ABSTRACT
BACKGROUND: Despite the large body of research on the adverse effects of income inequality, to date, few studies have examined its impact on sleep. The objective of this investigation is to examine the association between US state income inequality and the odds for regularly obtaining inadequate (< 7 h) and very inadequate (< 5 h) of sleep in the last 24 h. METHODS: We analysed data from 350,929 adults participating in the US 2018 Behavioral Risk Factor Surveillance System (BRFSS). Multilevel modeling was used to determine the association between state-level income inequality, as measured by the Gini coefficient, and the odds for obtaining inadequate and very inadequate sleep. We also determined if associations were heterogeneous across gender. RESULTS: A standard deviation increase in the Gini coefficient was associated with increased odds for inadequate (OR = 1.06, 95% CI: 1.00, 1.13) and very inadequate sleep (OR = 1.11, 95% CI: 1.03,1.20). Also, a cross-level Gini Coefficient X Gender interaction term was significant (OR = 1.07, 95% CI:1.01,1.13), indicating that increasing income inequality was more detrimental to women's sleep behavior. CONCLUSION: Future work should be conducted to determine whether decreasing the wide gap between incomes can alleviate the burden of income inequality on inadequate sleep in the United States.
Subject(s)
Income , Sleep Deprivation , Adult , Humans , Female , United States/epidemiology , Behavioral Risk Factor Surveillance System , Cross-Sectional Studies , Socioeconomic FactorsABSTRACT
We used differences in state school policies as natural experiments to evaluate the joint influence of educational quantity and quality on late-life physical and mental health. Using US Census microsample data, historical measures of state compulsory schooling and school quality (term length, student-teacher ratio, and attendance rates) were combined via regression modeling on a scale corresponding to years of education (policy-predicted years of education (PPYEd)). PPYEd values were linked to individual-level records for 8,920 black and 14,605 white participants aged ≥45 years in the Reasons for Geographic and Racial Differences in Stroke study (2003-2007). Linear and quantile regression models estimated the association between PPYEd and Physical Component Summary (PCS) and Mental Component Summary (MCS) from the Short Form Health Survey. We examined interactions by race and adjusted for sex, birth year, state of residence at age 6 years, and year of study enrollment. Higher PPYEd was associated with better median PCS (ß = 1.28, 95% confidence interval (CI): 0.40, 1.49) and possibly better median MCS (ß = 0.46, 95% CI: -0.01, 0.94). Effect estimates were higher among black (vs. white) persons (PCS × race interaction, ß = 0.22, 95% CI: -0.62, 1.05, and MCS × race interaction, ß = 0.18; 95% CI: -0.08, 0.44). When incorporating both school quality and duration, this quasiexperimental analysis found mixed evidence for a causal effect of education on health decades later.
Subject(s)
Educational Status , Health Status Indicators , Mental Health , Schools/standards , Black or African American/statistics & numerical data , Aged , Female , Health Surveys , Humans , Male , Middle Aged , United States , White People/statistics & numerical dataABSTRACT
OBJECTIVE: To determine whether social contacts and spousal characteristics predict incident instrumental or basic activities of daily living (I/ADL) limitations and whether effects differ for individuals with high risk of dementia. DESIGN: Cohort study. SETTING: Biennial interviews of Health and Retirement Study participants over up to 12 years. PARTICIPANTS: 4,125 participants aged 65 years and older without baseline I/ADL limitations. MEASUREMENTS: Participants' family characteristics (living arrangements, proximity to children, contacts with friends, marital status, and spouse's depression, employment, and education) and dementia probability (high versus low risk of dementia based on direct and proxy cognitive assessments) were characterized at baseline. Family characteristics and their interactions with dementia probability were used to predict incident I/ADL limitations in pooled logistic regressions. RESULTS: ADL limitation incidence was higher among the unmarried (odds ratio [OR] versus married: 1.14; 95% CI: 1.01-1.30); those married to a depressed spouse (OR versus nondepressed spouse: 1.56, 95% CI: 1.21-2.00); or whose spouse had less than high school education (OR versus spouse with high school or more: 1.29, 95% CI: 1.06-1.57). Living with someone other than a spouse compared with living with a spouse predicted higher risk of both incident ADL (OR: 1.35; 95% CI: 1.11-1.65), and IADL (OR: 1.30; 95% CI: 1.06-1.61) limitations. Effects were similar for respondents with high and low dementia probability. CONCLUSIONS: Regardless of dementia risk, older adults may receive important marriage benefits, which help delay disability. The salience of spouse's education and depression status implicate modifiable mechanisms, such as information and instrumental support, which may be amenable to interventions.
Subject(s)
Activities of Daily Living , Dementia/epidemiology , Depression/epidemiology , Spouses/psychology , Aged , Aged, 80 and over , Cognition , Cohort Studies , Disability Evaluation , Educational Status , Female , Geriatric Assessment , Humans , Logistic Models , Male , Marital Status , United States/epidemiologyABSTRACT
IMPORTANCE: Many genetic variants are associated with body mass index (BMI). Associations may have changed with the 20th century obesity epidemic and may differ for black vs white individuals. OBJECTIVE: Using birth cohort as an indicator for exposure to obesogenic environment, to evaluate whether genetic predisposition to higher BMI has a larger magnitude of association among adults from more recent birth cohorts, who were exposed to the obesity epidemic at younger ages. DESIGN, SETTING, AND PARTICIPANTS: Observational study of 8788 adults in the US national Health and Retirement Study who were aged 50 years and older, born between 1900 and 1958, with as many as 12 BMI assessments from 1992 to 2014. EXPOSURES: A multilocus genetic risk score for BMI (GRS-BMI), calculated as the weighted sum of alleles of 29 single nucleotide polymorphisms associated with BMI, with weights equal to the published per-allele effects. The GRS-BMI represents how much each person's BMI is expected to differ, based on genetic background (with respect to these 29 loci), from the BMI of a sample member with median genetic risk. The median-centered GRS-BMI ranged from -1.68 to 2.01. MAIN OUTCOMES AND MEASURES: BMI based on self-reported height and weight. RESULTS: GRS-BMI was significantly associated with BMI among white participants (n = 7482; mean age at first assessment, 59 years; 3373 [45%] were men; P <.001) and among black participants (n = 1306; mean age at first assessment, 57 years; 505 [39%] were men; P <.001) but accounted for 0.99% of variation in BMI among white participants and 1.37% among black participants. In multilevel models accounting for age, the magnitude of associations of GRS-BMI with BMI were larger for more recent birth cohorts. For example, among white participants, each unit higher GRS-BMI was associated with a difference in BMI of 1.37 (95% CI, 0.93 to 1.80) if born after 1943, and 0.17 (95% CI, -0.55 to 0.89) if born before 1924 (P = .006). For black participants, each unit higher GRS-BMI was associated with a difference in BMI of 3.70 (95% CI, 2.42 to 4.97) if born after 1943, and 1.44 (95% CI, -1.40 to 4.29) if born before 1924. CONCLUSIONS AND RELEVANCE: For participants born between 1900 and 1958, the magnitude of association between BMI and a genetic risk score for BMI was larger among persons born in later cohorts. This suggests that associations of known genetic variants with BMI may be modified by obesogenic environments.
Subject(s)
Alleles , Black People/genetics , Body Mass Index , Genetic Variation , Polymorphism, Single Nucleotide , White People/genetics , Age Factors , Aged , Aged, 80 and over , Cohort Studies , Female , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Male , Middle Aged , Multilocus Sequence Typing , Obesity/genetics , Risk Factors , United StatesABSTRACT
BACKGROUND: Past research shows that spousal death results in elevated mortality risk for the surviving spouse. However, most prior studies have inadequately controlled for socioeconomic status (SES), and it is unclear whether this 'widowhood effect' persists over time. METHODS: Health and Retirement Study participants aged 50+ years and married in 1998 (n = 12 316) were followed through 2008 for widowhood status and mortality (2912 deaths). Discrete-time survival analysis was used to compare mortality for the widowed versus the married. RESULTS: Odds of mortality during the first 3 months post-widowhood were significantly higher than in the continuously married (odds ratio (OR) for men = 1.87, 95% CI: 1.27, 2.75; OR for women = 1.47, 95% CI: 0.96, 2.24) in models adjusted for age, gender, race and baseline SES (education, household wealth and household income), behavioral risk factors and co-morbidities. Twelve months following bereavement, men experienced borderline elevated mortality (OR = 1.16, 95% CI: 1.00, 1.35), whereas women did not (OR = 1.07, 95% CI: 0.90, 1.28), though the gender difference was non-significant. CONCLUSION: The 'widowhood effect' was not fully explained by adjusting for pre-widowhood SES and particularly elevated within the first few months after widowhood. These associations did not differ by sex.
Subject(s)
Mortality , Widowhood/statistics & numerical data , Bereavement , Female , Humans , Longitudinal Studies , Male , Middle Aged , Risk Factors , Sex Factors , Socioeconomic Factors , Time Factors , United States/epidemiologyABSTRACT
OBJECTIVES: Since the US Supreme Court's 1973 Roe v. Wade decision legalizing abortion, states have enacted laws restricting access to abortion services. Previous studies suggest that restricting access to abortion is a risk factor for adverse maternal and infant health. The objective of this investigation is to study the relationship between the type and the number of state-level restrictive abortion laws and infant mortality risk. METHODS: We used data on 11,972,629 infants and mothers from the US Cohort Linked Birth/Infant Death Data Files 2008-2010. State-level abortion laws included Medicaid funding restrictions, mandatory parental involvement, mandatory counseling, mandatory waiting period, and two-visit laws. Multilevel logistic regression was used to determine whether type or number of state-level restrictive abortion laws during year of birth were associated with odds of infant mortality. RESULTS: Compared to infants living in states with no restrictive laws, infants living in states with one or two restrictive laws (adjusted odds ratio (AOR) = 1.08; 95% confidence interval [CI] = 0.99-1.18) and those living in states with 3 to 5 restrictive laws (AOR = 1.10; 95% CI = 1.01-1.20) were more likely to die. Separate analyses examining the relationship between parental involvement laws and infant mortality risk, stratified by maternal age, indicated that significant associations were observed among mothers aged ≤19 years (AOR = 1.09, 95% CI = 1.00-1.19), and 20 to 25 years (AOR = 1.10, 95% CI = 1.03-1.17). No significant association was observed among infants born to older mothers. CONCLUSION: Restricting access to abortion services may increase the risk for infant mortality.
Subject(s)
Abortion, Induced , Health Services Accessibility , Infant Mortality , Medicare , Adolescent , Adult , Counseling , Female , Humans , Infant , Medicaid , Pregnancy , United States , Young AdultABSTRACT
OBJECTIVES: While ecological studies indicate that high levels of structural racism within US states are associated with elevated infant mortality rates, studies using individual-level data are needed. To determine whether indicators of structural racism are associated with the individual odds for infant mortality among white and black infants in the US. METHODS: We used data on 2,163,096 white and 590,081 black infants from the 2010 US Cohort Linked Birth/Infant Death Data Files. Structural racism indicators were ratios of relative proportions of blacks to whites for these domains: electoral (registered to vote and voted; state legislature representation), employment (civilian labor force; employed; in management; with a bachelor's degree), and justice system (sentenced to death; incarcerated). Multilevel logistic regression was used to determine whether structural racism indicators were risk factors of infant mortality. RESULTS: Compared to the lowest tertile ratio of relative proportions of blacks to whites with a bachelor's degree or higher-indicative of low structural racism-black infants, but not whites, in states with moderate (OR = 1.12, 95% CI = 0.94, 1.32) and high tertiles (OR = 1.25, 95% CI = 1.03, 1.51) had higher odds of infant mortality. CONCLUSIONS: Educational and judicial indicators of structural racism were associated with infant mortality among blacks. Decreasing structural racism could prevent black infant deaths.
Subject(s)
Black or African American/statistics & numerical data , Infant Mortality , Racism/statistics & numerical data , White People/statistics & numerical data , Capital Punishment/statistics & numerical data , Criminal Law/statistics & numerical data , Educational Status , Employment/statistics & numerical data , Female , Humans , Income/statistics & numerical data , Infant , Infant, Newborn , Logistic Models , Male , Multilevel Analysis , Politics , Risk Factors , United StatesABSTRACT
OBJECTIVE: To determine whether physical activity and body mass index (BMI) predict instrumental or basic activities of daily living (I/ADL) trajectories before or after stroke compared to individuals who remained stroke-free. METHODS: Using a prospective cohort, the Health and Retirement Study, we followed adults without a history of stroke in 1998 (n = 18,117) for up to 14 years. We estimated linear regression models of I/ADL trajectories comparing individuals who remained stroke-free throughout follow-up (n = 16,264), those who survived stroke (n = 1,374), and those who died after stroke and before the next interview wave (n = 479). We evaluated whether I/ADL trajectories differed by physical activity or BMI at baseline (before stroke), adjusting for demographic and socioeconomic covariates. RESULTS: Compared to those who were physically active, stroke survivors who were physically inactive at baseline had a lower probability of independence in ADLs and IADLs 3 years after stroke (risk difference = -0.18 and -0.16 for ADLs and IADLs, respectively). However, a similar difference in the probability of independence was also present 3 years before stroke, and we observed no evidence that physical activity slowed the rate of decline in independence before or after stroke. Unlike the results for physical activity, we did not observe a consistent pattern for the probability of independence in ADLs or IADLs comparing obese stroke survivors to normal-weight or to overweight stroke survivors 3 years before stroke or 3 years after stroke. CONCLUSIONS: Physical inactivity predicts a higher risk of being dependent both before and after stroke.
Subject(s)
Activities of Daily Living , Body Mass Index , Exercise , Stroke/diagnosis , Stroke/physiopathology , Aged , Aged, 80 and over , Female , Follow-Up Studies , Humans , Linear Models , Male , Probability , Prognosis , Prospective Studies , Risk , Self Report , Socioeconomic Factors , Stroke/epidemiologyABSTRACT
PURPOSE: Education is an established correlate of cognitive status in older adulthood, but whether expanding educational opportunities would improve cognitive functioning remains unclear given limitations of prior studies for causal inference. Therefore, we conducted instrumental variable (IV) analyses of the association between education and dementia risk, using for the first time in this area, genetic variants as instruments as well as state-level school policies. METHODS: IV analyses in the Health and Retirement Study cohort (1998-2010) used two sets of instruments: (1) a genetic risk score constructed from three single-nucleotide polymorphisms (SNPs; n = 7981); and (2) compulsory schooling laws (CSLs) and state school characteristics (term length, student teacher ratios, and expenditures; n = 10,955). RESULTS: Using the genetic risk score as an IV, there was a 1.1% reduction in dementia risk per year of schooling (95% confidence interval, -2.4 to 0.02). Leveraging compulsory schooling laws and state school characteristics as IVs, there was a substantially larger protective effect (-9.5%; 95% confidence interval, -14.8 to -4.2). Analyses evaluating the plausibility of the IV assumptions indicated estimates derived from analyses relying on CSLs provide the best estimates of the causal effect of education. CONCLUSIONS: IV analyses suggest education is protective against risk of dementia in older adulthood.
Subject(s)
Dementia/etiology , Education, Nonprofessional , Aged , Aged, 80 and over , Dementia/genetics , Dementia/prevention & control , Education, Nonprofessional/legislation & jurisprudence , Educational Status , Female , Genetic Predisposition to Disease , Health Surveys , Humans , Longitudinal Studies , Male , Middle Aged , Polymorphism, Single Nucleotide , Protective Factors , Risk Factors , Schools/legislation & jurisprudence , United StatesABSTRACT
BACKGROUND: Few longitudinal studies compare changes in instrumental activities of daily living (IADLs) among stroke-free adults to prospectively document IADL changes among adults who experience stroke. We contrast annual declines in IADL independence for older individuals who remain stroke free to those for individuals who experienced stroke. We also assess whether these patterns differ by sex, race, or Southern birthplace. METHODS: Health and Retirement Study participants who were stroke free in 1998 (n = 17,741) were followed through 2010 (average follow-up = 8.9 years) for self- or proxy-reported stroke. We used logistic regressions to compare annual changes in odds of self-reported independence in six IADLs among those who remained stroke free throughout follow-up (n = 15,888), those who survived a stroke (n = 1,412), and those who had a stroke and did not survive to participate in another interview (n = 442). We present models adjusted for demographic and socioeconomic covariates and also stratified on sex, race, and Southern birthplace. RESULTS: Compared with similar cohort members who remained stroke free, participants who developed stroke had faster declines in IADL independence and lower probability of IADL independence prior to stroke. After stroke, independence declined at an annual rate similar to those who did not have stroke. The black-white disparity in IADL independence narrowed poststroke. CONCLUSION: Racial differences in IADL independence are apparent long before stroke onset. Poststroke differences in IADL independence largely reflect prestroke disparities.
Subject(s)
Black or African American , Disabled Persons , Stroke/physiopathology , Activities of Daily Living , Aged , Aged, 80 and over , Aging/physiology , Cohort Studies , Female , Humans , Male , Prospective Studies , Stroke/etiology , Stroke/mortality , United States/epidemiology , White PeopleABSTRACT
OBJECTIVES: To compare typical age-related changes in activities of daily living (ADLs) independence in stroke-free adults with long-term ADL trajectories before and after stroke. DESIGN: Prospective, observational study. SETTING: Community-dwelling Health and Retirement Study (HRS) cohort. PARTICIPANTS: HRS participants who were stroke free in 1998 and were followed through 2008 (average follow-up 7.9 years) (N = 18,441). MEASUREMENTS: Strokes were assessed using self- or proxy-report of a doctor's diagnosis and month and year of event. Logistic regression was used to compare within-person changes in odds of self-reported independence in five ADLs in those who remained stroke free throughout follow-up (n = 16,816), those who survived a stroke (n = 1,208), and those who had a stroke and did not survive to participate in another interview (n = 417). Models were adjusted for demographic and socioeconomic covariates. RESULTS: Even before stroke, those who later developed stroke had significantly lower ADL independence and were experiencing faster independence losses than similar-aged individuals who remained stroke free. Of those who developed a stroke, survivors experienced slower pre-stroke loss of ADL independence than those who died. ADL independence declined at the time of stroke and decline continued afterwards. CONCLUSION: In adults at risk of stroke, disproportionate ADL limitations emerge well before stroke onset. Excess disability in stroke survivors should not be entirely attributed to effects of acute stroke or quality of acute stroke care. Although there are many possible causal pathways between ADL and stroke, the association may be noncausal. For example, ADL limitations may be a consequence of stroke risk factors (e.g., diabetes mellitus) or early cerebrovascular ischemia.
Subject(s)
Activities of Daily Living , Disability Evaluation , Disabled Persons/statistics & numerical data , Geriatric Assessment/methods , Risk Assessment/methods , Stroke Rehabilitation , Survivors/statistics & numerical data , Age of Onset , Aged , Aged, 80 and over , Bayes Theorem , Disabled Persons/rehabilitation , Female , Follow-Up Studies , Humans , Male , Middle Aged , Morbidity/trends , Prospective Studies , Risk Factors , Socioeconomic Factors , Stroke/epidemiology , Stroke/physiopathology , Survival Rate/trends , Time Factors , United States/epidemiologyABSTRACT
Self-reported hypertension is frequently used for health surveillance. However, little is known about the validity of self-reported hypertension among older Americans by nativity status. This study compared self-reported and measured hypertension among older black, white, and Hispanic Americans by nativity using the 2006 and 2008 Health and Retirement Study (n = 13,451). Sensitivity and specificity of self-reported hypertension were calculated using the Seventh report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure definition. Sensitivity was high among older blacks (88.9%), whites (82.8%), and Hispanics (84.0%), and both foreign-born (83.2%) and US-born (84.0%). Specificity was above 90% for both US-born and foreign-born, but higher for whites (92.8%) than blacks (86.0%). Despite the potential vulnerability of older foreign-born Americans, self-reported hypertension may be considered a reasonable estimate of hypertension status. Future research should confirm these findings in samples with a larger and more ethnically diverse foreign-born population.
Subject(s)
Black or African American/statistics & numerical data , Emigrants and Immigrants/statistics & numerical data , Hispanic or Latino/statistics & numerical data , Hypertension/ethnology , White People/statistics & numerical data , Aged , Blood Pressure Determination , Female , Humans , Hypertension/diagnosis , Male , Middle Aged , Nutrition Surveys , Reproducibility of Results , Self Report , United States/epidemiologyABSTRACT
PURPOSE: The purpose of this study is to quantify the effect of residential modification on decreasing risk of physical function decline in 2 years. DESIGN: Cohort study using propensity scores method to control for baseline differences between individuals with residential modifications and those without residential modifications. PARTICIPANTS: Participants (N = 9,447) were from the Second Longitudinal Study on Aging, a nationally representative sample of the civilian noninstitutionalized population, aged 70 years and older in the United States at the time of baseline interview in 1994-1995. METHODS: Participants self-reported residential modifications at baseline (e.g., railings, bathroom modifications). Decline in physical functioning was measured by comparing self-reported activities of daily living at baseline and at 2-year follow-up. RESULTS: Compared with individuals without baseline modifications, a higher proportion of those with baseline modifications were aged 85 years and older (16% vs. 10%), used special aides (36% vs. 14%), and lived alone (40% vs. 31%). Using a weighted propensity score method, we found a modest decrease in risk of decline at Wave 2 for those with baseline modifications (risk difference = 3.1%). Respondents with a baseline residential modification were less likely to experience subsequent decline in functional ability (adjusted odds ratio = 0.88, 95% confidence interval = 0.79-0.97) after adjusting for quintile of propensity score in a survey-weighted regression model. IMPLICATIONS: Baseline modifications may be associated with reduced risk of decline among a nationally representative sample of older community-dwelling adults. Widespread adoption of residential modifications may reduce the overall population estimates of decline.
Subject(s)
Activities of Daily Living , Aging/physiology , Motor Skills/physiology , Residential Facilities , Aged , Aged, 80 and over , Cohort Studies , Humans , Interviews as Topic , United StatesABSTRACT
BACKGROUND: Women with disabilities (WWD) face significant barriers accessing healthcare, which may affect rates of routine preventive services. We examined the relationship between disability status and routine breast and cervical cancer screening among middle-aged and older unmarried women and the differences in reported quality of the screening experience. METHODS: Data were from a 2003-2005 cross-sectional survey of 630 unmarried women in Rhode Island, 40-75 years of age, stratified by marital status (previously vs. never married) and partner gender (women who partner with men exclusively [WPM] vs. women who partner with women exclusively or with both women and men [WPW]). RESULTS: WWD were more likely than those without a disability to be older, have a high school education or less, have household incomes <$30,000, be unemployed, and identify as nonwhite. In addition, WWD were less likely to report having the mammogram or Pap test procedure explained and more likely to report that the procedures were difficult to perform. After adjustment for important demographic characteristics, we found no differences in cancer screening behaviors by disability status. However, the quality of the cancer screening experience was consistently and significantly associated with likelihood of routine cancer screening. CONCLUSIONS: Higher quality of cancer screening experience was significantly associated with likelihood of having routine breast and cervical cancer screening. Further studies should explore factors that affect quality of the screening experience, including facility characteristics and interactions with medical staff.