PLoS ONE · 2022 · 11 citations · 30 references
Public HealthEnvironmental SciencesAir PollutionEnvironmental SociologyPhysical ActivityAir PollutantsAir QualityEnvironmental Determinants Of HealthParticulate MatterAmbient Air Pollution ImpactsOutdoor Recreation ParticipationPhysical Activity DeterminantsPm2.5RobustnessTobit RegressionTobit Type ModelsUrban Air Pollutants
Using data from China Family Panel Studies (CFPS) and based on the Probit and Tobit models, this study investigates the impact of air pollution on residents' outdoor exercise behaviour from the microscopic level. Specifically, this study examined the effects of PM2.5 index changes on residents' decision to participate in outdoor exercise and the duration of outdoor exercise participation. The empirical results show that the increase of PM2.5 index has a significant inhibitory effect on residents' participation in outdoor exercise, and has passed the robustness test and endogeneity test. Further testing found that the inhibitory effect was significantly different between urban and rural areas, and in the central, north-eastern and western regions where economic development was relatively backward, the conclusion that air pollution inhibited residents' outdoor exercise behaviour still holds true. However, the level of air pollution had no significant effect on the outdoor exercise behaviour of residents in the eastern region. So, while air pollution discourages residents from participating in outdoor exercise, the results are more applicable to less economically developed areas.
30
Kyle J Foreman, Neal Marquez, Andrew J. Dolgert et al. · The Lancet · 2018 · 3K citations · Full text
Yuyu Chen, Avraham Ebenstein, Michael Greenstone et al. · Proceedings of the National Academy of Sciences · 2013 · 1.8K citations · Full text
Public Health, Environmental Policy, Environmental Sciences +17