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1.
Am J Public Health ; 110(4): 537-539, 2020 04.
Article in English | MEDLINE | ID: mdl-32078351

ABSTRACT

Objectives. To estimate the effects of same-sex marriage recognition on health insurance coverage.Methods. We used 2008-2017 data from the American Community Survey that represent 18 416 674 adult respondents in the United States. We estimated changes to health insurance outcomes using state-year variation in marriage equality recognition in a difference-in-differences framework.Results. Marriage equality led to a 0.61 percentage point (P = .03) increase in employer-sponsored health insurance coverage, with similar results for men and women.Conclusions. US adults gained employer-sponsored coverage as a result of marriage equality recognition over the study period, likely because of an increase in dependent coverage for newly recognized same-sex married partners.


Subject(s)
Health Benefit Plans, Employee/statistics & numerical data , Insurance Coverage/statistics & numerical data , Insurance, Health/statistics & numerical data , Marriage/legislation & jurisprudence , Adult , Female , Humans , Male , United States
2.
Med Care ; 57(2): 138-144, 2019 02.
Article in English | MEDLINE | ID: mdl-30461583

ABSTRACT

BACKGROUND: The majority of adults in the United States fail to meet the Centers for Disease Control and Prevention (CDC) physical activity (PA) guideline recommendations for health promotion. Despite evidence of disparities by sexual orientation in adverse health outcomes related to PA, little is known about whether PA patterns and the likelihood of meeting these guidelines differ between heterosexual and sexual minority (SM) men and women. METHODS: In 2018, we pooled unweighted respondent data from Kaiser Permanente Northern California Member Health Surveys conducted in 2008, 2011, and 2014/15 (N=42,534) to compare PA patterns among heterosexual and SM men and women. RESULTS: In total, 38.8% of heterosexual men, 43.4% of SM men, 32.9% of heterosexual women, and 40.0% of SM women meet the CDC PA guidelines, yet there was no statistically significant difference in the adjusted odds of meeting these guidelines. Compared with heterosexual women, SM women engage in PA more frequently [odds ratio=0.81; 95% confidence interval (CI), 0.74-0.89], for more minutes per week on average (12.71; 95% CI, 4.85-20.57), and at higher levels of intensity (relative risk ratio=1.26; 95% CI, 1.02-1.56). Compared with heterosexual men, SM men engage in PA more frequently (OR=0.85; 95% CI, 0.74-0.98), for fewer minutes per week on average (-12.89; 95% CI, -25.84 to 0.06), and at lower levels of intensity (relative risk ratio=0.83; 95% CI, 0.67-0.99). CONCLUSIONS: We find that SMs get more frequent PA than their heterosexual peers, which suggests that the higher prevalence of obesity and other PA-related adverse health outcomes among SMs may be due to factors other than PA patterns.


Subject(s)
Exercise/physiology , Health Status Disparities , Sexual Behavior , Sexual and Gender Minorities/statistics & numerical data , Adult , Aged , California , Female , Health Surveys , Heterosexuality/statistics & numerical data , Humans , Insurance, Health , Male , Middle Aged , Self Report
3.
Am J Epidemiol ; 185(6): 429-435, 2017 03 15.
Article in English | MEDLINE | ID: mdl-28184432

ABSTRACT

The housing foreclosure crisis was harmful to the financial well-being of many households. In the present study, we investigated the health effects of the housing foreclosure crisis on glycemic control within a population of patients with diabetes. We hypothesized that an increase in the neighborhood foreclosure rate could worsen glycemic control by activating stressors such as higher neighborhood crime, lower housing prices, and erosion of neighborhood social cohesion. To test this, we linked public foreclosure records at the census-block level with clinical records from 2006 to 2009 of patients with diabetes. We specified individual fixed-effects models and controlled for individual time-invariant confounders and area-level time-varying confounders, including housing prices and unemployment rate, to estimate the effect of the foreclosure rate per census-block group on glycated hemoglobin. We found no statistically significant relationship between changes in the neighborhood foreclosure rate per block group in the prior year and changes in glycated hemoglobin. There is no evidence that increased foreclosure rates worsened glycemic control in this continuously insured population with diabetes. More research is needed to inform our knowledge of the role of insurance and health-care delivery systems in protecting the health of diabetic patients during times of economic stress.


Subject(s)
Diabetes Mellitus/economics , Economic Recession , Glycated Hemoglobin/analysis , Health Status , Housing/economics , Aged , Diabetes Mellitus/blood , Female , Humans , Insurance, Health , Male , Medicaid , Medically Uninsured , Middle Aged , Models, Statistical , Socioeconomic Factors , United States
4.
Am J Epidemiol ; 185(12): 1297-1303, 2017 06 15.
Article in English | MEDLINE | ID: mdl-28510620

ABSTRACT

We estimated associations between neighborhood supermarket gain or loss and glycemic control (assessed by glycated hemoglobin (HbA1c) values) in patients from the Kaiser Permanente Northern California Diabetes Registry (n = 434,806 person-years; 2007-2010). Annual clinical measures were linked to metrics from a geographic information system for each patient's address of longest residence. We estimated the association between change in supermarket presence (gain, loss, or no change) and change in HbA1c value, adjusting for individual- and area-level attributes and according to baseline glycemic control (near normal, <6.5%; good, 6.5%-7.9%; moderate, 8.0%-8.9%; and poor, ≥9.0%). Supermarket loss was associated with worse HbA1c trajectories for those with good, moderate, and poor glycemic control at baseline, while supermarket gain was associated with marginally better HbA1c outcomes only among patients with near normal HbA1c values at baseline. Patients with the poorest baseline HbA1c values (≥9.0%) had the worst associated changes in glycemic control following either supermarket loss or gain. Differences were not clinically meaningful relative to no change in supermarket presence. For patients with type 2 diabetes mellitus, gaining neighborhood supermarket presence did not benefit glycemic control in a substantive way. The significance of supermarket changes on health depends on a complex interaction of resident, neighborhood, and store characteristics.


Subject(s)
Commerce/statistics & numerical data , Diabetes Mellitus, Type 2/blood , Food Supply/statistics & numerical data , Glycated Hemoglobin/analysis , Residence Characteristics , Adult , Aged , Blood Glucose/analysis , California , Cohort Studies , Female , Humans , Male , Middle Aged , Registries
5.
Am J Epidemiol ; 185(9): 743-750, 2017 05 01.
Article in English | MEDLINE | ID: mdl-28387785

ABSTRACT

Associations between neighborhood food environment and adult body mass index (BMI; weight (kg)/height (m)2) derived using cross-sectional or longitudinal random-effects models may be biased due to unmeasured confounding and measurement and methodological limitations. In this study, we assessed the within-individual association between change in food environment from 2006 to 2011 and change in BMI among adults with type 2 diabetes using clinical data from the Kaiser Permanente Diabetes Registry collected from 2007 to 2011. Healthy food environment was measured using the kernel density of healthful food venues. Fixed-effects models with a 1-year-lagged BMI were estimated. Separate models were fitted for persons who moved and those who did not. Sensitivity analysis using different lag times and kernel density bandwidths were tested to establish the consistency of findings. On average, patients lost 1 pound (0.45 kg) for each standard-deviation improvement in their food environment. This relationship held for persons who remained in the same location throughout the 5-year study period but not among persons who moved. Proximity to food venues that promote nutritious foods alone may not translate into clinically meaningful diet-related health changes. Community-level policies for improving the food environment need multifaceted strategies to invoke clinically meaningful change in BMI among adult patients with diabetes.


Subject(s)
Diabetes Mellitus, Type 2/epidemiology , Environment , Food Supply/statistics & numerical data , Obesity/epidemiology , Residence Characteristics/statistics & numerical data , Age Factors , Aged , Body Mass Index , California/epidemiology , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Population Dynamics/statistics & numerical data , Socioeconomic Factors
6.
J Med Internet Res ; 19(7): e234, 2017 07 11.
Article in English | MEDLINE | ID: mdl-28698167

ABSTRACT

BACKGROUND: The Livongo for Diabetes Program offers members (1) a cellular technology-enabled, two-way messaging device that measures blood glucose (BG), centrally stores the glucose data, and delivers messages back to the individual in real time; (2) unlimited BG test strips; and (3) access to a diabetes coaching team for questions, goal setting, and automated support for abnormal glucose excursions. The program is sponsored by at-risk self-insured employers, health plans and provider organizations where it is free to members with diabetes or it is available directly to the person with diabetes where they cover the cost. OBJECTIVE: The objective of our study was to evaluate BG data from 4544 individuals with diabetes who were enrolled in the Livongo program from October 2014 through December 2015. METHODS: Members used the Livongo glucose meter to measure their BG levels an average of 1.8 times per day. We estimated the probability of having a day with a BG reading outside of the normal range (70-180 mg/dL, or 3.9-10.0 mmol/L) in months 2 to 12 compared with month 1 of the program, using individual fixed effects to control for individual characteristics. RESULTS: Livongo members experienced an average 18.4% decrease in the likelihood of having a day with hypoglycemia (BG <70 mg/dL) and an average 16.4% decrease in hyperglycemia (BG >180 mg/dL) in months 2-12 compared with month 1 as the baseline. The biggest impact was seen on hyperglycemia for nonusers of insulin. We do not know all of the contributing factors such as medication or other treatment changes during the study period. CONCLUSIONS: These findings suggest that access to a connected glucose meter and certified diabetes educator coaching is associated with a decrease in the likelihood of abnormal glucose excursions, which can lead to diabetes-related health care savings.


Subject(s)
Blood Glucose Self-Monitoring/methods , Blood Glucose/metabolism , Diabetes Mellitus, Type 2/therapy , Insulin/therapeutic use , Self Care/methods , Adolescent , Adult , Aged , Diabetes Mellitus, Type 2/blood , Female , Humans , Male , Middle Aged , Young Adult
7.
BMC Health Serv Res ; 15: 37, 2015 Jan 28.
Article in English | MEDLINE | ID: mdl-25627322

ABSTRACT

BACKGROUND: Obstetric hemorrhage is the leading cause of maternal mortality, particularly in low resource settings where delays in obtaining definitive care contribute to high rates of death. The non-pneumatic anti-shock garment (NASG) first-aid device has been demonstrated to be highly cost-effective when applied at the referral hospital (RH) level. In this analysis we evaluate the incremental cost-effectiveness of early NASG application at the Primary Health Center (PHC) compared to later application at the RH in Zambia and Zimbabwe. METHODS: We obtained data on health outcomes and costs from a cluster-randomized clinical trial (CRCT) and participating study hospitals. We translated health outcomes into disability-adjusted life years (DALYs) using standard methods. Econometric regressions estimated the contribution of earlier PHC NASG application to DALYs and costs, varying geographic covariates (country, referral hospital) to yield regression models best fit to the data. We calculated cost-effectiveness as the ratio of added costs to averted DALYs for earlier PHC NASG application compared to later RH NASG application. RESULTS: Overall, the cost-effectiveness of early application of the NASG at the primary health care level compared to waiting until arrival at the referral hospital was $21.78 per DALY averted ($15.51 in added costs divided by 0.712 DALYs averted per woman, both statistically significant). By country, the results were very similar in Zambia, though not statistically significant in Zimbabwe. Sensitivity analysis suggests that results are robust to a per-protocol outcome analysis and are sensitive to the cost of blood transfusions. CONCLUSIONS: Early NASG application at the PHC for women in hypovolemic shock has the potential to be cost-effective across many clinical settings. The NASG is designed to reverse shock and decrease further bleeding for women with obstetric hemorrhage; therefore, women who have received the NASG earlier may be better able to survive delays in reaching definitive care at the RH and recover more quickly from shock, all at a cost that is highly acceptable.


Subject(s)
Clothing/economics , Gravity Suits/economics , Postpartum Hemorrhage/therapy , Shock/therapy , Adult , Cost-Benefit Analysis , Female , Humans , Middle Aged , Pregnancy , Zambia , Zimbabwe
10.
Am J Prev Med ; 59(1): 118-122, 2020 07.
Article in English | MEDLINE | ID: mdl-32201187

ABSTRACT

INTRODUCTION: Inequities in social determinants of health are plausible contributors to worse health of sexual minorities relative to heterosexuals. Sexual minorities may have higher rates of housing, food, and financial insecurity as adults owing to adverse childhood experiences or policies that induce social disadvantage. This study compares the prevalence of 3 types of social determinants of health among sexual minority and heterosexual adults. METHODS: Data were from the Behavioral Risk Factor Surveillance System 2017 survey of U.S. states that administered the optional Social Determinants of Health module and Sexual Orientation and Gender Identity modules. In August 2019, authors estimated the odds of food, housing, and financial insecurity among sexual minority men and women, compared with heterosexuals. RESULTS: Sexual minority women and men had higher odds of housing insecurity, housing instability, and food insecurity, but no differences were observed for perceived neighborhood safety. Sexual minority women had higher odds of financial insecurity than their heterosexual peers. CONCLUSIONS: Sexual minorities have more housing and food insecurity than heterosexuals, which may contribute to their risk for poorer health. Future research should address the causes and consequences of these differences.


Subject(s)
Sexual and Gender Minorities , Social Determinants of Health , Adult , Female , Gender Identity , Heterosexuality , Humans , Male , Prevalence , Sexual Behavior
11.
RSF ; 5(2): 123-140, 2019 Mar.
Article in English | MEDLINE | ID: mdl-31168473

ABSTRACT

The subprime mortgage crisis was a devastating financial shock for many homeowners. This research uses a probabilistic matching strategy to link foreclosure records with birth certificate records from 2006 to 2010 in California to identify birth parents who experienced a foreclosure. Among mothers who did, those issued a loan during the peak of subprime lending from 2005 to 2007 were more Hispanic and socioeconomically disadvantaged than mothers with loans originating before 2005. We use a mother fixed-effects analyses of ever-foreclosed mothers issued a loan during 2006 and 2007 and find that infants in gestation during or after the foreclosure had a lower birth weight for gestational age than those born earlier, suggesting that the foreclosure crisis was a plausible contributor to disparities in initial health endowments.

12.
Am J Prev Med ; 55(3): 336-344, 2018 09.
Article in English | MEDLINE | ID: mdl-30031640

ABSTRACT

INTRODUCTION: Transgender people experience significant interpersonal and structural discrimination and stigma. However, little is known about the health of transgender people, and even less about the health of specific groups-including male-to-female, female-to-male, and gender-nonconforming transgender populations-despite the variation in social and biological characteristics across groups. METHODS: Data are from the 2014-2016 Behavioral Risk Factor Surveillance System, analyzed in 2017. The study population included 2,221 transgender and 523,080 cisgender respondents from 31 states and one territory. The authors estimated the prevalence and adjusted odds of chronic health conditions, health-related quality of life, disabilities, health behaviors, and health utilization among three transgender groups, when compared separately with cisgender males and cisgender females. RESULTS: An estimated 0.24% (95% CI=0.21, 0.27) identified as male-to-female; 0.14% (95% CI=0.12, 0.17) identified as female-to-male; and 0.10% (95% CI=0.08, 0.12) identified as gender-nonconforming. All transgender groups experience worse mental health and disabilities; few differences in healthcare access and utilization were observed. Gender-nonconforming people had higher odds of multiple chronic conditions, poor quality of life, and disabilities than both cisgender males and females. Female-to-male people had a higher odds of no exercise and cardiovascular disease compared with cisgender females. CONCLUSIONS: Given the high burden of disabilities; poor mental health; and multiple chronic conditions among transgender (particularly gender-nonconforming) populations, supportive services and care coordination may be consequential levers for improving transgender health.


Subject(s)
Health Status , Quality of Life , Sexual and Gender Minorities/statistics & numerical data , Social Stigma , Adult , Aged , Behavioral Risk Factor Surveillance System , Chronic Disease/epidemiology , Female , Humans , Interviews as Topic , Male , Mental Disorders/epidemiology , Middle Aged , Patient Acceptance of Health Care/statistics & numerical data , Prevalence , Young Adult
13.
Health Aff (Millwood) ; 37(7): 1160-1168, 2018 07.
Article in English | MEDLINE | ID: mdl-29985698

ABSTRACT

Transgender people have been able to serve openly in the military since June 2016. However, the administration of President Donald Trump has signaled its interest in reinstating a ban on transgender military service. In March 2018 President Trump issued a revised memorandum that stated, in part, that people with a "history or diagnosis of gender dysphoria" who "may require substantial medical treatment, including medications and surgery-are disqualified from military service except under certain limited circumstances." Whether and how the health of transgender service members differs from that of cisgender service members (that is, those who identify with their sex assigned at birth) is largely unknown. This study used population-level data for 2014-16 from the Behavioral Risk Factor Surveillance System to compare the health of transgender and cisgender veterans and civilians. An estimated 0.5 percent of veterans in the sample identified themselves as transgender. While transgender civilians had worse health than cisgender civilians across most indicators, very few differences existed among veterans. However, transgender veterans had higher odds of having at least one disability compared to cisgender veterans, despite similar levels of access to health care. These findings largely suggest that transgender veterans do not have worse health than cisgender veterans.


Subject(s)
Health Status , Military Personnel , Transgender Persons/statistics & numerical data , Veterans/statistics & numerical data , Adult , Behavioral Risk Factor Surveillance System , Delivery of Health Care , Female , Gender Dysphoria , Humans , Male , United States
14.
Soc Sci Med ; 162: 88-96, 2016 08.
Article in English | MEDLINE | ID: mdl-27343818

ABSTRACT

The foreclosure crisis was detrimental to the financial well-being of many households, yet the non-economic consequences are still poorly understood. This systematic review aims to understand the direct and spillover effect of foreclosures on several health-related outcomes by synthesizing evidence from 40 studies. First, this study identifies research gaps using a schema to organize studies by line of inquiry, health-related outcome, and measure of homeowner financial distress. In order to provide context for the findings, four pathways - stress, effect-budgeting, frustration-aggression, and trust - evoked in the literature are described to explain the relationship between foreclosures and health. The research suggests that experiencing a foreclosure and living near foreclosures are associated with poor psychological and behavioral morbidities, namely anxiety and violent behavior, and declining health utilization. Evidence is sparse on suicide, substance abuse, somatic morbidities, and mortality. Future research is needed to fill the gaps and explicitly test the mechanisms proposed.


Subject(s)
Economic Recession/trends , Health Impact Assessment/methods , Housing/economics , Housing/standards , Housing/trends , Humans , Socioeconomic Factors , Stress, Psychological/etiology
16.
Contraception ; 93(6): 485-91, 2016 06.
Article in English | MEDLINE | ID: mdl-26872718

ABSTRACT

OBJECTIVE: To provide a cost analysis of an injectable contraceptive program combining community-based distribution and social marketing in Tigray, Ethiopia. METHODS: We conducted a cost analysis, modeling the costs and programmatic outcomes of the program's initial implementation in 3 districts of Tigray, Ethiopia. Costs were estimated from a review of program expense records, invoices, and interviews with health workers. Programmatic outcomes include number of injections and couple-year of protection (CYP) provided. We performed a sensitivity analysis on the average number of injections provided per month by community health workers (CHWs), the cost of the commodity, and the number of CHWs trained. RESULTS: The average programmatic CYP was US $17.91 for all districts with a substantial range from US $15.48-38.09 per CYP across districts. Direct service cost was estimated at US $2.96 per CYP. The cost per CYP was slightly sensitive to the commodity cost of the injectable contraceptives and the number of CHWs. The capacity of each CHW, measured by the number of injections sold, was a key input that drove the cost per CYP of this model. CONCLUSION: With a direct service cost of US $2.96 per CYP, this study demonstrates the potential cost of community-based social marketing programs of injectable contraceptives. The findings suggest that the cost of social marketing of contraceptives in rural communities is comparable to other delivery mechanisms with regards to CYP, but further research is needed to determine the full impact and cost-effectiveness for women and communities beyond what is measured in CYP.


Subject(s)
Contraceptive Agents, Female/economics , Family Planning Services/economics , Medroxyprogesterone Acetate/economics , Social Marketing , Administration, Intravaginal , Community Health Workers , Contraceptive Agents, Female/administration & dosage , Cost-Benefit Analysis , Ethiopia , Female , Humans , Medroxyprogesterone Acetate/administration & dosage , Rural Population
17.
Curr Epidemiol Rep ; 3(1): 81-91, 2016 Mar.
Article in English | MEDLINE | ID: mdl-27239427

ABSTRACT

The severity, sudden onset, and multipronged nature of the Great Recession (2007-2009) provided a unique opportunity to examine the health impacts of macroeconomic downturn. We comprehensively review empirical literature examining the relationship between the Recession and mental and physical health outcomes in developed nations. Overall, studies reported detrimental impacts of the Recession on health, particularly mental health. Macro- and individual-level employment- and housing-related sequelae of the Recession were associated with declining fertility and self-rated health, and increasing morbidity, psychological distress, and suicide, although traffic fatalities and population-level alcohol consumption declined. Health impacts were stronger among men and racial/ethnic minorities. Importantly, strong social safety nets in some European countries appear to have buffered those populations from negative health effects. This literature, however, still faces multiple methodological challenges, and more time may be needed to observe the Recession's full health impact. We conclude with suggestions for future work in this field.

18.
PLoS One ; 11(3): e0151334, 2016.
Article in English | MEDLINE | ID: mdl-26985671

ABSTRACT

The emerging body of research suggests the unprecedented increase in housing foreclosures and unemployment between 2007 and 2009 had detrimental effects on health. Using data from electronic health records of 105,919 patients with diabetes in Northern California, this study examined how increases in foreclosure rates from 2006 to 2010 affected weight change. We anticipated that two of the pathways that explain how the spike in foreclosure rates affects weight gain-increasing stress and declining salutary health behaviors- would be acute in a population with diabetes because of metabolic sensitivity to stressors and health behaviors. Controlling for unemployment, housing prices, temporal trends, and time-invariant confounders with individual fixed effects, we found no evidence of an association between the foreclosure rate in each patient's census block of residence and body mass index. Our results suggest, although more than half of the population was exposed to at least one foreclosure within their census block, the foreclosure crisis did not independently impact weight change.


Subject(s)
Body Mass Index , Diabetes Mellitus/physiopathology , Economic Recession , Housing , Stress, Psychological/physiopathology , Weight Gain/physiology , Adult , Aged , Aged, 80 and over , California , Electronic Health Records , Female , Humans , Male , Middle Aged , Models, Theoretical , Socioeconomic Factors , Unemployment
20.
PLoS One ; 8(4): e62282, 2013.
Article in English | MEDLINE | ID: mdl-23646124

ABSTRACT

OBJECTIVE: To assess the cost-effectiveness of a non-pneumatic anti-shock garment (NASG) for obstetric hemorrhage in tertiary hospitals in Egypt and Nigeria. METHODS: We combined published data from pre-intervention/NASG-intervention clinical trials with costs from study sites. For each country, we used observed proportions of initial shock level (mild: mean arterial pressure [MAP] >60 mmHg; severe: MAP ≤60 mmHg) to define a standard population of 1,000 women presenting in shock. We examined three intervention scenarios: no women in shock receive the NASG, only women in severe shock receive the NASG, and all women in shock receive the NASG. Clinical data included frequencies of adverse health outcomes (mortality, severe morbidity, severe anemia), and interventions to manage bleeding (uterotonics, blood transfusions, hysterectomies). Costs (in 2010 international dollars) included the NASG, training, and clinical interventions. We compared costs and disability-adjusted life years (DALYs) across the intervention scenarios. RESULTS: For 1000 women presenting in shock, providing the NASG to those in severe shock results in decreased mortality and morbidity, which averts 357 DALYs in Egypt and 2,063 DALYs in Nigeria. Differences in use of interventions result in net savings of $9,489 in Egypt (primarily due to reduced transfusions) and net costs of $6,460 in Nigeria, with a cost per DALY averted of $3.13. Results of providing the NASG for women in mild shock has smaller and uncertain effects due to few clinical events in this data set. CONCLUSION: Using the NASG for women in severe shock resulted in markedly improved health outcomes (2-2.9 DALYs averted per woman, primarily due to reduced mortality), with net savings or extremely low cost per DALY averted. This suggests that in resource-limited settings, the NASG is a very cost-effective intervention for women in severe hypovolemic shock. The effects of the NASG for mild shock are less certain.


Subject(s)
First Aid/methods , Shock, Hemorrhagic/therapy , Adult , Cost-Benefit Analysis , Costs and Cost Analysis , Egypt/epidemiology , Female , First Aid/economics , First Aid/instrumentation , Humans , Morbidity , Mortality , Nigeria/epidemiology , Pregnancy , Shock, Hemorrhagic/epidemiology , Shock, Hemorrhagic/etiology , Treatment Outcome
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