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Zhang H, Bao Y, Hutchings K, Shapiro MF, Kapadia SN. Association between claims-based setting of diagnosis and treatment initiation among Medicare patients with hepatitis C. Health Serv Res 2024; 59:e14330. [PMID: 38773839 PMCID: PMC11249812 DOI: 10.1111/1475-6773.14330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/24/2024] Open
Abstract
OBJECTIVE To develop a claims-based algorithm to determine the setting of a disease diagnosis. DATA SOURCES AND STUDY SETTING Medicare enrollment and claims data from 2014 to 2019. STUDY DESIGN We developed a claims-based algorithm using facility indicators, revenue center codes, and place of service codes to identify settings where HCV diagnosis first appeared. When the first appearance was in a laboratory, we attempted to associate HCV diagnoses with subsequent clinical visits. Face validity was assessed by examining association of claims-based diagnostic settings with treatment initiation. DATA COLLECTION/EXTRACTION METHODS Patients newly diagnosed with HCV and continuously enrolled in traditional Medicare Parts A, B, and D (12 months before and 6 months after index diagnosis) were included. PRINCIPAL FINDINGS Among 104,454 patients aged 18-64 and 66,726 aged ≥65, 70.1% and 69%, respectively, were diagnosed in outpatient settings, and 20.2% and 22.7%, respectively in laboratory or unknown settings. Logistic regression revealed significantly lower odds of treatment initiation after diagnosis in emergency departments/urgent cares, hospitals, laboratories, or unclassified settings, than in outpatient visits. CONCLUSIONS The algorithm identified the setting of HCV diagnosis in most cases, and found significant associations with treatment initiation, suggesting an approach that can be adapted for future claims-based studies.
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Gonzalez CJ, Kapadia SN, Niederdeppe J, Dharia A, Talal AH, Lloyd AR, Franco R, Labossiere S, Shapiro MF, Wethington E. The State of Hepatitis C Elimination from the Front Lines: A Qualitative Study of Provider-Perceived Gaps to Treatment Initiation. J Gen Intern Med 2024:10.1007/s11606-024-08807-6. [PMID: 38782810 DOI: 10.1007/s11606-024-08807-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 05/09/2024] [Indexed: 05/25/2024]
Abstract
BACKGROUND Hepatitis C (HCV) is a curable chronic infection, but lack of treatment uptake contributes to ongoing morbidity and mortality. State and national strategies for HCV elimination emphasize the pressing need for people with HCV to receive treatment. OBJECTIVE To identify provider-perceived barriers that hinder the initiation of curative HCV treatment and elimination of HCV in the USA. APPROACH Qualitative semi-structured interviews with 36 healthcare providers who have evaluated patients with HCV in New York City, Western/Central New York, and Alabama. Interviews, conducted between 9/2021 and 9/2022, explored providers' experiences, perceptions, and approaches to HCV treatment initiation. Transcripts were analyzed using hybrid inductive and deductive thematic analysis informed by established health services and implementation frameworks. KEY RESULTS We revealed four major themes: (1) Providers encounter professional challenges with treatment provision, including limited experience with treatment and perceptions that it is beyond their scope, but are also motivated to learn to provide treatment; (2) providers work toward building streamlined and inclusive practice settings-leveraging partnerships with experts, optimizing efficiency through increased access, adopting inclusive cultures, and advocating for integrated care; (3) although at times overwhelmed by patients facing socioeconomic adversity, increases in public awareness and improvements in treatment policies create a favorable context for providers to treat; and (4) providers are familiar with the relative advantages of improved HCV treatments, but the reputation of past treatments continues to deter elimination. CONCLUSIONS To address the remaining barriers and facilitators providers experience in initiating HCV treatment, strategies will need to expand educational initiatives for primary care providers, further support local infrastructures and integrated care systems, promote public awareness campaigns, remove prior authorization requirements and treatment limitations, and address the negative reputation of outdated HCV treatments. Addressing these issues should be considered priorities for HCV elimination approaches at the state and national levels.
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Talal AH, Dharia A, Kapadia SN, Tyson GL, Birch S, Zerzan-Thul J, Sullivan D, Britton E, Wethington E, Gonzalez CJ, Fliss M, Mizroch B, McCall F, Lloyd AR, Shapiro MF, Franco R. Hepatitis C Virus Elimination Programs in Louisiana and Washington: Importance of Screening and Surveillance Systems. JOURNAL OF PUBLIC HEALTH MANAGEMENT AND PRACTICE 2024; 30:208-212. [PMID: 37594263 PMCID: PMC10833194 DOI: 10.1097/phh.0000000000001808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/19/2023]
Abstract
The US government has established a national goal of hepatitis C virus (HCV) elimination by 2030. To date, most HCV elimination planning and activity have been at the state level. Fifteen states presently have publicly available HCV elimination plans. In 2019, Louisiana and Washington were the first states to initiate 5-year funded HCV elimination programs. These states differ on motivation for pursuing HCV elimination and ranking on several indicators. Simultaneously, however, they have emphasized several similar elimination components including HCV screening promotion through public awareness, screening expansion, surveillance enhancement (including electronic reporting and task force development), and harm reduction. The 13 other states with published elimination plans have proposed the majority of the elements identified by Louisiana and Washington, but several have notable gaps. Louisiana's and Washington's comprehensive plans, funding approaches, and programs provide a useful framework that can move states and the nation toward HCV elimination.
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Choi JJ, Rosen MA, Shapiro MF, Safford MM. Towards diagnostic excellence on academic ward teams: building a conceptual model of team dynamics in the diagnostic process. Diagnosis (Berl) 2023; 10:363-374. [PMID: 37561698 DOI: 10.1515/dx-2023-0065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 07/31/2023] [Indexed: 08/12/2023]
Abstract
OBJECTIVES Achieving diagnostic excellence on medical wards requires teamwork and effective team dynamics. However, the study of ward team dynamics in teaching hospitals is relatively underdeveloped. We aim to enhance understanding of how ward team members interact in the diagnostic process and of the underlying behavioral, psychological, and cognitive mechanisms driving team interactions. METHODS We used mixed-methods to develop and refine a conceptual model of how ward team dynamics in an academic medical center influence the diagnostic process. First, we systematically searched existing literature for conceptual models and empirical studies of team dynamics. Then, we conducted field observations with thematic analysis to refine our model. RESULTS We present a conceptual model of how medical ward team dynamics influence the diagnostic process, which serves as a roadmap for future research and interventions in this area. We identified three underexplored areas of team dynamics that are relevant to diagnostic excellence and that merit future investigation (1): ward team structures (e.g., team roles, responsibilities) (2); contextual factors (e.g., time constraints, location of team members, culture, diversity); and (3) emergent states (shared mental models, psychological safety, team trust, and team emotions). CONCLUSIONS Optimizing the diagnostic process to achieve diagnostic excellence is likely to depend on addressing all of the potential barriers and facilitators to ward team dynamics presented in our model.
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Gonzalez CJ, LeCroy MN, Daviglus ML, Van Horn L, Gallo LC, Gonzalez F, Perreira KM, Llabre MM, Shapiro MF, Isasi CR. Cultural and neighborhood characteristics associated with activity-specific parenting practices in Hispanic/Latino youth: a secondary analysis of the Hispanic Community Children's health study/study of Latino youth. J Behav Med 2023; 46:732-744. [PMID: 36732448 PMCID: PMC10558378 DOI: 10.1007/s10865-023-00395-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 01/14/2023] [Indexed: 02/04/2023]
Abstract
Hispanic/Latino youth are less physically active than non-Hispanic/Latino youth. We assessed whether activity-specific parenting practices relate to moderate-to-vigorous physical activity (MVPA) and sedentary behavior among Hispanic/Latino youth, and whether cultural (acculturation) and neighborhood characteristics (perceived barriers to activity) relate to the use of parenting practice patterns. Using the Hispanic Community Children's Health Study/Study of Latino Youth (SOL Youth, n = 976 8-16-year-olds), we modeled linear regression associations between parenting practices and mean daily MVPA and sedentary behavior. Parenting practice patterns were then developed using k-means cluster analysis, and regressed on parental acculturation and neighborhood characteristics. Discipline predicted higher MVPA in females (β 1.89 [95% CI 0.11-3.67]), while Monitoring/Reinforcement predicted higher MVPA in males (β 4.71 [95% CI 0.68-8.74]). Three patterns were then identified: Negative Reinforcement (high Limit Setting and Discipline use), Positive Reinforcement (high Limit Setting and Monitoring/Reinforcement use), and Permissive Parenting (low parenting practice use). Higher acculturation predicted use of Positive Reinforcement. Activity-specific parenting practices are associated with activity in sex-specific ways among Hispanic/Latino youth, and cultural factors predict the use of parenting practices.
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Kapadia SN, Zhang H, Gonzalez CJ, Sen B, Franco R, Hutchings K, Wethington E, Talal A, Lloyd A, Dharia A, Wells M, Bao Y, Shapiro MF. Hepatitis C Treatment Initiation Among US Medicaid Enrollees. JAMA Netw Open 2023; 6:e2327326. [PMID: 37540513 PMCID: PMC10403776 DOI: 10.1001/jamanetworkopen.2023.27326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 06/16/2023] [Indexed: 08/05/2023] Open
Abstract
Importance Direct-acting antiviral (DAA) treatment for hepatitis C virus (HCV) infection is highly effective but remains underused. Understanding disparities in the delivery of DAAs is important for HCV elimination planning and designing interventions to promote equitable treatment. Objective To examine variations in the receipt of DAA in the 6 months following a new HCV diagnosis. Design, Setting, and Participants This retrospective cohort study used national Medicaid claims from 2017 to 2019 from 50 states, Washington DC, and Puerto Rico. Individuals aged 18 to 64 years with a new diagnosis of HCV in 2018 were included. A new diagnosis was defined as a claim for an HCV RNA test followed by an International Statistical Classification of Diseases and Related Health Problems, Tenth Revision (ICD-10) diagnosis code, after a 1-year lookback period. Main Outcomes and Measures Outcome was receipt of a DAA prescription within 6 months of diagnosis. Logistic regression was used to examine demographic factors and ICD-10-identified comorbidities associated with treatment initiation. Results Among 87 652 individuals, 43 078 (49%) were females, 12 355 (14%) were age 18 to 29 years, 35 181 (40%) age 30 to 49, 51 282 (46%) were non-Hispanic White, and 48 840 (49%) had an injection drug use diagnosis. Of these individuals, 17 927 (20%) received DAAs within 6 months of their first HCV diagnosis. In the regression analyses, male sex was associated with increased treatment initiation (OR, 1.24; 95% CI, 1.16-1.33). Being age 18 to 29 years (OR, 0.65; 95% CI, 0.50-0.85) and injection drug use (OR, 0.84; 95% CI, 0.75-0.94) were associated with decreased treatment initiation. After adjustment for state fixed effects, Asian race (OR, 0.50; 95% CI, 0.40-0.64), American Indian or Alaska Native race (OR, 0.68; 95% CI, 0.55-0.84), and Hispanic ethnicity (OR, 0.81; 95% CI, 0.71-0.93) were associated with decreased treatment initiation. Adjustment for state Medicaid policy did not attenuate the racial or ethnic disparities. Conclusions In this retrospective cohort study, HCV treatment initiation was low among Medicaid beneficiaries and varied by demographic characteristics and comorbidities. Interventions are needed to increase HCV treatment uptake among Medicaid beneficiaries and to address disparities in treatment among key populations, including younger individuals, females, individuals from minoritized racial and ethnic groups, and people who inject drugs.
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Choi JJ, Contractor JH, Patel VL, Shapiro MF. How team clinical reasoning occurs on ward rounds: Implications for learning. CLINICAL TEACHER 2023:e13599. [PMID: 37382500 DOI: 10.1111/tct.13599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 06/05/2023] [Indexed: 06/30/2023]
Abstract
BACKGROUND Ward rounds offer a rich environment for learning about team clinical reasoning. We aimed to assess how team clinical reasoning occurs on ward rounds to inform efforts to enhance the teaching of clinical reasoning. METHODS We performed focused ethnography of ward rounds over a 6-week period, during which we observed five different teams. Each day team comprised one senior physician, one senior resident, one junior resident, two interns and one medical student. Twelve 'night-float' residents who discussed new patients with the day team were also included. Field notes were analysed using content analysis. FINDINGS We analysed 41 new patient presentations and discussions on 23 different ward rounds. The median duration of case presentations and discussions was 13.0 minutes (IQR, 10.0-18.0 minutes). More time was devoted to information sharing (median 5.5 minutes; IQR, 4.0-7.0 minutes) than any other activity, followed by discussion of management plans (median 4.0 minutes; IQR, 3.0-7.8 minutes). Nineteen (46%) cases did not include discussion of a differential diagnosis for the chief concern. We identified two themes relevant to learning: (1) linear versus iterative approaches to team-based diagnosis and (2) the influence of hierarchy on participation in clinical reasoning discussions. CONCLUSION The ward teams we observed spent far less time discussing differential diagnoses compared with information sharing. Junior learners such as medical students and interns contributed less frequently to team clinical reasoning discussions. In order to maximise student learning, strategies to engage junior learners in team clinical reasoning discussions on ward rounds may be needed.
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Kapadia SN, Zhang H, Gonzalez CJ, Sen B, Franco RA, Shapiro MF, Bao Y. Specialist and Primary Care Treatment of Hepatitis C Infections in US Medicaid in 2018. J Gen Intern Med 2023; 38:1323-1325. [PMID: 36323823 PMCID: PMC10110770 DOI: 10.1007/s11606-022-07860-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 10/21/2022] [Indexed: 11/07/2022]
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Gonzalez CJ, Copeland M, Shapiro MF, Moody J. Associations of peer generational status on adolescent weight across Hispanic immigrant generations: A social network analysis. Soc Sci Med 2023; 323:115831. [PMID: 36931036 DOI: 10.1016/j.socscimed.2023.115831] [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: 06/21/2022] [Revised: 12/30/2022] [Accepted: 03/06/2023] [Indexed: 03/14/2023]
Abstract
BACKGROUND Childhood obesity disproportionately impacts Hispanics in the United States (US), the nation's largest ethnic minority population. However, even among Hispanic children, those born in the US are at increased risk of developing obesity than those not born in the US (i.e. first-generation Hispanics). The objective of this study is to assess whether ethnic and generational differences in the friend networks of Hispanic adolescents moderate the association between immigrant generation and weight. METHODS We analyzed data from first-generation, second-generation, and third-generation Hispanic 12 to 19 year-old participants in Wave 1 of the Longitudinal Study of Adolescent to Adult Health (Add Health). Using multivariable linear regression, we examined the association between generational status and body mass index (BMI), and whether the ethnic and generational composition of friends moderated that association. RESULTS Higher generational status was associated with higher BMI. The ethnic and generational composition of friends was not independently associated with BMI among Hispanic adolescents. However, a social network with a greater proportion of second-generation Hispanics was positively associated with BMI among first-generation Hispanics, and negatively associated with BMI among second-generation Hispanics. CONCLUSIONS The generational status of peers in Hispanic adolescents' social networks, particularly the proportion that are second-generation Hispanic, moderates the positive association between immigrant generation and BMI. Moreover, this moderation effect is different across immigrant generations so that the proportion of second-generation adolescents within a social network is associated with higher BMI in first-generation Hispanic adolescents, but with lower BMI among those who are second-generation. These results were confirmed in sensitivity analyses. Our findings suggest that the generational composition of social networks alters the association between the generational status and weight of Hispanic adolescents, and thus that social factors within those networks may contribute to those associations.
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Ghosh AK, Ibrahim S, Lee J, Shapiro MF, Ancker J. Comparing Hospital Length of Stay Risk-Adjustment Models in US Value-Based Physician Payments. Qual Manag Health Care 2023; 32:22-29. [PMID: 35383715 PMCID: PMC9530068 DOI: 10.1097/qmh.0000000000000363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
BACKGROUNG AND OBJECTIVES Under the Affordable Care Act, the US Centers for Medicare & Medicaid Services created the Physician Value-Based Payment Modifier Program and its successor, the Merit-Based Incentive Payment System, to tie physician payments to quality and cost. The addition of hospital length of stay (LOS) to these value-based physician payment models reflects its increasing importance as a metric of health care cost and efficiency and its association with adverse health outcomes. This study compared the Centers for Medicare & Medicaid Services-endorsed LOS risk-adjustment methodology with a novel methodology that accounts for pre-hospitalization clinical, socioeconomic status (SES), and admission-related factors as influential factors of hospital LOS. METHODS Using the 2014 New York, Florida, and New Jersey State Inpatient Database, we compared the observed-to-expected LOS of 2373102 adult admissions for 742 medical and surgical diagnosis-related groups (DRGs) by 3 models: ( a ) current risk-adjustment model (CRM), which adjusted for age, sex, number of chronic conditions, Elixhauser comorbidity score, and DRG severity weight, ( b ) CRM but modeling LOS using a generalized linear model (C-GLM), and (c) novel risk-adjustment model (NRM), which added to the C-GLM covariates for race/ethnicity, SES, discharge destination, weekend admission, and individual intercepts for DRGs instead of severity weights. RESULTS The NRM disadvantaged physicians for fewer medical and surgical DRGs, compared with both the C-GLM and CRM models (medical DRGs: 0.49% vs 13.17% and 10.89%, respectively; surgical DRGs: 0.30% vs 13.17% and 10.98%, respectively). In subgroup analysis, the NRM reduced the proportion of physician-penalizing DRGs across all racial/ethnic and socioeconomic groups, with the highest reduction among Whites, followed by low SES patients, and the lowest reduction among Hispanic patients. CONCLUSIONS After accounting for pre-hospitalization socioeconomic and clinical factors, the adjusted LOS using the NRM was lower than estimates from the current Centers for Medicare & Medicaid Services-endorsed model. The current model may disadvantage physicians serving communities with higher socioeconomic risks.
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Ghosh AK, Shapiro MF, Abramson D. Closing the Knowledge Gap in the Long-Term Health Effects of Natural Disasters: A Research Agenda for Improving Environmental Justice in the Age of Climate Change. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:15365. [PMID: 36430084 PMCID: PMC9692460 DOI: 10.3390/ijerph192215365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 11/09/2022] [Accepted: 11/19/2022] [Indexed: 06/16/2023]
Abstract
Natural disasters continue to worsen in both number and intensity globally, but our understanding of their long-term consequences on individual and community health remains limited. As climate-focused researchers, we argue that a publicly funded research agenda that supports the comprehensive exploration of these risks, particularly among vulnerable groups, is urgently needed. This exploration must focus on the following three critical components of the research agenda to promote environmental justice in the age of climate change: (1) a commitment to long term surveillance and care to examine the health impacts of climate change over their life course; (2) an emphasis on interventions using implementation science frameworks; (3) the employment of a transdisciplinary approach to study, address, and intervene on structural disadvantage among vulnerable populations. Without doing so, we risk addressing these consequences in a reactive way at greater expense, limiting the opportunity to safeguard communities and vulnerable populations in the era of climate change.
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Ghosh AK, Demetres MR, Geisler BP, Ssebyala SN, Yang T, Shapiro MF, Setoguchi S, Abramson D. Impact of Hurricanes and Associated Extreme Weather Events on Cardiovascular Health: A Scoping Review. ENVIRONMENTAL HEALTH PERSPECTIVES 2022; 130:116003. [PMID: 36448792 PMCID: PMC9710380 DOI: 10.1289/ehp11252] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 10/21/2022] [Accepted: 10/24/2022] [Indexed: 06/17/2023]
Abstract
BACKGROUND The frequency and destructiveness of hurricanes and related extreme weather events (e.g., cyclones, severe storms) have been increasing due to climate change. A growing body of evidence suggests that victims of hurricanes have increased incidence of cardiovascular disease (CVD), likely due to increased stressors around time of the hurricane and in their aftermath. OBJECTIVES The objective was to systematically examine the evidence of the association between hurricanes (and related extreme weather events) and adverse CVD outcomes with the goal of understanding the gaps in the literature. METHODS A comprehensive literature search of population-level and cohort studies focused on CVD outcomes (i.e., myocardial infarction, stroke, and heart failure) related to hurricanes, cyclones, and severe storms was performed in the following databases from inception to December 2021: Ovid MEDLINE, Ovid EMBASE, Web of Science, and The Cochrane Library. Studies retrieved were then screened for eligibility against predefined inclusion/exclusion criteria. Studies were then qualitatively synthesized based on the time frame of the CVD outcomes studied and special populations that were studied. Gaps in the literature were identified based on this synthesis. RESULTS Of the 1,103 citations identified, 48 met our overall inclusion criteria. We identified articles describing the relationship between CVD and extreme weather, primarily hurricanes, based on data from the United States (42), Taiwan (3), Japan (2), and France (1). Outcomes included CVD and myocardial infarction-related hospitalizations (30 studies) and CVVD-related mortality (7 studies). Most studies used a retrospective study design, including one case-control study, 39 cohort studies, and 4 time-series studies. DISCUSSION Although we identified a number of papers that reported evaluations of extreme weather events and short-term adverse CVD outcomes, there were important gaps in the literature. These gaps included a) a lack of rigorous long-term evaluation of hurricane exposure, b) lack of investigation of hurricane exposure on vulnerable populations regarding issues related to environmental justice, c) absence of research on the exposure of multiple hurricanes on populations, and d) absence of an exploration of mechanisms leading to worsened CVD outcomes. Future research should attempt to fill these gaps, thus providing an important evidence base for future disaster-related policy. https://doi.org/10.1289/EHP11252.
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Shapiro MF. Are Financial Incentives for Patients an Effective Treatment for Hypertension Attention-Deficit Disorder? Hypertension 2022; 79:2212-2213. [PMID: 36070403 PMCID: PMC9473150 DOI: 10.1161/hypertensionaha.122.19892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Ghosh AK, Shapiro MF, Abramson DM. Trends in National Institutes of Health Funding on the Health-Related Effects of Climate Change and Natural Disasters. J Gen Intern Med 2022; 37:2885-2887. [PMID: 34981356 PMCID: PMC8722653 DOI: 10.1007/s11606-021-07223-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 10/15/2021] [Indexed: 01/07/2023]
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Ghosh AK, Unruh MA, Ibrahim S, Shapiro MF. Association Between Patient Diversity in Hospitals and Racial/Ethnic Differences in Patient Length of Stay. J Gen Intern Med 2022; 37:723-729. [PMID: 34981364 PMCID: PMC8904308 DOI: 10.1007/s11606-021-07239-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 10/14/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Hospitals serving a disproportionate share of racial/ethnic minorities have been shown to have poorer quality outcomes. It is unknown whether efficiencies in inpatient care, measured by length of stay (LOS), differ based on the proportion patients served by a hospital who are minorities. OBJECTIVE To examine the association between the racial/ethnic diversity of a hospital's patients and disparities in LOS. DESIGN Retrospective cross-sectional study. PARTICIPANTS One million five hundred forty-six thousand nine hundred fifty-five admissions using the 2017 New York State Inpatient Database from the Healthcare Cost and Utilization Project. MAIN MEASURE Differences in mean adjusted LOS (ALOS) between White and Black, Hispanic, and Other (Asian, Pacific Islander, Native American, and Other) admissions by Racial/Ethnic Diversity Index (proportion of non-White patients admitted to total patients admitted to that same hospital) in quintiles (Q1 to Q5), stratified by discharge destination. Mean LOS was adjusted for patient demographic, clinical, and admission characteristics and for individual intercepts for each hospital. KEY RESULTS In both unadjusted and adjusted analysis, Black-White and Other-White mean LOS differences were smallest in the most diverse hospitals (Black-White: unadjusted, -0.07 days [-0.1 to -0.04], and adjusted, 0.16 days [95% CI: 0.16 to 0.16]; Other-White: unadjusted, -0.74 days [95% CI: -0.77 to -0.71], and adjusted, 0.01 days [95% CI: 0.01 to 0.02]). For Hispanic patients, in unadjusted analysis, the mean LOS difference was greatest in the most diverse hospitals (-0.92 days, 95% CI: -0.95 to -0.89) but after adjustment, this was no longer the case. Similar patterns across all racial/ethnic groups were observed after analyses were stratified by discharge destination. CONCLUSION Mean adjusted LOS differences between White and Black patients, and White and patients of Other race was smallest in most diverse hospitals, but not differences between Hispanic and White patients. These findings may reflect specific structural factors which affect racial/ethnic differences in patient LOS.
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Gonzalez CJ, Hogan CJ, Rajan M, Wells MT, Safford MM, Pinheiro LC, Ghosh AK, Choi JJ, Burchenal CA, Shah PD, Shapiro MF. Predictors of life-threatening complications in relatively lower-risk patients hospitalized with COVID-19. PLoS One 2022; 17:e0263995. [PMID: 35167610 PMCID: PMC8846540 DOI: 10.1371/journal.pone.0263995] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 02/01/2022] [Indexed: 11/18/2022] Open
Abstract
Older individuals with chronic health conditions are at highest risk of adverse clinical outcomes from COVID-19, but there is widespread belief that risk to younger, relatively lower-risk individuals is negligible. We assessed the rate and predictors of life-threatening complications among relatively lower-risk adults hospitalized with COVID-19. Of 3766 adults hospitalized with COVID-19 to three hospitals in New York City from March to May 2020, 963 were relatively lower-risk based on absence of preexisting health conditions. Multivariable logistic regression models examined in-hospital development of life-threatening complications (major medical events, intubation, or death). Covariates included age, sex, race/ethnicity, hypertension, weight, insurance type, and area-level sociodemographic factors (poverty, crowdedness, and limited English proficiency). In individuals ≥55 years old (n = 522), 33.3% experienced a life-threatening complication, 17.4% were intubated, and 22.6% died. Among those <55 years (n = 441), 15.0% experienced a life-threatening complication, 11.1% were intubated, and 5.9% died. In multivariable analyses among those ≥55 years, age (OR 1.03 [95%CI 1.01–1.06]), male sex (OR 1.72 [95%CI 1.14–2.64]), being publicly insured (versus commercial insurance: Medicare, OR 2.02 [95%CI 1.22–3.38], Medicaid, OR 1.87 [95%CI 1.10–3.20]) and living in areas with relatively high limited English proficiency (highest versus lowest quartile: OR 3.50 [95%CI 1.74–7.13]) predicted life-threatening complications. In those <55 years, no sociodemographic factors significantly predicted life-threatening complications. A substantial proportion of relatively lower-risk patients hospitalized with COVID-19 experienced life-threatening complications and more than 1 in 20 died. Public messaging needs to effectively convey that relatively lower-risk individuals are still at risk of serious complications.
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Choi JJ, Contractor JH, Cutler TS, Shapiro MF. A Palpable Miss: the Underrepresentation of History and Physical Errors as Identified by Internal Medicine Residents for Morbidity and Mortality Conference. J Gen Intern Med 2022; 37:264-265. [PMID: 33443702 PMCID: PMC8738783 DOI: 10.1007/s11606-020-06374-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 11/30/2020] [Indexed: 01/03/2023]
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Gonzalez CJ, Aristega Almeida B, Corpuz GS, Mora HA, Aladesuru O, Shapiro MF, Sterling MR. Challenges with social distancing during the COVID-19 pandemic among Hispanics in New York City: a qualitative study. BMC Public Health 2021; 21:1946. [PMID: 34702228 PMCID: PMC8547302 DOI: 10.1186/s12889-021-11939-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Accepted: 10/07/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Hispanics in the United States are disproportionately affected by the novel coronavirus (COVID-19). While social distancing and quarantining are effective methods to reduce its spread, Hispanics, who are more likely to be essential workers and live in multigenerational homes than non-Hispanics, may face challenges that limit their ability to carry out these preventative efforts. We elicited the experiences of Hispanic adults with social distancing and self-quarantining during the COVID-19 pandemic in New York. METHODS In this qualitative study, Hispanic adults receiving care at a federally qualified community health center in East Harlem, New York, were recruited for remote one-on-one semi-structured interviews from 5/15/2020 to 11/17/2020. Interviews were conducted by a bilingual interviewer in Spanish or English, using a semi-structured topic guide informed by the Health Belief Model. Audio-recordings were professionally transcribed. We used thematic analysis to iteratively code the data. Each transcript was independently coded by two research team members, then reconciled by a third. Major themes and subthemes were identified. RESULTS Among 20 participants, four major themes emerged; Hispanics were: (1) fearful of contracting and transmitting COVID-19, (2) engaging in practices to reduce transmission of COVID-19, (3) experiencing barriers to social distancing and quarantining, and (4) facing an enduring psychological and physical toll from COVID-19. CONCLUSIONS Despite understanding the risks for contracting COVID-19 and taking appropriate precautions, Hispanics faced numerous challenges to social distancing and quarantining, such as living in crowded, multi-generational households, working as essential workers, and providing unpaid care to family members. Such challenges took a toll on their physical, emotional, and financial well-being. Our findings suggest that a tailored approach to public health messaging and interventions for pandemic planning are warranted among members of this community. Further research is needed to understand and mitigate the long term physical and psychological consequences of the pandemic among Hispanics.
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Kingery JR, Bf Martin P, Baer BR, Pinheiro LC, Rajan M, Clermont A, Pan S, Nguyen K, Fahoum K, Wehmeyer GT, Alshak MN, Li HA, Choi JJ, Shapiro MF, McNairy ML, Safford MM, Goyal P. Thirty-Day Post-Discharge Outcomes Following COVID-19 Infection. J Gen Intern Med 2021; 36:2378-2385. [PMID: 34100231 PMCID: PMC8183585 DOI: 10.1007/s11606-021-06924-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 05/06/2021] [Indexed: 01/08/2023]
Abstract
BACKGROUND The clinical course of COVID-19 includes multiple disease phases. Data describing post-hospital discharge outcomes may provide insight into disease course. Studies describing post-hospitalization outcomes of adults following COVID-19 infection are limited to electronic medical record review, which may underestimate the incidence of outcomes. OBJECTIVE To determine 30-day post-hospitalization outcomes following COVID-19 infection. DESIGN Retrospective cohort study SETTING: Quaternary referral hospital and community hospital in New York City. PARTICIPANTS COVID-19 infected patients discharged alive from the emergency department (ED) or hospital between March 3 and May 15, 2020. MEASUREMENT Outcomes included return to an ED, re-hospitalization, and mortality within 30 days of hospital discharge. RESULTS Thirty-day follow-up data were successfully collected on 94.6% of eligible patients. Among 1344 patients, 16.5% returned to an ED, 9.8% were re-hospitalized, and 2.4% died. Among patients who returned to the ED, 50.0% (108/216) went to a different hospital from the hospital of the index presentation, and 61.1% (132/216) of those who returned were re-hospitalized. In Cox models adjusted for variables selected using the lasso method, age (HR 1.01 per year [95% CI 1.00-1.02]), diabetes (1.54 [1.06-2.23]), and the need for inpatient dialysis (3.78 [2.23-6.43]) during the index presentation were independently associated with a higher re-hospitalization rate. Older age (HR 1.08 [1.05-1.11]) and Asian race (2.89 [1.27-6.61]) were significantly associated with mortality. CONCLUSIONS Among patients discharged alive following their index presentation for COVID-19, risk for returning to a hospital within 30 days of discharge was substantial. These patients merit close post-discharge follow-up to optimize outcomes.
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Choi JJ, Contractor JH, Shaw AL, Abdelghany Y, Frye J, Renzetti M, Smith E, Soiefer LR, Lu S, Kingery JR, Krishnan JK, Levine WJ, Safford MM, Shapiro MF. COVID-19-Related Circumstances for Hospital Readmissions: A Case Series From 2 New York City Hospitals. J Patient Saf 2021; 17:264-269. [PMID: 33852540 PMCID: PMC8131259 DOI: 10.1097/pts.0000000000000870] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVE The aim of the study was to determine the main factors contributing to hospital readmissions and their potential preventability after a coronavirus disease 2019 (COVID-19) hospitalization at 2 New York City hospitals. METHODS This was a retrospective study at 2 affiliated New York City hospitals located in the Upper East Side and Lower Manhattan neighborhoods. We performed case reviews using the Hospital Medicine Reengineering Network framework to determine potentially preventable readmissions among patients hospitalized for COVID-19 between March 3, 2020 (date of first case) and April 27, 2020, and readmitted to either of the 2 hospitals within 30 days of discharge. RESULTS Among 53 readmissions after hospitalization for COVID-19, 44 (83%) were deemed not preventable and 9 (17%) were potentially preventable. Nonpreventable readmissions were mostly due to disease progression or complications of COVID-19 (37/44, 84%). Main factors contributing to potentially preventable readmissions were issues with initial disposition (5/9, 56%), premature discharge (3/9, 33%), and inappropriate readmission (1/9, 11%) for someone who likely did not require rehospitalization. CONCLUSIONS Most readmissions after a COVID-19 hospitalization were not preventable and a consequence of the natural progression of the disease, specifically worsening dyspnea or hypoxemia. Some readmissions were potentially preventable, mostly because of issues with disposition that were directly related to challenges posed by the ongoing COVID-19 pandemic. Clinicians should be aware of challenges with disposition related to circumstances of the COVID-19 pandemic.
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Choi JJ, Contractor JH, Shapiro MF, Patel VL. What we cannot see in virtual diagnosis: the potential pitfalls of telediagnosis related to teamwork. ACTA ACUST UNITED AC 2021; 9:282-284. [PMID: 33984883 DOI: 10.1515/dx-2021-0040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 05/03/2021] [Indexed: 11/15/2022]
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Sterling MR, Silva AF, Leung PBK, Shaw AL, Tsui EK, Jones CD, Robbins L, Escamilla Y, Lee A, Wiggins F, Sadler F, Shapiro MF, Charlson ME, Kern LM, Safford MM. "It's Like They Forget That the Word 'Health' Is in 'Home Health Aide'": Understanding the Perspectives of Home Care Workers Who Care for Adults With Heart Failure. J Am Heart Assoc 2019; 7:e010134. [PMID: 30571599 PMCID: PMC6405555 DOI: 10.1161/jaha.118.010134] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Background Home care workers (HCWs) increasingly provide long‐term and posthospitalization care for community‐dwelling adults with heart failure (HF). They observe, assist, and advise these patients, yet few studies have examined their role in HF. As the foundation for future interventions, we sought to understand the perspectives of HCWs caring for adults with HF. Methods and Results We conducted 8 focus groups in partnership with the Home Care Industry Education Fund, a benefit fund of the 1199 Service Employees International Union United Healthcare Workers East, the largest healthcare union in the United States. English‐ and Spanish‐speaking HCWs with HF clients were eligible to participate. Data were analyzed thematically. Forty‐six HCWs employed by 21 unique home care agencies participated. General and HF‐specific themes emerged. Generally, HCWs (1) feel overworked and undervalued; (2) find communication and care to be fragmented; (3) are dedicated to clients and families but are caught in the middle; and, despite this, (4) love their job. With respect to HF, HCWs (1) find it frightening and unpredictable; (2) are involved in HF self‐care without any HF training; and (3) find the care plan problematic. Conclusions Although frequently involved in HF self‐care, most HCWs have not received HF training. In addition, many felt poorly supported by other healthcare providers and the care plan, especially when their clients’ symptoms worsened. Interventions that provide HF‐specific training and aim to improve communication between members of the home health care team may enhance HCWs’ ability to care for adults with HF and potentially lead to better patient outcomes.
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George S, Vassar SD, Norris K, Coleman B, Gonzalez C, Ishimori M, Morris D, Mtume N, Shapiro MF, Lucas-Wright A, Brown AF. Researcher perspectives on embedding community stakeholders in T1-T2 research: A potential new model for full-spectrum translational research - ADDENDUM. J Clin Transl Sci 2019; 3:290. [PMID: 31680693 PMCID: PMC6815765 DOI: 10.1017/cts.2019.399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
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Shapiro MF. The Last Breath-Enriching End-of-Life Moments. JAMA Intern Med 2019; 179:865-866. [PMID: 31135811 DOI: 10.1001/jamainternmed.2019.1451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
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George S, Vassar SD, Norris K, Coleman B, Gonzalez C, Ishimori M, Morris D, Mtume N, Shapiro MF, Lucas-Wright A, Brown AF. Researcher perspectives on embedding community stakeholders in T1-T2 research: A potential new model for full-spectrum translational research. J Clin Transl Sci 2019; 3:120-124. [PMID: 31660235 PMCID: PMC6802407 DOI: 10.1017/cts.2019.384] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Revised: 05/17/2019] [Accepted: 05/21/2019] [Indexed: 02/01/2023] Open
Abstract
Effective community engagement in T3-T4 research is widespread, however, similar stakeholder involvement is missing in T1-T2 research. As part of an effort to embed community stakeholders in T1-T2 research, an academic community partnered team conducted discussion groups with researchers to assess perspectives on (1) barriers/challenges to including community stakeholders in basic science, (2) skills/training required for stakeholders and researchers, and (3) potential benefits of these activities. Engaging community in basic science research was perceived as challenging but with exciting potential to incorporate "real-life" community health priorities into basic research, resulting in a new full-spectrum translational research model.
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