work ethic, if you will. Pediatrics offered the additional reward that, if well done, it might help some parents and their children feel a little better.

Wilkoff_William_G_2_web.jpg

Fifty years ago I was not alone in treating medicine as a job. Most physicians were self-employed. Although there were exceptions like Albert Schweitzer, even those of us with a calling had to obey the basic rules of business as it applied to medicine. We were employer and employee and had to understand the critical factors of overhead, profit, and loss.

I have burdened you with this little history recitation not to suggest that things were better in the good old days, but to provide a stepping stone into the murky and uncomfortable topic of primary care physician (PCP) compensation. Because almost three quarters of you work for a hospital, health system, or corporate entity, I am going to illuminate our journey by leaning on the advice of an international company with 7000 employees and revenue of 2.5 billion dollars that considers itself a “global leader” in management consulting. Your employer is listening to some management consultant and it may help us to view your compensation from someone on their side of the table.

First, you should be aware that “most health systems lose money on their primary care operations — up to $200,000 or more per primary care physician.” This may help explain why despite being in short supply, you and most PCPs feel undervalued. However, if we are such losers, we must provide something(s) that the systems are seeking. It is likely that the system is looking to tout its ability to provide comprehensive care and demonstrate that it has a patient base broad enough to warrant attention and provide bargaining leverage on volume discounts.

The system also may want to minimize competition by absorbing the remaining PCPs in the community into their system. With you outside of the system, it had less control over your compensation than it does when you are under its umbrella.

Your employer may want to grow and feed its specialty care network, and it sees PCPs as having the fuel stored in their patient volume to do just that. In simplest and most cynical terms, the systems are willing to take a loss on us less profitable high-volume grunts in order to reap the profits of the lower-volume high-profitability specialties and subspecialties.

So that’s why you as a PCP have any value at all to a large healthcare system. But, it means that to maintain your value to the system you must continue to provide the volume it anticipates and needs. While the system may have been willing to accept some degrees of unprofitability when it hired you, there are limits. And, we shouldn’t be surprised if they continue to urge or demand that we narrow the gap between the revenue we generate and the costs that we incur, ie, our overhead.

In Part 2 of this series, I’m going to discuss the collateral damage that occurs when volume and overhead collide in an environment that claims to be committed to patient care.

Dr. Wilkoff practiced primary care pediatrics in Brunswick, Maine, for nearly 40 years. He has authored several books on behavioral pediatrics, including “How to Say No to Your Toddler.” Other than a Littman stethoscope he accepted as a first-year medical student in 1966, Dr. Wilkoff reports having nothing to disclose. Email him at pdnews@mdedge.com.

I recently read an op-ed piece in which the author wondered if any young people entering the practice of medicine felt that they were answering a “calling.” I suspect that there will continue to be, and will always be, idealists whose primary motivation for choosing medicine is that they will be healing the sick or at least providing comfort to the suffering. I occasionally hear that about a former patient who has been inspired by a personal or familial experience with a serious illness.

Unfortunately, I suspect those who feel called are the providers most likely to feel discouraged and frustrated by the current state of primary care. Luckily, I never felt a calling. For me, primary care pediatrics was a job. One that l felt obligated to perform to the best of my ability. Mine was not a calling but an inherited philosophy that work in itself was virtuous. A work ethic, if you will. Pediatrics offered the additional reward that, if well done, it might help some parents and their children feel a little better.

Wilkoff_William_G_2_web.jpg

Fifty years ago I was not alone in treating medicine as a job. Most physicians were self-employed. Although there were exceptions like Albert Schweitzer, even those of us with a calling had to obey the basic rules of business as it applied to medicine. We were employer and employee and had to understand the critical factors of overhead, profit, and loss.

I have burdened you with this little history recitation not to suggest that things were better in the good old days, but to provide a stepping stone into the murky and uncomfortable topic of primary care physician (PCP) compensation. Because almost three quarters of you work for a hospital, health system, or corporate entity, I am going to illuminate our journey by leaning on the advice of an international company with 7000 employees and revenue of 2.5 billion dollars that considers itself a “global leader” in management consulting. Your employer is listening to some management consultant and it may help us to view your compensation from someone on their side of the table.

First, you should be aware that “most health systems lose money on their primary care operations — up to $200,000 or more per primary care physician.” This may help explain why despite being in short supply, you and most PCPs feel undervalued. However, if we are such losers, we must provide something(s) that the systems are seeking. It is likely that the system is looking to tout its ability to provide comprehensive care and demonstrate that it has a patient base broad enough to warrant attention and provide bargaining leverage on volume discounts.

The system also may want to minimize competition by absorbing the remaining PCPs in the community into their system. With you outside of the system, it had less control over your compensation than it does when you are under its umbrella.

Your employer may want to grow and feed its specialty care network, and it sees PCPs as having the fuel stored in their patient volume to do just that. In simplest and most cynical terms, the systems are willing to take a loss on us less profitable high-volume grunts in order to reap the profits of the lower-volume high-profitability specialties and subspecialties.

So that’s why you as a PCP have any value at all to a large healthcare system. But, it means that to maintain your value to the system you must continue to provide the volume it anticipates and needs. While the system may have been willing to accept some degrees of unprofitability when it hired you, there are limits. And, we shouldn’t be surprised if they continue to urge or demand that we narrow the gap between the revenue we generate and the costs that we incur, ie, our overhead.

In Part 2 of this series, I’m going to discuss the collateral damage that occurs when volume and overhead collide in an environment that claims to be committed to patient care.

Dr. Wilkoff practiced primary care pediatrics in Brunswick, Maine, for nearly 40 years. He has authored several books on behavioral pediatrics, including “How to Say No to Your Toddler.” Other than a Littman stethoscope he accepted as a first-year medical student in 1966, Dr. Wilkoff reports having nothing to disclose. Email him at pdnews@mdedge.com.

On April 4, Oregon’s Governor Tina Kotek signed a bill into law that officially changed the title of “physician assistants” to “physician associates” in the state. The switch is the first of its kind in the United States and comes on the heels of a decision from 2021 by the American Academy of Physician Associates (AAPA) to change the meaning of “PA” to “physician associate” from “physician assistant.”

In the Medscape Physician Assistant Career Satisfaction Report 2023, a diverse range of opinions on the title switch was reflected. Only 40% of PAs favored the name change at the time, 45% neither opposed nor favored it, and 15% opposed the name change, reflecting the complexity of the issue.

According to the AAPA, the change came about to better reflect the work PAs do in not just “assisting” physicians but in working independently with patients. Some also felt that the word “assistant” implies dependence. However, despite associate’s more accurate reflection of the job, PAs mostly remain split on whether they want the new moniker.

Many say that the name change will be confusing for the public and their patients, while others say that physician assistant was already not well understood, as patients often thought of the profession as a doctor’s helper or an assistant, like a medical assistant.

Yet many long-time PAs say that they prefer the title they’ve always had and that explaining to patients the new associate title will be equally confusing. Some mentioned patients may think they’re a business associate of the physician.

Oregon PAs won’t immediately switch to the new name. The new law takes effect on June 6, 2024. The Oregon Medical Board will establish regulations and guidance before PAs adopt the new name in their practices.

The law only changes the name of PAs in Oregon, not in other states. In fact, prematurely using the title of physician associate could subject a PA to regulatory challenges or disciplinary actions.

A version of this article appeared on Medscape.com.

On April 4, Oregon’s Governor Tina Kotek signed a bill into law that officially changed the title of “physician assistants” to “physician associates” in the state. The switch is the first of its kind in the United States and comes on the heels of a decision from 2021 by the American Academy of Physician Associates (AAPA) to change the meaning of “PA” to “physician associate” from “physician assistant.”

In the Medscape Physician Assistant Career Satisfaction Report 2023, a diverse range of opinions on the title switch was reflected. Only 40% of PAs favored the name change at the time, 45% neither opposed nor favored it, and 15% opposed the name change, reflecting the complexity of the issue.

According to the AAPA, the change came about to better reflect the work PAs do in not just “assisting” physicians but in working independently with patients. Some also felt that the word “assistant” implies dependence. However, despite associate’s more accurate reflection of the job, PAs mostly remain split on whether they want the new moniker.

Many say that the name change will be confusing for the public and their patients, while others say that physician assistant was already not well understood, as patients often thought of the profession as a doctor’s helper or an assistant, like a medical assistant.

Yet many long-time PAs say that they prefer the title they’ve always had and that explaining to patients the new associate title will be equally confusing. Some mentioned patients may think they’re a business associate of the physician.

Oregon PAs won’t immediately switch to the new name. The new law takes effect on June 6, 2024. The Oregon Medical Board will establish regulations and guidance before PAs adopt the new name in their practices.

The law only changes the name of PAs in Oregon, not in other states. In fact, prematurely using the title of physician associate could subject a PA to regulatory challenges or disciplinary actions.

A version of this article appeared on Medscape.com.

On April 4, Oregon’s Governor Tina Kotek signed a bill into law that officially changed the title of “physician assistants” to “physician associates” in the state. The switch is the first of its kind in the United States and comes on the heels of a decision from 2021 by the American Academy of Physician Associates (AAPA) to change the meaning of “PA” to “physician associate” from “physician assistant.”

In the Medscape Physician Assistant Career Satisfaction Report 2023, a diverse range of opinions on the title switch was reflected. Only 40% of PAs favored the name change at the time, 45% neither opposed nor favored it, and 15% opposed the name change, reflecting the complexity of the issue.

According to the AAPA, the change came about to better reflect the work PAs do in not just “assisting” physicians but in working independently with patients. Some also felt that the word “assistant” implies dependence. However, despite associate’s more accurate reflection of the job, PAs mostly remain split on whether they want the new moniker.

Many say that the name change will be confusing for the public and their patients, while others say that physician assistant was already not well understood, as patients often thought of the profession as a doctor’s helper or an assistant, like a medical assistant.

Yet many long-time PAs say that they prefer the title they’ve always had and that explaining to patients the new associate title will be equally confusing. Some mentioned patients may think they’re a business associate of the physician.

Oregon PAs won’t immediately switch to the new name. The new law takes effect on June 6, 2024. The Oregon Medical Board will establish regulations and guidance before PAs adopt the new name in their practices.

The law only changes the name of PAs in Oregon, not in other states. In fact, prematurely using the title of physician associate could subject a PA to regulatory challenges or disciplinary actions.

A version of this article appeared on Medscape.com.

Children with growth hormone deficiency (GHD) have differences in gut microbiota and microbial metabolites from both individuals with idiopathic short stature (ISS) and healthy controls, suggesting an interaction with growth hormone levels, said Chinese researchers.

The research, published recently in Pediatric Research, involved more than 80 children and showed that those with GHD had alterations in microbial populations that have been linked to longevity, as well as a microbial and metabolite signature that allowed accurate discrimination from ISS.

“These findings provide novel insights into potential early diagnosis and innovative treatment alternatives, such as fecal microbiota transplantation, for short stature with varying growth hormone levels,” the authors wrote.

Andrew Dauber, MD, MMSc, chief of endocrinology, Children’s National Hospital, Washington, who was not involved in the study, said that while this is “a really interesting area of research,” he expressed “hesitancy about getting too excited about this data yet.”

“One of the problems is how you define growth hormone deficiency,” as it is “not a black and white diagnosis,” and the etiology and child’s growth trajectory also need to be considered, Dr. Dauber told said.

He explained: “The problem is that, when you rely on the growth hormone stimulation test alone, there’s so many false positives and so much overlap between patients with true growth hormone deficiency and those without. And I think that this article fell prey to that.”

He added: “It would be really, really interesting and helpful to have a microbiome signature that allows you to distinguish between true growth hormone deficiency and patients with idiopathic short stature.”

“But you have to make sure that your groups are very well defined for this study to be really valid. And that’s one of my concerns here.”

Dr. Dauber continued: “Now, that being said, they did find some associations that correlated with growth hormone peak levels,” some which replicate previous findings, “so I do think that there are kernels of important findings here.”
 

‘Tease Out Influences’ to Isolate the Interaction

He pointed out that there are “many factors that influence the microbiome,” such as the use of antibiotics, diet, age, and geographic location. Therefore, a study that could truly tease out all these influences and isolate the interaction with growth hormone levels would need to be “very thoughtfully designed.”

A number of factors contribute to short stature, lead author Lan Li, MD, Department of Radiology, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, China, and colleagues.

These include genetic factors, environmental factors, and conditions such as being small for gestational age at birth, familial short stature, and chronic systemic diseases, as well as GHD and ISS.

Recent animal studies have suggested that there may be a bidirectional relationship between the gut microbiota and the growth hormone/insulin-like growth factor 1 axis, and it has been shown that individuals with GHD have significant alterations in their gut microbiota compared with healthy controls.

To investigate, they studied 36 children diagnosed with GHD, 32 with ISS, and 16 age- and sex-matched healthy controls, all of whom were recruited between February 2019 and June 2021 from the Pediatric Endocrinology Department of The Second Affiliated Hospital of Wenzhou Medical University.

Fecal samples obtained from the children underwent microbiome analysis using 16S ribosomal RNA gene sequencing, alongside nuclear MRI analysis of the metabolome, or the entire complement of small molecules in the samples.

Patients with GHD had a significantly higher body mass index than those with ISS (P < .05), and their peak growth hormone level was significantly lower (P < .001). Patients with GHD also had significantly higher total cholesterol and low-density lipoprotein cholesterol levels than patients with ISS (P < .05).

The team reports that the alpha diversity of the fecal microbiome, which measures the microbial diversity within a fecal sample, was similar between the three groups.

However, there was significant variation between the groups in the beta diversity, which quantifies the similarity or dissimilarity between two samples, and allows the overall taxonomic or functional diversity pattern to be linked to environmental features.

Compared with the healthy control group, the abundance of Pelomonas, Rodentibacter, and Rothia was significantly decreased in GHD and patients with ISS, while the abundance of Prevotellaceae_NK3B31_group was increased in the two patient groups, particularly in those with GHD.

In addition, the researchers found a decreased Firmicutes/Bacteroidota (F/B) ratio in participants with short stature, particularly in the GHD group. They noted that “emerging evidence suggests the F/B ratio may play a role in longevity.”

Nocardioides was substantially more common in the ISS group vs both patients with GHD and healthy controls, while Fusobacterium mortiferum was characteristic of GHD. The team suggests this “may serve as a critical intestinal factor contributing to the short stature observed in GHD.”

The metabolome analysis revealed that glucose, pyruvate, and pyrimidine metabolism may also play a significant role in distinguishing between patients with GHD and ISS and healthy control groups.

Finally, the team demonstrated that a panel combining 13 microbiome and metabolome markers was able to discriminate between GHD and ISS at an area under the receiver operating characteristic curve of 0.945, with a sensitivity of 87% and a specificity of 91%.

The study was supported by grants from the National Natural Science Foundation of China and Wenzhou Science and Technology Bureau in China. No relevant financial relationships were declared.
 

A version of this article appeared on Medscape.com.

Children with growth hormone deficiency (GHD) have differences in gut microbiota and microbial metabolites from both individuals with idiopathic short stature (ISS) and healthy controls, suggesting an interaction with growth hormone levels, said Chinese researchers.

The research, published recently in Pediatric Research, involved more than 80 children and showed that those with GHD had alterations in microbial populations that have been linked to longevity, as well as a microbial and metabolite signature that allowed accurate discrimination from ISS.

“These findings provide novel insights into potential early diagnosis and innovative treatment alternatives, such as fecal microbiota transplantation, for short stature with varying growth hormone levels,” the authors wrote.

Andrew Dauber, MD, MMSc, chief of endocrinology, Children’s National Hospital, Washington, who was not involved in the study, said that while this is “a really interesting area of research,” he expressed “hesitancy about getting too excited about this data yet.”

“One of the problems is how you define growth hormone deficiency,” as it is “not a black and white diagnosis,” and the etiology and child’s growth trajectory also need to be considered, Dr. Dauber told said.

He explained: “The problem is that, when you rely on the growth hormone stimulation test alone, there’s so many false positives and so much overlap between patients with true growth hormone deficiency and those without. And I think that this article fell prey to that.”

He added: “It would be really, really interesting and helpful to have a microbiome signature that allows you to distinguish between true growth hormone deficiency and patients with idiopathic short stature.”

“But you have to make sure that your groups are very well defined for this study to be really valid. And that’s one of my concerns here.”

Dr. Dauber continued: “Now, that being said, they did find some associations that correlated with growth hormone peak levels,” some which replicate previous findings, “so I do think that there are kernels of important findings here.”
 

‘Tease Out Influences’ to Isolate the Interaction

He pointed out that there are “many factors that influence the microbiome,” such as the use of antibiotics, diet, age, and geographic location. Therefore, a study that could truly tease out all these influences and isolate the interaction with growth hormone levels would need to be “very thoughtfully designed.”

A number of factors contribute to short stature, lead author Lan Li, MD, Department of Radiology, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, China, and colleagues.

These include genetic factors, environmental factors, and conditions such as being small for gestational age at birth, familial short stature, and chronic systemic diseases, as well as GHD and ISS.

Recent animal studies have suggested that there may be a bidirectional relationship between the gut microbiota and the growth hormone/insulin-like growth factor 1 axis, and it has been shown that individuals with GHD have significant alterations in their gut microbiota compared with healthy controls.

To investigate, they studied 36 children diagnosed with GHD, 32 with ISS, and 16 age- and sex-matched healthy controls, all of whom were recruited between February 2019 and June 2021 from the Pediatric Endocrinology Department of The Second Affiliated Hospital of Wenzhou Medical University.

Fecal samples obtained from the children underwent microbiome analysis using 16S ribosomal RNA gene sequencing, alongside nuclear MRI analysis of the metabolome, or the entire complement of small molecules in the samples.

Patients with GHD had a significantly higher body mass index than those with ISS (P < .05), and their peak growth hormone level was significantly lower (P < .001). Patients with GHD also had significantly higher total cholesterol and low-density lipoprotein cholesterol levels than patients with ISS (P < .05).

The team reports that the alpha diversity of the fecal microbiome, which measures the microbial diversity within a fecal sample, was similar between the three groups.

However, there was significant variation between the groups in the beta diversity, which quantifies the similarity or dissimilarity between two samples, and allows the overall taxonomic or functional diversity pattern to be linked to environmental features.

Compared with the healthy control group, the abundance of Pelomonas, Rodentibacter, and Rothia was significantly decreased in GHD and patients with ISS, while the abundance of Prevotellaceae_NK3B31_group was increased in the two patient groups, particularly in those with GHD.

In addition, the researchers found a decreased Firmicutes/Bacteroidota (F/B) ratio in participants with short stature, particularly in the GHD group. They noted that “emerging evidence suggests the F/B ratio may play a role in longevity.”

Nocardioides was substantially more common in the ISS group vs both patients with GHD and healthy controls, while Fusobacterium mortiferum was characteristic of GHD. The team suggests this “may serve as a critical intestinal factor contributing to the short stature observed in GHD.”

The metabolome analysis revealed that glucose, pyruvate, and pyrimidine metabolism may also play a significant role in distinguishing between patients with GHD and ISS and healthy control groups.

Finally, the team demonstrated that a panel combining 13 microbiome and metabolome markers was able to discriminate between GHD and ISS at an area under the receiver operating characteristic curve of 0.945, with a sensitivity of 87% and a specificity of 91%.

The study was supported by grants from the National Natural Science Foundation of China and Wenzhou Science and Technology Bureau in China. No relevant financial relationships were declared.
 

A version of this article appeared on Medscape.com.

Children with growth hormone deficiency (GHD) have differences in gut microbiota and microbial metabolites from both individuals with idiopathic short stature (ISS) and healthy controls, suggesting an interaction with growth hormone levels, said Chinese researchers.

The research, published recently in Pediatric Research, involved more than 80 children and showed that those with GHD had alterations in microbial populations that have been linked to longevity, as well as a microbial and metabolite signature that allowed accurate discrimination from ISS.

“These findings provide novel insights into potential early diagnosis and innovative treatment alternatives, such as fecal microbiota transplantation, for short stature with varying growth hormone levels,” the authors wrote.

Andrew Dauber, MD, MMSc, chief of endocrinology, Children’s National Hospital, Washington, who was not involved in the study, said that while this is “a really interesting area of research,” he expressed “hesitancy about getting too excited about this data yet.”

“One of the problems is how you define growth hormone deficiency,” as it is “not a black and white diagnosis,” and the etiology and child’s growth trajectory also need to be considered, Dr. Dauber told said.

He explained: “The problem is that, when you rely on the growth hormone stimulation test alone, there’s so many false positives and so much overlap between patients with true growth hormone deficiency and those without. And I think that this article fell prey to that.”

He added: “It would be really, really interesting and helpful to have a microbiome signature that allows you to distinguish between true growth hormone deficiency and patients with idiopathic short stature.”

“But you have to make sure that your groups are very well defined for this study to be really valid. And that’s one of my concerns here.”

Dr. Dauber continued: “Now, that being said, they did find some associations that correlated with growth hormone peak levels,” some which replicate previous findings, “so I do think that there are kernels of important findings here.”
 

‘Tease Out Influences’ to Isolate the Interaction

He pointed out that there are “many factors that influence the microbiome,” such as the use of antibiotics, diet, age, and geographic location. Therefore, a study that could truly tease out all these influences and isolate the interaction with growth hormone levels would need to be “very thoughtfully designed.”

A number of factors contribute to short stature, lead author Lan Li, MD, Department of Radiology, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, China, and colleagues.

These include genetic factors, environmental factors, and conditions such as being small for gestational age at birth, familial short stature, and chronic systemic diseases, as well as GHD and ISS.

Recent animal studies have suggested that there may be a bidirectional relationship between the gut microbiota and the growth hormone/insulin-like growth factor 1 axis, and it has been shown that individuals with GHD have significant alterations in their gut microbiota compared with healthy controls.

To investigate, they studied 36 children diagnosed with GHD, 32 with ISS, and 16 age- and sex-matched healthy controls, all of whom were recruited between February 2019 and June 2021 from the Pediatric Endocrinology Department of The Second Affiliated Hospital of Wenzhou Medical University.

Fecal samples obtained from the children underwent microbiome analysis using 16S ribosomal RNA gene sequencing, alongside nuclear MRI analysis of the metabolome, or the entire complement of small molecules in the samples.

Patients with GHD had a significantly higher body mass index than those with ISS (P < .05), and their peak growth hormone level was significantly lower (P < .001). Patients with GHD also had significantly higher total cholesterol and low-density lipoprotein cholesterol levels than patients with ISS (P < .05).

The team reports that the alpha diversity of the fecal microbiome, which measures the microbial diversity within a fecal sample, was similar between the three groups.

However, there was significant variation between the groups in the beta diversity, which quantifies the similarity or dissimilarity between two samples, and allows the overall taxonomic or functional diversity pattern to be linked to environmental features.

Compared with the healthy control group, the abundance of Pelomonas, Rodentibacter, and Rothia was significantly decreased in GHD and patients with ISS, while the abundance of Prevotellaceae_NK3B31_group was increased in the two patient groups, particularly in those with GHD.

In addition, the researchers found a decreased Firmicutes/Bacteroidota (F/B) ratio in participants with short stature, particularly in the GHD group. They noted that “emerging evidence suggests the F/B ratio may play a role in longevity.”

Nocardioides was substantially more common in the ISS group vs both patients with GHD and healthy controls, while Fusobacterium mortiferum was characteristic of GHD. The team suggests this “may serve as a critical intestinal factor contributing to the short stature observed in GHD.”

The metabolome analysis revealed that glucose, pyruvate, and pyrimidine metabolism may also play a significant role in distinguishing between patients with GHD and ISS and healthy control groups.

Finally, the team demonstrated that a panel combining 13 microbiome and metabolome markers was able to discriminate between GHD and ISS at an area under the receiver operating characteristic curve of 0.945, with a sensitivity of 87% and a specificity of 91%.

The study was supported by grants from the National Natural Science Foundation of China and Wenzhou Science and Technology Bureau in China. No relevant financial relationships were declared.
 

A version of this article appeared on Medscape.com.

Safe to say that anyone undertaking the physician journey does so with intense motivation and book smarts. Still, it can be incredibly hard to stand out. Everyone’s a go-getter, but what’s the X factor?

We asked five veteran doctors who have supervised scores of young medical professionals over the years to tell us about that one person who impressed the hell out of them — what they did, why it made them game changers, and what every doctor can learn from them. Here’s what they said ...
 

Lesson #1: Never Be Scared to Ask

Brien Barnewolt, MD, chairman and chief of the Department of Emergency Medicine at Tufts Medical Center, was very much surprised when a resident named Scott G. Weiner did something unexpected: Go after a job in the fall of his junior year residency instead of following the typical senior year trajectory.

“It’s very unusual for a trainee to apply for a job virtually a year ahead of schedule. But he knew what he wanted,” said Dr. Barnewolt. “I’d never had anybody come to me in that same scenario, and I’ve been doing this a long time.”

Under normal circumstances it would’ve been easy for Dr. Barnewolt to say no. But the unexpected request made him and his colleagues take a closer look, and they were impressed with Dr. Weiner’s skills. That, paired with his ambition and demeanor, compelled them to offer him an early job. But there’s more.

As the next year approached, Dr. Weiner explained he had an opportunity to work in emergency medicine in Tuscany and asked if he could take a 1-year delayed start for the position he applied a year early for.

The department held his position, and upon his return, Dr. Weiner made a lasting impact at Tufts before eventually moving on. “He outgrew us, which is nice to see,” Dr. Barnewolt said. (Dr. Weiner is currently McGraw Distinguished Chair in Emergency Medicine at Brigham and Women’s Hospital and associate professor at Harvard Medical School.)

Bottom line: Why did Dr. Barnewolt and his colleagues do so much to accommodate a young candidate? Yes, Dr. Weiner was talented, but he was also up-front about his ambitions from the get-go. Dr. Barnewolt said that kind of initiative can only be looked at positively.

“My advice would be, if you see an opportunity or a potential place where you might want to work, put out those feelers, start those conversations,” he said. “It’s not too early, especially in certain specialties, where the job market is very tight. Then, when circumstances change, be open about it and have that conversation. The worst that somebody can say is no, so it never hurts to be honest and open about where you want to go and what you want to be.”
 

Lesson #2: Chase Your Passion ‘Relentlessly’

Vance G. Fowler, MD, MHS, an infectious disease specialist at Duke University School of Medicine, runs a laboratory that researches methicillin-resistant Staphylococcus aureus (MRSA). Over the years, he’s mentored many doctors but understands the ambitions of young trainees don’t always align with the little free time that they have. “Many of them drop away when you give them a [side] project,” he said.

So when Tori Kinamon asked him to work on an MRSA project — in her first year — he gave her one that focused on researching vertebral osteomyelitis, a bone infection that can coincide with S aureus. What Dr. Fowler didn’t know: Kinamon (now MD) had been a competitive gymnast at Brown and battled her own life-threatening infection with MRSA.

“To my absolute astonishment, not only did she stick to it, but she was able to compile a presentation on the science and gave an oral presentation within a year of walking in the door,” said Dr. Fowler.

She went on to lead an initiative between the National Institutes of Health and US Food and Drug Administration to create endpoints for clinical drug trials, all of which occurred before starting her residency, which she’s about to embark upon.

Dr. Kinamon’s a good example, he said, of what happens when you add genuine passion to book smarts. Those who do always stand out because you can’t fake that. “Find your passion, and then chase it down relentlessly,” he said. “Once you’ve found your passion, things get easy because it stops being work and it starts being something else.”

If you haven’t identified a focus area, Dr. Fowler said to “be agnostic and observant. Keep your eyes open and your options open because you may surprise yourself. It may turn out that you end up liking something a whole lot more than you thought you did.”
 

Lesson #3: When You Say You’ve Always Wanted to Do Something, Do Something

As the chief of pulmonary and critical care medicine at the Northwestern Medicine Canning Thoracic Institute, Scott Budinger, MD, often hears lip service from doctors who want to put their skills to use in their local communities. One of his students actually did it. 

Justin Fiala, MD, a pulmonary, critical care, and sleep specialist at Northwestern Medicine, joined Northwestern as a pulmonary fellow with a big interest in addressing health equity issues.

Dr. Fiala began volunteering with CommunityHealth during his fellowship and saw that many patients of the free Chicago-area clinic needed help with sleep disorders. He launched the organization’s first sleep clinic and its Patient-Centered Apnea Protocols Initiative.

“He developed a plan with some of the partners of the sleep apnea equipment to do home sleep testing for these patients that’s free of cost,” said Dr. Budinger.

Dr. Fiala goes in on Saturdays and runs a free clinic conducting sleep studies for patients and outfits them with devices that they need to improve their conditions, said Dr. Budinger.

“And these patients are the severest of the severe patients,” he said. “These are people that have severe sleep apnea that are driving around the roads, oftentimes don’t have insurance because they’re also precluded from having auto insurance. So, this is really something that not just benefits these patients but benefits our whole community.”

The fact that Dr. Fiala followed through on something that all doctors aspire to do — and in the middle of a very busy training program — is something that Dr. Budinger said makes him stand out in a big way.

“If you talk to any of our trainees or young faculty, everybody’s interested in addressing the issue of health disparities,” said Dr. Budinger. “Justin looked at that and said, ‘Well, you know, I’m not interested in talking about it. What can I do about this problem? And how can I actually get boots on the ground and help?’ That requires a big activation energy that many people don’t have.”
 

Lesson #4: Be a People-Person and a Patient-Person

When hiring employees at American Family Care in Portland, Oregon, Andrew Miller, MD, director of provider training, is always on the lookout for young MDs with emotional intelligence and a good bedside manner. He has been recently blown away, however, by a young physician’s assistant named Joseph Van Bindsbergen, PA-C, who was described as “all-around wonderful” during his reference check.

“Having less than 6 months of experience out of school, he is our highest ranked provider, whether it’s a nurse practitioner, PA, or doctor, in terms of patient satisfaction,” said Dr. Miller. The young PA has an “unprecedented perfect score” on his NPS rating.

Why? Patients said they’ve never felt as heard as they felt with Van Bindsbergen.

“That’s the thing I think that the up-and-coming providers should be focusing on is making your patients feel heard,” explained Dr. Miller. Van Bindsbergen is great at building rapport with a patient, whether they are 6 or 96. “He doesn’t just ask about sore throat symptoms. He asks, ‘what is the impact on your life of the sore throat? How does it affect your family or your work? What do you think this could be besides just strep? What are your concerns?’ ”

Dr. Miller said the magic of Van Bindsbergen is that he has an innate ability to look at patients “not just as a diagnosis but as a person, which they love.”
 

Lesson #5: Remember to Make That Difference With Each Patient

Doctors are used to swooping in and seeing a patient, ordering further testing if needed, and then moving on to the next patient. But one young intern at the start of his medical career broke this mold by giving a very anxious patient some much-needed support.

“There was a resident who was working overnight, and this poor young woman came in who had a new diagnosis of an advanced illness and a lot of anxiety around her condition, the newness of it, and the impact this is going to have on her family and her life,” said Elizabeth Horn Prsic, MD, assistant professor at Yale School of Medicine and firm chief for medical oncology and the director of Adult Inpatient Palliative Care.

Dr. Prsic found out the next morning that this trainee accompanied the patient to the MRI and held her hand as much as he was allowed to throughout the entire experience. “I was like, ‘wait you went down with her to radiology?’ And he’s like, ‘Yes, I was there the whole time,’ ” she recalled.

This gesture not only helped the patient feel calmer after receiving a potentially life-altering diagnosis but also helped ensure the test results were as clear as possible.

“If the study is not done well and a patient is moving or uncomfortable, it has to be stopped early or paused,” said Dr. Prsic. “Then the study is not very useful. In situations like these, medical decisions may be made based on imperfect data. The fact that we had this full complete good quality scan helped us get the care that she needed in a much timelier manner to help her and to move along the care that she that was medically appropriate for her.”

Dr. Prsic got emotional reflecting on the experience. Working at Yale, she saw a ton of intelligent doctors come through the ranks. But this gesture, she said, should serve as a reminder that “you don’t need to be the smartest person in the room to just be there for a patient. It was pure empathic presence and human connection. It gave me hope in the next generation of physicians.”
 

A version of this article appeared on Medscape.com.

Safe to say that anyone undertaking the physician journey does so with intense motivation and book smarts. Still, it can be incredibly hard to stand out. Everyone’s a go-getter, but what’s the X factor?

We asked five veteran doctors who have supervised scores of young medical professionals over the years to tell us about that one person who impressed the hell out of them — what they did, why it made them game changers, and what every doctor can learn from them. Here’s what they said ...
 

Lesson #1: Never Be Scared to Ask

Brien Barnewolt, MD, chairman and chief of the Department of Emergency Medicine at Tufts Medical Center, was very much surprised when a resident named Scott G. Weiner did something unexpected: Go after a job in the fall of his junior year residency instead of following the typical senior year trajectory.

“It’s very unusual for a trainee to apply for a job virtually a year ahead of schedule. But he knew what he wanted,” said Dr. Barnewolt. “I’d never had anybody come to me in that same scenario, and I’ve been doing this a long time.”

Under normal circumstances it would’ve been easy for Dr. Barnewolt to say no. But the unexpected request made him and his colleagues take a closer look, and they were impressed with Dr. Weiner’s skills. That, paired with his ambition and demeanor, compelled them to offer him an early job. But there’s more.

As the next year approached, Dr. Weiner explained he had an opportunity to work in emergency medicine in Tuscany and asked if he could take a 1-year delayed start for the position he applied a year early for.

The department held his position, and upon his return, Dr. Weiner made a lasting impact at Tufts before eventually moving on. “He outgrew us, which is nice to see,” Dr. Barnewolt said. (Dr. Weiner is currently McGraw Distinguished Chair in Emergency Medicine at Brigham and Women’s Hospital and associate professor at Harvard Medical School.)

Bottom line: Why did Dr. Barnewolt and his colleagues do so much to accommodate a young candidate? Yes, Dr. Weiner was talented, but he was also up-front about his ambitions from the get-go. Dr. Barnewolt said that kind of initiative can only be looked at positively.

“My advice would be, if you see an opportunity or a potential place where you might want to work, put out those feelers, start those conversations,” he said. “It’s not too early, especially in certain specialties, where the job market is very tight. Then, when circumstances change, be open about it and have that conversation. The worst that somebody can say is no, so it never hurts to be honest and open about where you want to go and what you want to be.”
 

Lesson #2: Chase Your Passion ‘Relentlessly’

Vance G. Fowler, MD, MHS, an infectious disease specialist at Duke University School of Medicine, runs a laboratory that researches methicillin-resistant Staphylococcus aureus (MRSA). Over the years, he’s mentored many doctors but understands the ambitions of young trainees don’t always align with the little free time that they have. “Many of them drop away when you give them a [side] project,” he said.

So when Tori Kinamon asked him to work on an MRSA project — in her first year — he gave her one that focused on researching vertebral osteomyelitis, a bone infection that can coincide with S aureus. What Dr. Fowler didn’t know: Kinamon (now MD) had been a competitive gymnast at Brown and battled her own life-threatening infection with MRSA.

“To my absolute astonishment, not only did she stick to it, but she was able to compile a presentation on the science and gave an oral presentation within a year of walking in the door,” said Dr. Fowler.

She went on to lead an initiative between the National Institutes of Health and US Food and Drug Administration to create endpoints for clinical drug trials, all of which occurred before starting her residency, which she’s about to embark upon.

Dr. Kinamon’s a good example, he said, of what happens when you add genuine passion to book smarts. Those who do always stand out because you can’t fake that. “Find your passion, and then chase it down relentlessly,” he said. “Once you’ve found your passion, things get easy because it stops being work and it starts being something else.”

If you haven’t identified a focus area, Dr. Fowler said to “be agnostic and observant. Keep your eyes open and your options open because you may surprise yourself. It may turn out that you end up liking something a whole lot more than you thought you did.”
 

Lesson #3: When You Say You’ve Always Wanted to Do Something, Do Something

As the chief of pulmonary and critical care medicine at the Northwestern Medicine Canning Thoracic Institute, Scott Budinger, MD, often hears lip service from doctors who want to put their skills to use in their local communities. One of his students actually did it. 

Justin Fiala, MD, a pulmonary, critical care, and sleep specialist at Northwestern Medicine, joined Northwestern as a pulmonary fellow with a big interest in addressing health equity issues.

Dr. Fiala began volunteering with CommunityHealth during his fellowship and saw that many patients of the free Chicago-area clinic needed help with sleep disorders. He launched the organization’s first sleep clinic and its Patient-Centered Apnea Protocols Initiative.

“He developed a plan with some of the partners of the sleep apnea equipment to do home sleep testing for these patients that’s free of cost,” said Dr. Budinger.

Dr. Fiala goes in on Saturdays and runs a free clinic conducting sleep studies for patients and outfits them with devices that they need to improve their conditions, said Dr. Budinger.

“And these patients are the severest of the severe patients,” he said. “These are people that have severe sleep apnea that are driving around the roads, oftentimes don’t have insurance because they’re also precluded from having auto insurance. So, this is really something that not just benefits these patients but benefits our whole community.”

The fact that Dr. Fiala followed through on something that all doctors aspire to do — and in the middle of a very busy training program — is something that Dr. Budinger said makes him stand out in a big way.

“If you talk to any of our trainees or young faculty, everybody’s interested in addressing the issue of health disparities,” said Dr. Budinger. “Justin looked at that and said, ‘Well, you know, I’m not interested in talking about it. What can I do about this problem? And how can I actually get boots on the ground and help?’ That requires a big activation energy that many people don’t have.”
 

Lesson #4: Be a People-Person and a Patient-Person

When hiring employees at American Family Care in Portland, Oregon, Andrew Miller, MD, director of provider training, is always on the lookout for young MDs with emotional intelligence and a good bedside manner. He has been recently blown away, however, by a young physician’s assistant named Joseph Van Bindsbergen, PA-C, who was described as “all-around wonderful” during his reference check.

“Having less than 6 months of experience out of school, he is our highest ranked provider, whether it’s a nurse practitioner, PA, or doctor, in terms of patient satisfaction,” said Dr. Miller. The young PA has an “unprecedented perfect score” on his NPS rating.

Why? Patients said they’ve never felt as heard as they felt with Van Bindsbergen.

“That’s the thing I think that the up-and-coming providers should be focusing on is making your patients feel heard,” explained Dr. Miller. Van Bindsbergen is great at building rapport with a patient, whether they are 6 or 96. “He doesn’t just ask about sore throat symptoms. He asks, ‘what is the impact on your life of the sore throat? How does it affect your family or your work? What do you think this could be besides just strep? What are your concerns?’ ”

Dr. Miller said the magic of Van Bindsbergen is that he has an innate ability to look at patients “not just as a diagnosis but as a person, which they love.”
 

Lesson #5: Remember to Make That Difference With Each Patient

Doctors are used to swooping in and seeing a patient, ordering further testing if needed, and then moving on to the next patient. But one young intern at the start of his medical career broke this mold by giving a very anxious patient some much-needed support.

“There was a resident who was working overnight, and this poor young woman came in who had a new diagnosis of an advanced illness and a lot of anxiety around her condition, the newness of it, and the impact this is going to have on her family and her life,” said Elizabeth Horn Prsic, MD, assistant professor at Yale School of Medicine and firm chief for medical oncology and the director of Adult Inpatient Palliative Care.

Dr. Prsic found out the next morning that this trainee accompanied the patient to the MRI and held her hand as much as he was allowed to throughout the entire experience. “I was like, ‘wait you went down with her to radiology?’ And he’s like, ‘Yes, I was there the whole time,’ ” she recalled.

This gesture not only helped the patient feel calmer after receiving a potentially life-altering diagnosis but also helped ensure the test results were as clear as possible.

“If the study is not done well and a patient is moving or uncomfortable, it has to be stopped early or paused,” said Dr. Prsic. “Then the study is not very useful. In situations like these, medical decisions may be made based on imperfect data. The fact that we had this full complete good quality scan helped us get the care that she needed in a much timelier manner to help her and to move along the care that she that was medically appropriate for her.”

Dr. Prsic got emotional reflecting on the experience. Working at Yale, she saw a ton of intelligent doctors come through the ranks. But this gesture, she said, should serve as a reminder that “you don’t need to be the smartest person in the room to just be there for a patient. It was pure empathic presence and human connection. It gave me hope in the next generation of physicians.”
 

A version of this article appeared on Medscape.com.

Safe to say that anyone undertaking the physician journey does so with intense motivation and book smarts. Still, it can be incredibly hard to stand out. Everyone’s a go-getter, but what’s the X factor?

We asked five veteran doctors who have supervised scores of young medical professionals over the years to tell us about that one person who impressed the hell out of them — what they did, why it made them game changers, and what every doctor can learn from them. Here’s what they said ...
 

Lesson #1: Never Be Scared to Ask

Brien Barnewolt, MD, chairman and chief of the Department of Emergency Medicine at Tufts Medical Center, was very much surprised when a resident named Scott G. Weiner did something unexpected: Go after a job in the fall of his junior year residency instead of following the typical senior year trajectory.

“It’s very unusual for a trainee to apply for a job virtually a year ahead of schedule. But he knew what he wanted,” said Dr. Barnewolt. “I’d never had anybody come to me in that same scenario, and I’ve been doing this a long time.”

Under normal circumstances it would’ve been easy for Dr. Barnewolt to say no. But the unexpected request made him and his colleagues take a closer look, and they were impressed with Dr. Weiner’s skills. That, paired with his ambition and demeanor, compelled them to offer him an early job. But there’s more.

As the next year approached, Dr. Weiner explained he had an opportunity to work in emergency medicine in Tuscany and asked if he could take a 1-year delayed start for the position he applied a year early for.

The department held his position, and upon his return, Dr. Weiner made a lasting impact at Tufts before eventually moving on. “He outgrew us, which is nice to see,” Dr. Barnewolt said. (Dr. Weiner is currently McGraw Distinguished Chair in Emergency Medicine at Brigham and Women’s Hospital and associate professor at Harvard Medical School.)

Bottom line: Why did Dr. Barnewolt and his colleagues do so much to accommodate a young candidate? Yes, Dr. Weiner was talented, but he was also up-front about his ambitions from the get-go. Dr. Barnewolt said that kind of initiative can only be looked at positively.

“My advice would be, if you see an opportunity or a potential place where you might want to work, put out those feelers, start those conversations,” he said. “It’s not too early, especially in certain specialties, where the job market is very tight. Then, when circumstances change, be open about it and have that conversation. The worst that somebody can say is no, so it never hurts to be honest and open about where you want to go and what you want to be.”
 

Lesson #2: Chase Your Passion ‘Relentlessly’

Vance G. Fowler, MD, MHS, an infectious disease specialist at Duke University School of Medicine, runs a laboratory that researches methicillin-resistant Staphylococcus aureus (MRSA). Over the years, he’s mentored many doctors but understands the ambitions of young trainees don’t always align with the little free time that they have. “Many of them drop away when you give them a [side] project,” he said.

So when Tori Kinamon asked him to work on an MRSA project — in her first year — he gave her one that focused on researching vertebral osteomyelitis, a bone infection that can coincide with S aureus. What Dr. Fowler didn’t know: Kinamon (now MD) had been a competitive gymnast at Brown and battled her own life-threatening infection with MRSA.

“To my absolute astonishment, not only did she stick to it, but she was able to compile a presentation on the science and gave an oral presentation within a year of walking in the door,” said Dr. Fowler.

She went on to lead an initiative between the National Institutes of Health and US Food and Drug Administration to create endpoints for clinical drug trials, all of which occurred before starting her residency, which she’s about to embark upon.

Dr. Kinamon’s a good example, he said, of what happens when you add genuine passion to book smarts. Those who do always stand out because you can’t fake that. “Find your passion, and then chase it down relentlessly,” he said. “Once you’ve found your passion, things get easy because it stops being work and it starts being something else.”

If you haven’t identified a focus area, Dr. Fowler said to “be agnostic and observant. Keep your eyes open and your options open because you may surprise yourself. It may turn out that you end up liking something a whole lot more than you thought you did.”
 

Lesson #3: When You Say You’ve Always Wanted to Do Something, Do Something

As the chief of pulmonary and critical care medicine at the Northwestern Medicine Canning Thoracic Institute, Scott Budinger, MD, often hears lip service from doctors who want to put their skills to use in their local communities. One of his students actually did it. 

Justin Fiala, MD, a pulmonary, critical care, and sleep specialist at Northwestern Medicine, joined Northwestern as a pulmonary fellow with a big interest in addressing health equity issues.

Dr. Fiala began volunteering with CommunityHealth during his fellowship and saw that many patients of the free Chicago-area clinic needed help with sleep disorders. He launched the organization’s first sleep clinic and its Patient-Centered Apnea Protocols Initiative.

“He developed a plan with some of the partners of the sleep apnea equipment to do home sleep testing for these patients that’s free of cost,” said Dr. Budinger.

Dr. Fiala goes in on Saturdays and runs a free clinic conducting sleep studies for patients and outfits them with devices that they need to improve their conditions, said Dr. Budinger.

“And these patients are the severest of the severe patients,” he said. “These are people that have severe sleep apnea that are driving around the roads, oftentimes don’t have insurance because they’re also precluded from having auto insurance. So, this is really something that not just benefits these patients but benefits our whole community.”

The fact that Dr. Fiala followed through on something that all doctors aspire to do — and in the middle of a very busy training program — is something that Dr. Budinger said makes him stand out in a big way.

“If you talk to any of our trainees or young faculty, everybody’s interested in addressing the issue of health disparities,” said Dr. Budinger. “Justin looked at that and said, ‘Well, you know, I’m not interested in talking about it. What can I do about this problem? And how can I actually get boots on the ground and help?’ That requires a big activation energy that many people don’t have.”
 

Lesson #4: Be a People-Person and a Patient-Person

When hiring employees at American Family Care in Portland, Oregon, Andrew Miller, MD, director of provider training, is always on the lookout for young MDs with emotional intelligence and a good bedside manner. He has been recently blown away, however, by a young physician’s assistant named Joseph Van Bindsbergen, PA-C, who was described as “all-around wonderful” during his reference check.

“Having less than 6 months of experience out of school, he is our highest ranked provider, whether it’s a nurse practitioner, PA, or doctor, in terms of patient satisfaction,” said Dr. Miller. The young PA has an “unprecedented perfect score” on his NPS rating.

Why? Patients said they’ve never felt as heard as they felt with Van Bindsbergen.

“That’s the thing I think that the up-and-coming providers should be focusing on is making your patients feel heard,” explained Dr. Miller. Van Bindsbergen is great at building rapport with a patient, whether they are 6 or 96. “He doesn’t just ask about sore throat symptoms. He asks, ‘what is the impact on your life of the sore throat? How does it affect your family or your work? What do you think this could be besides just strep? What are your concerns?’ ”

Dr. Miller said the magic of Van Bindsbergen is that he has an innate ability to look at patients “not just as a diagnosis but as a person, which they love.”
 

Lesson #5: Remember to Make That Difference With Each Patient

Doctors are used to swooping in and seeing a patient, ordering further testing if needed, and then moving on to the next patient. But one young intern at the start of his medical career broke this mold by giving a very anxious patient some much-needed support.

“There was a resident who was working overnight, and this poor young woman came in who had a new diagnosis of an advanced illness and a lot of anxiety around her condition, the newness of it, and the impact this is going to have on her family and her life,” said Elizabeth Horn Prsic, MD, assistant professor at Yale School of Medicine and firm chief for medical oncology and the director of Adult Inpatient Palliative Care.

Dr. Prsic found out the next morning that this trainee accompanied the patient to the MRI and held her hand as much as he was allowed to throughout the entire experience. “I was like, ‘wait you went down with her to radiology?’ And he’s like, ‘Yes, I was there the whole time,’ ” she recalled.

This gesture not only helped the patient feel calmer after receiving a potentially life-altering diagnosis but also helped ensure the test results were as clear as possible.

“If the study is not done well and a patient is moving or uncomfortable, it has to be stopped early or paused,” said Dr. Prsic. “Then the study is not very useful. In situations like these, medical decisions may be made based on imperfect data. The fact that we had this full complete good quality scan helped us get the care that she needed in a much timelier manner to help her and to move along the care that she that was medically appropriate for her.”

Dr. Prsic got emotional reflecting on the experience. Working at Yale, she saw a ton of intelligent doctors come through the ranks. But this gesture, she said, should serve as a reminder that “you don’t need to be the smartest person in the room to just be there for a patient. It was pure empathic presence and human connection. It gave me hope in the next generation of physicians.”
 

A version of this article appeared on Medscape.com.

The Federal Trade Commission (FTC) voted Tuesday to ban noncompete agreements, possibly making it easier for doctors to switch employers without having to leave their communities and patients behind. But business groups have vowed to challenge the decision in court.

The proposed final rule passed on a 3-2 vote, with the dissenting commissioners disputing the FTC’s authority to broadly ban noncompetes.

Tensions around noncompetes have been building for years. In 2021, President Biden issued an executive order supporting measures to improve economic competition, in which he urged the FTC to consider its rulemaking authority to address noncompete clauses that unfairly limit workers’ mobility. In January 2023, per that directive, the agency proposed ending the restrictive covenants.

While the FTC estimates that the final rule will reduce healthcare costs by up to $194 billion over the next decade and increase worker earnings by $300 million annually, the ruling faces legal hurdles.

US Chamber of Commerce president and CEO Suzanne P. Clark said in a statement that the move is a “blatant power grab” that will undermine competitive business practices, adding that the Chamber will sue to block the measure.

The FTC received more than 26,000 comments on noncompetes during the public feedback period, with about 25,000 supporting the measure, said Benjamin Cady, JD, an FTC attorney.

Mr. Cady called the feedback “compelling,” citing instances of workers who were forced to commute long distances, uproot their families, or risk expensive litigation for wanting to pursue job opportunities.

For example, a comment from a physician working in Appalachia highlights the potential real-life implications of the agreements. “With hospital systems merging, providers with aggressive noncompetes must abandon the community that they serve if they [choose] to leave their employer. Healthcare providers feel trapped in their current employment situation, leading to significant burnout that can shorten their [career] longevity.”

Commissioner Alvaro Bedoya said physicians have had their lives upended by cumbersome noncompetes, often having to move out of state to practice. “A pandemic killed a million people in this country, and there are doctors who cannot work because of a noncompete,” he said.

It’s unclear whether physicians and others who work for nonprofit healthcare groups or hospitals will be covered by the new ban. FTC Commissioner Rebecca Slaughter acknowledged that the agency’s jurisdictional limitations mean that employees of “certain nonprofit organizations” may not benefit from the rule.

“We want to be transparent about the limitation and recognize there are workers, especially healthcare workers, who are bound by anticompetitive and unfair noncompete clauses, that our rule will struggle to reach,” she said. To cover nonprofit healthcare employees, Ms. Slaughter urged Congress to pass legislation banning noncompetes, such as the Workforce Mobility Act of 2021 and the Freedom to Compete Act of 2023.

The FTC final rule will take effect 120 days after it is published in the federal register, and new noncompete agreements will be banned as of this date. However, existing contracts for senior executives will remain in effect because these individuals are less likely to experience “acute harm” due to their ability to negotiate accordingly, said Mr. Cady.
 

States, AMA Take Aim at Noncompetes

Before the federal ban, several states had already passed legislation limiting the reach of noncompetes. According to a recent article in the Journal of the American College of Cardiology, 12 states prohibit noncompete clauses for physicians: Alabama, California, Colorado, Delaware, Massachusetts, Montana, New Hampshire, New Mexico, North Dakota, Oklahoma, Rhode Island, and South Dakota.

The remaining states allow noncompetes in some form, often excluding them for employees earning below a certain threshold. For example, in Oregon, noncompete agreements may apply to employees earning more than $113,241. Most states have provisions to adjust the threshold annually. The District of Columbia permits 2-year noncompetes for “medical specialists” earning over $250,000 annually.

Indiana employers can no longer enter into noncompete agreements with primary care providers. Other specialties may be subject to the clauses, except when the physician terminates the contract for cause or when an employer terminates the contract without cause.

Rachel Marcus, MD, a cardiologist in Washington, DC, found out how limiting her employment contract’s noncompete clause was when she wanted to leave a former position. Due to the restrictions, she told this news organization that she couldn’t work locally for a competitor for 2 years. The closest location she could seek employment without violating the agreement was Baltimore, approximately 40 miles away.

Dr. Marcus ultimately moved to another position within the same organization because of the company’s reputation for being “aggressive” in their enforcement actions.

Although the American Medical Association (AMA) does not support a total ban, its House of Delegates adopted policies last year to support the prohibition of noncompete contracts for physicians employed by for-profit or nonprofit hospitals, hospital systems, or staffing companies.
 

Challenges Await

The American Hospital Association, which opposed the proposed rule, called it “bad policy.” The decision “will likely be short-lived, with courts almost certain to stop it before it can do damage to hospitals’ ability to care for their patients and communities,” the association said in a statement.

To ease the transition to the new rule, the FTC also released a model language for employers to use when discussing the changes with their employees. “All employers need to do to comply with the rule is to stop enforcing existing noncompetes with workers other than senior executives and provide notice to such workers,” he said.

Dr. Marcus hopes the ban improves doctors’ lives. “Your employer is going to have to treat you better because they know that you can easily go across town to a place that has a higher salary, and your patient can go with you.”

A version of this article appeared on Medscape.com.

The Federal Trade Commission (FTC) voted Tuesday to ban noncompete agreements, possibly making it easier for doctors to switch employers without having to leave their communities and patients behind. But business groups have vowed to challenge the decision in court.

The proposed final rule passed on a 3-2 vote, with the dissenting commissioners disputing the FTC’s authority to broadly ban noncompetes.

Tensions around noncompetes have been building for years. In 2021, President Biden issued an executive order supporting measures to improve economic competition, in which he urged the FTC to consider its rulemaking authority to address noncompete clauses that unfairly limit workers’ mobility. In January 2023, per that directive, the agency proposed ending the restrictive covenants.

While the FTC estimates that the final rule will reduce healthcare costs by up to $194 billion over the next decade and increase worker earnings by $300 million annually, the ruling faces legal hurdles.

US Chamber of Commerce president and CEO Suzanne P. Clark said in a statement that the move is a “blatant power grab” that will undermine competitive business practices, adding that the Chamber will sue to block the measure.

The FTC received more than 26,000 comments on noncompetes during the public feedback period, with about 25,000 supporting the measure, said Benjamin Cady, JD, an FTC attorney.

Mr. Cady called the feedback “compelling,” citing instances of workers who were forced to commute long distances, uproot their families, or risk expensive litigation for wanting to pursue job opportunities.

For example, a comment from a physician working in Appalachia highlights the potential real-life implications of the agreements. “With hospital systems merging, providers with aggressive noncompetes must abandon the community that they serve if they [choose] to leave their employer. Healthcare providers feel trapped in their current employment situation, leading to significant burnout that can shorten their [career] longevity.”

Commissioner Alvaro Bedoya said physicians have had their lives upended by cumbersome noncompetes, often having to move out of state to practice. “A pandemic killed a million people in this country, and there are doctors who cannot work because of a noncompete,” he said.

It’s unclear whether physicians and others who work for nonprofit healthcare groups or hospitals will be covered by the new ban. FTC Commissioner Rebecca Slaughter acknowledged that the agency’s jurisdictional limitations mean that employees of “certain nonprofit organizations” may not benefit from the rule.

“We want to be transparent about the limitation and recognize there are workers, especially healthcare workers, who are bound by anticompetitive and unfair noncompete clauses, that our rule will struggle to reach,” she said. To cover nonprofit healthcare employees, Ms. Slaughter urged Congress to pass legislation banning noncompetes, such as the Workforce Mobility Act of 2021 and the Freedom to Compete Act of 2023.

The FTC final rule will take effect 120 days after it is published in the federal register, and new noncompete agreements will be banned as of this date. However, existing contracts for senior executives will remain in effect because these individuals are less likely to experience “acute harm” due to their ability to negotiate accordingly, said Mr. Cady.
 

States, AMA Take Aim at Noncompetes

Before the federal ban, several states had already passed legislation limiting the reach of noncompetes. According to a recent article in the Journal of the American College of Cardiology, 12 states prohibit noncompete clauses for physicians: Alabama, California, Colorado, Delaware, Massachusetts, Montana, New Hampshire, New Mexico, North Dakota, Oklahoma, Rhode Island, and South Dakota.

The remaining states allow noncompetes in some form, often excluding them for employees earning below a certain threshold. For example, in Oregon, noncompete agreements may apply to employees earning more than $113,241. Most states have provisions to adjust the threshold annually. The District of Columbia permits 2-year noncompetes for “medical specialists” earning over $250,000 annually.

Indiana employers can no longer enter into noncompete agreements with primary care providers. Other specialties may be subject to the clauses, except when the physician terminates the contract for cause or when an employer terminates the contract without cause.

Rachel Marcus, MD, a cardiologist in Washington, DC, found out how limiting her employment contract’s noncompete clause was when she wanted to leave a former position. Due to the restrictions, she told this news organization that she couldn’t work locally for a competitor for 2 years. The closest location she could seek employment without violating the agreement was Baltimore, approximately 40 miles away.

Dr. Marcus ultimately moved to another position within the same organization because of the company’s reputation for being “aggressive” in their enforcement actions.

Although the American Medical Association (AMA) does not support a total ban, its House of Delegates adopted policies last year to support the prohibition of noncompete contracts for physicians employed by for-profit or nonprofit hospitals, hospital systems, or staffing companies.
 

Challenges Await

The American Hospital Association, which opposed the proposed rule, called it “bad policy.” The decision “will likely be short-lived, with courts almost certain to stop it before it can do damage to hospitals’ ability to care for their patients and communities,” the association said in a statement.

To ease the transition to the new rule, the FTC also released a model language for employers to use when discussing the changes with their employees. “All employers need to do to comply with the rule is to stop enforcing existing noncompetes with workers other than senior executives and provide notice to such workers,” he said.

Dr. Marcus hopes the ban improves doctors’ lives. “Your employer is going to have to treat you better because they know that you can easily go across town to a place that has a higher salary, and your patient can go with you.”

A version of this article appeared on Medscape.com.

The Federal Trade Commission (FTC) voted Tuesday to ban noncompete agreements, possibly making it easier for doctors to switch employers without having to leave their communities and patients behind. But business groups have vowed to challenge the decision in court.

The proposed final rule passed on a 3-2 vote, with the dissenting commissioners disputing the FTC’s authority to broadly ban noncompetes.

Tensions around noncompetes have been building for years. In 2021, President Biden issued an executive order supporting measures to improve economic competition, in which he urged the FTC to consider its rulemaking authority to address noncompete clauses that unfairly limit workers’ mobility. In January 2023, per that directive, the agency proposed ending the restrictive covenants.

While the FTC estimates that the final rule will reduce healthcare costs by up to $194 billion over the next decade and increase worker earnings by $300 million annually, the ruling faces legal hurdles.

US Chamber of Commerce president and CEO Suzanne P. Clark said in a statement that the move is a “blatant power grab” that will undermine competitive business practices, adding that the Chamber will sue to block the measure.

The FTC received more than 26,000 comments on noncompetes during the public feedback period, with about 25,000 supporting the measure, said Benjamin Cady, JD, an FTC attorney.

Mr. Cady called the feedback “compelling,” citing instances of workers who were forced to commute long distances, uproot their families, or risk expensive litigation for wanting to pursue job opportunities.

For example, a comment from a physician working in Appalachia highlights the potential real-life implications of the agreements. “With hospital systems merging, providers with aggressive noncompetes must abandon the community that they serve if they [choose] to leave their employer. Healthcare providers feel trapped in their current employment situation, leading to significant burnout that can shorten their [career] longevity.”

Commissioner Alvaro Bedoya said physicians have had their lives upended by cumbersome noncompetes, often having to move out of state to practice. “A pandemic killed a million people in this country, and there are doctors who cannot work because of a noncompete,” he said.

It’s unclear whether physicians and others who work for nonprofit healthcare groups or hospitals will be covered by the new ban. FTC Commissioner Rebecca Slaughter acknowledged that the agency’s jurisdictional limitations mean that employees of “certain nonprofit organizations” may not benefit from the rule.

“We want to be transparent about the limitation and recognize there are workers, especially healthcare workers, who are bound by anticompetitive and unfair noncompete clauses, that our rule will struggle to reach,” she said. To cover nonprofit healthcare employees, Ms. Slaughter urged Congress to pass legislation banning noncompetes, such as the Workforce Mobility Act of 2021 and the Freedom to Compete Act of 2023.

The FTC final rule will take effect 120 days after it is published in the federal register, and new noncompete agreements will be banned as of this date. However, existing contracts for senior executives will remain in effect because these individuals are less likely to experience “acute harm” due to their ability to negotiate accordingly, said Mr. Cady.
 

States, AMA Take Aim at Noncompetes

Before the federal ban, several states had already passed legislation limiting the reach of noncompetes. According to a recent article in the Journal of the American College of Cardiology, 12 states prohibit noncompete clauses for physicians: Alabama, California, Colorado, Delaware, Massachusetts, Montana, New Hampshire, New Mexico, North Dakota, Oklahoma, Rhode Island, and South Dakota.

The remaining states allow noncompetes in some form, often excluding them for employees earning below a certain threshold. For example, in Oregon, noncompete agreements may apply to employees earning more than $113,241. Most states have provisions to adjust the threshold annually. The District of Columbia permits 2-year noncompetes for “medical specialists” earning over $250,000 annually.

Indiana employers can no longer enter into noncompete agreements with primary care providers. Other specialties may be subject to the clauses, except when the physician terminates the contract for cause or when an employer terminates the contract without cause.

Rachel Marcus, MD, a cardiologist in Washington, DC, found out how limiting her employment contract’s noncompete clause was when she wanted to leave a former position. Due to the restrictions, she told this news organization that she couldn’t work locally for a competitor for 2 years. The closest location she could seek employment without violating the agreement was Baltimore, approximately 40 miles away.

Dr. Marcus ultimately moved to another position within the same organization because of the company’s reputation for being “aggressive” in their enforcement actions.

Although the American Medical Association (AMA) does not support a total ban, its House of Delegates adopted policies last year to support the prohibition of noncompete contracts for physicians employed by for-profit or nonprofit hospitals, hospital systems, or staffing companies.
 

Challenges Await

The American Hospital Association, which opposed the proposed rule, called it “bad policy.” The decision “will likely be short-lived, with courts almost certain to stop it before it can do damage to hospitals’ ability to care for their patients and communities,” the association said in a statement.

To ease the transition to the new rule, the FTC also released a model language for employers to use when discussing the changes with their employees. “All employers need to do to comply with the rule is to stop enforcing existing noncompetes with workers other than senior executives and provide notice to such workers,” he said.

Dr. Marcus hopes the ban improves doctors’ lives. “Your employer is going to have to treat you better because they know that you can easily go across town to a place that has a higher salary, and your patient can go with you.”

A version of this article appeared on Medscape.com.

This transcript has been edited for clarity.

It’s a battle of the sexes today as we dive into a paper that makes you say, “Wow, what an interesting study” and also “Boy, am I glad I didn’t do that study.” That’s because studies like this are always somewhat fraught; they say something about medicine but also something about society — and that makes this a bit precarious. But that’s never stopped us before. So, let’s go ahead and try to answer the question: Do women make better doctors than men?

On the surface, this question seems nearly impossible to answer. It’s too broad; what does it mean to be a “better” doctor? At first blush it seems that there are just too many variables to control for here: the type of doctor, the type of patient, the clinical scenario, and so on.

But this study, “Comparison of hospital mortality and readmission rates by physician and patient sex,” which appears in Annals of Internal Medicine, uses a fairly ingenious method to cut through all the bias by leveraging two simple facts: First, hospital medicine is largely conducted by hospitalists these days; second, due to the shift-based nature of hospitalist work, the hospitalist you get when you are admitted to the hospital is pretty much random.

In other words, if you are admitted to the hospital for an acute illness and get a hospitalist as your attending, you have no control over whether it is a man or a woman. Is this a randomized trial? No, but it’s not bad.

Researchers used Medicare claims data to identify adults over age 65 who had nonelective hospital admissions throughout the United States. The claims revealed the sex of the patient and the name of the attending physician. By linking to a medical provider database, they could determine the sex of the provider.

The goal was to look at outcomes across four dyads:

• Male patient – male doctor
• Male patient – female doctor
• Female patient – male doctor
• Female patient – female doctor

The primary outcome was 30-day mortality.

I told you that focusing on hospitalists produces some pseudorandomization, but let’s look at the data to be sure. Just under a million patients were treated by approximately 50,000 physicians, 30% of whom were female. And, though female patients and male patients differed, they did not differ with respect to the sex of their hospitalist. So, by physician sex, patients were similar in mean age, race, ethnicity, household income, eligibility for Medicaid, and comorbid conditions. The authors even created a “predicted mortality” score which was similar across the groups as well.

167829_photo1_web.jpg

167829_photo2_web.jpg

Dr. Wilson is associate professor of medicine and public health and director of the Clinical and Translational Research Accelerator at Yale University, New Haven, Conn. He has disclosed no relevant financial relationships.

A version of this article appeared on Medscape.com.

This transcript has been edited for clarity.

It’s a battle of the sexes today as we dive into a paper that makes you say, “Wow, what an interesting study” and also “Boy, am I glad I didn’t do that study.” That’s because studies like this are always somewhat fraught; they say something about medicine but also something about society — and that makes this a bit precarious. But that’s never stopped us before. So, let’s go ahead and try to answer the question: Do women make better doctors than men?

On the surface, this question seems nearly impossible to answer. It’s too broad; what does it mean to be a “better” doctor? At first blush it seems that there are just too many variables to control for here: the type of doctor, the type of patient, the clinical scenario, and so on.

But this study, “Comparison of hospital mortality and readmission rates by physician and patient sex,” which appears in Annals of Internal Medicine, uses a fairly ingenious method to cut through all the bias by leveraging two simple facts: First, hospital medicine is largely conducted by hospitalists these days; second, due to the shift-based nature of hospitalist work, the hospitalist you get when you are admitted to the hospital is pretty much random.

In other words, if you are admitted to the hospital for an acute illness and get a hospitalist as your attending, you have no control over whether it is a man or a woman. Is this a randomized trial? No, but it’s not bad.

Researchers used Medicare claims data to identify adults over age 65 who had nonelective hospital admissions throughout the United States. The claims revealed the sex of the patient and the name of the attending physician. By linking to a medical provider database, they could determine the sex of the provider.

The goal was to look at outcomes across four dyads:

• Male patient – male doctor
• Male patient – female doctor
• Female patient – male doctor
• Female patient – female doctor

The primary outcome was 30-day mortality.

I told you that focusing on hospitalists produces some pseudorandomization, but let’s look at the data to be sure. Just under a million patients were treated by approximately 50,000 physicians, 30% of whom were female. And, though female patients and male patients differed, they did not differ with respect to the sex of their hospitalist. So, by physician sex, patients were similar in mean age, race, ethnicity, household income, eligibility for Medicaid, and comorbid conditions. The authors even created a “predicted mortality” score which was similar across the groups as well.

167829_photo1_web.jpg

167829_photo2_web.jpg

Dr. Wilson is associate professor of medicine and public health and director of the Clinical and Translational Research Accelerator at Yale University, New Haven, Conn. He has disclosed no relevant financial relationships.

A version of this article appeared on Medscape.com.

This transcript has been edited for clarity.

It’s a battle of the sexes today as we dive into a paper that makes you say, “Wow, what an interesting study” and also “Boy, am I glad I didn’t do that study.” That’s because studies like this are always somewhat fraught; they say something about medicine but also something about society — and that makes this a bit precarious. But that’s never stopped us before. So, let’s go ahead and try to answer the question: Do women make better doctors than men?

On the surface, this question seems nearly impossible to answer. It’s too broad; what does it mean to be a “better” doctor? At first blush it seems that there are just too many variables to control for here: the type of doctor, the type of patient, the clinical scenario, and so on.

But this study, “Comparison of hospital mortality and readmission rates by physician and patient sex,” which appears in Annals of Internal Medicine, uses a fairly ingenious method to cut through all the bias by leveraging two simple facts: First, hospital medicine is largely conducted by hospitalists these days; second, due to the shift-based nature of hospitalist work, the hospitalist you get when you are admitted to the hospital is pretty much random.

In other words, if you are admitted to the hospital for an acute illness and get a hospitalist as your attending, you have no control over whether it is a man or a woman. Is this a randomized trial? No, but it’s not bad.

Researchers used Medicare claims data to identify adults over age 65 who had nonelective hospital admissions throughout the United States. The claims revealed the sex of the patient and the name of the attending physician. By linking to a medical provider database, they could determine the sex of the provider.

The goal was to look at outcomes across four dyads:

• Male patient – male doctor
• Male patient – female doctor
• Female patient – male doctor
• Female patient – female doctor

The primary outcome was 30-day mortality.

I told you that focusing on hospitalists produces some pseudorandomization, but let’s look at the data to be sure. Just under a million patients were treated by approximately 50,000 physicians, 30% of whom were female. And, though female patients and male patients differed, they did not differ with respect to the sex of their hospitalist. So, by physician sex, patients were similar in mean age, race, ethnicity, household income, eligibility for Medicaid, and comorbid conditions. The authors even created a “predicted mortality” score which was similar across the groups as well.

167829_photo1_web.jpg

167829_photo2_web.jpg

Dr. Wilson is associate professor of medicine and public health and director of the Clinical and Translational Research Accelerator at Yale University, New Haven, Conn. He has disclosed no relevant financial relationships.

A version of this article appeared on Medscape.com.

Thirty years ago I had an experience in the office that influenced my approach to obesity for the rest of my career. The patient was a 4-year-old whom I had been seeing since her birth. At her annual well-child visit her weight had jumped up significantly from the previous year’s visit. She appeared well, but the change in her growth trajectory prompted a bit more in-depth history taking.

It turned out that finances had forced the family to employ one of the child’s grandmothers as the day care provider. Unfortunately, this grandmother’s passion was cooking and she was particularly adept at baking. She had no other hobbies and a sore hip limited her mobility, so she seldom went outside. When I eventually met her she was a cheerful, overweight, and delightful woman.

Wilkoff_William_G_2_web.jpg

Deconstructing this obesogenic environment without disrupting this otherwise healthy family was an exercise that required tact, patience, and creativity. Fortunately, the young girl’s mother had already harbored some concerns about her child’s weight and was more than willing to participate in this environmental re-engineering project. It’s a long story, but she and I achieved our goals and the child eventually coasted back toward her previous growth curve.

I have always suspected that this scenario is being replayed hundreds of thousands of time across this country. But, sadly most don’t share this one’s happy ending. Parents don’t alway perceive the seriousness of the problem. The economic hurdles are often too steep to overcome, even when the most creative minds are involved.

How prevalent are obesogenic day care environments? We certainly know childhood obesity is a problem and the statistics in the preschool age group are particularly concerning. More than 14 million children are in non-parental early care and education programs; these environments would seem to be a logical place to target our prevention strategies. Understandably, there seems to be a hesitancy to point fingers, but how many day care providers are similar to the well-intentioned grandmother in the scenario I described? We must at least suspect that the example set by the adults in the preschool and day care environment might be having some influence on the children under their care.

There has been some research that sheds some light on this question. A paper from the University of Oklahoma has looked at the predictors of overweight and obesity in early care and education (ECE) teachers in hopes of “finding modifiable opportunities to enhance the health of this critical workforce.” In their paper, the investigators refer to other research that has found the prevalence of overweight and obesity among ECE teachers is higher than our national average and their waist circumference is significantly greater than the standard recommendation for women.

A study from Norway has looked at the association between preschool staff’s activity level and that of the children under their care using accelerometers. This particular investigation couldn’t determine whether it was the staff’s activity level that influenced the children or vice versa because it wasn’t an observational study. Common sense would lead one to believe it was the staff’s relative inactivity that was being reflected in the children’s.

It is interesting that in this Norwegian study when the teachers were asked about their attitudes toward activity and their self-perception of their own activity, there was no relationship between the staff’s and the children’s level of activity. In other words, the educators and caregivers bought into the importance of activity but had difficulty translating this philosophy into own behavior.

So where does this leave us? It turns out my experience decades ago was not a one-off event, but instead represents the tip of very large iceberg. Should we immediately create a system of day care provider boot camps? Let’s remember that each educator and caregiver is one of us. They may be slight outliers but not a group of individuals deserving of forced marches and half-rations to get them in shape.

ECEs have listened to the same message we have all heard about diet and activity and their importance for a child’s health. Our challenge is to create effective, yet sensitive, strategies to help the educators and caregivers modify their dietary habits behaviors in a way that helps them be a more positive influence on their students. It’s for their own health and that of their charges. This could be as simple as providing accelerometers or step-counting smartwatches. Or, by having physical educators perform on-site audits that could then be used to create site-specific plans for increasing both teacher and student activity.

Modifying the educators’ diet is a more complex procedure and can quickly become entangled in the socio-economic background of each individual teacher. A healthy diet is not always equally available to everyone. The solution may involve providing the teachers with food to be eaten at work and to be prepared at home. But, creative answers can be found if we look for them.

Before we get too far down the obesity-is-a-disease pathway, we must take a closer look at the role the early care and early school milieu are playing in the obesity problem. A little common sense behavior modification when children are in the controlled environment of school/day care may allow us to be less reliant on the those new wonder drugs in the long run.

Dr. Wilkoff practiced primary care pediatrics in Brunswick, Maine, for nearly 40 years. He has authored several books on behavioral pediatrics, including “How to Say No to Your Toddler.” Other than a Littman stethoscope he accepted as a first-year medical student in 1966, Dr. Wilkoff reports having nothing to disclose. Email him at pdnews@mdedge.com.

Thirty years ago I had an experience in the office that influenced my approach to obesity for the rest of my career. The patient was a 4-year-old whom I had been seeing since her birth. At her annual well-child visit her weight had jumped up significantly from the previous year’s visit. She appeared well, but the change in her growth trajectory prompted a bit more in-depth history taking.

It turned out that finances had forced the family to employ one of the child’s grandmothers as the day care provider. Unfortunately, this grandmother’s passion was cooking and she was particularly adept at baking. She had no other hobbies and a sore hip limited her mobility, so she seldom went outside. When I eventually met her she was a cheerful, overweight, and delightful woman.

Wilkoff_William_G_2_web.jpg

Deconstructing this obesogenic environment without disrupting this otherwise healthy family was an exercise that required tact, patience, and creativity. Fortunately, the young girl’s mother had already harbored some concerns about her child’s weight and was more than willing to participate in this environmental re-engineering project. It’s a long story, but she and I achieved our goals and the child eventually coasted back toward her previous growth curve.

I have always suspected that this scenario is being replayed hundreds of thousands of time across this country. But, sadly most don’t share this one’s happy ending. Parents don’t alway perceive the seriousness of the problem. The economic hurdles are often too steep to overcome, even when the most creative minds are involved.

How prevalent are obesogenic day care environments? We certainly know childhood obesity is a problem and the statistics in the preschool age group are particularly concerning. More than 14 million children are in non-parental early care and education programs; these environments would seem to be a logical place to target our prevention strategies. Understandably, there seems to be a hesitancy to point fingers, but how many day care providers are similar to the well-intentioned grandmother in the scenario I described? We must at least suspect that the example set by the adults in the preschool and day care environment might be having some influence on the children under their care.

There has been some research that sheds some light on this question. A paper from the University of Oklahoma has looked at the predictors of overweight and obesity in early care and education (ECE) teachers in hopes of “finding modifiable opportunities to enhance the health of this critical workforce.” In their paper, the investigators refer to other research that has found the prevalence of overweight and obesity among ECE teachers is higher than our national average and their waist circumference is significantly greater than the standard recommendation for women.

A study from Norway has looked at the association between preschool staff’s activity level and that of the children under their care using accelerometers. This particular investigation couldn’t determine whether it was the staff’s activity level that influenced the children or vice versa because it wasn’t an observational study. Common sense would lead one to believe it was the staff’s relative inactivity that was being reflected in the children’s.

It is interesting that in this Norwegian study when the teachers were asked about their attitudes toward activity and their self-perception of their own activity, there was no relationship between the staff’s and the children’s level of activity. In other words, the educators and caregivers bought into the importance of activity but had difficulty translating this philosophy into own behavior.

So where does this leave us? It turns out my experience decades ago was not a one-off event, but instead represents the tip of very large iceberg. Should we immediately create a system of day care provider boot camps? Let’s remember that each educator and caregiver is one of us. They may be slight outliers but not a group of individuals deserving of forced marches and half-rations to get them in shape.

ECEs have listened to the same message we have all heard about diet and activity and their importance for a child’s health. Our challenge is to create effective, yet sensitive, strategies to help the educators and caregivers modify their dietary habits behaviors in a way that helps them be a more positive influence on their students. It’s for their own health and that of their charges. This could be as simple as providing accelerometers or step-counting smartwatches. Or, by having physical educators perform on-site audits that could then be used to create site-specific plans for increasing both teacher and student activity.

Modifying the educators’ diet is a more complex procedure and can quickly become entangled in the socio-economic background of each individual teacher. A healthy diet is not always equally available to everyone. The solution may involve providing the teachers with food to be eaten at work and to be prepared at home. But, creative answers can be found if we look for them.

Before we get too far down the obesity-is-a-disease pathway, we must take a closer look at the role the early care and early school milieu are playing in the obesity problem. A little common sense behavior modification when children are in the controlled environment of school/day care may allow us to be less reliant on the those new wonder drugs in the long run.

Dr. Wilkoff practiced primary care pediatrics in Brunswick, Maine, for nearly 40 years. He has authored several books on behavioral pediatrics, including “How to Say No to Your Toddler.” Other than a Littman stethoscope he accepted as a first-year medical student in 1966, Dr. Wilkoff reports having nothing to disclose. Email him at pdnews@mdedge.com.

Thirty years ago I had an experience in the office that influenced my approach to obesity for the rest of my career. The patient was a 4-year-old whom I had been seeing since her birth. At her annual well-child visit her weight had jumped up significantly from the previous year’s visit. She appeared well, but the change in her growth trajectory prompted a bit more in-depth history taking.

It turned out that finances had forced the family to employ one of the child’s grandmothers as the day care provider. Unfortunately, this grandmother’s passion was cooking and she was particularly adept at baking. She had no other hobbies and a sore hip limited her mobility, so she seldom went outside. When I eventually met her she was a cheerful, overweight, and delightful woman.

Wilkoff_William_G_2_web.jpg

Deconstructing this obesogenic environment without disrupting this otherwise healthy family was an exercise that required tact, patience, and creativity. Fortunately, the young girl’s mother had already harbored some concerns about her child’s weight and was more than willing to participate in this environmental re-engineering project. It’s a long story, but she and I achieved our goals and the child eventually coasted back toward her previous growth curve.

I have always suspected that this scenario is being replayed hundreds of thousands of time across this country. But, sadly most don’t share this one’s happy ending. Parents don’t alway perceive the seriousness of the problem. The economic hurdles are often too steep to overcome, even when the most creative minds are involved.

How prevalent are obesogenic day care environments? We certainly know childhood obesity is a problem and the statistics in the preschool age group are particularly concerning. More than 14 million children are in non-parental early care and education programs; these environments would seem to be a logical place to target our prevention strategies. Understandably, there seems to be a hesitancy to point fingers, but how many day care providers are similar to the well-intentioned grandmother in the scenario I described? We must at least suspect that the example set by the adults in the preschool and day care environment might be having some influence on the children under their care.

There has been some research that sheds some light on this question. A paper from the University of Oklahoma has looked at the predictors of overweight and obesity in early care and education (ECE) teachers in hopes of “finding modifiable opportunities to enhance the health of this critical workforce.” In their paper, the investigators refer to other research that has found the prevalence of overweight and obesity among ECE teachers is higher than our national average and their waist circumference is significantly greater than the standard recommendation for women.

A study from Norway has looked at the association between preschool staff’s activity level and that of the children under their care using accelerometers. This particular investigation couldn’t determine whether it was the staff’s activity level that influenced the children or vice versa because it wasn’t an observational study. Common sense would lead one to believe it was the staff’s relative inactivity that was being reflected in the children’s.

It is interesting that in this Norwegian study when the teachers were asked about their attitudes toward activity and their self-perception of their own activity, there was no relationship between the staff’s and the children’s level of activity. In other words, the educators and caregivers bought into the importance of activity but had difficulty translating this philosophy into own behavior.

So where does this leave us? It turns out my experience decades ago was not a one-off event, but instead represents the tip of very large iceberg. Should we immediately create a system of day care provider boot camps? Let’s remember that each educator and caregiver is one of us. They may be slight outliers but not a group of individuals deserving of forced marches and half-rations to get them in shape.

ECEs have listened to the same message we have all heard about diet and activity and their importance for a child’s health. Our challenge is to create effective, yet sensitive, strategies to help the educators and caregivers modify their dietary habits behaviors in a way that helps them be a more positive influence on their students. It’s for their own health and that of their charges. This could be as simple as providing accelerometers or step-counting smartwatches. Or, by having physical educators perform on-site audits that could then be used to create site-specific plans for increasing both teacher and student activity.

Modifying the educators’ diet is a more complex procedure and can quickly become entangled in the socio-economic background of each individual teacher. A healthy diet is not always equally available to everyone. The solution may involve providing the teachers with food to be eaten at work and to be prepared at home. But, creative answers can be found if we look for them.

Before we get too far down the obesity-is-a-disease pathway, we must take a closer look at the role the early care and early school milieu are playing in the obesity problem. A little common sense behavior modification when children are in the controlled environment of school/day care may allow us to be less reliant on the those new wonder drugs in the long run.

Dr. Wilkoff practiced primary care pediatrics in Brunswick, Maine, for nearly 40 years. He has authored several books on behavioral pediatrics, including “How to Say No to Your Toddler.” Other than a Littman stethoscope he accepted as a first-year medical student in 1966, Dr. Wilkoff reports having nothing to disclose. Email him at pdnews@mdedge.com.

You know what the happiest animal in the world is? A goldfish. You know why? It’s got a 10-second memory. Be a goldfish. — Ted Lasso

I don’t play much golf. When I do, it’s when my dad is in town. He shoots his age (78). I shoot double mine (52). He was recently here. We played and watched the Masters where he pointed out how I looked a lot like Scottie Scheffler, the now two-time Masters champion. On the 10th hole of his third round, you could see the resemblance. Scheffler’s third shot flew past the hole into the galley. He rifled the fourth past the hole on its way back toward the fairway. It was now a good distance further from the cup than a minute ago. He proceeded to misread his bogey putt, ending his misery with a double bogey. Scheffler went on to bogey the next hole and dropped from first on the leaderboard to fifth. Yes, I looked just like that on my last round. But here is where Scheffler and I differ. After a hole like that, I’d have been apoplectic, seething with self loathing. Scheffler was not. He kept moving. Head up, he sauntered to the next hole as if he had no awareness of what just transpired.

The ability to compartmentalize is useful not only to become the Masters champion, but also to become master of your day. In this way, golf is a nice approximation for life. The best golfers in the world will always have horrible shots and dreadful holes. The winning ones are often those who recover rather than continue in a downward spiral of one bad shot after another.

167822_golfphoto_web.jpg

Benabio_Jeff_SanDiego2017_web.jpg

[embed:render:related:node:265422]

Scheffler went on to eagle the 13th hole on that round. He eventually won the 2024 Masters Tournament. Remember that the next time you find yourself in a day that feels like it is spiraling toward disaster. Close the door on the compartment that was the last miserable hole and saunter to the next patient like it never happened.

And maybe close the clubface a bit on address for your next drive. 

Dr. Benabio is director of Healthcare Transformation and chief of dermatology at Kaiser Permanente San Diego. The opinions expressed in this column are his own and do not represent those of Kaiser Permanente. Dr. Benabio is @Dermdoc on X. Write to him at dermnews@mdedge.com.

You know what the happiest animal in the world is? A goldfish. You know why? It’s got a 10-second memory. Be a goldfish. — Ted Lasso

I don’t play much golf. When I do, it’s when my dad is in town. He shoots his age (78). I shoot double mine (52). He was recently here. We played and watched the Masters where he pointed out how I looked a lot like Scottie Scheffler, the now two-time Masters champion. On the 10th hole of his third round, you could see the resemblance. Scheffler’s third shot flew past the hole into the galley. He rifled the fourth past the hole on its way back toward the fairway. It was now a good distance further from the cup than a minute ago. He proceeded to misread his bogey putt, ending his misery with a double bogey. Scheffler went on to bogey the next hole and dropped from first on the leaderboard to fifth. Yes, I looked just like that on my last round. But here is where Scheffler and I differ. After a hole like that, I’d have been apoplectic, seething with self loathing. Scheffler was not. He kept moving. Head up, he sauntered to the next hole as if he had no awareness of what just transpired.

The ability to compartmentalize is useful not only to become the Masters champion, but also to become master of your day. In this way, golf is a nice approximation for life. The best golfers in the world will always have horrible shots and dreadful holes. The winning ones are often those who recover rather than continue in a downward spiral of one bad shot after another.

167822_golfphoto_web.jpg

Benabio_Jeff_SanDiego2017_web.jpg

[embed:render:related:node:265422]

Scheffler went on to eagle the 13th hole on that round. He eventually won the 2024 Masters Tournament. Remember that the next time you find yourself in a day that feels like it is spiraling toward disaster. Close the door on the compartment that was the last miserable hole and saunter to the next patient like it never happened.

And maybe close the clubface a bit on address for your next drive. 

Dr. Benabio is director of Healthcare Transformation and chief of dermatology at Kaiser Permanente San Diego. The opinions expressed in this column are his own and do not represent those of Kaiser Permanente. Dr. Benabio is @Dermdoc on X. Write to him at dermnews@mdedge.com.

You know what the happiest animal in the world is? A goldfish. You know why? It’s got a 10-second memory. Be a goldfish. — Ted Lasso

I don’t play much golf. When I do, it’s when my dad is in town. He shoots his age (78). I shoot double mine (52). He was recently here. We played and watched the Masters where he pointed out how I looked a lot like Scottie Scheffler, the now two-time Masters champion. On the 10th hole of his third round, you could see the resemblance. Scheffler’s third shot flew past the hole into the galley. He rifled the fourth past the hole on its way back toward the fairway. It was now a good distance further from the cup than a minute ago. He proceeded to misread his bogey putt, ending his misery with a double bogey. Scheffler went on to bogey the next hole and dropped from first on the leaderboard to fifth. Yes, I looked just like that on my last round. But here is where Scheffler and I differ. After a hole like that, I’d have been apoplectic, seething with self loathing. Scheffler was not. He kept moving. Head up, he sauntered to the next hole as if he had no awareness of what just transpired.

The ability to compartmentalize is useful not only to become the Masters champion, but also to become master of your day. In this way, golf is a nice approximation for life. The best golfers in the world will always have horrible shots and dreadful holes. The winning ones are often those who recover rather than continue in a downward spiral of one bad shot after another.

167822_golfphoto_web.jpg

Benabio_Jeff_SanDiego2017_web.jpg

[embed:render:related:node:265422]

Scheffler went on to eagle the 13th hole on that round. He eventually won the 2024 Masters Tournament. Remember that the next time you find yourself in a day that feels like it is spiraling toward disaster. Close the door on the compartment that was the last miserable hole and saunter to the next patient like it never happened.

And maybe close the clubface a bit on address for your next drive. 

Dr. Benabio is director of Healthcare Transformation and chief of dermatology at Kaiser Permanente San Diego. The opinions expressed in this column are his own and do not represent those of Kaiser Permanente. Dr. Benabio is @Dermdoc on X. Write to him at dermnews@mdedge.com.

Picture a healthcare system where physicians aren’t bogged down by excessive charting but are instead fully present with their patients, offering undivided attention and personalized care. In a recent X post, Stuart Blitz, COO and co-founder of Hone Health, sparked a thought-provoking conversation. “The problem with US healthcare is physicians are burned out since they spend way too much time charting, not enough with patients,” he wrote. “If you created a health system that did zero charting, you’d attract the best physicians and all patients would go there. Who is working on this?” 

This resonates with many in the medical community, myself included, because the strain of extensive documentation detracts from patient care. Having worked in both large and small healthcare systems, I know the burden of extensive charting is a palpable challenge, often detracting from the time we can devote to our patients.

The first part of this two-part series examines the overarching benefits of artificial intelligence (AI)–based clinical documentation in modern healthcare, a field witnessing a paradigm shift thanks to advancements in AI.
 

Transformative Evolution of Clinical Documentation

The transition from manual documentation to AI-driven solutions marks a significant shift in the field, with a number of products in development including Nuance, Abridge, Ambience, ScribeAmerica, 3M, and DeepScribe. These tools use ambient clinical intelligence (ACI) to automate documentation, capturing patient conversations and translating them into structured clinical summaries. This innovation aligns with the vision of reducing charting burdens and enhancing patient-physician interactions.

How does it work? ACI refers to a sophisticated form of AI applied in healthcare settings, particularly focusing on enhancing the clinical documentation process without disrupting the natural flow of the consultation. Here’s a technical yet practical breakdown of ACI and the algorithms it typically employs:

Data capture and processing: ACI systems employ various sensors and processing units, typically integrated into clinical settings. These sensors, like microphones and cameras, gather diverse data such as audio from patient-doctor dialogues and visual cues. This information is then processed in real-time or near–real-time.

Natural language processing (NLP): A core component of ACI is advanced NLP algorithms. These algorithms analyze the captured audio data, transcribing spoken words into text. NLP goes beyond mere transcription; it involves understanding context, extracting relevant medical information (like symptoms, diagnoses, and treatment plans), and interpreting the nuances of human language.

Deep learning: Machine learning, particularly deep-learning techniques, are employed to improve the accuracy of ACI systems continually. These algorithms can learn from vast datasets of clinical interactions, enhancing their ability to transcribe and interpret future conversations accurately. As they learn, they become better at understanding different accents, complex medical terms, and variations in speech patterns.

Integration with electronic health records (EHRs): ACI systems are often designed to integrate seamlessly with existing EHR systems. They can automatically populate patient records with information from patient-clinician interactions, reducing manual entry and potential errors.

Customization and personalization: Many ACI systems offer customizable templates or allow clinicians to tailor documentation workflows. This flexibility ensures that the output aligns with the specific needs and preferences of healthcare providers.

Ethical and privacy considerations: ACI systems must navigate significant ethical and privacy concerns, especially related to patient consent and data security. These systems need to comply with healthcare privacy regulations such as HIPAA. They need to securely manage sensitive patient data and restrict access to authorized personnel only.
 

Broad-Spectrum Benefits of AI in Documentation

• Reducing clinician burnout: By automating the documentation process, AI tools like DAX Copilot alleviate a significant contributor to physician burnout, enabling clinicians to focus more on patient care.
• Enhanced patient care: With AI handling documentation, clinicians can engage more with their patients, leading to improved care quality and patient satisfaction.
• Data accuracy and quality: AI-driven documentation captures detailed patient encounters accurately, ensuring high-quality and comprehensive medical records.
• Response to the growing need for efficient healthcare: AI-based documentation is a direct response to the growing call for more efficient healthcare practices, where clinicians spend less time on paperwork and more with patients.

The shift toward AI-based clinical documentation represents a critical step in addressing the inefficiencies in healthcare systems. It’s a move towards a more patient-centered approach, where clinicians can focus more on patient care by reducing the time spent on excessive charting. Hopefully, we can integrate these solutions into our clinics at a large enough scale to make such an impact.

In the next column, we will explore in-depth insights from Kenneth Harper at Nuance on the technical implementation of these tools, with DAX as an example.

I would love to read your comments on AI in clinical trials as well as other AI-related topics. Write me at Arturo.ai.medtech@gmail.com or find me on X @DrBonillaOnc.

Dr. Loaiza-Bonilla is the co-founder and chief medical officer at Massive Bio, a company connecting patients to clinical trials using artificial intelligence. His research and professional interests focus on precision medicine, clinical trial design, digital health, entrepreneurship, and patient advocacy. Dr Loaiza-Bonilla serves as medical director of oncology research at Capital Health in New Jersey, where he maintains a connection to patient care by attending to patients 2 days a week. He has served as a consultant for Verify, PSI CRO, Bayer, AstraZeneca, Cardinal Health, BrightInsight, The Lynx Group, Fresenius, Pfizer, Ipsen, and Guardant; served as a speaker or a member of a speakers bureau for Amgen, Guardant, Eisai, Ipsen, Natera, Merck, Bristol-Myers Squibb, and AstraZeneca. He holds a 5% or greater equity interest in Massive Bio.

A version of this article appeared on Medscape.com.

Picture a healthcare system where physicians aren’t bogged down by excessive charting but are instead fully present with their patients, offering undivided attention and personalized care. In a recent X post, Stuart Blitz, COO and co-founder of Hone Health, sparked a thought-provoking conversation. “The problem with US healthcare is physicians are burned out since they spend way too much time charting, not enough with patients,” he wrote. “If you created a health system that did zero charting, you’d attract the best physicians and all patients would go there. Who is working on this?” 

This resonates with many in the medical community, myself included, because the strain of extensive documentation detracts from patient care. Having worked in both large and small healthcare systems, I know the burden of extensive charting is a palpable challenge, often detracting from the time we can devote to our patients.

The first part of this two-part series examines the overarching benefits of artificial intelligence (AI)–based clinical documentation in modern healthcare, a field witnessing a paradigm shift thanks to advancements in AI.
 

Transformative Evolution of Clinical Documentation

The transition from manual documentation to AI-driven solutions marks a significant shift in the field, with a number of products in development including Nuance, Abridge, Ambience, ScribeAmerica, 3M, and DeepScribe. These tools use ambient clinical intelligence (ACI) to automate documentation, capturing patient conversations and translating them into structured clinical summaries. This innovation aligns with the vision of reducing charting burdens and enhancing patient-physician interactions.

How does it work? ACI refers to a sophisticated form of AI applied in healthcare settings, particularly focusing on enhancing the clinical documentation process without disrupting the natural flow of the consultation. Here’s a technical yet practical breakdown of ACI and the algorithms it typically employs:

Data capture and processing: ACI systems employ various sensors and processing units, typically integrated into clinical settings. These sensors, like microphones and cameras, gather diverse data such as audio from patient-doctor dialogues and visual cues. This information is then processed in real-time or near–real-time.

Natural language processing (NLP): A core component of ACI is advanced NLP algorithms. These algorithms analyze the captured audio data, transcribing spoken words into text. NLP goes beyond mere transcription; it involves understanding context, extracting relevant medical information (like symptoms, diagnoses, and treatment plans), and interpreting the nuances of human language.

Deep learning: Machine learning, particularly deep-learning techniques, are employed to improve the accuracy of ACI systems continually. These algorithms can learn from vast datasets of clinical interactions, enhancing their ability to transcribe and interpret future conversations accurately. As they learn, they become better at understanding different accents, complex medical terms, and variations in speech patterns.

Integration with electronic health records (EHRs): ACI systems are often designed to integrate seamlessly with existing EHR systems. They can automatically populate patient records with information from patient-clinician interactions, reducing manual entry and potential errors.

Customization and personalization: Many ACI systems offer customizable templates or allow clinicians to tailor documentation workflows. This flexibility ensures that the output aligns with the specific needs and preferences of healthcare providers.

Ethical and privacy considerations: ACI systems must navigate significant ethical and privacy concerns, especially related to patient consent and data security. These systems need to comply with healthcare privacy regulations such as HIPAA. They need to securely manage sensitive patient data and restrict access to authorized personnel only.
 

Broad-Spectrum Benefits of AI in Documentation

• Reducing clinician burnout: By automating the documentation process, AI tools like DAX Copilot alleviate a significant contributor to physician burnout, enabling clinicians to focus more on patient care.
• Enhanced patient care: With AI handling documentation, clinicians can engage more with their patients, leading to improved care quality and patient satisfaction.
• Data accuracy and quality: AI-driven documentation captures detailed patient encounters accurately, ensuring high-quality and comprehensive medical records.
• Response to the growing need for efficient healthcare: AI-based documentation is a direct response to the growing call for more efficient healthcare practices, where clinicians spend less time on paperwork and more with patients.

The shift toward AI-based clinical documentation represents a critical step in addressing the inefficiencies in healthcare systems. It’s a move towards a more patient-centered approach, where clinicians can focus more on patient care by reducing the time spent on excessive charting. Hopefully, we can integrate these solutions into our clinics at a large enough scale to make such an impact.

In the next column, we will explore in-depth insights from Kenneth Harper at Nuance on the technical implementation of these tools, with DAX as an example.

I would love to read your comments on AI in clinical trials as well as other AI-related topics. Write me at Arturo.ai.medtech@gmail.com or find me on X @DrBonillaOnc.

Dr. Loaiza-Bonilla is the co-founder and chief medical officer at Massive Bio, a company connecting patients to clinical trials using artificial intelligence. His research and professional interests focus on precision medicine, clinical trial design, digital health, entrepreneurship, and patient advocacy. Dr Loaiza-Bonilla serves as medical director of oncology research at Capital Health in New Jersey, where he maintains a connection to patient care by attending to patients 2 days a week. He has served as a consultant for Verify, PSI CRO, Bayer, AstraZeneca, Cardinal Health, BrightInsight, The Lynx Group, Fresenius, Pfizer, Ipsen, and Guardant; served as a speaker or a member of a speakers bureau for Amgen, Guardant, Eisai, Ipsen, Natera, Merck, Bristol-Myers Squibb, and AstraZeneca. He holds a 5% or greater equity interest in Massive Bio.

A version of this article appeared on Medscape.com.

Picture a healthcare system where physicians aren’t bogged down by excessive charting but are instead fully present with their patients, offering undivided attention and personalized care. In a recent X post, Stuart Blitz, COO and co-founder of Hone Health, sparked a thought-provoking conversation. “The problem with US healthcare is physicians are burned out since they spend way too much time charting, not enough with patients,” he wrote. “If you created a health system that did zero charting, you’d attract the best physicians and all patients would go there. Who is working on this?” 

This resonates with many in the medical community, myself included, because the strain of extensive documentation detracts from patient care. Having worked in both large and small healthcare systems, I know the burden of extensive charting is a palpable challenge, often detracting from the time we can devote to our patients.

The first part of this two-part series examines the overarching benefits of artificial intelligence (AI)–based clinical documentation in modern healthcare, a field witnessing a paradigm shift thanks to advancements in AI.
 

Transformative Evolution of Clinical Documentation

The transition from manual documentation to AI-driven solutions marks a significant shift in the field, with a number of products in development including Nuance, Abridge, Ambience, ScribeAmerica, 3M, and DeepScribe. These tools use ambient clinical intelligence (ACI) to automate documentation, capturing patient conversations and translating them into structured clinical summaries. This innovation aligns with the vision of reducing charting burdens and enhancing patient-physician interactions.

How does it work? ACI refers to a sophisticated form of AI applied in healthcare settings, particularly focusing on enhancing the clinical documentation process without disrupting the natural flow of the consultation. Here’s a technical yet practical breakdown of ACI and the algorithms it typically employs:

Data capture and processing: ACI systems employ various sensors and processing units, typically integrated into clinical settings. These sensors, like microphones and cameras, gather diverse data such as audio from patient-doctor dialogues and visual cues. This information is then processed in real-time or near–real-time.

Natural language processing (NLP): A core component of ACI is advanced NLP algorithms. These algorithms analyze the captured audio data, transcribing spoken words into text. NLP goes beyond mere transcription; it involves understanding context, extracting relevant medical information (like symptoms, diagnoses, and treatment plans), and interpreting the nuances of human language.

Deep learning: Machine learning, particularly deep-learning techniques, are employed to improve the accuracy of ACI systems continually. These algorithms can learn from vast datasets of clinical interactions, enhancing their ability to transcribe and interpret future conversations accurately. As they learn, they become better at understanding different accents, complex medical terms, and variations in speech patterns.

Integration with electronic health records (EHRs): ACI systems are often designed to integrate seamlessly with existing EHR systems. They can automatically populate patient records with information from patient-clinician interactions, reducing manual entry and potential errors.

Customization and personalization: Many ACI systems offer customizable templates or allow clinicians to tailor documentation workflows. This flexibility ensures that the output aligns with the specific needs and preferences of healthcare providers.

Ethical and privacy considerations: ACI systems must navigate significant ethical and privacy concerns, especially related to patient consent and data security. These systems need to comply with healthcare privacy regulations such as HIPAA. They need to securely manage sensitive patient data and restrict access to authorized personnel only.
 

Broad-Spectrum Benefits of AI in Documentation

• Reducing clinician burnout: By automating the documentation process, AI tools like DAX Copilot alleviate a significant contributor to physician burnout, enabling clinicians to focus more on patient care.
• Enhanced patient care: With AI handling documentation, clinicians can engage more with their patients, leading to improved care quality and patient satisfaction.
• Data accuracy and quality: AI-driven documentation captures detailed patient encounters accurately, ensuring high-quality and comprehensive medical records.
• Response to the growing need for efficient healthcare: AI-based documentation is a direct response to the growing call for more efficient healthcare practices, where clinicians spend less time on paperwork and more with patients.

The shift toward AI-based clinical documentation represents a critical step in addressing the inefficiencies in healthcare systems. It’s a move towards a more patient-centered approach, where clinicians can focus more on patient care by reducing the time spent on excessive charting. Hopefully, we can integrate these solutions into our clinics at a large enough scale to make such an impact.

In the next column, we will explore in-depth insights from Kenneth Harper at Nuance on the technical implementation of these tools, with DAX as an example.

I would love to read your comments on AI in clinical trials as well as other AI-related topics. Write me at Arturo.ai.medtech@gmail.com or find me on X @DrBonillaOnc.

Dr. Loaiza-Bonilla is the co-founder and chief medical officer at Massive Bio, a company connecting patients to clinical trials using artificial intelligence. His research and professional interests focus on precision medicine, clinical trial design, digital health, entrepreneurship, and patient advocacy. Dr Loaiza-Bonilla serves as medical director of oncology research at Capital Health in New Jersey, where he maintains a connection to patient care by attending to patients 2 days a week. He has served as a consultant for Verify, PSI CRO, Bayer, AstraZeneca, Cardinal Health, BrightInsight, The Lynx Group, Fresenius, Pfizer, Ipsen, and Guardant; served as a speaker or a member of a speakers bureau for Amgen, Guardant, Eisai, Ipsen, Natera, Merck, Bristol-Myers Squibb, and AstraZeneca. He holds a 5% or greater equity interest in Massive Bio.

A version of this article appeared on Medscape.com.

Pregnant physicians may receive more workplace accommodations and protection against discrimination thanks to an updated rule from the US Equal Employment Opportunity Commission (EEOC). The guidelines could prevent women from losing critical career momentum. 

The Pregnant Workers Fairness Act (PWFA) aims to help workers balance professional demands with healthy pregnancies. It requires employers to provide reasonable accommodations for a “worker’s known limitations,” including physical or mental conditions associated with “pregnancy, childbirth, or related medical conditions.”

Reasonable accommodations vary but may involve time off to attend healthcare appointments or recover from childbirth, extra breaks during a shift, shorter work hours, or the ability to sit instead of stand. Private and public sector employers, including state and local governments, federal agencies, and employment agencies, must abide by the new guidelines unless they can provide evidence that doing so will cause undue hardship. 

Female doctors have historically encountered significant barriers to family planning. Years of training cause them to delay having children, often leading to higher rates of infertility, miscarriage, and pregnancy complications than in the general population. 

Some specialties, like surgeons, are particularly at risk, with 42% reporting at least one pregnancy loss. Most surgeons work their regular schedules until delivery despite desiring workload reductions, commonly citing unsupportive workplaces as a reason for not seeking accommodations. 

Trauma surgeon Qaali Hussein, MD, became pregnant with her first child during her intern year in 2008. She told this news organization that her residency program didn’t even have a maternity policy at the time, and her male supervisor was certain that motherhood would end her surgical career. 

She shared how “women usually waited until the end of their training to get pregnant. No one had ever gotten pregnant during the program and returned from maternity leave. I was the first to do so, so there wasn’t a policy or any program support to say, ‘What can we do to help?’ ”

Dr. Hussein used her vacation and sick time, returning to work 4 weeks after delivery. She had five more children, including twins her chief year and another baby during fellowship training in 2014. 

Each subsequent pregnancy was met with the same response from program leadership, she recalled. “They’d say, ‘This is it. You may have been able to do the first and second child, but this one will be impossible.’ ”

After the PWFA regulations first became enforceable in June, the EEOC accepted public feedback. The guidelines received nearly 100,000 comments, spurred mainly by the inclusion of abortion care as a qualifying condition for which an employee could receive accommodations. About 54,000 comments called for abortion to be excluded from the final rule, and 40,000 supported keeping the clause. 

The EEOC issued the final rule on April 15. It includes abortion care. However, the updated rule “does not require any employee to have — or not to have — an abortion, does not require taxpayers to pay for any abortions, and does not compel health care providers to provide any abortions,” the unpublished version of the final rule said. It is scheduled to take effect 60 days after its publication in the Federal Register on April 19.
 

Increasing Support for Doctor-Moms

The PWFA supplements other EEOC protections, such as pregnancy discrimination under Title VII of the Civil Rights Act of 1964 and access to reasonable accommodations under the Americans with Disabilities Act. In addition, it builds upon Department of Labor regulations, like the PUMP Act for breastfeeding employees and the Family and Medical Leave Act, which provides 12 weeks of unpaid, job-protected leave for the arrival of a child or certain medical conditions.

FMLA applies only to employees who have worked full-time for at least 12 months for an employer with 50 or more employees. Meanwhile, the unpaid, job-protected leave under the PWFA has no waiting period, lowers the required number of employees to 15, and permits accommodations for up to 40 weeks. 

Employers are encouraged to honor “common and simple” requests, like using a closer parking space or pumping or nursing at work, without requiring a doctor’s note, the rule said. 

Efforts to improve family leave policies for physicians and residents have been gaining traction. In 2021, the American Board of Medical Specialties began requiring its member boards with training programs lasting 2 or more years to allow at least 6 weeks off for parental, caregiver, and medical leave. This time can be taken without exhausting vacation or sick leave or requiring an extension in training. Over half of the 24 member boards permit leave beyond 6 weeks, including the American Boards of Allergy and Immunology, Emergency Medicine, Family Medicine, Radiology, and Surgery. 

Estefania Oliveros, MD, MSc, cardiologist and assistant professor at the Lewis Katz School of Medicine at Temple University, Philadelphia, told this news organization that the Accreditation Council for Graduate Medical Education also requires that residents and fellows receive 6 weeks of paid leave. 

“We add to that vacation time, so it gives them at least 8 weeks,” she said. The school has created spaces for nursing mothers — something neither she nor Dr. Hussein had access to when breastfeeding — and encourages the attendings to be proactive in excusing pregnant fellows for appointments. 

This differs significantly from her fellowship training experience 6 years ago at another institution, where she worked without accommodations until the day before her cesarean delivery. Dr. Oliveros had to use all her vacation time for recovery, returning to the program after 4 weeks instead of the recommended 6. 

“And that’s the story you hear all the time. Not because people are ill-intended; I just don’t think the system is designed to accommodate women, so we lose a lot of talent that way,” said Dr. Oliveros, whose 2019 survey in the Journal of the American College of Cardiology called for more support and protections for pregnant doctors. 

Both doctors believe the PWFA will be beneficial but only if leadership in the field takes up the cause. 

“The cultures of these institutions determine whether women feel safe or even confident enough to have children in medical school or residency,” said Dr. Hussein. 
 

A version of this article appeared on Medscape.com.

Pregnant physicians may receive more workplace accommodations and protection against discrimination thanks to an updated rule from the US Equal Employment Opportunity Commission (EEOC). The guidelines could prevent women from losing critical career momentum. 

The Pregnant Workers Fairness Act (PWFA) aims to help workers balance professional demands with healthy pregnancies. It requires employers to provide reasonable accommodations for a “worker’s known limitations,” including physical or mental conditions associated with “pregnancy, childbirth, or related medical conditions.”

Reasonable accommodations vary but may involve time off to attend healthcare appointments or recover from childbirth, extra breaks during a shift, shorter work hours, or the ability to sit instead of stand. Private and public sector employers, including state and local governments, federal agencies, and employment agencies, must abide by the new guidelines unless they can provide evidence that doing so will cause undue hardship. 

Female doctors have historically encountered significant barriers to family planning. Years of training cause them to delay having children, often leading to higher rates of infertility, miscarriage, and pregnancy complications than in the general population. 

Some specialties, like surgeons, are particularly at risk, with 42% reporting at least one pregnancy loss. Most surgeons work their regular schedules until delivery despite desiring workload reductions, commonly citing unsupportive workplaces as a reason for not seeking accommodations. 

Trauma surgeon Qaali Hussein, MD, became pregnant with her first child during her intern year in 2008. She told this news organization that her residency program didn’t even have a maternity policy at the time, and her male supervisor was certain that motherhood would end her surgical career. 

She shared how “women usually waited until the end of their training to get pregnant. No one had ever gotten pregnant during the program and returned from maternity leave. I was the first to do so, so there wasn’t a policy or any program support to say, ‘What can we do to help?’ ”

Dr. Hussein used her vacation and sick time, returning to work 4 weeks after delivery. She had five more children, including twins her chief year and another baby during fellowship training in 2014. 

Each subsequent pregnancy was met with the same response from program leadership, she recalled. “They’d say, ‘This is it. You may have been able to do the first and second child, but this one will be impossible.’ ”

After the PWFA regulations first became enforceable in June, the EEOC accepted public feedback. The guidelines received nearly 100,000 comments, spurred mainly by the inclusion of abortion care as a qualifying condition for which an employee could receive accommodations. About 54,000 comments called for abortion to be excluded from the final rule, and 40,000 supported keeping the clause. 

The EEOC issued the final rule on April 15. It includes abortion care. However, the updated rule “does not require any employee to have — or not to have — an abortion, does not require taxpayers to pay for any abortions, and does not compel health care providers to provide any abortions,” the unpublished version of the final rule said. It is scheduled to take effect 60 days after its publication in the Federal Register on April 19.
 

Increasing Support for Doctor-Moms

The PWFA supplements other EEOC protections, such as pregnancy discrimination under Title VII of the Civil Rights Act of 1964 and access to reasonable accommodations under the Americans with Disabilities Act. In addition, it builds upon Department of Labor regulations, like the PUMP Act for breastfeeding employees and the Family and Medical Leave Act, which provides 12 weeks of unpaid, job-protected leave for the arrival of a child or certain medical conditions.

FMLA applies only to employees who have worked full-time for at least 12 months for an employer with 50 or more employees. Meanwhile, the unpaid, job-protected leave under the PWFA has no waiting period, lowers the required number of employees to 15, and permits accommodations for up to 40 weeks. 

Employers are encouraged to honor “common and simple” requests, like using a closer parking space or pumping or nursing at work, without requiring a doctor’s note, the rule said. 

Efforts to improve family leave policies for physicians and residents have been gaining traction. In 2021, the American Board of Medical Specialties began requiring its member boards with training programs lasting 2 or more years to allow at least 6 weeks off for parental, caregiver, and medical leave. This time can be taken without exhausting vacation or sick leave or requiring an extension in training. Over half of the 24 member boards permit leave beyond 6 weeks, including the American Boards of Allergy and Immunology, Emergency Medicine, Family Medicine, Radiology, and Surgery. 

Estefania Oliveros, MD, MSc, cardiologist and assistant professor at the Lewis Katz School of Medicine at Temple University, Philadelphia, told this news organization that the Accreditation Council for Graduate Medical Education also requires that residents and fellows receive 6 weeks of paid leave. 

“We add to that vacation time, so it gives them at least 8 weeks,” she said. The school has created spaces for nursing mothers — something neither she nor Dr. Hussein had access to when breastfeeding — and encourages the attendings to be proactive in excusing pregnant fellows for appointments. 

This differs significantly from her fellowship training experience 6 years ago at another institution, where she worked without accommodations until the day before her cesarean delivery. Dr. Oliveros had to use all her vacation time for recovery, returning to the program after 4 weeks instead of the recommended 6. 

“And that’s the story you hear all the time. Not because people are ill-intended; I just don’t think the system is designed to accommodate women, so we lose a lot of talent that way,” said Dr. Oliveros, whose 2019 survey in the Journal of the American College of Cardiology called for more support and protections for pregnant doctors. 

Both doctors believe the PWFA will be beneficial but only if leadership in the field takes up the cause. 

“The cultures of these institutions determine whether women feel safe or even confident enough to have children in medical school or residency,” said Dr. Hussein. 
 

A version of this article appeared on Medscape.com.

Pregnant physicians may receive more workplace accommodations and protection against discrimination thanks to an updated rule from the US Equal Employment Opportunity Commission (EEOC). The guidelines could prevent women from losing critical career momentum. 

The Pregnant Workers Fairness Act (PWFA) aims to help workers balance professional demands with healthy pregnancies. It requires employers to provide reasonable accommodations for a “worker’s known limitations,” including physical or mental conditions associated with “pregnancy, childbirth, or related medical conditions.”

Reasonable accommodations vary but may involve time off to attend healthcare appointments or recover from childbirth, extra breaks during a shift, shorter work hours, or the ability to sit instead of stand. Private and public sector employers, including state and local governments, federal agencies, and employment agencies, must abide by the new guidelines unless they can provide evidence that doing so will cause undue hardship. 

Female doctors have historically encountered significant barriers to family planning. Years of training cause them to delay having children, often leading to higher rates of infertility, miscarriage, and pregnancy complications than in the general population. 

Some specialties, like surgeons, are particularly at risk, with 42% reporting at least one pregnancy loss. Most surgeons work their regular schedules until delivery despite desiring workload reductions, commonly citing unsupportive workplaces as a reason for not seeking accommodations. 

Trauma surgeon Qaali Hussein, MD, became pregnant with her first child during her intern year in 2008. She told this news organization that her residency program didn’t even have a maternity policy at the time, and her male supervisor was certain that motherhood would end her surgical career. 

She shared how “women usually waited until the end of their training to get pregnant. No one had ever gotten pregnant during the program and returned from maternity leave. I was the first to do so, so there wasn’t a policy or any program support to say, ‘What can we do to help?’ ”

Dr. Hussein used her vacation and sick time, returning to work 4 weeks after delivery. She had five more children, including twins her chief year and another baby during fellowship training in 2014. 

Each subsequent pregnancy was met with the same response from program leadership, she recalled. “They’d say, ‘This is it. You may have been able to do the first and second child, but this one will be impossible.’ ”

After the PWFA regulations first became enforceable in June, the EEOC accepted public feedback. The guidelines received nearly 100,000 comments, spurred mainly by the inclusion of abortion care as a qualifying condition for which an employee could receive accommodations. About 54,000 comments called for abortion to be excluded from the final rule, and 40,000 supported keeping the clause. 

The EEOC issued the final rule on April 15. It includes abortion care. However, the updated rule “does not require any employee to have — or not to have — an abortion, does not require taxpayers to pay for any abortions, and does not compel health care providers to provide any abortions,” the unpublished version of the final rule said. It is scheduled to take effect 60 days after its publication in the Federal Register on April 19.
 

Increasing Support for Doctor-Moms

The PWFA supplements other EEOC protections, such as pregnancy discrimination under Title VII of the Civil Rights Act of 1964 and access to reasonable accommodations under the Americans with Disabilities Act. In addition, it builds upon Department of Labor regulations, like the PUMP Act for breastfeeding employees and the Family and Medical Leave Act, which provides 12 weeks of unpaid, job-protected leave for the arrival of a child or certain medical conditions.

FMLA applies only to employees who have worked full-time for at least 12 months for an employer with 50 or more employees. Meanwhile, the unpaid, job-protected leave under the PWFA has no waiting period, lowers the required number of employees to 15, and permits accommodations for up to 40 weeks. 

Employers are encouraged to honor “common and simple” requests, like using a closer parking space or pumping or nursing at work, without requiring a doctor’s note, the rule said. 

Efforts to improve family leave policies for physicians and residents have been gaining traction. In 2021, the American Board of Medical Specialties began requiring its member boards with training programs lasting 2 or more years to allow at least 6 weeks off for parental, caregiver, and medical leave. This time can be taken without exhausting vacation or sick leave or requiring an extension in training. Over half of the 24 member boards permit leave beyond 6 weeks, including the American Boards of Allergy and Immunology, Emergency Medicine, Family Medicine, Radiology, and Surgery. 

Estefania Oliveros, MD, MSc, cardiologist and assistant professor at the Lewis Katz School of Medicine at Temple University, Philadelphia, told this news organization that the Accreditation Council for Graduate Medical Education also requires that residents and fellows receive 6 weeks of paid leave. 

“We add to that vacation time, so it gives them at least 8 weeks,” she said. The school has created spaces for nursing mothers — something neither she nor Dr. Hussein had access to when breastfeeding — and encourages the attendings to be proactive in excusing pregnant fellows for appointments. 

This differs significantly from her fellowship training experience 6 years ago at another institution, where she worked without accommodations until the day before her cesarean delivery. Dr. Oliveros had to use all her vacation time for recovery, returning to the program after 4 weeks instead of the recommended 6. 

“And that’s the story you hear all the time. Not because people are ill-intended; I just don’t think the system is designed to accommodate women, so we lose a lot of talent that way,” said Dr. Oliveros, whose 2019 survey in the Journal of the American College of Cardiology called for more support and protections for pregnant doctors. 

Both doctors believe the PWFA will be beneficial but only if leadership in the field takes up the cause. 

“The cultures of these institutions determine whether women feel safe or even confident enough to have children in medical school or residency,” said Dr. Hussein. 
 

A version of this article appeared on Medscape.com.