Perceived heat and rainfall and their longitudinal associations with mental health among the 45+ population in 13 Thai Provinces. A research protocol
Keanjoom, R.; Choosumrong, S.; Nakamura, K.; Nguyen, H. T. L.; Kitreerawuttiwong, N.; Kirtsaeng, S.; Gonzalez Hijon, J.; Wels, J.
Show abstract
BackgroundClimate change has profound implications for mental health, particularly in low- and middle-income countries where environmental exposures and healthcare access vary significantly across regions. Thailand, with its diverse climate zones and rapidly ageing population, provides an important context for exploring the relationship between environmental stressors and psychological well-being. MethodsWe will use monthly data from four waves the Health, Aging, and Retirement in Thailand (HART) longitudinal study (2015, 2017, 2020, 2022), covering adults aged 45 and older across 13 provinces, and will combine them with province-linked climate data on monthly temperature, humidity, wind speed and rainfall. To accommodate individual heterogeneity while preserving meaningful regional climate contrasts we will use hybrid mixed-effects multilevel modelling with a within-between decomposition and will estimate the associations between deviations in climate exposure (within individuals over time and average exposure across provinces (between individuals). Climate exposure will include the average monthly heat index (derived from both daily temperatures, wind speed and humidity) as well as the average daily rainfall. The primary outcomes measured psychological distress, mental health and quality of life. Models will successively control for sociodemographic variables, household characteristics, and health status, and include random intercepts at individual level. Multiple imputations will be used to address attrition. Expected ResultsThe study aims to test whether higher-than-usual perceived heat relative to an individuals average are associated with higher psychological distress scores, while residing in hotter provinces overall is linked to worse mental health. We will specifically focus on the significance of the interaction between within- and between-person temperature, which would suggest contextual moderation of climate effects. ConclusionsOur findings will highlight the complex interplay between personal trajectories and regional climate experiences in shaping mental health.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Economic and social impacts of COVID-19 and public health measures: results from an anonymous online survey in Thailand, Malaysia, the United Kingdom, Italy and Slovenia 93%
- Seasonality and predictors of childhood stunting and wasting in drought-prone areas in Ethiopia: A cohort study 93%
- Impact of a sanitation intervention on quality of life and mental wellbeing in low-income urban neighbourhoods of Maputo, Mozambique 93%
Similar papers in this journal
- The impact of social and environmental extremes on cholera time varying reproduction number in Nigeria 92%
- Evolving Patterns of COVID-19 Mortality in US Counties: A Longitudinal Study of Healthcare, Socioeconomic, and Vaccination Associations 92%
- Early Pandemic Associations of Latitude, Sunshine Duration, and Vitamin D Status with COVID-19 Incidence and Fatalities: A Global Analysis of 187 Countries 92%
Similar papers in this journal
- Household Hardships during the COVID-19 Pandemic: Examining Household Vulnerability and Responses to Pandemic Related Shocks in Eastern Ethiopia 93%
- How is the COVID-19 pandemic impacting our life, mental health, and well-being? Design and preliminary findings of the pan-Canadian longitudinal COHESION Study 92%
- Scarlet Fever and Meteorological Exposures in Jiangsu, China: A Time-stratified Case-crossover Study 92%
Similar papers in this journal
- Does behavior mediate the effect of weather on SARS-CoV-2 transmission? Evidence from cell-phone data 93%
- Effects of trust, risk perception, and health behavior on COVID-19 disease burden: Evidence from a multi-state US survey 92%
- Characteristics of mental health stability during COVID-19: An online survey with people residing in the Liverpool City Region 92%
Similar papers in this journal
- Pandemic inequity in a megacity: a multilevel analysis of individual, community and health care vulnerability risks for COVID-19 mortality in Jakarta, Indonesia 93%
- Convergence of HIV and non-communicable disease epidemics: Geospatial mapping of the unmet health needs in a HIV Hyperendemic South African community 91%
- Geographic barriers to establishing a successful hospital referral system in rural Madagascar 91%
"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.