Scope of Practice Intentions Among Family Medicine Residents for Integrated Care of HIV and Hepatitis C Infection in People With Opioid Use Disorder.

Background And Objectives: Because deaths from opioid overdoses have increased in the United States, family physicians are needed who can provide integrated care for a patient with HIV, hepatitis C, and opioid use disorder. We sought to describe the individual and residency characteristics of graduating family medicine residents who intend to practice such integrated care.

Methods: We used 2017-2021 data from the American Board of Family Medicine Initial Certification Questionnaire.

Integrated edge-to-exascale workflow for real-time steering in neutron scattering experiments.

We introduce a computational framework that integrates artificial intelligence (AI), machine learning, and high-performance computing to enable real-time steering of neutron scattering experiments using an edge-to-exascale workflow. Focusing on time-of-flight neutron event data at the Spallation Neutron Source, our approach combines temporal processing of four-dimensional neutron event data with predictive modeling for multidimensional crystallography. At the core of this workflow is the Temporal Fusion Transformer model, which provides voxel-level precision in predicting 3D neutron scattering patterns.

The Effect of Spaced Repetition on Learning and Knowledge Transfer in a Large Cohort of Practicing Physicians.

Purpose: Spaced repetition is superior to repeated study for learning and knowledge retention, but literature on the effect of different spaced repetition strategies is lacking. The authors evaluated the effects of different spaced repetition strategies on long-term knowledge retention and transfer.

Method: This prospective cohort study, conducted from October 1, 2020, to July 20, 2023, used the American Board of Family Medicine Continuous Knowledge Self-Assessment (CKSA) to assess learning and knowledge transfer of diplomates and residents.

Self-Reported Panel Size Among Family Physicians Declined by Over 25% Over a Decade (2013-2022).

Underinvestment in primary care and erosion of the primary care physician workforce are resulting in patients across the US experiencing growing difficulty in obtaining access to primary care. Compounding this access problem, we find that the average patient panel size among US family physicians may have decreased by 25% over the past decade (2013 to 2022). Reversing the decline in access to primary care in the face of decreasing panel sizes requires both better supporting family physicians to manage larger panels, such as by expanding primary care teams, and substantially increasing the supply of family physicians.

The Disproportionate Impact of Primary Care Disruption and Telehealth Utilization During COVID-19.

Purpose: The COVID-19 pandemic not only exacerbated existing disparities in health care in general but likely worsened disparities in access to primary care. Our objective was to quantify the nationwide decrease in primary care visits and increase in telehealth utilization during the pandemic and explore whether certain groups of patients were disproportionately affected.

Methods: We used a geographically diverse primary care electronic health record data set to examine the following 3 outcomes: (1) change in total visit volume, (2) change in in-person visit volume, and (3) the telehealth conversion ratio defined as the number of pandemic telehealth visits divided by the total number of prepandemic visits.

Physician-Level Continuity of Care and Patient Outcomes in All-Payer Claims Database.

Introduction: Being one of the few existing measures of primary care functions, physician-level continuity of care (Phy-CoC) is measured by the weighted average of patient continuity scores. Compared with the well-researched patient-level continuity, Phy-CoC is a new instrument with limited evidence from Medicare beneficiaries. This study aimed to expand the patient sample to include patients of all ages and all types of insurance and reassess the associations between full panel-based Phy-CoC scores and patient outcomes.

Addressing Social Determinants of Health in Family Medicine Practices.

Primary care practices are under pressure to address patients' social determinants of health (SDOH). However, the extent to which these practices have this ability remains unknown. The objective of this study was to examine the association between physician, practice, and community characteristics and the ability of family medicine practices to address patients' SDOH.

Maternity Access in Rural America: The Role of Family Physicians in Providing Access to Cesarean Sections.

Introduction: As an increasing number of rural hospitals close their maternity care units, many of the approximately 28 million reproductive-age women living in rural America do not have local access to obstetric services. We sought to describe the characteristics and distribution of cesarean section-providing family physicians who may provide critical services in maintaining obstetric access in rural hospitals.

Methods: Using a cross-sectional study design, we linked data from the 2017 to 2022 American Board of Family Medicine's Continuting Certification Questionnaire on provision of cesarean sections as primary surgeon and practice characteristics to geographic data.

Colorectal Cancer Screening in Rural and Urban Primary Care Practices Amid Implementation of the Medicare Access and CHIP Reauthorization Act.

Purpose: The Medicare Access and CHIP Reauthorization Act (MACRA) incentivized primary care practices to improve colorectal cancer screening rates. This study examined if colorectal screening rates improved among rural and urban primary care practices amid implementation of MACRA.

Methods: Colorectal cancer screening data are from a national registry of 139 primary care practices.

A Match Made in Rural: Interpreting Match Rates and Exploring Best Practices.

Background And Objectives: Although rural family medicine residency programs are effective in placing trainees into rural practice, many struggle to recruit students. Lacking other public measures, students may use residency match rates as a proxy for program quality and value. This study documents match rate trends and explores the relationship between match rates and program characteristics, including quality measures and recruitment strategies.

Challenges Meeting Training Requirements in the Care of Children in Family Medicine Residency Programs: A CERA Study.

Background And Objective: In 2014, the Accreditation Council for Graduate Medical Education (ACGME) implemented numeric requirements for family medicine (FM) pediatric patient encounters. Impact on residency programs is unclear. We aimed to identify any difficulties faced by FM program directors (PDs) meeting these numeric requirements.

Characteristics of Family Physicians Practicing Collaboratively With Behavioral Health Professionals.

Integrating behavioral health into primary care can improve access to behavioral health and patient health outcomes. We used 2017-2021 American Board of Family Medicine continuing certificate examination registration questionnaire responses to determine the characteristics of family physicians who work collaboratively with behavioral health professionals. With a 100% response rate, 38.

Exploring the Association Between Physician Continuity of Care and Diagnosing Hypertension.

Context. The American Board of Family Medicine was funded by the Gordon Betty Moore Foundation to study the association between physician continuity of care, a clinical quality measure, and its impact on accurate, timely, efficient, and cost-effective diagnosis of target conditions that contribute to cardiovascular disease. In this exploratory analysis, we used electronic health records data from the PRIME registry to examine the association of continuity with factors leading to a hypertension diagnosis.

Rural Versus Urban Family Medicine Residency Scope of Training and Practice.

Background And Objectives: Little is known about how rural and urban family medicine residencies compare in preparing physicians for practice. This study compared the perceptions of preparation for practice and actual postgraduation scope of practice (SOP) between rural and urban residency program graduates.

Methods: We analyzed data on 6,483 early-career, board-certified physicians surveyed 2016-2018, 3 years after residency graduation, and 44,325 later-career board-certified physicians surveyed 2014-2018, every 7 to 10 years after initial certification.

Academic Achievement and Competency in Rural and Urban Family Medicine Residents.

Background And Objectives: The quality of training in rural family medicine (FM) residencies has been questioned. Our objective was to assess differences in academic performance between rural and urban FM residencies.

Methods: We used American Board of Family Medicine (ABFM) data from 2016-2018 residency graduates.

Racial and ethnic disparities in access to primary care during COVID-19.

Context: Early evidence suggests that many patients chose to forgo or delay necessary medical care during the COVID-19 pandemic. Existing and well-documented racial and ethnic disparities in access to care were exacerbated by the pandemic for many reasons, potentially including the additional barriers involved in a rapid shift to telehealth for certain groups of patients. Objectives: 1) Examine changes in primary care visit volume and telehealth during the COVID-19 pandemic.

Pandemic Disruption in Residency Did Not Alter Trends in Intended Scope of Practice.

We found the intended scope of practice remained unchanged in graduating family medicine residents between pre-pandemic and pandemic period. Tracking these trends with later cohorts will fully assess the pandemics' impact on training so that residencies can adjust their education accordingly.

Family Physician Income Disparities by Race and Gender.

A race and gender salary gap has been well-documented throughout the U.S. economy, but little described in primary care.

Racial/Ethnic Group Trajectory Differences in Exam Performance Among US Family Medicine Residents.

Background And Objectives: Racial/ethnic score disparities on standardized tests are well documented. Such differences on the American Board of Family Medicine (ABFM) certification examination have not been previously reported. If such differences exist, it could be due to differences in knowledge at the beginning of residency or due to variations in the rate of knowledge acquisition during residency.

Family Physicians Increasingly Deliver Care in Diverse Languages.

The proportion of family physicians reporting provision of patient care in Spanish changed little between 2013 to 2020 but rose substantially for care delivered in other non-English languages. Physician-patient language concordance is associated with better clinical outcomes and higher patient satisfaction, serves as a proxy indicator for workforce diversity, and should be monitored and encouraged as the US population continues to diversify.

: reverse Monte Carlo refinement of diffuse scattering and correlated disorder from single crystals.

A user-friendly program has been developed to analyze diffuse scattering from single crystals with the reverse Monte Carlo method. The approach allows for refinement of correlated disorder from atomistic supercells with magnetic or structural (occupational and/or displacive) disorder. The program is written in Python and optimized for performance and efficiency.

HIV Care by Early-Career Family Physicians.

Background And Objectives: Antiretroviral treatment has transformed human immunodeficiency virus (HIV) infection into a chronic disease. Prior research demonstrated a discrepancy between preparation to provide HIV care and current provision among recent residency graduates. Our study aimed to describe characteristics related to preparedness and provision of HIV care, and to identify the associations between physician and practice characteristics with current provision of HIV care among those prepared.

One-Third of Family Physicians Remain in Independently Owned Practice, 2017-2019.

The rise of health system and hospital ownership of primary care practices raises policy questions about the survival of independent physician-owned practices. Our data indicate that a substantial proportion of FPs in 2017-2019 remained in independently owned practice: 81% of solo practitioners and 35% of FPs in practices with 2-5 clinicians. These findings suggest that independent practice is surviving, and that it's incumbent on researchers, payers, and policymakers to better understand their unique contributions and challenges in the effort to improve primary care access, quality, and cost.