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Venkataramani AS, Bair EF, Bor J, Jackson CL, Kawachi I, Lee J, Papachristos A, Tsai AC. Officer-Involved Killings of Unarmed Black People and Racial Disparities in Sleep Health. JAMA Intern Med 2024; 184:363-373. [PMID: 38315465 PMCID: PMC10845041 DOI: 10.1001/jamainternmed.2023.8003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 11/27/2023] [Indexed: 02/07/2024]
Abstract
Importance Racial disparities in sleep health may mediate the broader health outcomes of structural racism. Objective To assess changes in sleep duration in the Black population after officer-involved killings of unarmed Black people, a cardinal manifestation of structural racism. Design, Setting, and Participants Two distinct difference-in-differences analyses examined the changes in sleep duration for the US non-Hispanic Black (hereafter, Black) population before vs after exposure to officer-involved killings of unarmed Black people, using data from adult respondents in the US Behavioral Risk Factor Surveillance Survey (BRFSS; 2013, 2014, 2016, and 2018) and the American Time Use Survey (ATUS; 2013-2019) with data on officer-involved killings from the Mapping Police Violence database. Data analyses were conducted between September 24, 2021, and September 12, 2023. Exposures Occurrence of any police killing of an unarmed Black person in the state, county, or commuting zone of the survey respondent's residence in each of the four 90-day periods prior to interview, or occurence of a highly public, nationally prominent police killing of an unarmed Black person anywhere in the US during the 90 days prior to interview. Main Outcomes and Measures Self-reported total sleep duration (hours), short sleep (<7 hours), and very short sleep (<6 hours). Results Data from 181 865 Black and 1 799 757 White respondents in the BRFSS and 9858 Black and 46 532 White respondents in the ATUS were analyzed. In the larger BRFSS, the majority of Black respondents were between the ages of 35 and 64 (99 014 [weighted 51.4%]), women (115 731 [weighted 54.1%]), and college educated (100 434 [weighted 52.3%]). Black respondents in the BRFSS reported short sleep duration at a rate of 45.9%, while White respondents reported it at a rate of 32.6%; for very short sleep, the corresponding values were 18.4% vs 10.4%, respectively. Statistically significant increases in the probability of short sleep and very short sleep were found among Black respondents when officers killed an unarmed Black person in their state of residence during the first two 90-day periods prior to interview. Magnitudes were larger in models using exposure to a nationally prominent police killing occurring anywhere in the US. Estimates were equivalent to 7% to 16% of the sample disparity between Black and White individuals in short sleep and 13% to 30% of the disparity in very short sleep. Conclusions and Relevance Sleep health among Black adults worsened after exposure to officer-involved killings of unarmed Black individuals. These empirical findings underscore the role of structural racism in shaping racial disparities in sleep health outcomes.
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Affiliation(s)
- Atheendar S Venkataramani
- Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
| | - Elizabeth F Bair
- Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia
| | - Jacob Bor
- Departments of Global Health and Epidemiology, Boston University School of Public Health, Boston, Massachusetts
| | - Chandra L Jackson
- Epidemiology Branch, National Institutes of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland
| | - Ichiro Kawachi
- Department of Social Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Jooyoung Lee
- Department of Sociology, University of Toronto, Toronto, Ontario, Canada
| | | | - Alexander C Tsai
- Center for Global Health, Massachusetts General Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
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Britez Ferrante E, Blady S, Sheu D, Maitra MR, Drakes J, Lieberman A, Mussell A, Bair EF, Hearn CM, Thorbecke L, Zhu J, Kohn R. Operationalizing Equity, Inclusion, and Access in Research Practice at a Large Academic Institution. J Gen Intern Med 2024:10.1007/s11606-023-08539-z. [PMID: 38302812 DOI: 10.1007/s11606-023-08539-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 11/15/2023] [Indexed: 02/03/2024]
Abstract
INTRODUCTION Healthcare advances are hindered by underrepresentation in prospective research; sociodemographic, data, and measurement infidelity in retrospective research; and a paucity of guidelines surrounding equitable research practices. OBJECTIVE The Joint Research Practices Working Group was created in 2021 to develop and disseminate guidelines for the conduct of inclusive and equitable research. METHODS Volunteer faculty and staff from two research centers at the University of Pennsylvania initiated a multi-pronged approach to guideline development, including literature searches, center-level feedback, and mutual learning with local experts. RESULTS We developed guidelines for (1) participant payment and incentives; (2) language interpretation and translation; (3) plain language in research communications; (4) readability of study materials; and (5) inclusive language for scientific communications. Key recommendations include (1) offer cash payments and multiple payment options to participants when required actions are completed; (2) identify top languages of your target population, map points of contact, and determine available interpretation and translation resources; (3) assess reading levels of materials and simplify language, targeting 6th- to 8th-grade reading levels; (4) improve readability through text formatting and style, symbols, and visuals; and (5) use specific, humanizing terms as adjectives rather than nouns. CONCLUSIONS Diversity, inclusion, and access are critical values for research conduct that promotes justice and equity. These values can be operationalized through organizational commitment that combines bottom-up and top-down approaches and through partnerships across organizations that promote mutual learning and synergy. While our guidelines represent best practices at one time, we recognize that practices evolve and need to be evaluated continuously for accuracy and relevance. Our intention is to bring awareness to these critical topics and form a foundation for important conversations surrounding equitable and inclusive research practices.
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Affiliation(s)
- Emma Britez Ferrante
- Palliative and Advanced Illness Research (PAIR) Center at the University of Pennsylvania, Philadelphia, PA, USA
| | - Shira Blady
- Palliative and Advanced Illness Research (PAIR) Center at the University of Pennsylvania, Philadelphia, PA, USA
| | - Dorothy Sheu
- Palliative and Advanced Illness Research (PAIR) Center at the University of Pennsylvania, Philadelphia, PA, USA
| | - Medha Romee Maitra
- Palliative and Advanced Illness Research (PAIR) Center at the University of Pennsylvania, Philadelphia, PA, USA
- University of Georgia, Athens, GA, USA
| | - Josiah Drakes
- Palliative and Advanced Illness Research (PAIR) Center at the University of Pennsylvania, Philadelphia, PA, USA
- Xavier University of Louisiana, New Orleans, LA, USA
| | - Adina Lieberman
- Palliative and Advanced Illness Research (PAIR) Center at the University of Pennsylvania, Philadelphia, PA, USA
| | - Adam Mussell
- Center for Health Incentives and Behavioral Economics (CHIBE) at the University of Pennsylvania, Philadelphia, PA, USA
| | - Elizabeth F Bair
- Center for Health Incentives and Behavioral Economics (CHIBE) at the University of Pennsylvania, Philadelphia, PA, USA
- Department of Medical Ethics and Health Policy, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Caleb M Hearn
- Center for Health Incentives and Behavioral Economics (CHIBE) at the University of Pennsylvania, Philadelphia, PA, USA
- Department of Medical Ethics and Health Policy, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Leo Thorbecke
- Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, USA
- Center for Digital Health, Penn Medicine Center for Health Care Innovation, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Jingsan Zhu
- Center for Health Incentives and Behavioral Economics (CHIBE) at the University of Pennsylvania, Philadelphia, PA, USA
- Department of Medical Ethics and Health Policy, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Rachel Kohn
- Palliative and Advanced Illness Research (PAIR) Center at the University of Pennsylvania, Philadelphia, PA, USA.
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.
- Leonard Davis Institute of Health Economics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.
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Underhill K, Bair EF, Dixon EL, Ferrell WJ, Linn KA, Volpp KG, Venkataramani AS. Public Views on Medicaid Work Requirements and Mandatory Premiums in Kentucky. JAMA Health Forum 2023; 4:e233656. [PMID: 37862033 PMCID: PMC10589806 DOI: 10.1001/jamahealthforum.2023.3656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 08/22/2023] [Indexed: 10/21/2023] Open
Abstract
Importance Federal and state policymakers continue to pursue work requirements and premiums as conditions of Medicaid participation. Opinion polling should distinguish between general policy preferences and specific views on quotas, penalties, and other elements. Objective To identify views of adults in Kentucky regarding the design of Medicaid work requirements and premiums. Design, Setting, and Participant A cross-sectional survey was conducted via telephone and the internet from June 27 through July 11, 2019, of 1203 Kentucky residents 9 months before the state intended to implement Medicaid work requirements and mandatory premiums. Statistical analysis was performed from October 2019 to August 2023. Main Outcomes and Measures Agreement, disagreement, or neutral views on policy components were the main outcomes. Recruitment for the survey used statewide random-digit dialing and an internet panel to recruit residents aged 18 years or older. Findings were weighted to reflect state demographics. Of 39 110 landlines called, 209 reached an eligible person (of whom 150 participated), 8654 were of unknown eligibility, and 30 247 were ineligible. Of 55 305 cell phone lines called, 617 reached an eligible person (of whom 451 participated), 29 951 were of unknown eligibility, and 24 737 were ineligible. Internet recruitment (602 participants) used a panel of adult Kentucky residents maintained by an external data collector. Results Percentages were weighted to resemble the adult population of Kentucky residents. Of the participants in the study, 52% (95% CI, 48%-55%) were women, 80% (95% CI, 77%-82%) were younger than 65 years, 41% (95% CI, 38%-45%) were enrolled in Medicaid, 36% (95% CI, 32%-39%) were Republican voters, 32% (95% CI, 29%-36%) were Democratic voters, 14% (95% CI, 11%-16%) were members of racial and ethnic minority groups (including but not limited to American Indian or Alaska Native, Asian, Black, Hispanic or Latinx, and Native Hawaiian or Pacific Islander), and 48% (95% CI, 44%-52%) were employed. Most participants supported work requirements generally (69% [95% CI, 66%-72%]) but did not support terminating benefits due to noncompliance (43% [95% CI, 39%-46%]) or requiring quotas of 20 or more hours per week (34% [95% CI, 31%-38%]). Support for monthly premiums (34% [95% CI, 31%-38%]) and exclusion penalties for premium nonpayment (22% [95% CI, 19%-25%]) was limited. Medicaid enrollees were significantly less supportive of these policies than nonenrollees. For instance, regarding work requirements, agreement was lower (64% [95% CI, 59%-69%] vs 72% [95% CI, 68%-77%]) and disagreement higher (26% [95% CI, 21%-31%] vs 20% [95% CI, 16%-24%]) among current Medicaid enrollees compared with nonenrollees (P = .04). Among Medicaid enrollees, some beliefs about work requirements varied significantly by employment status but not by political affiliation. Among nonenrollees, beliefs about work requirements, premiums, and Medicaid varied significantly by political affiliation but not by employment. Conclusions and Relevance This study suggests that even when public constituencies express general support for Medicaid work requirements or premiums, they may oppose central design features, such as quotas and termination of benefits. Program participants may also hold significantly different beliefs than nonparticipants, which should be understood before policies are changed.
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Affiliation(s)
- Kristen Underhill
- Cornell Law School, Ithaca, New York
- Department of Population Health Sciences, Weill Cornell Medical College, New York, New York
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
| | - Elizabeth F. Bair
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
- Department of Medical Ethics & Health Policy, Perelman School of Medicine, University of Pennsylvania. Philadelphia
| | - Erica L. Dixon
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
- Department of Medical Ethics & Health Policy, Perelman School of Medicine, University of Pennsylvania. Philadelphia
| | - William J. Ferrell
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
- Department of Medical Ethics & Health Policy, Perelman School of Medicine, University of Pennsylvania. Philadelphia
| | - Kristin A. Linn
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
- Department of Medical Ethics & Health Policy, Perelman School of Medicine, University of Pennsylvania. Philadelphia
| | - Kevin G. Volpp
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
- Department of Medical Ethics & Health Policy, Perelman School of Medicine, University of Pennsylvania. Philadelphia
- Wharton School, University of Pennsylvania, Philadelphia
- Corporal Michael J. Cresencz Department of Veterans Affairs Medical Center, Philadelphia, Pennsylvania
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Atheendar S. Venkataramani
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
- Department of Medical Ethics & Health Policy, Perelman School of Medicine, University of Pennsylvania. Philadelphia
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia
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Wango GN, Chakrabarti A, Bair EF, Thirumurthy H, Ochillo M, Okumu O, Oluoch L, Kemunto E, Bosire R, Napierala S, Agot K. Access to Oral Fluid-Based Human Immunodeficiency Virus Self-Tests Increases Testing Among Male Partners of Adolescent Girls in Kenya: A Randomized Controlled Trial. J Adolesc Health 2023; 73:632-639. [PMID: 37074238 DOI: 10.1016/j.jadohealth.2023.02.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 02/10/2023] [Accepted: 02/24/2023] [Indexed: 04/20/2023]
Abstract
PURPOSE The risk of human immunodeficiency virus (HIV) among adolescent girls (AGs) may be reduced if they know the HIV status of their male partners. We assessed the ability of AGs in Siaya County, Kenya, to offer HIV self-tests to their partners to promote partner and couples testing. METHODS Eligible AGs were 15-19 years old, self-tested HIV-negative, and had a male partner not tested in the past 6 months. Participants were randomly assigned to receive two oral fluid-based self-tests (intervention arm) or a referral coupon for facility-based testing (comparison arm). The intervention included counseling on ways to safely introduce self-tests to partners. Follow-up surveys were conducted within 3 months. RESULTS Among 349 AGs enrolled, median age was 17 years (interquartile range 16-18), 88.3% of primary partners were noncohabiting boyfriends, and 37.5% were unaware if their partner had ever tested. At 3 months, 93.9% of the intervention arm and 73.9% of the comparison arm reported that partner testing occurred. Compared to the comparison arm, partner testing was more likely in the intervention arm (risk ratio = 1.27; 95% confidence interval 1.15-1.40; p < .001). Among participants whose partners got tested, 94.1% and 81.5% in the intervention and comparison arms, respectively, reported that couples testing occurred; couples testing was more likely in the intervention than comparison arm (risk ratio = 1.15; 95% confidence interval 1.15-1.27; p = .003). Five participants reported partner violence, one study-related. DISCUSSION Provision of multiple self-tests to AGs for the purpose of promoting partner and couples testing should be considered in Kenya and other settings where AGs face a high risk of HIV acquisition.
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Affiliation(s)
- Gift-Noelle Wango
- Department of Maternal and Child Health, Snohomish County Health District, Everett, Washington
| | - Averi Chakrabarti
- Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia
| | - Elizabeth F Bair
- Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia
| | - Harsha Thirumurthy
- Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia
| | - Marylyn Ochillo
- Division of Research, Impact Research and Development Organization, Kisumu, Kenya
| | - Olivia Okumu
- Division of Research, Impact Research and Development Organization, Kisumu, Kenya
| | - Lennah Oluoch
- Division of Research, Impact Research and Development Organization, Kisumu, Kenya
| | - Ezina Kemunto
- Division of Research, Impact Research and Development Organization, Kisumu, Kenya
| | - Risper Bosire
- Division of Research, Impact Research and Development Organization, Kisumu, Kenya
| | - Sue Napierala
- Women's Global Health Imperative, RTI International, San Francisco, California
| | - Kawango Agot
- Division of Research, Impact Research and Development Organization, Kisumu, Kenya.
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Golos AM, Buttenheim AM, Ritter AZ, Bair EF, Chapman GB. Effects Of An Employee COVID-19 Vaccination Mandate At A Long-Term Care Network. Health Aff (Millwood) 2023; 42:1140-1146. [PMID: 37549332 DOI: 10.1377/hlthaff.2022.01596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/09/2023]
Abstract
We assessed COVID-19 vaccination and employment status among employees of a long-term care network that announced an employee vaccination mandate on July 29, 2021. The day before the announcement, 1,208 employees were unvaccinated; of these workers, 56.2 percent subsequently were vaccinated, whereas 20.9 percent (3.7 percent of active employees) were terminated because of noncompliance with the mandate.
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Affiliation(s)
- Aleksandra M Golos
- Aleksandra M. Golos , University of Pennsylvania, Philadelphia, Pennsylvania
| | | | | | | | - Gretchen B Chapman
- Gretchen B. Chapman, Carnegie Mellon University, Pittsburgh, Pennsylvania
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6
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Chakrabarti A, Bair EF, Thirumurthy H. Routine child immunizations in India during the COVID-19 pandemic. SSM Popul Health 2023; 22:101383. [PMID: 36974277 PMCID: PMC10014501 DOI: 10.1016/j.ssmph.2023.101383] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 03/02/2023] [Accepted: 03/13/2023] [Indexed: 03/17/2023] Open
Abstract
Disruptions in health service delivery and utilization during the COVID-19 pandemic may have caused many children worldwide to not receive vital preventative health services. We investigate the pandemic's effects on routine childhood vaccinations in India, which has the world's largest child immunization program. Using data from the Government of India's health management information system and interrupted time series analyses, we estimate district-level changes in routine child vaccinations during the pandemic relative to typical monthly vaccinations in the pre-pandemic period. Our results indicate there were significant reductions in child vaccinations during the pandemic, with declines being extremely large in April 2020 when a strict national lockdown was in place. For example, district-level administration of the final required dose in the polio series declined by about 60% in April 2020 relative to the typical monthly vaccination levels observed prior to the pandemic. Vaccinations subsequently increased but largely remained below levels observed before the outbreak of COVID-19. Additional declines in vaccinations occurred in 2021 during the second wave of COVID-19 infections in India. Heterogeneity analyses suggest that vaccinations declined the most in districts with the strictest lockdowns and in districts with low health system capacity at baseline. There is a vital need for corrective actions, such as catch-up vaccination campaigns, to limit the deleterious consequences that will arise for the children who missed routine immunizations during the COVID-19 pandemic.
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Affiliation(s)
- Averi Chakrabarti
- American Institutes for Research, 201 Jones Road, Suite 100, Waltham, MA, 02451, USA
| | - Elizabeth F. Bair
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, 423 Guardian Drive, Blockley Hall, Philadelphia, PA, 19104-4884, USA
| | - Harsha Thirumurthy
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, 423 Guardian Drive, Blockley Hall, Philadelphia, PA, 19104-4884, USA
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Richterman A, Millien C, Bair EF, Jerome G, Suffrin JCD, Behrman JR, Thirumurthy H. The effects of cash transfers on adult and child mortality in low- and middle-income countries. Nature 2023:10.1038/s41586-023-06116-2. [PMID: 37258664 DOI: 10.1038/s41586-023-06116-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 04/21/2023] [Indexed: 06/02/2023]
Abstract
Poverty is an important social determinant of health that is associated with increased risk of death1-5. Cash transfer programmes provide non-contributory monetary transfers to individuals or households, with or without behavioural conditions such as children's school attendance6,7. Over recent decades, cash transfer programmes have emerged as central components of poverty reduction strategies of many governments in low- and middle-income countries6,7. The effects of these programmes on adult and child mortality rates remains an important gap in the literature, however, with existing evidence limited to a few specific conditional cash transfer programmes, primarily in Latin America8-14. Here we evaluated the effects of large-scale, government-led cash transfer programmes on all-cause adult and child mortality using individual-level longitudinal mortality datasets from many low- and middle-income countries. We found that cash transfer programmes were associated with significant reductions in mortality among children under five years of age and women. Secondary heterogeneity analyses suggested similar effects for conditional and unconditional programmes, and larger effects for programmes that covered a larger share of the population and provided larger transfer amounts, and in countries with lower health expenditures, lower baseline life expectancy, and higher perceived regulatory quality. Our findings support the use of anti-poverty programmes such as cash transfers, which many countries have introduced or expanded during the COVID-19 pandemic, to improve population health.
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Affiliation(s)
- Aaron Richterman
- Division of Infectious Diseases, Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
| | | | - Elizabeth F Bair
- Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia, PA, USA
| | | | | | - Jere R Behrman
- Departments of Economics and Sociology, University of Pennsylvania, Philadelphia, PA, USA
- Population Studies Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Harsha Thirumurthy
- Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia, PA, USA
- Population Studies Center, University of Pennsylvania, Philadelphia, PA, USA
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Chetty-Makkan CM, Thirumurthy H, Bair EF, Bokolo S, Day C, Wapenaar K, Werner J, Long L, Maughan-Brown B, Miot J, Pascoe SJS, Buttenheim AM. Quasi-experimental evaluation of a financial incentive for first-dose COVID-19 vaccination among adults aged ≥60 years in South Africa. BMJ Glob Health 2022; 7:bmjgh-2022-009625. [PMID: 36543383 PMCID: PMC9772119 DOI: 10.1136/bmjgh-2022-009625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 12/06/2022] [Indexed: 12/24/2022] Open
Abstract
INTRODUCTION COVID-19 vaccination coverage in South Africa (RSA) remains low despite increased access to vaccines. On 1 November 2021, RSA introduced the Vooma Voucher programme which provided a small guaranteed financial incentive, a Vooma Voucher redeemable at grocery stores, for COVID-19 vaccination among older adults, a population most vulnerable to serious illness, hospitalisation and death. However, the association of financial incentives with vaccination coverage remains unclear. METHODS We evaluated the association of the conditional economic incentive programme with first-dose vaccination rates among adults (aged ≥60 years) through a quasi-experimental cohort study. The Vooma Voucher programme was a nationwide vaccination incentive programme implemented for adults aged ≥60 years from 1 November 2021 to 28 February 2022. We ran ITS models to evaluate the Vooma Voucher programme at national and provincial levels. We used data between 1 October 2021 and 27 November 2021 in models estimated at the daily level. Individuals who received their first vaccine dose received a text message to access a ZAR100 ($~7) voucher that was redeemable at grocery stores. RESULTS The Vooma Voucher programme was associated with a 7.15%-12.01% increase in daily first-dose vaccinations in November 2021 compared with late October 2021. Overall, the incentive accounted for 6476-10 874 additional first vaccine doses from 1 November to 27 November 2021, or 8.31%-13.95% of all doses administered to those aged ≥60 years during that period. This result is robust to the inclusion of controls for the number of active vaccine delivery sites and for the nationwide Vooma vaccination weekend initiative (12 November to 14 November), both of which also increased vaccinations through expanded access to vaccines and demand creation activities. CONCLUSIONS Financial incentives for COVID-19 vaccination led to a modest increase in first-dose vaccinations among older adults in RSA. Financial incentives and expanded access to vaccines may result in higher vaccination coverage. TRIAL REGISTRATION NUMBER SANCTR DOH-27-012022-9116.
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Affiliation(s)
- Candice Maylene Chetty-Makkan
- Research, Health Economics and Epidemiology Research Office, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
| | - Harsha Thirumurthy
- Department of Medical Ethics and Health Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Elizabeth F Bair
- Department of Medical Ethics and Health Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Simamkele Bokolo
- Research, Health Economics and Epidemiology Research Office, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
| | - Candy Day
- DG Murray Trust, Cape Town, South Africa
| | | | | | - Lawrence Long
- Research, Health Economics and Epidemiology Research Office, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa,Department of Global Health, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Brendan Maughan-Brown
- Southern Africa Labour and Development Research Unit, University of Cape Town, Cape Town, South Africa,University of Cape Town, Rondebosch, South Africa
| | - Jacqui Miot
- Research, Health Economics and Epidemiology Research Office, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
| | - Sophie J S Pascoe
- Research, Health Economics and Epidemiology Research Office, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa
| | - Alison M Buttenheim
- Family and Community Health, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA
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Bien-Gund CH, Ochwal P, Marcus N, Bair EF, Napierala S, Maman S, Agot K, Thirumurthy H. Adoption of HIV pre-exposure prophylaxis among women at high risk of HIV infection in Kenya. PLoS One 2022; 17:e0273409. [PMID: 36084050 PMCID: PMC9462728 DOI: 10.1371/journal.pone.0273409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Accepted: 07/26/2022] [Indexed: 11/18/2022] Open
Abstract
In 2017, Kenya became one of the first African countries to provide pre-exposure prophylaxis (PrEP) in its national HIV prevention plan. We sought to characterize factors associated with PrEP uptake and persistence among a cohort of women at risk of HIV infection during the early stages of PrEP scale-up in Kenya. HIV-negative women ≥18 years with ≥2 sexual partners in the past 4 weeks were recruited as part of an ongoing cluster randomized trial of an HIV self-testing intervention. PrEP use was assessed at baseline and at 6- and 12-month follow-up visits. Between June 2017 and August 2018, 2,086 were enrolled and had complete baseline data. 138 (6.6%) reported PrEP use during the first year of the study. Although PrEP use increased, persistence on PrEP was low, and less than half of individuals reported continuing PrEP at follow-up visits. In multivariate analyses, PrEP use was associated with recent STIs, having an HIV-positive primary partner, having regular transactional sex in the past 12 months, and being a female sex worker. In the early stages of PrEP scale-up in Kenya, uptake increased modestly among women with risk factors for HIV infection, but overall uptake and persistence was low.
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Affiliation(s)
- Cedric H. Bien-Gund
- Division of Infectious Diseases, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States of America
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, PA, United States of America
- * E-mail:
| | - Perez Ochwal
- Impact Research and Development Organisation, Kisumu, Kenya
| | - Noora Marcus
- Division of Health Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States of America
| | - Elizabeth F. Bair
- Division of Health Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States of America
| | - Sue Napierala
- Women’s Global Health Imperative, RTI International, Berkeley, CA, United States of America
| | - Suzanne Maman
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Kawango Agot
- Impact Research and Development Organisation, Kisumu, Kenya
| | - Harsha Thirumurthy
- Division of Health Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States of America
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10
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Richterman A, Bosire R, Marcus N, Bair EF, Agot K, Thirumurthy H. Trends in Transactional Sex Among Women at Risk for HIV in Rural Kenya During the First Year of the COVID-19 Pandemic. JAMA Netw Open 2022; 5:e2220981. [PMID: 35788674 PMCID: PMC9257559 DOI: 10.1001/jamanetworkopen.2022.20981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
This cohort study examines trends in economic outcomes and behaviors associated with HIV transmission among women at risk in rural Kenya during the COVID-19 pandemic.
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Affiliation(s)
- Aaron Richterman
- Division of Infectious Diseases, Hospital of the University of Pennsylvania, Philadelphia
| | - Risper Bosire
- Impact Research and Development Organization, Kisumu, Kenya
| | - Noora Marcus
- Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia
| | - Elizabeth F. Bair
- Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia
| | - Kawango Agot
- Impact Research and Development Organization, Kisumu, Kenya
| | - Harsha Thirumurthy
- Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia
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Abstract
The decline of manufacturing employment is frequently invoked as a key cause of worsening U.S. population health trends, including rising mortality due to "deaths of despair." Increasing automation-the use of industrial robots to perform tasks previously done by human workers-is one structural force driving the decline of manufacturing jobs and wages. In this study, we examine the impact of automation on age- and sex-specific mortality. Using exogenous variation in automation to support causal inference, we find that increases in automation over the period 1993-2007 led to substantive increases in all-cause mortality for both men and women aged 45-54. Disaggregating by cause, we find evidence that automation is associated with increases in drug overdose deaths, suicide, homicide, and cardiovascular mortality, although patterns differ by age and sex. We further examine heterogeneity in effects by safety net program generosity, labor market policies, and the supply of prescription opioids.
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Affiliation(s)
- Rourke O'Brien
- Department of Sociology and Institution for Social and Policy Studies, Yale University, New Haven, CT, USA
| | - Elizabeth F Bair
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Sharif MA, Dixon E, Bair EF, Garzon C, Gibson L, Linn K, Volpp K. Effect of Nudges on Downloads of COVID-19 Exposure Notification Apps: A Randomized Clinical Trial. JAMA Netw Open 2021; 4:e2140839. [PMID: 34940870 PMCID: PMC8703239 DOI: 10.1001/jamanetworkopen.2021.40839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
This randomized clinical trial examines the effect of digital contact tracing using smartphone app nudges to increase downloads of Pennsylvania’s COVID Alert PA app.
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Affiliation(s)
- Marissa A. Sharif
- Marketing Department, Wharton School of the University of Pennsylvania, Philadelphia
| | - Erica Dixon
- Center for Health Incentives and Behavioral Economics (CHIBE) at the University of Pennsylvania School of Medicine, Philadelphia
| | - Elizabeth F. Bair
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Carolina Garzon
- Center for Health Care Innovation, Penn Medicine, Philadelphia, Pennsylvania
| | - Laura Gibson
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Kristin Linn
- Center for Health Incentives and Behavioral Economics (CHIBE) at the University of Pennsylvania School of Medicine, Philadelphia
- Department of Biostatistics, Epidemiology, and Informatics at the University of Pennsylvania School of Medicine, Philadelphia
| | - Kevin Volpp
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia
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Thirumurthy H, Bair EF, Ochwal P, Marcus N, Putt M, Maman S, Napierala S, Agot K. The effect of providing women sustained access to HIV self-tests on male partner testing, couples testing, and HIV incidence in Kenya: a cluster-randomised trial. Lancet HIV 2021; 8:e736-e746. [PMID: 34856179 PMCID: PMC8761502 DOI: 10.1016/s2352-3018(21)00248-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 08/27/2021] [Accepted: 09/02/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND HIV self-testing can overcome barriers to HIV testing, but its potential as an HIV prevention strategy for women in sub-Saharan Africa has not been assessed. We examined whether sustained provision of self-tests to women promotes testing among sexual partners and reduces HIV incidence. METHODS We conducted a pair-matched cluster-randomised trial in 66 community clusters in Siaya County, Kenya. Clusters were communities with a high prevalence of transactional sex, including beach communities along Lake Victoria and inland communities with hotspots for transactional sex such as bars and hotels. Within clusters, we recruited HIV-negative women aged 18 years or older with two or more sexual partners within the past 4 weeks. In each of the 33 cluster pairs, we randomly assigned clusters to an intervention and comparison group. In intervention clusters, we provided participants with multiple self-tests at regular intervals and encouraged secondary distribution of self-tests to sexual partners. In comparison clusters, we provided participants referral cards for facility-based testing. Follow-up visits and HIV testing occurred at 6-month intervals for up to 24 months. The primary outcome of HIV incidence among all participants who contributed at least one HIV test was analysed using discrete-time mixed effects models. This study is registered with ClinicalTrials.gov, NCT03135067. FINDINGS Between June 4, 2017, and Aug 31, 2018, we enrolled 2090 participants (1033 in the 33 intervention clusters and 1057 in the 33 comparison clusters). Participants' median age was 25 years (IQR 22-31) and 1390 (66·6%) of 2086 participants reported sex work as an income source. 1840 participants completed the 18-month follow-up and 570 participants completed the 24-month follow up, which ended on March 25, 2020, with a median follow-up duration of 17·6 months. HIV incidence was not significantly different between the intervention and comparison groups (1·2 vs 1·0 per 100 person-years; hazard ratio 1·2, 95% CI 0·6-2·3, p=0·64). Social harms related to study participation occurred in three participants (two in the intervention group and one in the comparison group). INTERPRETATION Sustained provision of multiple self-tests to women at high risk of HIV infection in Kenya enabled secondary distribution of self-tests to sexual partners but did not affect HIV incidence. FUNDING National Institute of Mental Health; Center for Health Incentives and Behavioral Economics; National Institute of Allergies and Infectious Diseases; University of Pennsylvania Center for AIDS Research.
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Affiliation(s)
- Harsha Thirumurthy
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
| | - Elizabeth F Bair
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Perez Ochwal
- Impact Research and Development Organization, Kisumu, Kenya
| | - Noora Marcus
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Mary Putt
- Department of Biostatistics and Epidemiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Suzanne Maman
- Department of Health Behavior, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Sue Napierala
- RTI International, Women's Global Health Imperative, Berkeley, CA, USA
| | - Kawango Agot
- Impact Research and Development Organization, Kisumu, Kenya
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Wang TT, Dixon EL, Bair EF, Ferrell W, Linn KA, Volpp KG, Underhill K, Venkataramani AS. Oral health and oral health care use among able-bodied adults enrolled in Medicaid in Kentucky after Medicaid expansion: A mixed methods study. J Am Dent Assoc 2021; 152:747-755. [PMID: 34454649 DOI: 10.1016/j.adaj.2021.04.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Revised: 04/20/2021] [Accepted: 04/23/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND Oral health care use remains low among adult Medicaid recipients, despite the Patient Protection and Affordable Care Act's expansion increasing access to care in many states. It remains unclear the extent to which low use reflects either low demand for care or barriers to accessing care. The authors aimed to examine factors associated with low oral health care use among adults enrolled in Medicaid. METHODS The authors conducted a survey from May through September 2018 among able-bodied (n = 9,363) Medicaid recipients who were aged 19 through 65 years and nondisabled childless adults in Kentucky. The survey included questions on perceived oral health care use. Semistructured interviews were also conducted from May through November 2018 among a subset of participants (n = 127). RESULTS More than one-third (37.8%) of respondents reported fair or poor oral health, compared with 26.2% who reported fair or poor physical health. Although 47.6% of respondents indicated needing oral health care in the past 6 months, only one-half of this group reported receiving all of the care they needed. Self-reported barriers included lack of coverage for needed services and lack of access to care (for example, low provider availability and transportation difficulties). CONCLUSIONS Low rates of oral health care use can be attributed to a subset of the study population having low demand and another subset facing barriers to accessing care. Although Medicaid-covered services might be adequate for beneficiaries with good oral health, those with advanced dental diseases and a history of irregular care might benefit from coverage for more extensive restorative services. PRACTICAL IMPLICATIONS These results can inform dentists and policy makers about how to design effective interventions and policies to improve oral health care use and oral health outcomes.
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15
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Hicks-Courant K, Shen J, Stroupe A, Cronin A, Bair EF, Wing SE, Sosa E, Nagler RH, Gray SW. Personalized Cancer Medicine in the Media: Sensationalism or Realistic Reporting? J Pers Med 2021; 11:741. [PMID: 34442385 PMCID: PMC8399271 DOI: 10.3390/jpm11080741] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 07/21/2021] [Accepted: 07/21/2021] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND Given that media coverage can shape healthcare expectations, it is essential that we understand how the media frames "personalized medicine" (PM) in oncology, and whether information about unproven technologies is widely disseminated. METHODS We conducted a content analysis of 396 news reports related to cancer and PM published between 1 January 1998 and 31 December 2011. Two coders independently coded all the reports using a pre-defined framework. Determination of coverage of "standard" and "non-standard" therapies and tests was made by comparing the media print/broadcast date to the date of Federal Drug Administration approval or incorporation into clinical guidelines. RESULTS Although the term "personalized medicine" appeared in all reports, it was clearly defined only 27% of the time. Stories more frequently reported PM benefits than challenges (96% vs. 48%, p < 0.001). Commonly reported benefits included improved treatment (89%), prediction of side effects (30%), disease risk prediction (33%), and lower cost (19%). Commonly reported challenges included high cost (28%), potential for discrimination (29%), and concerns over privacy and regulation (21%). Coverage of inherited DNA testing was more common than coverage of tumor testing (79% vs. 25%, p < 0.001). Media reports of standard tests and treatments were common; however, 8% included information about non-standard technologies, such as experimental medications and gene therapy. CONCLUSION Confusion about personalized cancer medicine may be exacerbated by media reports that fail to clearly define the term. While most media stories reported on standard tests and treatments, an emphasis on the benefits of PM may lead to unrealistic expectations for cancer genomic care.
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Affiliation(s)
| | - Jenny Shen
- Department of Psychology, The State University of New York at Stony Brook, Stony Brook, NY 11794, USA;
| | - Angela Stroupe
- Patient Reported Outcomes, Pharmerit International, Cambridge, MA 02142, USA;
| | | | - Elizabeth F. Bair
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA;
| | - Sam E. Wing
- Department of Population Sciences, City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA; (S.E.W.); (E.S.)
| | - Ernesto Sosa
- Department of Population Sciences, City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA; (S.E.W.); (E.S.)
| | - Rebekah H. Nagler
- Hubbard School of Journalism & Mass Communication, University of Minnesota, Minneapolis, MN 55455, USA;
| | - Stacy W. Gray
- Department of Population Sciences, City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA; (S.E.W.); (E.S.)
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16
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Kavanagh NM, Marcus N, Bosire R, Otieno B, Bair EF, Agot K, Thirumurthy H. Health and Economic Outcomes Associated With COVID-19 in Women at High Risk of HIV Infection in Rural Kenya. JAMA Netw Open 2021; 4:e2113787. [PMID: 34137826 DOI: 10.1001/jamanetworkopen.2021.13787] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
IMPORTANCE COVID-19 lockdowns may affect economic and health outcomes, but evidence from low- and middle-income countries remains limited. OBJECTIVE To assess the economic security, food security, health, and sexual behavior of women at high risk of HIV infection in rural Kenya during the COVID-19 pandemic. DESIGN, SETTING, AND PARTICIPANTS This survey study of women enrolled in a randomized trial in a rural county in Kenya combined results from phone interviews, conducted while social distancing measures were in effect between May 13 and June 29, 2020, with longitudinal, in-person surveys administered between September 1, 2019, and March 25, 2020. Enrolled participants were HIV-negative and had 2 or more sexual partners within the past month. Surveys collected information on economic conditions, food security, health status, and sexual behavior. Subgroup analyses compared outcomes by reliance on transactional sex for income and by educational attainment. Data were analyzed between May 2020 and April 2021. MAIN OUTCOMES AND MEASURES Self-reported income, employment hours, numbers of sexual partners and transactional sex partners, food security, and COVID-19 prevention behaviors. RESULTS A total of 1725 women participated, with a mean (SD) age of 29.3 (6.8) years and 1170 (68.0%) reporting sex work as an income source before the COVID-19 pandemic. During the pandemic, participants reported experiencing a 52% decline in mean (SD) weekly income, from $11.25 (13.46) to $5.38 (12.51) (difference, -$5.86; 95% CI, -$6.91 to -$4.82; P < .001). In all, 1385 participants (80.3%) reported difficulty obtaining food in the past month, and 1500 (87.0%) worried about having enough to eat at least once. Reported numbers of sexual partners declined from a mean (SD) total of 1.8 (1.2) partners before COVID-19 to 1.1 (1.0) during (difference, -0.75 partners; 95% CI, -0.84 to -0.67 partners; P < .001), and transactional sex partners declined from 1.0 (1.1) to 0.5 (0.8) (difference, -0.57 partners; 95% CI, -0.64 to -0.50 partners; P < .001). In subgroup analyses, women reliant on transactional sex for income were 18.3% (95% CI, 11.4% to 25.2%) more likely to report being sometimes or often worried that their household would have enough food than women not reliant on transactional sex (P < .001), and their reported decline in employment was 4.6 hours (95% CI, -7.9 to -1.2 hours) greater than women not reliant on transactional sex (P = .008). CONCLUSIONS AND RELEVANCE In this survey study, COVID-19 was associated with large reductions in economic security among women at high risk of HIV infection in Kenya. However, shifts in sexual behavior may have temporarily decreased their risk of HIV infection.
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Affiliation(s)
- Nolan M Kavanagh
- Perelman School of Medicine, Department of Medical Ethics and Policy, University of Pennsylvania, Philadelphia
| | - Noora Marcus
- Perelman School of Medicine, Department of Medical Ethics and Policy, University of Pennsylvania, Philadelphia
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
| | - Risper Bosire
- Impact Research and Development Organization, Kisumu, Kenya
| | - Brian Otieno
- Impact Research and Development Organization, Kisumu, Kenya
| | - Elizabeth F Bair
- Perelman School of Medicine, Department of Medical Ethics and Policy, University of Pennsylvania, Philadelphia
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
| | - Kawango Agot
- Impact Research and Development Organization, Kisumu, Kenya
| | - Harsha Thirumurthy
- Perelman School of Medicine, Department of Medical Ethics and Policy, University of Pennsylvania, Philadelphia
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
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Bien-Gund CH, Ho JI, Bair EF, Marcus N, Choi RJ, Szep Z, Althoff A, Momplaisir FM, Thirumurthy H. Brief Report: Financial Incentives and Real-Time Adherence Monitoring to Promote Daily Adherence to HIV Treatment and Viral Suppression Among People Living With HIV: A Pilot Study. J Acquir Immune Defic Syndr 2021; 87:688-692. [PMID: 33470727 PMCID: PMC8026510 DOI: 10.1097/qai.0000000000002628] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 01/11/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND Interventions to promote medication adherence and viral suppression are needed among HIV-positive individuals. We aimed to determine the feasibility, acceptability, and preliminary impact of daily financial incentives linked to real-time adherence monitoring among treatment-experienced individuals. METHODS At an HIV clinic in Philadelphia, we conducted a pilot randomized trial among treatment-experienced HIV-positive adults with unsuppressed viral loads (>400 copies/mL). Participants randomized to the intervention group were eligible for daily lottery-based financial rewards dependent on antiretroviral therapy (ART) adherence, measured by a wireless-enabled electronic pill bottle. Participants also received a financial incentive for achieving viral suppression at 3 months. The control group received the standard of care. We measured acceptance and feasibility through follow-up survey at 3 months, viral suppression at 3 months, and adherence. RESULTS Among 29 participants, 28 (93%) completed 3-month follow-up, and 24 (83%) completed a 3-month laboratory visit. Electronic pill bottles were highly acceptable to participants, with most strongly agreeing that they worked well, were reliable, and easy to use. Among those who received the intervention, 77% were very satisfied with their experience. Among those who completed the 3-month laboratory visit, viral suppression was achieved by 40% in the intervention group and 29% in the control group. ART adherence ≥80% was achieved by 36% and 25% in the intervention and control groups, respectively. CONCLUSIONS Daily financial incentives coupled with real-time adherence monitoring are a promising strategy to support ART adherence among HIV-positive individuals who are not virally suppressed. This novel approach warrants testing in a larger trial.
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Affiliation(s)
- Cedric H Bien-Gund
- Division of Infectious Diseases, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Joshua I Ho
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Elizabeth F Bair
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; and
| | - Noora Marcus
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; and
| | - Rebekah Ji Choi
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; and
| | - Zsofia Szep
- Partnership Comprehensive Care Practice, Drexel University College of Medicine, Philadelphia, PA
| | - Amy Althoff
- Partnership Comprehensive Care Practice, Drexel University College of Medicine, Philadelphia, PA
| | - Florence M Momplaisir
- Division of Infectious Diseases, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Harsha Thirumurthy
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; and
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18
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Napierala S, Bair EF, Marcus N, Ochwal P, Maman S, Agot K, Thirumurthy H. Male partner testing and sexual behaviour following provision of multiple HIV self-tests to Kenyan women at higher risk of HIV infection in a cluster randomized trial. J Int AIDS Soc 2021; 23 Suppl 2:e25515. [PMID: 32589354 PMCID: PMC7319153 DOI: 10.1002/jia2.25515] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 04/04/2020] [Accepted: 04/22/2020] [Indexed: 11/08/2022] Open
Abstract
Introduction Without significant increases in uptake of HIV testing among men, it will be difficult to reduce HIV incidence to disease elimination levels. Secondary distribution of HIV self‐tests by women to their male partners is a promising approach for increasing male testing that is being implemented in several countries. Here, we examine male partner and couples testing outcomes and sexual decision making associated with this approach in a cluster randomized trial. Methods We examined data from women at higher risk of HIV participating in the intervention arm of an ongoing pair‐matched cluster randomized trial in Kenya. HIV‐negative women ≥18 years who self‐reported ≥2 partners in the past month were eligible. Participants received self‐tests at enrolment and three‐monthly intervals. They were encouraged to offer tests to sexual partners with whom they anticipated condomless sex. At six months, we collected data on self‐test distribution, male partner and couples testing, and testing and sexual behaviour in the three most recent transactional sex encounters. We used descriptive analyses and generalized estimating equation models to understand how sexual behaviour was influenced by self‐test distribution. Results From January 2018 to April 2019, 921/1057 (87%) participants completed six‐month follow‐up. Average age was 28 years, 65% were married, and 72% reported income through sex work. Participants received 7283 self‐tests over six months, a median of eight per participant. Participants offered a median three self‐tests to sexual partners. Of participants with a primary partner, 94% offered them a self‐test. Of these, 97% accepted the test. When accepted, couples testing was reported among 91% of participants. Among 1954 transactional sex encounters, 64% included an offer to self‐test. When offered self‐tests were accepted by 93% of partners, and 84% who accepted conducted couples testing. Compared to partners with an HIV‐negative result, condom use was higher when men had a reactive result (56.3% vs. 89.7%, p < 0.01), were not offered a self‐test (56.3% vs. 62.0%, p = 0.02), or refused to self‐test (56.3% vs. 78.3, p < 0.01). Conclusions Providing women with multiple self‐tests facilitated male partner and couples testing, and led to safer sexual behaviour. These findings suggest secondary distribution is a promising approach for reaching men and has HIV prevention potential. Clinical Trial Number: NCT03135067.
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Affiliation(s)
- Sue Napierala
- Women's Global Health Imperative, RTI International, San Francisco, CA, USA
| | - Elizabeth F Bair
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Noora Marcus
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Perez Ochwal
- Impact Research and Development Organization, Kisumu, Kenya
| | - Suzanne Maman
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kawango Agot
- Impact Research and Development Organization, Kisumu, Kenya
| | - Harsha Thirumurthy
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Linn KA, Underhill K, Dixon EL, Bair EF, Ferrell WJ, Montgomery ME, Volpp KG, Venkataramani AS. The design of a randomized controlled trial to evaluate multi-dimensional effects of a section 1115 Medicaid demonstration waiver with community engagement requirements. Contemp Clin Trials 2020; 98:106173. [PMID: 33038505 PMCID: PMC7538873 DOI: 10.1016/j.cct.2020.106173] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 09/13/2020] [Accepted: 09/17/2020] [Indexed: 10/26/2022]
Abstract
Section 1115 demonstration waivers provide a mechanism for states to implement changes to their Medicaid programs. While such waivers are mandated to include evaluations of their impact, randomization - the gold standard for assessing causality - has not typically been a consideration. In a critical departure, the Commonwealth of Kentucky opted to pursue a two-arm randomized controlled trial (RCT) for their controversial 2018 Medicaid Demonstration waiver, which included work requirements as a condition for the subset of beneficiaries deemed able-bodied to maintain eligibility for benefits. Beneficiaries were randomized 9:1 to the new waiver program or a control group who would retain their current benefits as part of the existing Medicaid expansion program. To address potential bias from differential attrition from the Medicaid program that would accrue from solely analyzing administrative data, our team designed a rich, prospective, longitudinal survey to collect primary and secondary outcomes from six categories of interest to policymakers: insurance coverage, health care utilization and quality, health behaviors, socioeconomic measures, personal finances, and health outcomes. At baseline, a subset of survey participants was invited to participate in the collection of biometric samples via in-person follow-up visits, and a cross-section were also invited to participate in qualitative interviews. While the demonstration waiver was terminated before the program began, our study design illustrates that it is possible for other researchers and state agencies seeking to evaluate Medicaid demonstration waivers and other demonstration policies to work together to implement high quality randomized trials - even for controversial policies.
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Affiliation(s)
- Kristin A Linn
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, 423 Guardian Dr, Philadelphia, PA 19104, USA; Center for Health Incentives and Behavioral Economics, University of Pennsylvania, 423 Guardian Dr, Philadelphia, PA 19104, USA
| | - Kristen Underhill
- Columbia Law School, New York, NY, USA; Department of Population and Family Health, Mailman School of Public Heath, Columbia University, New York, NY, USA
| | - Erica L Dixon
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, 423 Guardian Dr, Philadelphia, PA 19104, USA; Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, 423 Guardian Dr, Philadelphia, PA 19104, USA
| | - Elizabeth F Bair
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, 423 Guardian Dr, Philadelphia, PA 19104, USA; Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, 423 Guardian Dr, Philadelphia, PA 19104, USA
| | - William J Ferrell
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, 423 Guardian Dr, Philadelphia, PA 19104, USA; Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, 423 Guardian Dr, Philadelphia, PA 19104, USA
| | - Margrethe E Montgomery
- National Opinion Research Center at the University of Chicago, Bethesda MD and Chicago, IL, USA
| | - Kevin G Volpp
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, 423 Guardian Dr, Philadelphia, PA 19104, USA; Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, 423 Guardian Dr, Philadelphia, PA 19104, USA; Department of Medicine, Perelman School of Medicine, University of Pennsylvania, 423 Guardian Dr, Philadelphia, PA 19104, USA; Center for Health Equity Research and Promotion, Cresencz VA Medical Center, Philadelphia, USA
| | - Atheendar S Venkataramani
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, 423 Guardian Dr, Philadelphia, PA 19104, USA; Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, 423 Guardian Dr, Philadelphia, PA 19104, USA.
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Venkataramani AS, Bair EF, Dixon E, Linn KA, Ferrell WJ, Volpp KG, Underhill K. Association Between State Policies Using Medicaid Exclusions to Sanction Noncompliance With Welfare Work Requirements and Medicaid Participation Among Low-Income Adults. JAMA Netw Open 2020; 3:e204579. [PMID: 32391890 PMCID: PMC7215259 DOI: 10.1001/jamanetworkopen.2020.4579] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
This cohort study examines the association of implementation of Medicaid sanctions in the Temporary Assistance for Needy Families program with Medicaid coverage rates among low-income adults.
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Affiliation(s)
- Atheendar S. Venkataramani
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
| | - Elizabeth F. Bair
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
| | - Erica Dixon
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
| | - Kristin A. Linn
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - William J. Ferrell
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
| | - Kevin G. Volpp
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
| | - Kristen Underhill
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
- Columbia Law School, New York, New York
- Mailman School of Public Heath, Department of Population and Family Health, Columbia University, New York, New York
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Venkataramani AS, Bair EF, O'Brien RL, Tsai AC. Association Between Automotive Assembly Plant Closures and Opioid Overdose Mortality in the United States: A Difference-in-Differences Analysis. JAMA Intern Med 2020; 180:254-262. [PMID: 31886844 PMCID: PMC6990761 DOI: 10.1001/jamainternmed.2019.5686] [Citation(s) in RCA: 75] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
IMPORTANCE Fading economic opportunity has been hypothesized to be an important factor associated with the US opioid overdose crisis. Automotive assembly plant closures are culturally significant events that substantially erode local economic opportunities. OBJECTIVE To estimate the extent to which automotive assembly plant closures were associated with increasing opioid overdose mortality rates among working-age adults. DESIGN, SETTING, AND PARTICIPANTS A county-level difference-in-differences study was conducted among adults aged 18 to 65 years in 112 manufacturing counties located in 30 commuting zones (primarily in the US South and Midwest) with at least 1 operational automotive assembly plant as of 1999. The study analyzed county-level changes from January 1, 1999, to December 31, 2016, in age-adjusted, county-level opioid overdose mortality rates before vs after automotive assembly plant closures in manufacturing counties affected by plant closures compared with changes in manufacturing counties unaffected by plant closures. Data analyses were performed between April 1, 2018, and July 20, 2019. EXPOSURE Closure of automotive assembly plants in the commuting zone of residence. MAIN OUTCOMES AND MEASURES The primary outcome was the county-level age-adjusted opioid overdose mortality rate. Secondary outcomes included the overall drug overdose mortality rate and prescription vs illicit drug overdose mortality rates. RESULTS During the study period, 29 manufacturing counties in 10 commuting zones were exposed to an automotive assembly plant closure, while 83 manufacturing counties in 20 commuting zones remained unexposed. Mean (SD) baseline opioid overdose rates per 100 000 were similar in exposed (0.9 [1.4]) and unexposed (1.0 [2.1]) counties. Automotive assembly plant closures were associated with statistically significant increases in opioid overdose mortality. Five years after a plant closure, mortality rates had increased by 8.6 opioid overdose deaths per 100 000 individuals (95% CI, 2.6-14.6; P = .006) in exposed counties compared with unexposed counties, an 85% higher increase relative to the mortality rate that would have been expected had exposed counties followed the same outcome trends as unexposed counties. In analyses stratified by age, sex, and race/ethnicity, the largest increases in opioid overdose mortality were observed among non-Hispanic white men aged 18 to 34 years (20.1 deaths per 100 000; 95% CI, 8.8-31.3; P = .001) and aged 35 to 65 years (12.8 deaths per 100 000; 95% CI, 5.7-20.0; P = .001). We observed similar patterns of prescription vs illicit drug overdose mortality. Estimates for opioid overdose mortality in nonmanufacturing counties were not statistically significant. CONCLUSIONS AND RELEVANCE From 1999 to 2016, automotive assembly plant closures were associated with increases in opioid overdose mortality. These findings highlight the potential importance of eroding economic opportunity as a factor in the US opioid overdose crisis.
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Affiliation(s)
- Atheendar S Venkataramani
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia.,Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
| | - Elizabeth F Bair
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Rourke L O'Brien
- Department of Sociology, Yale University, New Haven, Connecticut
| | - Alexander C Tsai
- Center for Global Health, Massachusetts General Hospital, Boston.,Harvard Medical School, Boston, Massachusetts
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Venkataramani AS, Bair EF, Dixon E, Linn KA, Ferrell W, Montgomery M, Strollo MK, Volpp KG, Underhill K. Assessment of Medicaid Beneficiaries Included in Community Engagement Requirements in Kentucky. JAMA Netw Open 2019; 2:e197209. [PMID: 31314117 PMCID: PMC6647552 DOI: 10.1001/jamanetworkopen.2019.7209] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Accepted: 05/27/2019] [Indexed: 11/14/2022] Open
Abstract
Importance States are pursuing Section 1115 Medicaid demonstration waiver authority to apply community engagement (CE) requirements (eg, participation in work, volunteer activities, or training) to beneficiaries deemed able-bodied as a condition of coverage. Understanding the size and characteristics of the populations included in these requirements can help inform policy initiatives and anticipate effects. Objective To estimate the number and characteristics of Kentucky Medicaid beneficiaries who would have to meet CE requirements. Design, Setting, and Participants Cross-sectional study in which administrative records for the entire population of Medicaid beneficiaries in Kentucky as of February 2018 and original survey data, based on responses from 9396 Medicaid beneficiaries included in the waiver program, were analyzed. Exposures Eligibility for Kentucky's Medicaid demonstration waiver as of the originally planned implementation date (July 2018). Main Outcomes and Measures Number of beneficiaries included in CE requirements, including those already meeting vs not meeting hour quotas and those who may qualify for medical frailty exemptions. Results Among the 9396 individuals included in the Section 1115 waiver program who participated in the survey, the mean weighted (SD) age was 36.1 (11.9) years; a weighted 47.2% of respondents were female, and most beneficiaries (weighted percentage, 78.2%) were non-Hispanic white participants. We estimated that 132 790 (95% CI, 129 132-136 449) beneficiaries would have been required to meet CE requirements in July 2018, amounting to 40.2% of Medicaid beneficiaries included in the demonstration waiver. Of this group, 25 422 (95% CI, 23 135-27 710) beneficiaries may have qualified for a medical frailty exemption either by self-attestation (after confirmation by their Medicaid insurer) or by being identified as eligible by physicians or their insurer. Another 58 943 (95% CI, 55 687-62 196) beneficiaries likely would have met CE hour requirements and been required to report compliance. Ultimately, 48 427 (95% CI, 45 281-51 574) individuals would have had to add new activities to meet CE requirements, amounting to 14.7% of those included in the demonstration waiver as a whole and 36.3% of those included in the CE component of the waiver. Beneficiaries in the potentially medically frail group reported worse socioeconomic status, poorer health outcomes, and higher rates of hospital admission and emergency department use than those meeting CE requirements. Similarly, the group currently not meeting and not exempt from CE hour requirements reported worse socioeconomic status than those meeting the CE requirements, although magnitudes of the differences were smaller. Conclusions and Relevance Findings suggest that most beneficiaries who would be included in CE programs either already meet activity requirements, which they will be required to proactively report, or may qualify for a medical frailty exemption. Consequently, the outcomes of CE programs will depend on states' processes for addressing health-related, socioeconomic, and administrative barriers to participating in and reporting CE activities and identifying medical frailty.
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Affiliation(s)
- Atheendar S. Venkataramani
- Center for Health Incentives and Behavioral Economics, Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Elizabeth F. Bair
- Center for Health Incentives and Behavioral Economics, Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Erica Dixon
- Center for Health Incentives and Behavioral Economics, Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Kristin A. Linn
- Center for Health Incentives and Behavioral Economics, Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Will Ferrell
- Center for Health Incentives and Behavioral Economics, Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Margrethe Montgomery
- National Opinion Research Center (NORC) at the University of Chicago, Chicago, Illinois
| | - Michelle K. Strollo
- National Opinion Research Center (NORC) at the University of Chicago, Bethesda, Maryland
| | - Kevin G. Volpp
- Center for Health Incentives and Behavioral Economics, Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Kristen Underhill
- Center for Health Incentives and Behavioral Economics, Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
- Columbia Law School, New York, New York
- Department of Population and Family Health, Mailman School of Public Heath, Columbia University, New York, New York
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Tardio JL, Bair EF. Comparative efficiency of two methods and two plating media for isolation of Staphylococcus aureus from foods. J Assoc Off Anal Chem 1971; 54:728-31. [PMID: 4950222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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