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Propensity score analysis (PSA) is a common method for estimating treatment effects, but researchers dealing with data from survey designs are generally not properly accounting for the sampling weights in their analyses. Moreover, recommendations given in the few existing methodological articles on this subject are susceptible to bias. We show in this article through derivation, simulation, and a real data example that using sampling weights in the propensity score estimation stage and the outcome model stage results in an estimator that is robust to a variety of conditions that lead to bias for estimators currently recommended in the statistical literature. We highly recommend researchers use the more robust approach described here. This article provides much needed rigorous statistical guidance for researchers working with survey designs involving sampling weights and using PSAs.

Background. Dementia is a cause of disability in later life. Despite the importance of functional status to the diagnosis of dementia, limited information exists on differences in functional limitations by dementia subtype. We conducted a cross-sectional analysis using the Aging, Demographics, and Memory Study (ADAMS) to determine the extent of functional impairment among older adults with dementia due to different etiologies. Methods. The ADAMS sample consisted of 856 individuals aged 71 years and older originally surveyed as part of the Health and Retirement Study. Based on a comprehensive in-person cognitive evaluation, respondents were assigned to diagnostic categories of normal cognition, cognitive impairment not demented, and demented. Dementia subtypes were grouped into three categories: vascular dementia (VaD), Alzheimer's dementia (AD), and dementia due to other etiologies. For 744 of the 856 respondents, a proxy informant completed a questionnaire asking whether the respondent had difficulty completing instrumental activities of daily living and activities of daily living (ADLs). Results. Of 744 ADAMS participants, 263 had dementia: 199 (70.5%) with AD, 42 (16.9%) with VaD, and 22 (12.6%) were demented due to other etiologies. After adjustment for demographics, chronic illnesses, and dementia severity, participants with VaD (odds ratio [OR] 5.74; 95% confidence interval [CI] 2.60-12.69) and other etiologies of dementia (OR 21.23; 95% CI 7.25-62.16) were more likely to have greater than or equal to four ADL limitations compared with those with AD. Conclusions. VaD is associated with significantly more ADL limitations than AD. These physical limitations should be considered when designing adult day care programs, which adequately accommodate the needs of non-AD patients. Key Words: Activities of daily living--Instrumental activities of daily living--Disability--Dementia. doi: 10.1093/gerona/glp197

The purpose of this article is to investigate the relationship between spousal caregiving and declines in functioning and self-rated health among older care-givers. The authors used data from the 2000 and 2002 waves of the United States Health and Retirement Study, a biennial longitudinal survey of a nationally representative cohort of adults aged 50 or more years. Two outcomes were examined, declines in functioning and declines in self-rated health. Care-givers were classified into three groups: no care-giving, less than 14 hours of care-giving per week, and 14 or more hours care-giving per week. To assess declines in functioning, two summary scores were created of limitations in basic and instrumental Activities of Daily Living. To assess declines in self-rated health, we compared responses from 2000 and 2002. In the fully adjusted models, caregiving hours did not have an independent effect on declines in functioning or self-rated health. The relationship between care-giving hours and declines in functioning and self-rated health is probably attributable to socio-demographic characteristics, mainly age. The findings suggest that spousal care-giving does not of itself harm functional health or perceived health among older adult care-givers. Understanding the differential effects of these socio-economic characteristics with care-giving hours on health will be useful in promoting the health of older adult care-givers and treating their disorders. KEY WORDS--care-giving, spousal care, older adults, decline, self-rated health.

Background: Using billing data generated through health care delivery to identify individuals with dementia has become important in research. To inform tradeoffs between approaches, we tested the validity of different Medicare claims-based algorithms.Methods: We included 5 784 Medicare-enrolled, Health and Retirement Study participants aged older than 65 years in 2012 clinically assessed for cognitive status over multiple waves and determined performance characteristics of different claims-based algorithms.Results: Positive predictive value (PPV) of claims ranged from 53.8% to 70.3% and was highest using a revised algorithm and 1 year of observation. The tradeoff of greater PPV was lower sensitivity; sensitivity could be maximized using 3 years of observation. All algorithms had low sensitivity (31.3%-56.8%) and high specificity (92.3%-98.0%). Algorithm test performance varied by participant characteristics, including age and race.Conclusion: Revised algorithms for dementia diagnosis using Medicare administrative data have reasonable accuracy for research purposes, but investigators should be cognizant of the tradeoffs in accuracy among the approaches they consider. [ABSTRACT FROM AUTHOR]

This study investigated the impact of own and spouse's urinary incontinence on depressive symptoms. Attention was paid to the possibility that gender and caregiving might be important factors in understanding significant effects. We used negative binomial regression to analyze survey data for 9974 middle-aged and older respondents to the Health and Retirement Study in the USA. Results supported the hypothesis that the respondents' own urinary incontinence was associated with depressive symptoms (unadj. IRR = 1.73, 95% CIs = 1.53, 1.95 for men; unadj. IRR = 1.50, 95% CIs = 1.38, 1.63 for women). Controlling sociodemographic and health variables reduced this relationship, but it remained statistically significant for both men and women. Having an incontinent wife put men at greater risk for depressive symptoms (unadj. IRR = 1.13, 95% CIs = 1.02, 1.25), although this relation became nonsignificant with the addition of control variables. No relation between women's depressive symptoms and husbands' (in)continence status was found. Caregiving was not a significant variable in the adjusted analyses, but spouses' depressive symptoms emerged as a significant predictor of the respondents' own depressive symptoms. Health care providers must be sensitive to the emotional impact of urinary incontinence. Our findings also suggest the importance of considering the patient's mental health within a wider context, particularly including the physical and mental health of the patient's spouse. Keywords: Urinary incontinence; Depressive symptoms; Survey; USA

Objectives. Little is known regarding the amount of time spent by unpaid caregivers providing help to elderly individuals for disabilities associated with diabetes mellitus (DM). We sought to obtain nationally representative estimates of the time, and associated cost, of informal caregiving provided to elderly individuals with diabetes, and to determine the complications of DM that contribute most significantly to the subsequent need for informal care. Methods. We estimated multivariable regression models using data from the 1993 Asset and Health Dynamics Among the Oldest Old Study, a nationally representative survey of people aged 70 or older (N = 7,443), to determine the weekly hours of informal caregiving and imputed cost of caregiver time for community-dwelling elderly individuals with and without a diagnosis of DM. Results. Those without DM received an average of 6.1 hr per week of informal care, those with DM taking no medications received 10.5 hr, those with DM taking oral medications received 10.1 hr, and those with DM taking insulin received 14.4 hr of care (p < .01). Disabilities related to heart disease, stroke, and visual impairment were important predictors of diabetes-related informal care. The total cost of informal caregiving for elderly individuals with diabetes in the United States was between $3 and $6 billion per year, similar to previous estimates of the annual paid long-term care costs attributable to DM. Discussion. Diabetes imposes a substantial burden on elderly individuals, their families, and society, both through increased rates of disability and the significant time that informal caregivers must spend helping address the associated functional limitations. Future evaluations of the costs of diabetes, and the cost-effectiveness of diabetes interventions, should consider the significant informal caregiving costs associated with the disease.