ABSTRACT
This paper outlines lessons learned from tailoring communication campaigns to increase demand for, and reduce stigma toward, evidence-based practices to reduce opioid overdose deaths in 66 communities participating in the HEALing (Helping to End Addiction Long-termSM) Communities Study (HCS). We present nine lessons gathered about how to engage local communities in both virtual and in-person opioid messaging and distribution between February 2019 and June 2022. The research team created four communication campaigns and did extensive, tailored marketing and promotion to assist communities in implementing evidence-based clinical activities to reduce opioid overdose mortality. Various strategies and venues were used to amplify HCS messages, using free and paid outlets for message distribution, focusing primarily on social media due to the COVID-19 pandemic. Increasing the availability of medications for opioid use disorder and naloxone, as HCS attempted, is not enough; getting people to accept and use them depends on communication efforts. This paper focuses on the process of preparing communities for communication campaign activities, which we hope can help guide other communities preparing for opioid or substance-related campaigns in the future.
Subject(s)
Communication , Health Promotion , Opiate Overdose , Humans , Analgesics, Opioid/adverse effects , COVID-19/epidemiology , Opiate Overdose/prevention & control , PandemicsABSTRACT
BACKGROUND: Medicaid community engagement requirements previously received federal approval in 12 states, despite limited data on their impact on enrollees' employment-related activities. Our objective was to assess longitudinal changes in enrollees' employment and student status after implementation of Michigan's Medicaid expansion. METHODS: Longitudinal telephone survey of Michigan Medicaid expansion enrollees in 2016 (response rate [RR] = 53.7%), 2017 (RR = 83.4%), and 2018 (N = 2,608, RR = 89.4%) serially assessing self-reported employment or student status. Survey responses were benchmarked against statewide changes in assessed similar low-income adults in the U.S. Census Bureau Current Population Survey. We used mixed models with individual random effects to assess changes in the proportion of enrollees who were employed or students by year. RESULTS: Most respondents had incomes < 100% FPL (61.7% with 0-35% of the federal poverty level [FPL], 22.9% with 36-99% FPL, and 15.4% with 100-133% FPL), 89.3% had at least a high school diploma/equivalent, and they ranged in age (39.6% age 19-34, 34.5% age 35-50, 25.9% age 51-64). Employment or student status increased significantly among Michigan Medicaid expansion respondents, from 54.5% in 2016 to 61.4% in 2018 (P < 0.001), including among those with a chronic condition (47.8% to 53.8%, P < 0.001) or mental health/substance use disorder (48.5% to 56.0%, P < 0.001). In contrast, the statewide proportion of low-income non-elderly adults who were employed or students did not change significantly (from 42.7% in 2016 to 46.0% in 2018, P = 0.57). CONCLUSIONS: Medicaid expansion, absent a community engagement requirement, was associated with increased employment and related activities. The role of Medicaid in providing safety-net coverage to individuals during times of economic stress is likely to grow.
Subject(s)
Employment , Medicaid , Adult , Health Services Accessibility , Humans , Insurance Coverage , Michigan/epidemiology , Middle Aged , Patient Protection and Affordable Care Act , Poverty , Students , United States/epidemiology , Young AdultABSTRACT
OBJECTIVES: We examined the association between multimorbidity and social participation and whether purpose in life and life satisfaction moderate this relationship. METHODS: Participants were 12,825 Health and Retirement Study adults. We used multiple linear regression to examine the association between a cumulative-updated multimorbidity-weighted index (MWI) and social participation. RESULTS: Among adults with average purpose in life or life satisfaction, MWI was associated with lower social participation. For those with above average purpose in life, each 1-point increase in MWI was associated with a 0.11-point (95% confidence interval [CI]: [0.07, 0.14]) better social participation score. Participants with above average life satisfaction experienced a 0.04-point (95% CI: [0.02, 0.07]) better social participation score with each 1-point increase in MWI. DISCUSSION: Multimorbidity was associated with worse social participation, but this was reversed by above average purpose in life and life satisfaction. Interventions that improve well-being should be assessed to enhance social participation among older adults with any degree of multimorbidity.
Subject(s)
Multimorbidity , Social Participation , Aged , Humans , Linear Models , Personal Satisfaction , Quality of LifeABSTRACT
BACKGROUND: Given increasing numbers of people experiencing transitions in health insurance due to declines in employer-sponsored insurance and changes in health policy, the understanding and application of health insurance terms and concepts (health insurance literacy) may be important for navigating use of health care. The study objective was to systematically review evidence on the relationship between health insurance literacy and health care utilization. METHODS: Medline, SCOPUS, Web of Science, CINAHL, PsychInfo, Cochrane Library, and reference lists of published literature were searched in August 2019. Quantitative, qualitative, and intervention studies that assessed the association of health insurance literacy as the exposure and health care utilization as the outcome were identified, without language or date restrictions. Outcomes were independently assessed by 2-3 reviewers. RESULTS: Twenty-one studies including a total of 62,416 subjects met inclusion criteria: three interventional trials, two mixed-methods studies, and sixteen cross-sectional studies. Ten of thirteen preventive care studies suggested that higher health insurance literacy was associated with greater utilization of primary care and other preventive services. Eight of nine studies of care avoidance demonstrated that individuals with lower health insurance literacy were more likely to delay or avoid care. A few studies had mixed results regarding the utilization of emergency department, inpatient, and surgical care. DISCUSSION: The emerging literature in this area suggests that health insurance literacy is an important factor that can enable effective utilization of health care, including primary care and preventive services. However, the literature is limited by a paucity of studies using validated tools that broadly measure health insurance literacy (rather than testing knowledge of specific covered services). Improving health insurance literacy of the general public and increasing plain language communication of health insurance plan features at the point of health care navigation may encourage more effective and cost-conscious utilization.
Subject(s)
Health Literacy , Insurance, Health , Cross-Sectional Studies , Health Literacy/methods , Humans , Patient Acceptance of Health Care , Preventive Health ServicesABSTRACT
OBJECTIVES: Whether the Affordable Care Act (ACA) insurance expansions improved access to care and health for adults aged 51-64 years has not been closely examined. This study examined longitudinal changes in access, utilization, and health for low-socioeconomic status adults aged 51-64 years before and after the ACA Medicaid expansion. METHODS: Longitudinal difference-in-differences (DID) study before (2010-2014) and after (2016) Medicaid expansion, including N = 2,088 noninstitutionalized low-education adults aged 51-64 years (n = 633 in Medicaid expansion states, n = 1,455 in nonexpansion states) from the nationally representative biennial Health and Retirement Study. Outcomes included coverage (any, Medicaid, and private), access (usual source of care, difficulty finding a physician, foregone care, cost-related medication nonadherence, and out-of-pocket costs), utilization (outpatient visit and hospitalization), and health status. RESULTS: Low-education adults aged 51-64 years had increased rates of Medicaid coverage (+10.6 percentage points [pp] in expansion states, +3.2 pp in nonexpansion states, DID +7.4 pp, p = .001) and increased likelihood of hospitalizations (+9.2 pp in expansion states, -1.1 pp in nonexpansion states, DID +10.4 pp, p = .003) in Medicaid expansion compared with nonexpansion states after 2014. Those in expansion states also had a smaller increase in limitations in paid work/housework over time, compared to those in nonexpansion states (+3.6 pp in expansion states, +11.0 pp in nonexpansion states, DID -7.5 pp, p = .006). There were no other significant differences in access, utilization, or health trends between expansion and nonexpansion states. DISCUSSION: After Medicaid expansion, low-education status adults aged 51-64 years were more likely to be hospitalized, suggesting poor baseline access to chronic disease management and pent-up demand for hospital services.
Subject(s)
Health Services Accessibility/trends , Hospitalization/trends , Medicaid/statistics & numerical data , Female , Health Status , Humans , Insurance Coverage/trends , Male , Middle Aged , Outcome Assessment, Health Care , Patient Protection and Affordable Care Act , United StatesABSTRACT
BACKGROUND: Quantifying the burden of multimorbidity for healthcare research using administrative data has been constrained. Existing measures incompletely capture chronic conditions of relevance and are narrowly focused on risk-adjustment for mortality, healthcare cost or utilization. Moreover, the measures have not undergone a rigorous review for how accurately the components, specifically the International Classification of Diseases, Ninth Revision (ICD-9) codes, represent the chronic conditions that comprise the measures. We performed a comprehensive, structured literature review of research studies on the accuracy of ICD-9 codes validated using external sources across an inventory of 81 chronic conditions. The conditions as a weighted measure set have previously been demonstrated to impact not only mortality but also physical and mental health-related quality of life. METHODS: For each of 81 conditions we performed a structured literature search with the goal to identify 1) studies that externally validate ICD-9 codes mapped to each chronic condition against an external source of data, and 2) the accuracy of ICD-9 codes reported in the identified validation studies. The primary measure of accuracy was the positive predictive value (PPV). We also reported negative predictive value (NPV), sensitivity, specificity, and kappa statistics when available. We searched PubMed and Google Scholar for studies published before June 2019. RESULTS: We identified studies with validation statistics of ICD-9 codes for 51 (64%) of 81 conditions. Most of the studies (47/51 or 92%) used medical chart review as the external reference standard. Of the validated using medical chart review, the median (range) of mean PPVs was 85% (39-100%) and NPVs was 91% (41-100%). Most conditions had at least one validation study reporting PPV ≥70%. CONCLUSIONS: To help facilitate the use of patient-centered measures of multimorbidity in administrative data, this review provides the accuracy of ICD-9 codes for chronic conditions that impact a universally valued patient-centered outcome: health-related quality of life. These findings will assist health services studies that measure chronic disease burden and risk-adjust for comorbidity and multimorbidity using patient-centered outcomes in administrative data.
Subject(s)
Health Facility Administration , International Classification of Diseases/standards , Multimorbidity , Data Collection , Databases, Factual , Humans , Quality of LifeABSTRACT
Importance: As US adults approach Medicare eligibility at age 65 years, they face important decisions about health care and employment. Recent legislative, regulatory, and legal challenges to the Affordable Care Act may add new uncertainties to this decision-making. Objective: To understand adults' perspectives on health insurance, health care, and employment near retirement. Design, Setting, and Participants: In October 2018, a cross-sectional online survey study of community-dwelling US adults aged 50 to 64 years was conducted with Ipsos KnowledgePanel, a nationally representative internet survey panel (completion rate, 62%). The initial data analysis was conducted from November 2018 to March 2019, and additional analyses were conducted in November 2019. Main Outcomes and Measures: Confidence in affording health insurance, keeping a job or delaying retirement to have employer-sponsored health insurance, concerns about potential changes to health insurance associated with changes in federal policies, and avoidance of medical care or medication because of cost. Results: Among 1028 respondents aged 50 to 64 years (mean [SD] age, 57.0 [4.2] years), 51.8% (95% CI, 48.6%-55.0%) were female, 40.4% (95% CI, 37.2%-43.7%) had a high school education or less, 65.2% (95% CI, 62.1%-68.3%) were employed, and 34.8% (95% CI, 31.7%-37.9%) were retired or not working. Approximately one-fourth of respondents (27.4%; 95% CI, 24.6%-30.4%) had little to no confidence in being able to afford health insurance over the next year, and nearly one-half (44.6%; 95% CI, 41.4%-47.8%) had little to no confidence in their ability to afford health insurance when they retire; 14.1% (95% CI, 12.0%-16.5%) reported keeping a job and 11.4% (95% CI, 9.6%-13.6%) reported delaying or considering delaying retirement to have employer-sponsored health insurance. Most respondents (67.7%; 95% CI, 64.6%-70.6%) were very or somewhat concerned about potential changes to their health insurance associated with changes in federal policies. In the past year, 13.2% (95% CI, 11.2%-15.5%) of respondents did not get medical care and 11.9% (95% CI, 9.9%-14.1%) avoided filling a prescription medication because of cost. After adjusting for demographic and health characteristics, individuals with low confidence in health insurance affordability during either the next year or retirement were significantly more likely than those with higher confidence to avoid medical care (adjusted odds ratio, 2.89; 95% CI, 1.86-4.49; P < .001) and to avoid filling a prescription medication (adjusted odds ratio, 2.87; 95% CI, 1.71-4.80; P < .001) because of cost concerns. Conclusions and Relevance: Many adults aged 50 to 64 years worry about their ability to afford health insurance during retirement and about potential future changes to their health insurance options associated with changes in federal policy. Policy solutions are needed to help patients better understand their coverage options and navigate health care in this critical transition period before Medicare eligibility.
Subject(s)
Insurance, Health/economics , Medicare/economics , Patient Acceptance of Health Care/psychology , Retirement/economics , Retirement/psychology , Avoidance Learning , Costs and Cost Analysis , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Patient Protection and Affordable Care Act/economics , United StatesABSTRACT
Importance: Medicaid community engagement requirements (work, school, job searching, or community service) are being implemented by several states for the first time, but the association of Medicaid coverage with enrollees' employment and school attendance is unclear. Objective: To assess longitudinal changes in enrollees' employment or student status after Michigan's Medicaid expansion. Design, Setting, and Participants: This survey study included 4090 nonelderly, adult Healthy Michigan Plan enrollees from March 1, 2017, to January 31, 2018. Main Outcomes and Measures: Self-reported employment or student status. Proportionate sampling was stratified by income and geographic region. Mixed-effects regression models with time indicators were used to assess longitudinal changes in the proportion of enrollees who were employed or students. Results: The response rate for the initial survey was 53.7% and for the follow-up survey was 83.4%. Of the 3104 respondents to the 2017 follow-up survey (mean [SD] age in 2017, 42.2 [13.0] years; 1867 [53.0%] female), 54.3% were employed or students in 2016, and this number increased to 60.0% in 2017 (percentage point change, 5.7; P < .001). Non-Hispanic black enrollees had significantly larger gains in employment or student status compared with non-Hispanic white enrollees (percentage point change, 10.7 vs 3.5; P = .02). Changes in employment or student status were not associated with improved health status. Conclusions and Relevance: Employment or student status increased from 2016 to 2017 among Michigan Medicaid expansion enrollees. These findings provide information about whether Medicaid coverage or community engagement requirements are best to promote the desired outcomes of employment and student status.
Subject(s)
Employment/statistics & numerical data , Health Services Accessibility/statistics & numerical data , Insurance Coverage/statistics & numerical data , Insurance, Health/statistics & numerical data , Medicaid/statistics & numerical data , Students/statistics & numerical data , Adult , Female , Humans , Male , Michigan , Middle Aged , Patient Protection and Affordable Care Act , Surveys and Questionnaires , United States , Young AdultABSTRACT
OBJECTIVES: The study objective was to assess the impact of Medicaid expansion on health and employment outcomes among enrollees with and without a behavioral health disorder (either a mental or substance use disorder). METHODS: Between January and October 2016, the authors conducted a telephone survey of 4,090 enrollees in the Michigan Medicaid expansion program and identified 2,040 respondents (48.3%) with potential behavioral health diagnoses using claims-based diagnoses. RESULTS: Enrollees with behavioral health diagnoses were less likely than enrollees without behavioral health diagnoses to be employed but significantly more likely to report improvements in health and ability to do a better job at work. In adjusted analyses, both enrollees with behavioral health diagnoses and those without behavioral health diagnoses who reported improved health were more likely than enrollees without improved health to report that Medicaid expansion coverage helped them do a better job at work and made them better able to look for a job. Among enrollees with improved health, those with a behavioral health diagnosis were as likely as those without a behavioral health diagnosis to report improved ability to work and improved job seeking after Medicaid expansion. CONCLUSIONS: Coverage interruptions for enrollees with behavioral health diagnoses should be minimized to maintain favorable health and employment outcomes.
Subject(s)
Employment/statistics & numerical data , Health Services Accessibility/statistics & numerical data , Insurance Coverage/statistics & numerical data , Mental Disorders/epidemiology , Workplace/psychology , Adult , Employment/economics , Female , Health Policy , Humans , Logistic Models , Male , Medicaid/economics , Mental Disorders/therapy , Michigan/epidemiology , Middle Aged , Multivariate Analysis , Patient Protection and Affordable Care Act , Risk Assessment , United States , Workplace/statistics & numerical data , Young AdultABSTRACT
Recent findings have suggested an association between pubic hair grooming and self-reported history of sexually transmitted infection (STI), specifically gonococcal infection (GC), chlamydial infection (CT), or human immunodeficiency virus (HIV). We evaluated the association between self-reported extreme grooming and laboratory-confirmed prevalence of GC/CT. Between April 2017 and April 2018, we enrolled English-speaking, adult, female students at a large, Midwestern university who presented on-campus for STI testing. Participants completed a questionnaire on demographics and sexual and grooming behaviors, which was linked to their GC/CT test results based on nucleic acid amplification testing. We defined extreme grooming as removal of all pubic hair either at least weekly in the past 12 months or ≥6 times in the past 30 days. We used two separate logistic regression models to determine whether odds of GC/CT varied by extreme groomer status for either time interval. In the study sample of 214 women, prevalence of GC/CT was 9.8%. Nearly all participants (98.1%) reported ever grooming; 53.6% were extreme groomers in the past year and 18% in the past month. Extreme grooming was not associated with prevalent GC/CT in the past year (odds ratio [OR] = 0.8; 95% confidence interval [CI]: 0.3-1.9; adjusted OR = 0.7; 95% CI: 0.3-2.0) or in the past month (OR = 0.5; 95% CI: 0.1-2.0; aOR = 0.4; 95% CI: 0.1-1.9). Pubic hair grooming was common among female university students attending for STI testing. Findings do not support pubic hair grooming as an STI risk factor in this population.
Subject(s)
Hair Removal , Sexually Transmitted Diseases/diagnosis , Students/psychology , Adult , Chlamydiaceae Infections/diagnosis , Chlamydiaceae Infections/epidemiology , Female , Gonorrhea/diagnosis , Gonorrhea/epidemiology , Humans , Logistic Models , Prevalence , Self Report , Sexually Transmitted Diseases/epidemiology , Surveys and Questionnaires , Young AdultABSTRACT
OBJECTIVES: We aimed to describe contraceptive methods used by women in Malawi and determine whether contraceptive use differed by self-reported HIV status. Effective contraception is a primary method of preventing mother-to-child transmission of HIV. STUDY DESIGN: Analysis is based on 12,658 nonpregnant, sexually debuted women ages 15-49 years in the 2010 Malawi Demographic and Health Survey. Analysis was restricted to respondents with contraceptive need (i.e., fecund and did not want a child in the next 12 months) who reported their last HIV test result. We accounted for the two-stage cluster sampling design by applying cluster, stratum and sample weights. We assessed differences in contraceptive method use by HIV status with χ2 tests and multivariable logistic regression. RESULTS: A total of 893 (7.0%) of respondents reported being HIV positive. Use of long-acting reversible contraception (LARC) was low and did not differ between HIV-positive (1.4%) and HIV-negative (1.9%) women [adjusted odds ratio (aOR)=0.7, 95% confidence interval (CI), 0.4-1.4]. HIV-positive women (15.6%) were less likely than HIV-negative women (30.4%) to use progestin-only injectable contraception (aOR, 0.7; 95% CI, 0.5-0.8). Prevalence of female sterilization was higher among HIV-positive women (17.9%) compared to HIV-negative women (9.2%; aOR=1.7; 95% CI, 1.2-2.3). CONCLUSIONS: LARC use was low among adult women with contraceptive need in Malawi. HIV-positive women were less likely to report progestin-only injectable use but more likely to report having undergone female sterilization compared to their HIV-negative counterparts. Noncoercive interventions that provide highly effective methods of contraception to HIV-positive women with contraceptive need are valuable methods of vertical transmission prevention in Malawi. IMPLICATIONS: Contraceptive use differed by self-reported HIV status among adult women with contraceptive need in Malawi. Female sterilization was significantly higher, and use of progestin-only injectables was significantly lower, among HIV-positive women compared to their HIV-negative counterparts. Use of long-acting reversible contraception was low among both HIV-positive and HIV-negative women.