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Koehlmoos TP, Madsen C, Banaag A, Mitro JP, Schoenfeld AJ, Learn PA, Cooper Z, Weissman JS. The Comparative Effectiveness and Provider-induced Demand Collaboration Project: A Pioneering Military-Civilian Academic Partnership to Build Health Services Research Capacity for the Military Health System. Mil Med 2024; 189:e871-e877. [PMID: 37656504 DOI: 10.1093/milmed/usad346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 07/24/2023] [Accepted: 08/22/2023] [Indexed: 09/02/2023] Open
Abstract
INTRODUCTION Like civilian health systems, the United States Military Health System (MHS) confronts challenges in achieving the aims of reducing cost, and improving quality, access, and safety, but historically has lacked coordinated health services research (HSR) capabilities that enabled knowledge translation and iterative learning from its wealth of data. A military-civilian academic partnership called the Comparative Effectiveness and Provider-Induced Demand Collaboration (EPIC), formed in 2011, demonstrated early proof-of-concept in using the MHS claims database for research focused on drivers of variation in health care. This existing partnership was reorganized in 2015 and its topics expanded to meet the need for HSR in support of emerging priorities and to develop current and HSR capacity within the MHS. MATERIALS AND METHODS A Donabedian framework of structure, process, and outcomes was applied to support the project, through a core of principal investigators, researchers, analysts, and administrators. Within this framework, new researchers and student trainees learn foundations of HSR while performing secondary analysis of claims data from the MHS Data Repository (MDR) focusing on Health and Readiness, Pediatrics, Policy, Surgery, Trauma, and Women's Health. RESULTS Since 2015, the project has trained 25 faculty, staff, and providers; 51 students and residents; 21 research fellows across multiple disciplines; and as of 2022, produced 107 peer-reviewed publications and 130 conference presentations, across all five themes and six cores. Research results have been incorporated into Federal and professional policy guidelines. Major research areas include opioid usage and prescribing, value-based care, and racial disparities. EPIC researchers provide direct support to MHS leaders and enabling expertise to clinical providers. CONCLUSIONS EPIC, through its Donabedian framework and utilization of the MHS Data Repository as a research tool, generates actionable findings and builds capacity for continued HSR across the MHS. Eight years after its reorganization in 2015, EPIC continues to provide a platform for capacity building and knowledge translation.
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Affiliation(s)
- Tracey Pérez Koehlmoos
- Center for Health Services Research, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | - Cathaleen Madsen
- Center for Health Services Research, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD 20817, USA
| | - Amanda Banaag
- Center for Health Services Research, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD 20817, USA
| | - Jessica Pope Mitro
- Department of Global and Community Health, George Mason University, Fairfax, VA 22030, USA
| | - Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Peter A Learn
- Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | - Zara Cooper
- Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02120, USA
| | - Joel S Weissman
- Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02120, USA
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Safko J, Banaag A, Madsen C, Koehlmoos T. Analysis of Telehealth Equity Within the Military Health System During the COVID-19 Pandemic. Telemed J E Health 2024; 30:85-92. [PMID: 37432772 DOI: 10.1089/tmj.2023.0059] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/13/2023] Open
Abstract
Background: Telehealth care expanded during the COVID-19 pandemic, although previous studies show racial, gender, and socioeconomic inequalities in its usage. Racial disparities are known to be mitigated in the Military Health System (MHS), whose 9.6 million beneficiaries are universally insured and nationally representative. This study investigated whether known disparities in telehealth usage were mitigated in the MHS. Methods: This study performed a retrospective cross-sectional study of TRICARE telehealth claims data from January 2020 to December 2021. Beneficiaries aged 0 to 64 years were identified with Common Procedural Terminology code modifiers 95, GT, and GQ, which indicated procedures that were delivered through either synchronous or asynchronous telecommunication services. Visits were defined as one encounter per patient per day. Analyses included descriptive statistics of patient demographics, number of telehealth visits, and differences between military-provided and private sector care (PSC). Military rank was used as a proxy for socioeconomic status (SES), generally combining income, education, and occupation type. Results: A total of 917,922 beneficiaries received telehealth visits during the study period: 25% in direct care, 80% in PSC, and 4% in both care settings. The majority of visits were received by females (57%) and associated with a Senior Enlisted rank (66%). The visits by racial category were proportional to the percentage of each category in the population. The lowest number of visits was for those older than 60 years, potentially receiving Medicare instead, and those associated with Junior Enlisted rank, a potential disparity that may also reflect access to leave or smaller family size. Conclusions and Relevance: Within the MHS, telehealth visits were equitable by race, in line with previous findings, but not by gender, SES, or age. Findings by gender are reflected in the greater U.S. population. Further research is needed to assess and address potential disparities associated with Junior Enlisted rank as proxy for low SES.
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Affiliation(s)
- Jennifer Safko
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Amanda Banaag
- Center for Health Services Research, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
| | - Cathaleen Madsen
- Center for Health Services Research, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
| | - Tracey Koehlmoos
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
- Center for Health Services Research, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
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Peng Y, Liu Z, Fu G, Zhao B, Gong M, Lu Z, Zhou Y, Chen L, Su H, Lou W, Chen G, He X, Gu J, Kong J. Identification microenvironment immune features and key genes in elderly stroke patients. Medicine (Baltimore) 2023; 102:e33108. [PMID: 36862915 PMCID: PMC9981407 DOI: 10.1097/md.0000000000033108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/04/2023] Open
Abstract
BACKGROUND The purpose of this study was to identify the signaling pathways and immune microenvironments related to elderly stroke patients. METHODS We downloaded the public transcriptome data (GSE37587) from the gene expression omnibus and divided the patients into young and old groups and identified differentially expressed genes (DEGs). Gene ontology function analysis, Kyoto encyclopedia of genes and genomes pathway analysis, and gene set enrichment analysis (GSEA) were performed. A protein-protein interaction network was constructed and hub genes were identified. Gene-miRNA, gene-TF, and gene-drug networks were constructed using the network analyst database. The immune infiltration score was evaluated using single-sample gene set enrichment analysis GSEA, its correlation with age was computed and visualized using R software. RESULTS We identified 240 DEGs, including 222 upregulated and 18 downregulated DEGs. Gene ontology enrichment was significantly enriched in response to the virus, type I interferon signaling pathway, cytological component, focal adhesion, cell-substrate adherents junction, and the cytosolic ribosome. GSEA identified the following mechanisms: heme metabolism, interferon gamma response, and interferon alpha response. Ten hub genes included interferon alpha-inducible protein 27, human leucocyte antigen-G, interferon-induced protein with tetratricopeptide repeats 2, 2'-5'-oligoadenylate synthetase 2, interferon alpha-inducible protein 6, interferon alpha-inducible protein 44-like, interferon-induced protein with tetratricopeptide repeats 3, interferon regulatory factor 5, myxovirus resistant 1, and interferon-induced protein with tetratricopeptide repeats 1. Quantitative analysis of immune infiltration showed that increased age was significantly positively correlated with myeloid-derived suppressor cells and natural killer T cells, and negatively correlated with immature dendritic cells. CONCLUSION The present research could help us better understand the molecular mechanisms and immune microenvironment of elderly patients with stroke.
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Affiliation(s)
- Yisheng Peng
- Department of Radiological Intervention, Women’s Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care Hospital, Nanjing, Jiangsu, P.R. China
| | - Zhengli Liu
- Department of Interventional Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, P.R. China
| | - Guanqi Fu
- Department of Interventional Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, P.R. China
| | - Boxiang Zhao
- Department of Interventional Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, P.R. China
| | - Maofeng Gong
- Department of Interventional Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, P.R. China
| | - Zhaoxuan Lu
- Department of Interventional Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, P.R. China
| | - Yangyi Zhou
- Department of Interventional Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, P.R. China
| | - Liang Chen
- Department of Interventional Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, P.R. China
| | - Haobo Su
- Department of Interventional Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, P.R. China
| | - Wensheng Lou
- Department of Interventional Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, P.R. China
| | - Guoping Chen
- Department of Interventional Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, P.R. China
| | - Xu He
- Department of Interventional Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, P.R. China
| | - Jianping Gu
- Department of Interventional Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, P.R. China
| | - Jie Kong
- Department of Interventional Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, P.R. China
- * Correspondence: Jie Kong, Department of Interventional Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu 210006, P.R. China (e-mail: )
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The impact of performance feedback reports on physician ordering behavior in the use of computed tomography pulmonary angiography (CTPA). Emerg Radiol 2023; 30:63-69. [PMID: 36378395 PMCID: PMC9664050 DOI: 10.1007/s10140-022-02100-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 11/07/2022] [Indexed: 11/16/2022]
Abstract
PURPOSE The increased utilization, and potential overutilization, of computed tomography pulmonary angiography (CTPA) is a well-recognized issue within emergency departments (EDs). The objective of this study is to determine the impact of performance feedback reports on CTPA ordering behavior among ED physicians. METHODS We conducted a prospective study of the impact of individualized performance feedback reports on the ordering behavior of physicians working at two high-volume community EDs in Ontario, Canada. We generated individualized reports (or "Dashboards") for each ED physician containing detailed feedback and peer comparison for each physician's CTPA ordering. Our baseline pre-intervention period was January 1 to December 31, 2018, and our intervention period was January 1, 2019, to December 31, 2021. We tracked individual and group ordering behavior through the study period. Our primary outcomes are impact of feedback on (1) overall group ordering rate and (2) overall diagnostic yield. Secondary analysis was done to determine the impact of the intervention on those physicians with the highest CTPA utilization rate. RESULTS There was no statistically significant difference in the diagnostic yield of the included physicians in either of the years of the intervention period. There was a statically significant increase in the utilization rate for CTPA from 2018 to 2020 and 2021 from 5.9 to 7.9 and 11.4 CTPAs per 1000 ED visits respectively (p < 0.5). CONCLUSION Our study found no consistent significant impact of individualized feedback and peer comparison on physician ordering of CTPAs. This points to a potentially greater impact of environmental and institutional factors, as opposed to physician-targeted quality improvement measures, on physician ordering behavior.
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Roberson DS, Pierorazio PM. Exploring the Association Between the Institution and Variation in Nonoperative Management of Low-risk Cancers. JAMA Netw Open 2022; 5:e2242218. [PMID: 36378315 DOI: 10.1001/jamanetworkopen.2022.42218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Daniel S Roberson
- Division of Urology, Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Phillip M Pierorazio
- Division of Urology, Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
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Koelker M, Krimphove M, Alkhatib K, Nabi J, Kuo LE, Lipsitz SR, Choueiri TK, Chang SL, Doherty GM, Kibel AS, Trinh QD, Cole AP. Understanding Hospital-Level Patterns of Nonoperative Management for Low-risk Thyroid and Kidney Cancer. JAMA Netw Open 2022; 5:e2242210. [PMID: 36378306 PMCID: PMC9667332 DOI: 10.1001/jamanetworkopen.2022.42210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
IMPORTANCE There is a growing trend toward conservative management for certain low-risk cancers. Hospital and health-system factors may play a role in determining how these patients are managed. OBJECTIVE To explore the contribution of hospitals on patients' odds of nonoperative management for low-risk cancer. DESIGN, SETTING, AND PARTICIPANTS In this cross-sectional study, individuals with low-risk papillary thyroid cancer and solitary kidney masses were identified, and those receiving nonoperative management vs surgery were compared. Patients with low-risk thyroid cancer and kidney cancer from 2015 to 2017 eligible for nonoperative management according to National Comprehensive Cancer Network guidelines within the National Cancer Database were included. Data were analyzed from October 2021 to March 2022. MAIN OUTCOMES AND MEASURES For each facility, the proportion of these patients who received operative and nonoperative management was calculated. A mixed-effects logistic regression model with a hospital-level random effects term was used to calculate factors associated with nonoperative management. Between-hospital variability was assessed using ranked caterpillar plots. RESULTS There were 19 570 individuals with low-risk thyroid cancer (15 344 women [78.4%]; mean [SD] age, 51.74 [95% CI, 51.39-52.08] years) and 41 403 with kidney cancer (25 253 men [61.0%]; mean [SD] age, 61.93 [95% CI, 61.70-62.17] years). In the group with low-risk thyroid cancer, 2.1% (419 patients) received nonoperative management, and in the group with kidney cancer, 9.5% (3928 patients) received nonoperative management. This varied between hospitals from 1.1% (95% CI, 1.0%-1.1%) in the bottom decile to 10.3% (95% CI, 8.0%-12.4%) in the top decile for low-risk thyroid cancer, and from 4.3% (95% CI, 4.1%-4.4%) in the bottom decile to 24.6% (95% CI, 22.7%-26.5%) in the top decile for small kidney masses. For both cancers, age was associated with increased odds of nonoperative treatment. The hospital-level odds of nonoperative management of thyroid and kidney cancer using unadjusted probabilities (observed proportions) were minimally correlated (Spearman ρ = .33; P < .001). CONCLUSIONS AND RELEVANCE The findings of this study suggest that although health systems factors may be associated with the tendency to pursue nonoperative management, hospital-level factors may differ when comparing unrelated cancers.
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Affiliation(s)
- Mara Koelker
- Center of Surgery and Public Health, Division of Urological Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
- Department of Urology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Marieke Krimphove
- Department of Urology, University Hospital Frankfurt, Goethe University Frankfurt am Main, Frankfurt, Germany
| | - Khalid Alkhatib
- Center of Surgery and Public Health, Division of Urological Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Junaid Nabi
- Center of Surgery and Public Health, Division of Urological Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Lindsay E. Kuo
- Department of Surgery, Temple University Lewis Katz School of Medicine, Philadelphia, Pennsylvania
| | - Stuart R. Lipsitz
- Center of Surgery and Public Health, Division of Urological Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Toni K. Choueiri
- Lank Center for Genitourinary Oncology, Dana Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Steven Lee Chang
- Center of Surgery and Public Health, Division of Urological Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Gerard M. Doherty
- Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Adam S. Kibel
- Division of Urological Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Quoc-Dien Trinh
- Center of Surgery and Public Health, Division of Urological Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Alexander P. Cole
- Center of Surgery and Public Health, Division of Urological Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
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Mooney AC, Koehlmoos T, Banaag A, Hamlin L. Severe Maternal Morbidity and 30-Day Postpartum Readmission in the Military Health System. J Womens Health (Larchmt) 2022; 31:1614-1619. [DOI: 10.1089/jwh.2021.0427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Aileen C. Mooney
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Tracey Koehlmoos
- Center for Health Services Research, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Amanda Banaag
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
| | - Lynette Hamlin
- Daniel K. Inouye Graduate School of Nursing, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
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Koehlmoos TP, Korona-Bailey J, Janvrin ML, Madsen C. Racial Disparities in the Military Health System: A Framework Synthesis. Mil Med 2021; 187:e1114-e1121. [PMID: 34910808 DOI: 10.1093/milmed/usab506] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 10/25/2021] [Accepted: 12/11/2021] [Indexed: 11/14/2022] Open
Abstract
INTRODUCTION Racial disparities in health care are a well-documented phenomenon in the USA. Universal insurance has been suggested as a solution to mitigate these disparities. We examined race-based disparities in the Military Health System (MHS) by constructing and analyzing a framework of existing studies that measured disparities between direct care (care provided by military treatment facilities) and private sector care (care provided by civilian health care facilities). MATERIALS AND METHODS We conducted a framework synthesis on 77 manuscripts published in partnership with the Comparative Effectiveness and Provider-Induced Demand Collaboration Project that use MHS electronic health record data to present an overview of racial disparities assessed for multiple treatment interventions in a nationally representative, universally insured population. RESULTS We identified 32 studies assessing racial disparities in areas of surgery, trauma, opioid prescription and usage, women's health, and others. Racial disparities were mitigated in postoperative complications, trauma care, and cancer screenings but persisted in diabetes readmissions, opioid usage, and minimally invasive women's health procedures. CONCLUSION Universal coverage mitigates many, but not all, racial disparities in health care. An examination of a broader range of interventions, a closer look at variation in care provided by civilian facilities, and a look at the quality of care by race provide further opportunities for research.
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Affiliation(s)
- Tracey Pérez Koehlmoos
- Center for Health Services Research, Uniformed Services University, Bethesda, MD 20814, USA
| | - Jessica Korona-Bailey
- Center for Health Services Research, Uniformed Services University, Bethesda, MD 20814, USA.,Henry M. Jackson Foundation, Bethesda, MD 20817, USA
| | - Miranda Lynn Janvrin
- Center for Health Services Research, Uniformed Services University, Bethesda, MD 20814, USA.,Henry M. Jackson Foundation, Bethesda, MD 20817, USA
| | - Cathaleen Madsen
- Center for Health Services Research, Uniformed Services University, Bethesda, MD 20814, USA.,Henry M. Jackson Foundation, Bethesda, MD 20817, USA
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Zogg CK, Lichtman JH, Dalton MK, Learn PA, Schoenfeld AJ, Perez Koehlmoos T, Weissman JS, Cooper Z. In defense of Direct Care: Limiting access to military hospitals could worsen quality and safety. Health Serv Res 2021; 57:723-733. [PMID: 34608642 PMCID: PMC9264466 DOI: 10.1111/1475-6773.13885] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 07/24/2021] [Accepted: 09/20/2021] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVE Ongoing health care reforms within the US Military Health System (MHS) are expected to shift >1.9 million MHS beneficiaries from military treatment facilities (MTFs) into local civilian hospitals over the next 1-2 years. The objective of this study was to examine how such health care reforms are likely to affect the quality of MHS care. DATA SOURCES Adult MHS beneficiaries, aged 18-64 years, treated in MTFs (under a program known as Direct Care) were compared against (1) MHS beneficiaries treated in locally available civilian hospitals (under a program known as Purchased Care) and (2) similarly-aged adult civilian patients across the United States. MHS beneficiaries in Direct and Purchased Care were identified from fiscal-year 2016-2018 MHS inpatient claims. National inpatients were identified in the 2017 Nationwide Readmissions Database. STUDY DESIGN Retrospective cohort. DATA COLLECTION Differences in quality were compared using two sets of quality metrics endorsed by the US Agency for Healthcare Research and Quality (AHRQ): Inpatient Quality Indicators, 19 quality metrics that look at differences in in-hospital mortality, and Patient Safety Indicators, 18 quality metrics that look at differences in in-hospital morbidity and adverse events. Among MHS beneficiaries (Direct and Purchased Care), we further simulated what changes in quality indicators might look like under various proposed scenarios of reduced access to Direct Care. PRINCIPAL FINDINGS A total of 502,252 MHS admissions from 37 MTFs and surrounding civilian hospitals were included (326,076 Direct Care, 179,176 Purchased Care). Nationwide, 9.34 million adult admissions from 2453 hospitals were included. On average, MHS beneficiaries treated in MTFs experienced better inpatient quality and improved patient safety compared with MHS beneficiaries treated in locally available civilian hospitals (e.g., summary observed-to-expected ratio for medical mortality: 0.98 vs. 1.03, p < 0.001) and adult patients across the United States (0.98 vs. 1.02, p < 0.001). Simulations of proposed changes resulted in consistently worse outcomes for MHS patients, whether reducing MTF access by 10%, 20%, or 50% nationwide; limiting MTF access to active-duty beneficiaries; or closing MTFs with the worst performance on patient safety (p < 0.001 for overall quality indicators for each). CONCLUSIONS Reducing access to MTFs could result in significant harm to MHS patients. The results underscore the importance of health-policy planning based on evidence-based evaluation and the need to consider the consequential downstream effects caused by changes in access to care.
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Affiliation(s)
- Cheryl K Zogg
- Yale School of Medicine, New Haven, Connecticut, USA.,Center for Surgery and Public Health, Department of Surgery, Brigham & Women's Hospital, Harvard Medical School, Harvard TH Chan School of Public Health, Boston, Massachusetts, USA.,Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut, USA
| | - Judith H Lichtman
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut, USA
| | - Michael K Dalton
- Center for Surgery and Public Health, Department of Surgery, Brigham & Women's Hospital, Harvard Medical School, Harvard TH Chan School of Public Health, Boston, Massachusetts, USA
| | - Peter A Learn
- F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Andrew J Schoenfeld
- Center for Surgery and Public Health, Department of Surgery, Brigham & Women's Hospital, Harvard Medical School, Harvard TH Chan School of Public Health, Boston, Massachusetts, USA
| | - Tracey Perez Koehlmoos
- F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Joel S Weissman
- Center for Surgery and Public Health, Department of Surgery, Brigham & Women's Hospital, Harvard Medical School, Harvard TH Chan School of Public Health, Boston, Massachusetts, USA
| | - Zara Cooper
- Center for Surgery and Public Health, Department of Surgery, Brigham & Women's Hospital, Harvard Medical School, Harvard TH Chan School of Public Health, Boston, Massachusetts, USA
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Alinia C, Takian A, Saravi N, Yusefzadeh H, Piroozi B, Olyaeemanesh A. Physician induced demand for knee replacement surgery in Iran. BMC Health Serv Res 2021; 21:763. [PMID: 34340702 PMCID: PMC8327442 DOI: 10.1186/s12913-021-06697-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Accepted: 06/25/2021] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND The structure of the Iranian health system has raised this hypothesis that a part of the Knee Replacement Surgery (KRS) services are provided due to Physician-Induced Demand (PID). METHODS This paper used an unbalanced individual panel data covering the steady-state 15,729 KRSs performed by 995 surgeons provided by the Armed Forces Insurance Organization at the provincial level over the 60 months (2014-2018). We use a generalized method of moment's system (GMM-SYS) to obtain consistent and asymptotically efficient estimates, which provide a vital instrument for our dynamic panel data. RESULTS The outcomes show that with unequal increasing orthopedic surgeons to population ratio, both the number and size of KRS services were increased significantly at a 1 % level. Given that the positive elasticity obtained for the service size was significantly larger than the number of services, the findings give strong support for the existence of PID in the Iran system for KRS care. Also, the raw and population-adjusted number of KRS, cost, and the surgery per active physician increased significantly at the monthly province level. CONCLUSIONS This is the first time that the existence of PID in the Iranian health system is investigated using approved econometric models. The findings indicate that the health system structure has been provided the conditions for aggressive, costly, and high-risk services such as KRS to be exposed to PID.
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Affiliation(s)
- Cyrus Alinia
- Department of Health Economics and Management, School of Public Health, Urmia University of Medical Sciences, Urmia, Iran
| | - Amirhossein Takian
- Health Equity Research Center (HERC), Tehran University of Medical Sciences, Tehran, Iran.
- Department of Global Health and Public Policy, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran.
- Department of Health Management and Economics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran.
| | - Nasser Saravi
- Health Insurance Research Center, Armed Forces Medical Service Insurance Organization (AFMSIO), Tehran, Iran
| | - Hasan Yusefzadeh
- Department of Health Economics and Management, School of Public Health, Urmia University of Medical Sciences, Urmia, Iran
| | - Bakhtiar Piroozi
- Social Determinants of Health Research Center, Research Institute for Health Development, Kurdistan University of Medical Sciences, Sanandaj, Iran
| | - Alireza Olyaeemanesh
- Health Equity Research Center (HERC), Tehran University of Medical Sciences, Tehran, Iran
- Department of Health Economics, National Institute for Health Research (NIHR), Tehran University of Medical Sciences, Tehran, Iran
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Wagner TH, Lo J, Beilstein-Wedel E, Vanneman ME, Shwartz M, Rosen AK. Estimating the Cost of Surgical Care Purchased in the Community by the Veterans Health Administration. MDM Policy Pract 2021; 6:23814683211057902. [PMID: 34820527 PMCID: PMC8606928 DOI: 10.1177/23814683211057902] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 10/18/2021] [Indexed: 11/29/2022] Open
Abstract
Background. Veterans' access to Veterans Affairs (VA)-purchased community care expanded due to large increases in funding provided in the 2014 Veterans Choice Act. Objectives. To compare costs between VA-delivered care and VA payments for purchased care for two commonly performed surgeries: total knee arthroplasties (TKAs) and cataract surgeries. Research Design. Descriptive statistics and regressions examining costs in VA-delivered and VA-purchased care (fiscal year [FY] 2018 [October 2017 to September 2018]). Subjects. A total of 13,718 TKAs, of which 6,293 (46%) were performed in VA. A total of 91,659 cataract surgeries, of which 65,799 (72%) were performed in VA. Measures. Costs of VA-delivered care based on activity-based cost estimates; costs of VA-purchased care based on approved and paid claims. Results. Ninety-eight percent of VA-delivered TKAs occurred in inpatient hospitals, with an average cost of $28,969 (SD $10,778). The majority (86%) of VA-purchased TKAs were also performed at inpatient hospitals, with an average payment of $13,339 (SD $23,698). VA-delivered cataract surgeries were performed at hospitals as outpatient procedures, with an average cost of $4,301 (SD $2,835). VA-purchased cataract surgeries performed at hospitals averaged $1,585 (SD $629); those performed at ambulatory surgical centers cost an average of $1,346 (SD $463). We also found significantly higher Nosos risk scores for patients who used VA-delivered versus VA-purchased care. Conclusions. Costs of VA-delivered care were higher than payments for VA-purchased care, but this partly reflects legislative caps limiting VA payments to community providers to Medicare amounts. Higher patient risk scores in the VA could indicate that community providers are reluctant to accept high-risk patients because of Medicare reimbursements, or that VA providers prefer to keep the more complex patients in VA.
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Affiliation(s)
- Todd H. Wagner
- Health Economics Resource Center, VA Palo Alto Health Care System, Menlo Park, California
- Department of Surgery, Stanford University, Stanford, California
| | - Jeanie Lo
- Health Economics Resource Center, VA Palo Alto Health Care System, Menlo Park, California
| | - Erin Beilstein-Wedel
- Center for Healthcare Organization and Implementation Research (CHOIR), VA Boston Healthcare System, Boston, Massachusetts
| | - Megan E. Vanneman
- Informatics, Decision-Enhancement and Analytic Sciences Center, VA Salt Lake City Health Care System, Salt Lake City, Utah
- Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, Utah
- Division of Health System Innovation and Research, Department of Population Health Sciences, University of Utah School of Medicine, Salt Lake City, Utah
| | - Michael Shwartz
- Center for Healthcare Organization and Implementation Research (CHOIR), VA Boston Healthcare System, Boston, Massachusetts
| | - Amy K. Rosen
- Center for Healthcare Organization and Implementation Research (CHOIR), VA Boston Healthcare System, Boston, Massachusetts
- Department of Surgery, Boston University School of Medicine, Boston, Massachusetts
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Hamlin L, Grunwald L, Sturdivant RX, Koehlmoos TP. Comparison of Nurse-Midwife and Physician Birth Outcomes in the Military Health System. Policy Polit Nurs Pract 2021; 22:105-113. [PMID: 33615908 DOI: 10.1177/1527154421994071] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The purpose of this study is to identify the socioeconomic and demographic characteristics of women cared for by Certified Nurse-Midwives (CNMs) versus physicians in the Military Health System (MHS) and compare birth outcomes between provider types. The MHS is one of America's largest and most complex health care systems. Using the Military Health System Data Repository, this retrospective study examined TRICARE beneficiaries who gave birth during 2012-2014. Analysis included frequency of patients by perinatal services, descriptive statistics, and logistic regression analysis by provider type. To account for differences in patient and pregnancy risk, odds ratios were calculated for both high-risk and general risk population. There were 136,848 births from 2012 to 2014, and 30.8% were delivered by CNMs. Low-risk women whose births were attended by CNMs had lower odds of a cesarean birth, induction/augmentation of labor, complications of birth, postpartum hemorrhage, endometritis, and preterm birth and higher odds of a vaginal birth, vaginal birth after cesarean, and breastfeeding than women whose births were attended by physicians. These results have implications for the composition of the women's health workforce. In the MHS, where CNMs work to the fullest scope of their authority, CNMs attended almost 4 times more births than our national average. An example to other U.S. systems and high-income countries, this study adds to the growing body of evidence demonstrating that when CNMs practice to the fullest extent of their education, they provide quality health outcomes to more women.
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Affiliation(s)
- Lynette Hamlin
- Daniel K. Inouye Graduate School of Nursing, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States
| | - Lindsay Grunwald
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States
| | | | - Tracey P Koehlmoos
- Health Services Research Program, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States
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13
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Kim ES, Kim BI, Jung HI. Age, period and cohort trends in oral health status in South Korean adults. Community Dent Oral Epidemiol 2020; 49:136-143. [PMID: 33084178 DOI: 10.1111/cdoe.12585] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Revised: 09/02/2020] [Accepted: 09/28/2020] [Indexed: 01/20/2023]
Abstract
OBJECTIVES The purpose of this study was to identify the age, period and cohort effects on the changes in oral health status in South Koreans. METHODS The age, period and cohort analysis (APC analysis) of the oral health status was conducted using an aggregated age-by-time period table. The age-by-time period table was formulated using data from the Korea National Oral Health Survey (KNOHS) 2000 and 2006, and the Korea National Health and Nutrition Examination Survey (KNHANES) 2010 and 2015. Two oral health outcomes were measured: the number of teeth and Decayed-Missing-Filled Teeth (DMFT) index. Descriptive analysis by graphical representation and partial least square (PLS) regression was used for APC analysis. RESULTS Both graphical description and PLS regression showed age and cohort effects in oral health status with the number of teeth decreasing and the DMFT index increasing with age. No period effects were found in either index. The number of teeth increased in the recent birth cohorts. However, the DMFT index showed a reverse J-shaped trend, which worsened in recent birth cohorts. The DMFT index increase in the recent cohort was mainly attributed by an increase in the FT index. CONCLUSIONS The effects of age on the number of teeth and caries highlight the importance of oral health in adulthood. The increased caries experience in recent cohorts may indicate the limitations of the current oral health policy. It would be relevant to explore what determinants cause the changes in oral health status. Future oral health policies should address the new directions to reduce the burden of oral diseases.
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Affiliation(s)
- Eun-Soo Kim
- Department of Preventive Dentistry and Public Oral Health, Yonsei University College of Dentistry, Seoul, Korea
| | - Baek-Il Kim
- Department of Preventive Dentistry and Public Oral Health, Yonsei University College of Dentistry, Seoul, Korea.,BK21 PLUS Project, Yonsei University College of Dentistry, Seoul, Korea
| | - Hoi In Jung
- Department of Preventive Dentistry and Public Oral Health, Yonsei University College of Dentistry, Seoul, Korea
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14
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Use of low-value pediatric services in the Military Health System. BMC Health Serv Res 2020; 20:770. [PMID: 32819375 PMCID: PMC7441552 DOI: 10.1186/s12913-020-05640-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Accepted: 08/10/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Low-value care (LVC) is understudied in pediatric populations and in the Military Health System (MHS). This cross-sectional study applies previously developed measures of pediatric LVC diagnostic tests, procedures, and treatments to children receiving care within the direct and purchased care environments of the MHS. METHODS We queried the MHS Data Repository (MDR) to identify children (n = 1,111,534) who received one or more of 20 previously described types of LVC in fiscal year 2015. We calculated the proportion of eligible children and all children who received the service at least once during fiscal year 2015. Among children eligible for each measure, we used logistic regressions to calculate the adjusted odds ratios (AOR) for receiving LVC at least once during fiscal year 2015 in direct versus purchased care. RESULTS All 20 measures of pediatric LVC were found in the MDR. Of the 1,111,534 eligible children identified, 15.41% received at least one LVC service, and the two most common procedures were cough and cold medications in children under 6 years and acid blockers for infants with uncomplicated gastroesophageal reflux. Eighteen of the 20 measures of pediatric LVC were eligible for comparison across care environments: 6 were significantly more likely to be delivered in direct care and 10 were significantly more likely to be delivered in purchased care. The greatest differences between direct and purchased care were seen in respiratory syncytial virus testing in children with bronchiolitis (AOR = 21.01, 95% CI = 12.23-36.10) and blood tests in children with simple febrile seizure (AOR = 24.44, 95% CI = 5.49-108.82). A notably greater difference of inappropriate antibiotic prescribing was seen in purchased versus direct care. CONCLUSIONS Significant differences existed between provision of LVC services in direct and purchased care, unlike previous studies showing little difference between publicly and privately insured children. In fiscal year 2015, 1 in 7 children received one of 20 types of LVC. These proportions are higher than prior estimates from privately and publicly insured children, suggesting the particular need to focus on decreasing wasteful care in the MHS. Collectively, these studies demonstrate the high prevalence of LVC in children and the necessity of reducing potentially harmful care in this vulnerable population.
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15
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Pak LM, Learn PA. ASO Author Reflections: Preoperative Breast MRI and Provider-Induced Demand. Ann Surg Oncol 2020; 27:3424-3425. [PMID: 32297082 DOI: 10.1245/s10434-020-08467-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Indexed: 11/18/2022]
Affiliation(s)
- Linda M Pak
- Department of Surgery, Center for Surgery and Public Health, Harvard Medical School and Harvard School of Public Health, Brigham and Women's Hospital, Boston, MA, USA. .,Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA.
| | - Peter A Learn
- Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
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16
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Pak LM, Banaag A, Koehlmoos TP, Nguyen LL, Learn PA. Non-clinical Drivers of Variation in Preoperative MRI Utilization for Breast Cancer. Ann Surg Oncol 2020; 27:3414-3423. [PMID: 32215756 DOI: 10.1245/s10434-020-08380-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Indexed: 11/18/2022]
Abstract
BACKGROUND Preoperative magnetic resonance imaging (MRI) utilization in breast cancer treatment has increased significantly over the past 2 decades, but its use continues to have interprovider variability and disputed clinical indications. OBJECTIVE The aim of this study was to evaluate non-clinical factors associated with preoperative breast MRI utilization. METHODS This study utilized TRICARE claims data from 2006 to 2015. TRICARE provides health benefits for active duty service members, retirees, and their dependents at both military (direct care with salaried physicians) and civilian (purchased care under fee-for-service structure) facilities. We studied patients aged 25-64 years with a breast cancer diagnosis who had undergone mammogram/ultrasound (MMG/US) alone or with subsequent breast MRI prior to surgery. Facility characteristics included urban-rural location according to the National Center for Health Statistics classification. Adjusted multivariable logistic regression tests were used to identify independent factors associated with preoperative breast MRI utilization. RESULTS Of the 25,392 identified patients, 64.7% (n = 16,428) received preoperative MMG/US alone, while 35.3% (n = 8964) underwent additional MRI. Younger age, Charlson Comorbidity Index score ≥ 2, active duty or retired beneficiary category, officer rank (surrogate for socioeconomic status), Air Force service branch, metropolitan location, and purchased care were associated with an increased likelihood of preoperative MRI utilization. Non-metropolitan location and Navy service branch were associated with decreased MRI use. CONCLUSION After controlling for expected clinical risk factors, patients were more likely to receive additional MRI when treated at metropolitan facilities or through the fee-for-service system. Both associations may point toward non-clinical incentives to perform MRI in the treatment of breast cancer.
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Affiliation(s)
- Linda M Pak
- Department of Surgery, Center for Surgery and Public Health, Harvard Medical School and Harvard School of Public Health, Brigham and Women's Hospital, Boston, MA, USA. .,Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA.
| | - Amanda Banaag
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Tracey P Koehlmoos
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Louis L Nguyen
- Department of Surgery, Center for Surgery and Public Health, Harvard Medical School and Harvard School of Public Health, Brigham and Women's Hospital, Boston, MA, USA.,Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA
| | - Peter A Learn
- Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
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17
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Chiu RG, Siddiqui N, Mehta AI. For-Profit Hospitals and Neurosurgery. World Neurosurg 2020; 135:383-384. [PMID: 32143245 DOI: 10.1016/j.wneu.2019.12.141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Affiliation(s)
- Ryan G Chiu
- Department of Neurosurgery, University of Illinois Hospital and Clinics, Chicago, Illinois, USA
| | - Neha Siddiqui
- Department of Neurosurgery, University of Illinois Hospital and Clinics, Chicago, Illinois, USA; Carle Illinois College of Medicine, Champaign, Illinois, USA
| | - Ankit I Mehta
- Department of Neurosurgery, University of Illinois Hospital and Clinics, Chicago, Illinois, USA
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18
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Pak LM, Kwon NK, Baldini EH, Learn PA, Koehlmoos T, Haider AH, Raut CP. Racial Differences in Extremity Soft Tissue Sarcoma Treatment in a Universally Insured Population. J Surg Res 2020; 250:125-134. [PMID: 32044509 DOI: 10.1016/j.jss.2020.01.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2019] [Revised: 11/05/2019] [Accepted: 01/08/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND In prior reports from population-based databases, black patients with extremity soft tissue sarcoma (ESTS) have lower reported rates of limb-sparing surgery and adjuvant treatment. The objective of this study was to compare the multimodality treatment of ESTS between black and white patients within a universally insured and equal-access health care system. METHODS Claims data from TRICARE, the US Department of Defense insurance plan that provides health care coverage for 9 million active-duty personnel, retirees, and dependents, were queried for patients younger than 65 y with ESTS who underwent limb-sparing surgery or amputation between 2006 and 2014 and identified as black or white race. Multivariable logistic regression analysis was used to evaluate the impact of race on the utilization of surgery, chemotherapy, and radiation. RESULTS Of the 719 patients included for analysis, 605 patients (84%) were white and 114 (16%) were black. Compared with whites, blacks had the same likelihood of receiving limb-sparing surgery (odds ratio [OR], 0.861; 95% confidence interval [95% CI], 0.284-2.611; P = 0.79), neoadjuvant radiation (OR, 1.177; 95% CI, 0.204-1.319; P = 0.34), and neoadjuvant (OR, 0.852; 95% CI, 0.554-1.311; P = 0.47) and adjuvant (OR, 1.211; 95% CI, 0.911-1.611; P = 0.19) chemotherapy; blacks more likely to receive adjuvant radiation (OR, 1.917; 95% CI, 1.162-3.162; P = 0.011). CONCLUSIONS In a universally insured population, racial differences in the rates of limb-sparing surgery for ESTS are significantly mitigated compared with prior reports. Biologic or disease factors that could not be accounted for in this study may contribute to the increased use of adjuvant radiation among black patients.
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Affiliation(s)
- Linda M Pak
- Department of Surgery, Center for Surgery and Public Health, Harvard Medical School and Harvard School of Public Health, Brigham and Women's Hospital, Boston, Massachusetts; Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
| | - Nicollette K Kwon
- Department of Surgery, Center for Surgery and Public Health, Harvard Medical School and Harvard School of Public Health, Brigham and Women's Hospital, Boston, Massachusetts
| | - Elizabeth H Baldini
- Department of Radiation Oncology, Brigham and Women's Hospital, Boston, Massachusetts; Center for Sarcoma and Bone Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Peter A Learn
- Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Tracey Koehlmoos
- Department of Preventive Medicine & Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Adil H Haider
- Department of Surgery, Center for Surgery and Public Health, Harvard Medical School and Harvard School of Public Health, Brigham and Women's Hospital, Boston, Massachusetts; Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Chandrajit P Raut
- Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Center for Sarcoma and Bone Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
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19
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Deo S, Tyagi H, Chatterjee C, Molakapuri H. Did India's price control policy for coronary stents create unintended consequences? Soc Sci Med 2019; 246:112737. [PMID: 31887627 DOI: 10.1016/j.socscimed.2019.112737] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Revised: 11/19/2019] [Accepted: 12/13/2019] [Indexed: 10/25/2022]
Abstract
In February 2017, India capped the retail price of coronary stents and restricted the channel margin to bring Percutaneous Transluminal Coronary Angioplasty (PTCA) procedure, which uses coronary stents, within reach of millions of patients who previously could not afford it. Prior research shows that care providers respond to such regulations in a way that compensates for their loss in profits because of price control. Therefore, price control policies often introduce unintended consequences, such as distortions in clinical decision making. We investigate such distortions through empirical analysis of claims data from a representative public insurance program in the Indian state of Karnataka. Our data comprises 25,769 insurance claims from 69 private and seven public hospitals from February 2016 to February 2018. The public insurance context is ideal for investigating distortions in clinical decisions as the price paid by patients, and thereby access to the treatment, does not change after price control. We find that the change in the average volume of PTCA procedures per hospital per month after price control disproportionately increased when compared to the change in the clinical alternative - Coronary Artery Bypass Graft (CABG) procedures. This increase corresponds to 6% of the average number of PTCA procedures and 28% of the average number of CABG procedures before the price control. In addition, disproportionate increase in PTCA procedures occurred only among private hospitals, indicating the possibility of profit-maximization intentions driving the clinical choices. Such clinical distortions can have negative implications for patient health outcomes in the long run. We discuss alternative policies to improve access and affordability to healthcare products and services which are likely to not suffer from similar distortions.
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Affiliation(s)
| | - Hanu Tyagi
- Carlson School of Management, University of Minnesota, United States.
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20
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Schoenfeld AJ, Kaji AH, Haider AH. Practical Guide to Surgical Data Sets: Military Health System Tricare Encounter Data. JAMA Surg 2019; 153:679-680. [PMID: 29617526 DOI: 10.1001/jamasurg.2018.0480] [Citation(s) in RCA: 71] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Andrew J Schoenfeld
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Department of Orthopaedic Surgery, Brigham and Women's Hospital, Boston, Massachusetts
| | - Amy H Kaji
- Harbor-University of California-Los Angeles Medical Center, Torrance.,Statistical Editor
| | - Adil H Haider
- Harvard Medical School, Boston, Massachusetts.,Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts.,Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts.,Deputy Editor
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21
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Koehlmoos TP, Madsen CK, Banaag A, Haider AH, Schoenfeld AJ, Weissman JS. Assessing Low-Value Health Care Services In The Military Health System. Health Aff (Millwood) 2019; 38:1351-1357. [DOI: 10.1377/hlthaff.2019.00252] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Tracey Pérez Koehlmoos
- Tracey Pérez Koehlmoos is an associate professor of preventive medicine and biostatistics and principal investigator of the Health Services Research Program, Uniformed Services University of the Health Sciences, in Bethesda, Maryland
| | - Cathaleen King Madsen
- Cathaleen King Madsen is a program manager in the Health Services Research Program, Henry M. Jackson Foundation for the Advancement of Military Medicine, in Bethesda, Maryland
| | - Amanda Banaag
- Amanda Banaag is a data analyst in the Comparative Effectiveness and Provider Induced Demand Collaboration, Henry M. Jackson Foundation for the Advancement of Military Medicine
| | - Adil H. Haider
- Adil H. Haider is the dean of the Medical College, Aga Khan University, in Karachi, Pakistan, and the director of disparities and emerging trauma systems in the Center for Surgery and Public Health, Brigham and Women’s Hospital and Harvard Medical School, both in Boston, Massachusetts
| | - Andrew J. Schoenfeld
- Andrew J. Schoenfeld is an associate professor in the Center for Surgery and Public Health, Harvard Medical School, and an associate professor in the Department of Orthopaedic Surgery, Brigham and Women’s Hospital
| | - Joel S. Weissman
- Joel S. Weissman is a professor in the Center for Surgery and Public Health, Harvard Medical School
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22
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Chaudhary MA, von Keudell A, Bhulani N, de Jager EC, Kwon NK, Koehlmoos T, Haider AH, Schoenfeld AJ. Prior Prescription Opioid Use and Its Influence on Opioid Requirements After Orthopedic Trauma. J Surg Res 2019; 238:29-34. [DOI: 10.1016/j.jss.2019.01.016] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Revised: 11/08/2018] [Accepted: 01/08/2019] [Indexed: 10/27/2022]
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Mitchell AP, Rotter JS, Patel E, Richardson D, Wheeler SB, Basch E, Goldstein DA. Association Between Reimbursement Incentives and Physician Practice in Oncology: A Systematic Review. JAMA Oncol 2019; 5:893-899. [PMID: 30605222 PMCID: PMC10309659 DOI: 10.1001/jamaoncol.2018.6196] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
IMPORTANCE Significant controversy exists regarding whether physicians factor personal financial considerations into their clinical decision making. Within oncology, several reimbursement policies may incentivize physicians to increase health care use. OBJECTIVE To evaluate whether the financial incentives presented by oncology reimbursement policies affect physician practice patterns. EVIDENCE REVIEW Studies evaluating an association between reimbursement incentives and changes in reimbursement policy on oncology care delivery were reviewed. Articles were identified systematically by searching PubMed/MEDLINE, Web of Science, Proquest Health Management, Econlit, and Business Source Premier. English-language articles focused on the US health care system that made empirical estimates of the association between a measurement of physician reimbursement/compensation and a measurement of delivery of cancer treatment services were included. The Risk of Bias in Non-Randomized Studies of Interventions tool was used to assess risk of bias. There were no date restrictions on the publications, and literature searches were finalized on February 14, 2018. FINDINGS Eighteen studies were included. All were observational cohort studies, and most had a moderate risk of bias. Heterogeneity of reimbursement policies and outcomes precluded meta-analysis; therefore, a qualitative synthesis was performed. Most studies (15 of 18 [83%]) reported an association between reimbursement and care delivery consistent with physician responsiveness to financial incentives, although such an association was not identified in all studies. Findings consistently suggested that self-referral arrangements may increase use of radiotherapy and that profitability of systemic anticancer agents may affect physicians' choice of drug. Findings were less conclusive as to whether profitability of systemic anticancer therapy affects the decision of whether to use any systemic therapy. CONCLUSIONS AND RELEVANCE To date, this study is the first systematic review of reimbursement policy and clinical care delivery in oncology. The findings suggest that some oncologists may, in certain circumstances, alter treatment recommendations based on personal revenue considerations. An implication of this finding is that value-based reimbursement policies may be a useful tool to better align physician incentives with patient need and increase the value of oncology care.
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Affiliation(s)
- Aaron P Mitchell
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jason S Rotter
- Department of Health Policy and Management, University of North Carolina Gillings School of Global Public Health, Chapel Hill
| | - Esita Patel
- Cecil G. Sheps Center for Health Services Research, Chapel Hill, North Carolina
| | - Daniel Richardson
- Cecil G. Sheps Center for Health Services Research, Chapel Hill, North Carolina
- Department of Hematology/Oncology, University of North Carolina at Chapel Hill School of Medicine
- Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina
| | - Stephanie B Wheeler
- Department of Health Policy and Management, University of North Carolina Gillings School of Global Public Health, Chapel Hill
- Cecil G. Sheps Center for Health Services Research, Chapel Hill, North Carolina
- Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina
| | - Ethan Basch
- Department of Health Policy and Management, University of North Carolina Gillings School of Global Public Health, Chapel Hill
- Department of Hematology/Oncology, University of North Carolina at Chapel Hill School of Medicine
- Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina
| | - Daniel A Goldstein
- Department of Health Policy and Management, University of North Carolina Gillings School of Global Public Health, Chapel Hill
- Davidoff Cancer Center, Rabin Medical Center, Petach Tikvah, Israel
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24
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Manja V, Guyatt G, You J, Monteiro S, Jack S. Qualitative study of cardiologists’ perceptions of factors influencing clinical practice decisions. Heart 2019; 105:749-754. [DOI: 10.1136/heartjnl-2018-314339] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Revised: 12/09/2018] [Accepted: 12/10/2018] [Indexed: 12/27/2022] Open
Abstract
BackgroundHealthcare costs are increasing in the USA and Canada and a substantial portion of health spending is devoted to services that do not improve health outcomes. Efforts to reduce waste by adopting evidence-based clinical practice guideline recommendations have had limited success. We sought insight into improving health system efficiency through understanding cardiologists’ perceptions of factors that influence clinical decision-making.MethodsIn this descriptive qualitative study, we conducted in-depth interviews with 18 American and 3 Canadian cardiologists. We used conventional content analysis including inductive and deductive approaches for data analysis and mapped findings to the ecological systems framework.ResultsPhysicians reported that major determinants of practice included interpersonal interactions with peers, patients and administrators; financial incentives and system factors. Patients’ insurance status represented an important consideration for some cardiologists. Other major influences included time constraints, fear of litigation (less prominent in Canada), a sense that their obligation was never to miss any underlying pathology, and patient demands. The need to bring income into their health system influenced American cardiologists’ practice; personal income implications influenced Canadian cardiologists’ practice. Cardiologists reported that knowledge limitations and logistical challenges limit their ability to assist patients with cost considerations. All these considerations were more influential than guidelines; some cardiologists expressed a high level of scepticism regarding guidelines.ConclusionsClinical decision-making by cardiologists is shaped by individual, interpersonal, organisational, environmental, financial and sociopolitical influences and only to a limited extent by guideline recommendations. Successful strategies to achieve efficient, evidence-based care will require addressing socioecological influences on decision-making.
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Does Health Care Utilization Before Hip Arthroscopy Predict Health Care Utilization After Surgery in the US Military Health System? An Investigation Into Health-Seeking Behavior. J Orthop Sports Phys Ther 2018; 48:878-886. [PMID: 30032699 DOI: 10.2519/jospt.2018.8259] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND The influence of prior patterns of health care utilization on future health care utilization has had minimal investigation in populations with musculoskeletal disorders. OBJECTIVES The purpose of this study was to explore the relationship between presurgical health care utilization and postsurgical health care utilization in a population of patients undergoing hip surgery in the US Military Health System. METHODS In this observational cohort study, person-level data were collected for patients undergoing hip arthroscopy in the Military Health System from 2003 to 2015, capturing all encounters 12 months before and 24 months after surgery for every individual. Cluster analysis was used to categorize individuals with high and low health care utilization, based on preoperative health care visits. Unadjusted and adjusted Poisson and generalized linear models were generated. Health care utilization outcomes were targeted, including costs, visits, and medication use. RESULTS There were 1850 individuals in the final cohort (mean age, 32.18 years; 55.4% male). The high health care utilization group averaged 57.69 ± 25.87 visits, compared to 20.43 ± 8.36 visits in the low utilization group. There were significant differences between groups for total health care visits (58.17; 95% confidence interval [CI]: 57.39, 58.58), total health care costs ($11 539.71; 95% CI: $10 557.26, $12 595.04), hip-related visits (12.77; 95% CI: 12.59, 12.96), hip-related costs ($3325.07; 95% CI: $2886.43, $3804.51), days' supply of pain medications (752.67; 95% CI: 751.24, 754.11), opioid prescriptions (48.83; 95% CI: 48.47, 49.21), and cost of pain medications ($1074.80; 95% CI: $1011.91, $1137.68). CONCLUSION Presurgical patterns of health care utilization were associated with postsurgical patterns of health care utilization, indicating that those patients who used more care before surgery also used more care after surgery. Clinicians should consider prior patterns of health care utilization, including utilization unrelated to the index condition, when determining care plans and prognosis. J Orthop Sports Phys Ther 2018;48(11):878-886. Epub22 Jul 2018. doi:10.2519/jospt.2018.8259.
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Kimsey L, Weissman JS, Patel A, Drew A, Koehlmoos T, Sparks JA. Delay in initiation of DMARD or anti-inflammatory therapy in patients newly diagnosed with rheumatoid arthritis: An analysis of United States Military Health System TRICARE beneficiaries. Semin Arthritis Rheum 2018; 48:821-827. [PMID: 30190154 DOI: 10.1016/j.semarthrit.2018.07.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Revised: 06/21/2018] [Accepted: 07/10/2018] [Indexed: 12/18/2022]
Abstract
OBJECTIVE To investigate factors associated with delay in initiation of initial disease-modifying antirheumatic drug (DMARD) in patients newly diagnosed with rheumatoid arthritis (RA). METHODS We performed a retrospective cohort descriptive study using administrative data from the US military's TRICARE program (2007-2012). We identified incident RA cases using billing codes and initial DMARD receipt using prescription fill date. We quantified the time between RA presentation and initial DMARD receipt, evaluated temporal changes in delay over the study period, and investigated predictors of treatment delay (> 90 days) using logistic regression. RESULTS We identified 16,680 patients with incident RA that were prescribed DMARDs and mean age was 47.2 (SD 13.5) years. The mean time from initial RA presentation to first DMARD prescription receipt was 125.3days (SD 175.4). Over one-third (35.6%) of incident RA patients initiated DMARD > 90days after presentation. There was less treatment delay in later years of the study (mean days to DMARD of 144.7days in 2007; 109.7days in 2012). Patients prescribed opioids had mean time to DMARD of 212.8days (SD 207.4) compared to mean of 77.3days (SD 132.3) for those who did not use opioids (p < 0.0001). Patients prescribed opioids between RA presentation and initial DMARD receipt were more likely to have delay in initial DMARD (OR 4.07, 95% CI: 3.78-4.37). CONCLUSION In this large US nationwide study, delays in initial DMARD receipt for incident RA were common but time to treatment improved in recent years. While further analysis using clinical data is warranted, these findings suggest that limiting opioid use in patients newly presenting with RA may decrease delay in initiating DMARDs.
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Affiliation(s)
- Linda Kimsey
- Jiann-Ping Hsu College of Public Health, Georgia Southern University, Statesboro, GA, United States.
| | - Joel S Weissman
- Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States
| | - Avni Patel
- Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Allison Drew
- Jiann-Ping Hsu College of Public Health, Georgia Southern University, Statesboro, GA, United States
| | - Tracey Koehlmoos
- Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Jeffrey A Sparks
- Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States
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Outpatient Spine Clinic Utilization is Associated With Reduced Emergency Department Visits Following Spine Surgery. Spine (Phila Pa 1976) 2018; 43:E836-E841. [PMID: 29257029 DOI: 10.1097/brs.0000000000002529] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Review of TRICARE claims (2006-2014) data to assess Emergency Department (ED) utilization following spine surgery. OBJECTIVE The aim of this study was to determine utilization rates and predictors of ED utilization following spine surgical interventions. SUMMARY OF BACKGROUND DATA Visits to the ED following surgical intervention represent an additional stress to the healthcare system. While factors associated with readmission following spine surgery have been studied, drivers of postsurgical ED visits, including appropriate and inappropriate use, remain underinvestigated. METHODS TRICARE claims were queried to identify patients who had undergone one of three common spine procedures (lumbar arthrodesis, discectomy, decompression). ED utilization at 30- and 90 days was assessed as the primary outcome. Outpatient spine surgical clinic utilization was considered the primary predictor variable. Multivariable logistic regression was used to adjust for confounders. RESULTS Between 2006 and 2014, 48,868 patients met inclusion criteria. Fifteen percent (n = 7183) presented to the ED within 30 days postdischarge. By 90 days, 29% of patients (n = 14,388) presented to an ED. The 30- and 90-day complication rates were 6% (n = 2802) and 8% (n = 4034), respectively, and readmission rates were 5% (n = 2344) and 8% (n = 3842), respectively. Use of outpatient spine clinic services significantly reduced the likelihood of ED utilization at 30 [odds ratio (OR) 0.48; 95% confidence interval (95% CI) 0.46-0.53] and 90 days (OR 0.55; 95% CI 0.52-0.57). CONCLUSION Within 90 days following spine surgery, 29% of patients sought care in the ED. However, only one-third of these patients had a complication recorded, and even fewer were readmitted. This suggests a high rate of unnecessary ED utilization. Outpatient utilization of spine clinics was the only factor independently associated with a reduced likelihood of ED utilization. LEVEL OF EVIDENCE 3.
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Wolfberg AJ. Conflict of interest related to clinical practice is underreported: The case of noninvasive prenatal testing. Prenat Diagn 2018; 38:219-221. [PMID: 29318630 DOI: 10.1002/pd.5209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Revised: 12/23/2017] [Accepted: 12/30/2017] [Indexed: 11/08/2022]
Abstract
Authors of policy statements from the American College of Obstetricians and Gynecologists and from the Society for Maternal-Fetal Medicine do not acknowledge the potential for their clinical income to influence their opinions, or the positions of the societies they represent. These policy statements were published in Obstetrics and Gynecology and the American Journal of Obstetrics and Gynecology, again, without acknowledgment of the potential for conflict of interest. The case of noninvasive prenatal testing, which has threatened the role of maternal-fetal medicine in the practice of prenatal screening and diagnosis, and has significantly reduced the demand for invasive prenatal diagnosis, illustrates the importance of identifying this potential conflict.
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Affiliation(s)
- Adam J Wolfberg
- Newton-Wellesley Hospital, Ovia Health, Boston, MA, 02110, USA
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Chandler JV, George BP, Kelly AG, Holloway RG. For-Profit Hospital Status and Carotid Artery Stent Utilization in US Hospitals Performing Carotid Revascularization. Stroke 2017; 48:3161-3164. [DOI: 10.1161/strokeaha.117.017556] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2017] [Revised: 08/29/2017] [Accepted: 09/01/2017] [Indexed: 11/16/2022]
Affiliation(s)
| | | | - Adam G. Kelly
- From the Department of Neurology, University of Rochester, NY
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