Development and Validation of a Parsimonious Financial Well-Being Index in the Health and Retirement Study
Habib, M. H.; Mayeda, E. R.; Barry, L.; Arah, O. A.; Nau, C. L.; Zhou, H.; Kezios, K. L.; Nianogo, R. A.
Show abstract
Financial well-being (FWB) encompasses objective and subjective financial status and may influence health. We developed and validated a parsimonious FWB index using data from 23,006 Health and Retirement Study (HRS) participants aged 50 years and older from 2006 to 2022. The FWB-5 Index was derived using correlated two-factor confirmatory factor analysis accounting for household clustering. Indicators included household wealth, household income-to-poverty ratio, monthly financial strain, satisfaction with one's financial situation, and perceived financial mastery. We assessed convergent and discriminant validity using the Consumer Financial Protection Bureau Financial Well-Being (CFPB-FWB) Scale and Satisfaction with Life Scale, respectively. Associations with pre-baseline socioeconomic factors and subsequent depressive symptoms and health conditions were examined to assess construct and predictive validity. Model fit indices supported the two-factor structure (robust comparative fit index = 0.99; robust root mean square error of approximation = 0.05). Correlations were stronger with the CFPB-FWB Scale (Spearman P = 0.80) than with life satisfaction (Spearman P = 0.43). Associations with socioeconomic factors and subsequent health outcomes were in the hypothesized directions. These findings support the FWB-5 Index as a parsimonious measure for examining financial well-being and its associations with health across HRS waves, including those predating the CFPB-FWB Scale.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Loneliness and Cognitive Decline Among U.S. Adults: A Stratified Analysis of the BRFSS 93%
- Effects of a mindfulness-based intervention and a health self-management programme on psychological well-being in older adults with subjective cognitive decline: Secondary analyses from the SCD-Well randomised clinical trial 93%
- Protocol for a qualitative study exploring older adults experience of mental health and wellbeing in work-related later life transitions 93%
Similar papers in this journal
- Lifecourse Socioeconomic Status and Cognitive Performance Among Midlife Latina Women in a California Agricultural Region 91%
- Early-life socioeconomic position and the accumulation of health-related deficits by midlife in the 1958 British birth cohort study 90%
- Estimating the Effect of Social Distancing Interventions on COVID-19 in the United States 89%
Similar papers in this journal
- Association among income loss, financial strain and depressive symptoms during COVID-19: evidence from two longitudinal studies 93%
- Mental Health, Substance Use, and Suicidal Ideation Among Unpaid Caregivers in the United States During the COVID-19 Pandemic: Relationships to Age, Race/Ethnicity, Employment, and Caregiver Intensity 91%
- Examining the association between family status and depression in the UK Biobank 91%
Similar papers in this journal
- The impact of the COVID-19 pandemic on wellbeing and cognitive functioning of older adults 92%
- Cardiorespiratory fitness and cardiometabolic health are associated with distinct cognitive domains in cognitively healthy older adults. 92%
- Loneliness and diurnal cortisol levels during COVID-19 lockdown: the roles of living situation, relationship status and relationship quality 91%
Similar papers in this journal
- Cumulative Social Disadvantage and Health-Related Quality of Life: National Health Interview Survey 2013-2017 91%
- The association of lifestyle with cardiovascular and all-cause mortality based on machine learning: A Prospective Study from the NHANES 90%
- Capability impacts of the Covid-19 lockdown in association with mental well-being, social connections and existing vulnerabilities: an Austrian survey study 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.