ArticlePloS one2020
Impact of socioeconomic- and lifestyle-related risk factors on poor mental health conditions: A nationwide longitudinal 5-wave panel study in Japan.
Article in PloS one, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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8 citing papers in PubMed.
- Nonverbal AI-Based Communication Robot for Staff in Disaster-Affected Care Facilities: Exploratory ABAB Intervention Study.JMIR formative research · 2026Article
- The moderating effect of family socioeconomic status in the relationship between health-related behaviors and quality of life among the Hakka older adults in Fujian, China.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2025Article
- Lifestyle habits associated with elevated depressive symptoms among healthcare workers during the COVID-19 pandemic.PLOS mental health · 2025Article
- Consumption, relative deprivation and mental health: evidence from hedonic consumption.Frontiers in public health · 2025Article
- Article
- Gender Differences of the Effect of Vaccination on Perceptions of COVID-19 and Mental Health in Japan.Vaccines · 2023Article
- Association between the COVID-19 Vaccine and Preventive Behaviors: Panel Data Analysis from Japan.Vaccines · 2023Article
- Intervention and information effects at the individual level during the COVID-19 pandemic in Japan.PloS one · 2023Article
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2 authors.
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Abstract
The association of socioeconomic status and lifestyle behaviours on mental health appears well-established in the literature, as several studies report that better socioeconomic status such as higher levels of disposable income and employment as well as practising healthy lifestyles can enhance mental well-being. However, the reliance on cross-sectional correlations and lack of adequate statistical controls are possible limitations. This study aims to add the evidence of longitudinal association to the literature by using Japanese representative longitudinal household panel data. We employed panel data analytical techniques such as the random-effects conditional logistic regression (RE-CLR) and the fixed-effects conditional logistic regression (FE-CLR) models with possible time variant confounders being controlled. Our sample was comprised of 14,717 observations of 3,501 individuals aged 22-59 years for five waves of the Japanese Household Panel Survey. We confirmed many of the factors associated with mental health reported in existing studies by analysing cross-sectional data. These significant associations are also longitudinal (within) associations estimated by the FE-CLR models. Such factors include unemployment, low household income, short nightly sleeping duration, and lack of exercise. However, we also found that several factors such as disposable income, living alone, and drinking habits are not significantly associated with mental health in the FE-CRL models. The results imply the reverse causality that poor mental health conditions cause lower disposal income, possibly due to the inability to exhibit higher productivity, but an increase in disposal income would not necessarily improve mental health conditions. In this case, aggressive policy interventions to increase the disposal income of people of lower socioeconomic backgrounds would not necessarily be effective to minimize health inequalities.
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