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1.
J Gen Intern Med ; 37(7): 1626-1633, 2022 05.
Artículo en Inglés | MEDLINE | ID: mdl-34378113

RESUMEN

BACKGROUND: A study has shown that industry payments to physicians for drugs are associated not only with higher drug prescriptions but also with higher non-drug costs due to additional utilization of healthcare services. However, the association between industry payments to cardiologists for antiplatelet drugs and the costs and number of percutaneous coronary interventions they perform has not been investigated. OBJECTIVE: To examine the association between industry payments to cardiologists for antiplatelet drugs and the costs and number of percutaneous coronary interventions they perform. DESIGN: Using the 2016 Open Payments Database linked to the 2017 Medicare Provider Utilization and Payment Data, we examined the association between the value of industry payments related to the antiplatelet drugs prasugrel and ticagrelor and healthcare spending and volume for cardiovascular procedures, adjusted for potential cofounders. SUBJECTS: A total of 7456 cardiologists who performed diagnostic cardiac catheterizations on Medicare beneficiaries in 2017. MAIN MEASURES: Primary outcomes included (1) healthcare spending on cardiac procedures, (2) diagnostic cardiac catheterization volumes, and (3) rates of coronary stenting. Secondary outcomes were total expenditures for all drugs and for antiplatelet drugs. KEY RESULTS: Industry payments for antiplatelet drugs were associated with higher healthcare spending on cardiac procedures (adjusted difference, +$50.9 for additional $100 industry payments; 95% CI, +$25.5 to +$76.2; P < 0.001), diagnostic cardiac catheterizations (+0.1 procedures per cardiologist; 95% CI, +0.03 to +0.1; P=0.001), and stent use (+0.5 per 1000 diagnostic cardiac catheterizations per cardiologist; 95% CI, +0.2 to +0.9; P=0.002). Industry payments for antiplatelet drugs were associated with higher total costs for all drugs and antiplatelet drugs. CONCLUSIONS: Industry payments to cardiologists for antiplatelet drugs were associated with both prescribing of antiplatelet drugs and the use of cardiac procedures and stents. Further research is warranted to understand whether the observed associations are causal or reflect a greater propensity for higher volume proceduralists to have relationships with industry.


Asunto(s)
Medicare Part D , Médicos , Medicamentos bajo Prescripción , Anciano , Industria Farmacéutica , Humanos , Inhibidores de Agregación Plaquetaria/uso terapéutico , Pautas de la Práctica en Medicina , Stents , Estados Unidos
2.
Ann Surg ; 274(6): e1047-e1055, 2021 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-31850990

RESUMEN

OBJECTIVE: The aim of this study was to compare patient outcomes between International Medical Graduate (IMG) versus US medical graduate (USMG) surgeons. SUMMARY BACKGROUND DATA: One in 7 surgeons practicing in the US graduated from a foreign medical school. However, it remains unknown whether patient outcomes differ between IMG versus USMG surgeons. METHODS: Using 20% random sample of Medicare fee-for-service beneficiaries aged 65 to 99 years who underwent 1 of 13 common nonelective surgical procedures (as a "natural experiment" as surgeons are less likely to select patients in this context) in 2011 to 2014 (638,973 patients treated by 37,221 surgeons for the mortality analysis), we compared operative mortality, complications, and length of stay (LOS) between IMG and USMG surgeons, adjusting for patient and surgeon characteristics and hospital-specific fixed effects (effectively comparing IMG and USMG surgeons within the same hospital). We also conducted stratified analyses by patients' severity of illness and procedure type. RESULTS: We found no evidence that patient outcomes differ between IMG and USMG surgeons for operative mortality [adjusted mortality, 7.3% for IMGs vs 7.3% for USMGs; adjusted odds ratio (aOR), 1.01; 95% confidence interval (CI), 0.96-1.05; P = 0.79], complication rate (adjusted complication rate, 0.6% vs 0.6%; aOR, 0.95; 95% CI, 0.85-1.06; P = 0.43), and LOS (adjusted LOS, 6.6 days vs 6.6 days; adjusted difference, +0.02 days; 95% CI, -0.05 to +0.08; P = 0.54). We also found no difference when we stratified by severity of illness and procedures. CONCLUSION: Using national data of Medicare beneficiaries who underwent common surgical procedures, we found no evidence that outcomes differ between IMG and USMG surgeons.


Asunto(s)
Competencia Clínica , Médicos Graduados Extranjeros , Evaluación de Resultado en la Atención de Salud , Pautas de la Práctica en Medicina/estadística & datos numéricos , Cirujanos/normas , Procedimientos Quirúrgicos Operativos , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Masculino , Medicare , Estados Unidos
3.
Clin Infect Dis ; 70(2): 290-296, 2020 01 02.
Artículo en Inglés | MEDLINE | ID: mdl-30873556

RESUMEN

BACKGROUND: This study assesses differences in faculty rank between female and male infectious diseases (ID) faculty with academic appointments at US medical schools. METHODS: We analyzed a complete database of US physicians with medical school faculty appointments in 2014. This database consists of a linkage between the American Association of Medical Colleges faculty roster and a physician database from Doximity, and includes physician age, sex, years since residency completion, publications, National Institutes of Health grants, and registered clinical trials for all academic physicians by specialty. We used multivariable logistic regression models with medical school-specific fixed effects to assess sex differences in full professorship by specialty and the relationship between these factors and achieving the rank of full professor within ID. We compared this adjusted difference in ID to that of peer subspecialties. RESULTS: Among a total of 2016 academic ID physicians, there were 742 (37%) women who together accounted for 48.1% of assistant professors, 39.7% of associate professors, and 19.2% of full professors. Women faculty had fewer total (16.3 vs 28.3, P < .001) and first/last author publications (9.8 vs 20.4, P < .001). In adjusted models, the rate of full professorship (vs assistant or associate) among female compared to male ID physicians was large and significant (absolute adjusted difference, -8.0% [95% confidence interval, -11.9% to -4.1%]). This difference was greater in ID than in cardiology. CONCLUSIONS: Significant sex differences in achieving the rank of full professor exist in academic ID, after adjustment for multiple factors known to influence these outcomes. Greater efforts should be made to address equity in academic ID.


Asunto(s)
Enfermedades Transmisibles , Medicina , Enfermedades Transmisibles/epidemiología , Docentes Médicos , Femenino , Humanos , Masculino , Facultades de Medicina , Caracteres Sexuales , Factores Sexuales , Estados Unidos
4.
J Allergy Clin Immunol ; 144(6): 1697-1702.e1, 2019 12.
Artículo en Inglés | MEDLINE | ID: mdl-31279008

RESUMEN

BACKGROUND: Female physicians are significantly less likely than male physicians to be full professors, even after accounting for age, experience, specialty, and measures of research and clinical productivity. OBJECTIVE: We sought to evaluate sex differences in academic rank in the allergy and immunology workforce. METHODS: We used a cross-sectional physician data set containing the allergist's sex, age, years since residency, faculty appointment, authored publications, National Institutes of Health (NIH) funding, clinical trial investigation, and Medicare reimbursement to investigate sex differences in the academic allergy and immunology workforce using multilevel logistic regression models. RESULTS: Among 507 academic allergists (9.3% of practicing US allergists in 2014), 323 (63.7%) were men, and 184 (36.3%) were women. Female allergists were younger (47.9 vs 56.9 years, P < .001), had fewer total (12.5 vs 28.7, P < .001) and first/last author (8.0 vs 21.5, P < .001) average publications, were less likely to have NIH funding (13.0% vs 23.5%, P = .004), were less frequently a clinical trial investigator (10.3% vs 16.1%, P = .07), and generated less average annual Medicare revenue ($44,000 vs $23,000, P = .10). Of 152 (30.0%) full professors, 126 (82.9%) were male, and 26 (17.0%) were female. After multivariable adjustment, rates of full professorship among female and male allergists were not significantly different (absolute adjusted difference for female vs male allergists, 6.0%; 95% CI, -8.3% to 20.2%). CONCLUSIONS: Among allergists with US medical school faculty appointments, men and women were similarly likely to be full professors after accounting for factors influencing promotion. Underlying differences in research productivity and NIH funding not explained by age differences alone warrant additional investigation.


Asunto(s)
Alergia e Inmunología , Docentes Médicos , Médicos Mujeres , Facultades de Medicina , Estudios Transversales , Femenino , Humanos , Masculino
5.
J Nucl Cardiol ; 26(5): 1642-1646, 2019 10.
Artículo en Inglés | MEDLINE | ID: mdl-29374373

RESUMEN

BACKGROUND: The management of patients presenting to an emergency department with chest discomfort at low-risk for acute coronary syndrome represents a common clinical challenge. Such patients are often triaged to chest pain units for monitoring and cardiac stress testing for further risk stratification. METHODS: We conducted a retrospective study of 292 low-risk patients who presented to an emergency department with chest discomfort. We performed physician-adjudicated chart reviews of all patients with positive stress tests to assess downstream testing, subsequent coronary revascularization, and outcomes. RESULTS: Of the 292 patients, 33 (11.3%) had stress tests positive for ischemia, and 12 (4.1%) underwent diagnostic cardiac catheterization. Of the 292 patients, 4 (1.4%) underwent coronary revascularization that may have resulted in a mortality benefit. CONCLUSION: These data suggest a very low yield of detecting clinically significant coronary disease with stress testing low-risk patients with chest discomfort in emergency department chest pain units.


Asunto(s)
Síndrome Coronario Agudo/diagnóstico por imagen , Servicio de Urgencia en Hospital , Prueba de Esfuerzo , Anciano , Dolor en el Pecho , Enfermedad de la Arteria Coronaria/diagnóstico por imagen , Medicina de Emergencia , Femenino , Humanos , Masculino , Persona de Mediana Edad , Imagen de Perfusión Miocárdica , Estudios Prospectivos , Estudios Retrospectivos , Riesgo , Medición de Riesgo , Resultado del Tratamiento
6.
Circulation ; 135(6): 506-517, 2017 02 07.
Artículo en Inglés | MEDLINE | ID: mdl-28153987

RESUMEN

BACKGROUND: Studies demonstrate that women physicians are less likely than men to be full professors. Comprehensive evidence examining whether sex differences in faculty rank exist in academic cardiology, adjusting for experience and research productivity, is lacking. Therefore, we evaluated for sex differences in faculty rank among a comprehensive, contemporary cohort of US cardiologists after adjustment for several factors that impact academic advancement, including measures of clinical experience and research productivity. METHODS: We identified all US cardiologists with medical school faculty appointments in 2014 by using the American Association of Medical Colleges faculty roster and linked this list to a comprehensive physician database from Doximity, a professional networking website for doctors. Data on physician age, sex, years since residency, cardiology subspecialty, publications, National Institutes of Health grants, and registered clinical trials were available for all academic cardiologists. We estimated sex differences in full professorship, adjusting for these factors and medical school-specific fixed effects in a multivariable regression model. RESULTS: Among 3810 cardiologists with faculty appointments in 2014 (13.3% of all US cardiologists), 630 (16.5%) were women. Women faculty were younger than men (mean age, 48.3 years versus 53.5 years, P<0.001), had fewer total publications (mean number: 16.5 publications versus 25.2 publications; P<0.001), were similarly likely to have National Institutes of Health funding (proportion with at least 1 National Institutes of Health award, 10.8% versus 10.4%; P=0.77), and were less likely to have a registered clinical trial (percentage with at least 1 clinical trial, 8.9% versus 11.1%; P=0.10). Among 3180 men, 973 (30.6%) were full professors in comparison with 100 (15.9%) of 630 women. In adjusted analyses, women were less likely to be full professors than men (adjusted odds ratio, 0.63; 95% confidence interval, 0.43-0.94; P=0.02; adjusted proportions, 22.7% versus 26.7%; absolute difference, -4.0%; 95% confidence interval, -7.5% to -0.7%). CONCLUSIONS: Among cardiology faculty at US medical schools, women were less likely than men to be full professors after accounting for several factors known to influence faculty rank.


Asunto(s)
Cardiólogos/tendencias , Docentes Médicos/tendencias , Factores Sexuales , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estados Unidos
7.
Ann Surg ; 268(2): 193-200, 2018 08.
Artículo en Inglés | MEDLINE | ID: mdl-29334559

RESUMEN

OBJECTIVE: The aim of this study was to evaluate sex differences in full professorship among a comprehensive, contemporary cohort of US academic surgeons. SUMMARY OF BACKGROUND DATA: Previous work demonstrates that women are less likely than men to be full professors in academic medicine, and in certain surgical subspecialties. Whether sex differences in academic rank exist across all surgical fields, and after adjustment for confounders, is not known. METHODS: A comprehensive list of surgeons with faculty appointments at US medical schools in 2014 was obtained from Association of American Medical Colleges (AAMC) faculty roster and linked to a comprehensive physician database from Doximity, an online physician networking website, which contained the following data for all physicians: sex, age, years since residency, publication number (total and first/last author), clinical trials participation, National Institutes of Health grants, and surgical subspecialty. A 20% sample of 2013 Medicare payments for care was added to this dataset. Multivariable regression models were used to estimate sex differences in full professorship, adjusting for these variables and medical school-specific fixed effects. RESULTS: Among 11,549 surgeon faculty at US medical schools in 2014, 1692 (14.7%) were women. Women comprised 19.4% of assistant professors (1072/5538), 13.8% of associate professors (404/2931), and 7.0% of full professors (216/3080). After multivariable analysis, women were less likely to be full professors than men (adjusted odds ratio: 0.76, 95% confidence interval: 0.6-0.9). CONCLUSION: Among surgical faculty at US medical schools in 2014, women were less likely than men to be full professors after adjustment for multiple factors known to impact faculty rank.


Asunto(s)
Movilidad Laboral , Docentes Médicos/organización & administración , Médicos Mujeres/organización & administración , Sexismo/estadística & datos numéricos , Cirujanos/organización & administración , Adulto , Anciano , Anciano de 80 o más Años , Estudios Transversales , Docentes Médicos/estadística & datos numéricos , Femenino , Humanos , Masculino , Persona de Mediana Edad , Oportunidad Relativa , Médicos Mujeres/estadística & datos numéricos , Análisis de Regresión , Estudios Retrospectivos , Factores Sexuales , Cirujanos/estadística & datos numéricos , Estados Unidos
8.
Radiology ; 283(1): 140-147, 2017 04.
Artículo en Inglés | MEDLINE | ID: mdl-27768540

RESUMEN

Purpose To determine whether there were gender differences in full professorship after accounting for factors known to influence academic advancement. Materials and Methods Institutional review board approval was obtained for this HIPAA-compliant study, with waiver of informed consent. In this cross-sectional study, the authors used a comprehensive 2014 physician database (5089 academic radiologists, inclusive of all U.S. academic radiologists in 2014; 11.3% of all U.S. radiologists) containing information on physician age, years since residency, National Institutes of Health funding, scientific publications (first or last author and total), clinical trial investigation, and clinical volume measured according to 2013 Medicare reimbursement. Primary outcome of gender differences in full professorship was estimated by using a multilevel logistic regression model adjusting for these factors. Results Among 5089 academic radiologists, 3638 (71.5%) were men. The average age for male and female radiologists was 52 and 49 years, respectively. Overall, 239 women (16.5%) and 948 (26.1%) men were full professors (P < .001). Women had fewer total and first or last author publications than men (total, 12.2 vs 17.6; first or last, 6.8 vs 10.7; P < .001 for both comparisons). Women were less likely than men to have National Institutes of Health funding (2.0% vs 3.6%; P = .004) and generated less annual Medicare revenue ($63 346 vs $75 854; P = .001). After multivariate adjustment, rates of full professorship among female and male radiologists were not significantly different (absolute adjusted difference for female vs male radiologists, -1.5%; 95% confidence interval: -3.8%, 0.9%). Conclusion Among radiologists with U.S. medical school faculty appointments in 2014, men and women were similarly likely to be full professor after several factors known to influence promotion were taken into account. However, unadjusted differences in promotion and research productivity were present, which suggests that female radiologists may lack equal research opportunities. © RSNA, 2016.


Asunto(s)
Logro , Movilidad Laboral , Docentes Médicos/estadística & datos numéricos , Radiólogos/estadística & datos numéricos , Facultades de Medicina/estadística & datos numéricos , Adulto , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Distribución por Sexo , Estados Unidos
9.
Crit Care Med ; 45(12): e1292-e1296, 2017 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-29023259

RESUMEN

OBJECTIVES: Evaluate the characteristics of U.S. physicians who are board certified in cardiology and critical care medicine ("dual-boarded cardiologists"). DESIGN: Retrospective cross-sectional study using a comprehensive database of licensed U.S. physicians linked to Medicare claims. SETTING: The United States. SUBJECTS: Dual-boarded cardiologists. MEASUREMENTS AND MAIN RESULTS: We used a comprehensive physician database to identify all physicians who were board certified in cardiology and critical care medicine before July 2015. We assessed physicians' characteristics and compared dual-boarded cardiologists with and without active board certification in critical care medicine and estimated the maximum proportion of 2014 Medicare Cardiac ICU admissions treated by dual-boarded cardiologists. Among 473 dual-boarded cardiologists, 16 (3.4%) were women; 468 (99%) and 85 (18%) maintained active board certification in cardiology and critical care medicine, respectively. Overall, 98 dual-boarded cardiologists (21%) submitted 1,215 total claims for critical care services in 2014. Compared to dual-boarded cardiologists without active board certification in critical care medicine, those with active certification had more publications (median publications: 6.5 vs 3.0; p = 0.002), were more likely to be professors (22.3% vs 9.5%; p = 0.003), and were more likely to bill Medicare for critical care services (29% vs 17.8%; p = 0.002). We estimated that no more than 0.47% of all 2014 Medicare Cardiac ICU admissions were treated by a dual-boarded cardiologist. CONCLUSIONS: Dual-boarded cardiologists appear to deliver a small proportion of all Cardiac ICU services received by Medicare beneficiaries. Optimizing the modern Cardiac ICU workforce will require greater efforts to promote and support the training of dual-boarded cardiologists.


Asunto(s)
Cardiólogos/estadística & datos numéricos , Certificación/estadística & datos numéricos , Cuidados Críticos/estadística & datos numéricos , Estudios Transversales , Femenino , Humanos , Unidades de Cuidados Intensivos/estadística & datos numéricos , Masculino , Medicare/estadística & datos numéricos , Estudios Retrospectivos , Estados Unidos
10.
AJR Am J Roentgenol ; 209(5): 953-958, 2017 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-28871808

RESUMEN

OBJECTIVE: The purpose of this study was to evaluate salary differences between male and female academic radiologists at U.S. medical schools. MATERIALS AND METHODS: Laws in several U.S. states mandate public release of government records, including salary information of state employees. From online salary data published by 12 states, we extracted the salaries of all academic radiologists at 24 public medical schools during 2011-2013 (n = 573 radiologists). In this institutional review board-approved cross-sectional study, we linked these data to a physician database with information on physician sex, age, faculty rank, years since residency, clinical trial involvement, National Institutes of Health (NIH) funding, scientific publications, and clinical volume measured by 2013 Medicare payments. Sex difference in salary, the primary outcome, was estimated using a multilevel logistic regression adjusting for these factors. RESULTS: Among 573 academic radiologists, 171 (29.8%) were women. Female radiologists were younger (48.5 vs 51.6 years, p = 0.001) and more likely to be assistant professors (50.9% [87/171] vs 40.8% [164/402], p = 0.026). Salaries between men and women were similar in unadjusted analyses ($290,660 vs $289,797; absolute difference, $863; 95% CI, -$18,363 to $20,090), and remained so after adjusting for age, faculty rank, years since residency, clinical trial involvement, publications, total Medicare payments, NIH funding, and graduation from a highly ranked medical school. CONCLUSION: Among academic radiologists employed at 24 U.S. public medical schools, male and female radiologists had similar annual salaries both before and after adjusting for several variables known to influence salary among academic physicians.


Asunto(s)
Radiología , Salarios y Beneficios , Facultades de Medicina , Adulto , Anciano , Docentes Médicos/economía , Docentes Médicos/estadística & datos numéricos , Femenino , Humanos , Masculino , Persona de Mediana Edad , Factores Sexuales , Estados Unidos
12.
JAMA ; 318(21): 2119-2129, 2017 12 05.
Artículo en Inglés | MEDLINE | ID: mdl-29209722

RESUMEN

Importance: Use of locum tenens physicians has increased in the United States, but information about their quality and costs of care is lacking. Objective: To evaluate quality and costs of care among hospitalized Medicare beneficiaries treated by locum tenens vs non-locum tenens physicians. Design, Setting, and Participants: A random sample of Medicare fee-for-service beneficiaries hospitalized during 2009-2014 was used to compare quality and costs of hospital care delivered by locum tenens and non-locum tenens internal medicine physicians. Exposures: Treatment by locum tenens general internal medicine physicians. Main Outcomes and Measures: The primary outcome was 30-day mortality. Secondary outcomes included inpatient Medicare Part B spending, length of stay, and 30-day readmissions. Differences between locum tenens and non-locum tenens physicians were estimated using multivariable logistic regression models adjusted for beneficiary clinical and demographic characteristics and hospital fixed effects, which enabled comparisons of clinical outcomes between physicians practicing within the same hospital. In prespecified subgroup analyses, outcomes were reevaluated among hospitals with different levels of intensity of locum tenens physician use. Results: Of 1 818 873 Medicare admissions treated by general internists, 38 475 (2.1%) received care from a locum tenens physician; 9.3% (4123/44 520) of general internists were temporarily covered by a locum tenens physician at some point. Differences in patient characteristics, demographics, comorbidities, and reason for admission between locum tenens and non-locum tenens physicians were not clinically relevant. Treatment by locum tenens physicians, compared with treatment by non-locum tenens physicians (n = 44 520 physicians), was not associated with a significant difference in 30-day mortality (8.83% vs 8.70%; adjusted difference, 0.14%; 95% CI, -0.18% to 0.45%). Patients treated by locum tenens physicians had significantly higher Part B spending ($1836 vs $1712; adjusted difference, $124; 95% CI, $93 to $154), significantly longer mean length of stay (5.64 days vs 5.21 days; adjusted difference, 0.43 days; 95% CI, 0.34 to 0.52), and significantly lower 30-day readmissions (22.80% vs 23.83%; adjusted difference, -1.00%; 95% CI -1.57% to -0.54%). Conclusions and Relevance: Among hospitalized Medicare beneficiaries treated by a general internist, there were no significant differences in overall 30-day mortality rates among patients treated by locum tenens compared with non-locum tenens physicians. Additional research may help determine hospital-level factors associated with the quality and costs of care related to locum tenens physicians.


Asunto(s)
Servicios Contratados , Costos de Hospital , Mortalidad Hospitalaria , Hospitalización/economía , Hospitales , Medicina Interna , Medicare , Calidad de la Atención de Salud , Anciano , Anciano de 80 o más Años , Planes de Aranceles por Servicios , Femenino , Humanos , Tiempo de Internación , Modelos Logísticos , Masculino , Medicare/economía , Readmisión del Paciente , Admisión y Programación de Personal , Estados Unidos/epidemiología , Recursos Humanos
14.
J Gen Intern Med ; 30(6): 724-31, 2015 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-25586869

RESUMEN

BACKGROUND: Accurately predicting the risk of no-show for a scheduled colonoscopy can help target interventions to improve compliance with colonoscopy, and thereby reduce the disease burden of colorectal cancer and enhance the utilization of resources within endoscopy units. OBJECTIVES: We aimed to utilize information available in an electronic medical record (EMR) and endoscopy scheduling system to create a predictive model for no-show risk, and to simultaneously evaluate the role for natural language processing (NLP) in developing such a model. DESIGN: This was a retrospective observational study using discovery and validation phases to design a colonoscopy non-adherence prediction model. An NLP-derived variable called the Non-Adherence Ratio ("NAR") was developed, validated, and included in the model. PARTICIPANTS: Patients scheduled for outpatient colonoscopy at an Academic Medical Center (AMC) that is part of a multi-hospital health system, 2009 to 2011, were included in the study. MAIN MEASURES: Odds ratios for non-adherence were calculated for all variables in the discovery cohort, and an Area Under the Receiver Operating Curve (AUC) was calculated for the final non-adherence prediction model. KEY RESULTS: The non-adherence model included six variables: 1) gender; 2) history of psychiatric illness, 3) NAR; 4) wait time in months; 5) number of prior missed endoscopies; and 6) education level. The model achieved discrimination in the validation cohort (AUC= =70.2 %). At a threshold non-adherence score of 0.46, the model's sensitivity and specificity were 33 % and 92 %, respectively. Removing the NAR from the model significantly reduced its predictive power (AUC = 64.3 %, difference = 5.9 %, p < 0.001). CONCLUSIONS: A six-variable model using readily available clinical and demographic information demonstrated accuracy for predicting colonoscopy non-adherence. The NAR, a novel variable developed using NLP technology, significantly strengthened this model's predictive power.


Asunto(s)
Colonoscopía/psicología , Registros Electrónicos de Salud , Cooperación del Paciente , Femenino , Humanos , Masculino , Persona de Mediana Edad , Modelos Teóricos , Procesamiento de Lenguaje Natural , Estudios Retrospectivos
15.
JAMA ; 314(11): 1149-58, 2015 Sep 15.
Artículo en Inglés | MEDLINE | ID: mdl-26372584

RESUMEN

IMPORTANCE: The proportion of women at the rank of full professor in US medical schools has not increased since 1980 and remains below that of men. Whether differences in age, experience, specialty, and research productivity between sexes explain persistent disparities in faculty rank has not been studied. OBJECTIVE: To analyze sex differences in faculty rank among US academic physicians. DESIGN, SETTING, AND PARTICIPANTS: We analyzed sex differences in faculty rank using a cross-sectional comprehensive database of US physicians with medical school faculty appointments in 2014 (91,073 physicians; 9.1% of all US physicians), linked to information on physician sex, age, years since residency, specialty, authored publications, National Institutes of Health (NIH) funding, and clinical trial investigation. We estimated sex differences in full professorship, as well as a combined outcome of associate or full professorship, adjusting for these factors in a multilevel (hierarchical) model. We also analyzed how sex differences varied with specialty and whether differences were more prevalent at schools ranked highly in research. EXPOSURES: Physician sex. MAIN OUTCOMES AND MEASURES: Academic faculty rank. RESULTS: In all, there were 30,464 women who were medical faculty vs 60,609 men. Of those, 3623 women (11.9%) vs 17,354 men (28.6%) had full-professor appointments, for an absolute difference of -16.7% (95% CI, -17.3% to -16.2%). Women faculty were younger and disproportionately represented in internal medicine and pediatrics. The mean total number of publications for women was 11.6 vs 24.8 for men, for a difference of -13.2 (95% CI, -13.6 to -12.7); the mean first- or last-author publications for women was 5.9 vs 13.7 for men, for a difference of -7.8 (95% CI, -8.1 to -7.5). Among 9.1% of medical faculty with an NIH grant, 6.8% (2059 of 30,464) were women and 10.3% (6237 of 60,609) were men, for a difference of -3.5% (95% CI, -3.9% to -3.1%). In all, 6.4% of women vs 8.8% of men had a trial registered on ClinicalTrials.gov, for a difference of -2.4% (95% CI, -2.8% to -2.0%). After multivariable adjustment, women were less likely than men to have achieved full-professor status (absolute adjusted difference in proportion, -3.8%; 95% CI, -4.4% to -3.3%). Sex-differences in full professorship were present across all specialties and did not vary according to whether a physician's medical school was ranked highly in terms of research funding. CONCLUSIONS AND RELEVANCE: Among physicians with faculty appointments at US medical schools, there were sex differences in academic faculty rank, with women substantially less likely than men to be full professors, after accounting for age, experience, specialty, and measures of research productivity.


Asunto(s)
Movilidad Laboral , Docentes Médicos/estadística & datos numéricos , Facultades de Medicina , Distribución por Sexo , Adulto , Distribución por Edad , Anciano , Anciano de 80 o más Años , Estudios Transversales , Femenino , Humanos , Masculino , Medicina/estadística & datos numéricos , Persona de Mediana Edad , Análisis Multivariante , Médicos Mujeres/estadística & datos numéricos , Estados Unidos , Recursos Humanos
17.
BMC Med Educ ; 14: 257, 2014 Nov 30.
Artículo en Inglés | MEDLINE | ID: mdl-25433680

RESUMEN

BACKGROUND: Effective clinical leadership is associated with better patient care. We implemented and evaluated a pilot clinical leadership course for second year internal medicine residents at a large United States Academic Medical Center that is part of a multi-hospital health system. METHODS: The course met weekly for two to three hours during July, 2013. Sessions included large group discussions and small group reflection meetings. Topics included leadership styles, emotional intelligence, and leading clinical teams. Course materials were designed internally and featured "business school style" case studies about everyday clinical medicine which explore how leadership skills impact care delivery. Participants evaluated the course's impact and quality using a post-course survey. Questions were structured in five point likert scale and free text format. Likert scale responses were converted to a 1-5 scale (1 = strongly disagree; 3 = neither agree nor disagree; 5 = strongly agree), and means were compared to the value 3 using one-way T-tests. Responses to free text questions were analyzed using the constant comparative method. RESULTS: All sixteen pilot course participants completed the survey. Participants overwhelmingly agreed that the course provided content and skills relevant to their clinical responsibilities and leadership roles. Most participants also acknowledged that taking the course improved their understanding of their strengths and weaknesses as leaders, different leadership styles, and how to manage interpersonal conflict on clinical teams. 88% also reported that the course increased their interest in pursuing additional leadership training. CONCLUSIONS: A clinical leadership course for internal medicine residents designed by colleagues, and utilizing case studies about clinical medicine, resulted in significant self-reported improvements in clinical leadership competencies.


Asunto(s)
Curriculum , Educación de Postgrado en Medicina/organización & administración , Medicina Interna/educación , Liderazgo , Mejoramiento de la Calidad , Centros Médicos Académicos , Adulto , Femenino , Humanos , Internado y Residencia/organización & administración , Masculino , Proyectos Piloto , Desarrollo de Programa , Evaluación de Programas y Proyectos de Salud , Estados Unidos
18.
Clin Cardiol ; 47(6): e24302, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38874052

RESUMEN

BACKGROUND: There is no widely accepted care model for managing high-need, high-cost (HNHC) patients. We hypothesized that a Home Heart Hospital (H3), which provides longitudinal, hospital-level at-home care, would improve care quality and reduce costs for HNHC patients with cardiovascular disease (CVD). OBJECTIVE: To evaluate associations between enrollment in H3, which provides longitudinal, hospital-level at-home care, care quality, and costs for HNHC patients with CVD. METHODS: This retrospective within-subject cohort study used insurance claims and electronic health records data to evaluate unadjusted and adjusted annualized hospitalization rates, total costs of care, part A costs, and mortality rates before, during, and following H3. RESULTS: Ninety-four patients were enrolled in H3 between February 2019 and October 2021. Patients' mean age was 75 years and 50% were female. Common comorbidities included congestive heart failure (50%), atrial fibrillation (37%), coronary artery disease (44%). Relative to pre-enrollment, enrollment in H3 was associated with significant reductions in annualized hospitalization rates (absolute reduction (AR): 2.4 hospitalizations/year, 95% confidence interval [95% CI]: -0.8, -4.0; p < 0.001; total costs of care (AR: -$56 990, 95% CI: -$105 170, -$8810; p < 0.05; and part A costs (AR: -$78 210, 95% CI: -$114 770, -$41 640; p < 0.001). Annualized post-H3 total costs and part A costs were significantly lower than pre-enrollment costs (total costs of care: -$113 510, 95% CI: -$151 340, -$65 320; p < 0.001; part A costs: -$84 480, 95% CI: -$121 040, -$47 920; p < 0.001). CONCLUSIONS: Longitudinal home-based care models hold promise for improving quality and reducing healthcare spending for HNHC patients with CVD.


Asunto(s)
Enfermedades Cardiovasculares , Hospitalización , Humanos , Femenino , Masculino , Estudios Retrospectivos , Anciano , Enfermedades Cardiovasculares/economía , Enfermedades Cardiovasculares/terapia , Enfermedades Cardiovasculares/epidemiología , Hospitalización/economía , Costos de la Atención en Salud/estadística & datos numéricos , Estados Unidos/epidemiología , Servicios de Atención a Domicilio Provisto por Hospital/economía , Costos de Hospital , Anciano de 80 o más Años , Persona de Mediana Edad
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