Wang Xueying, Zhang Yun
College of Economics and Management, Nanjing Agricultural University, Nanjing, China.
SSM Popul Health. 2024 Jul 1;27:101694. doi: 10.1016/j.ssmph.2024.101694. eCollection 2024 Sep.
Rural Chinese children are experiencing increasing obesity rates, yet studies often neglect the impact of IT and screen media growth on obesity risks in the context of intergenerational care, leading to incomplete strategies for the digital era.
By comprehensively utilizing the data on rural children aged 6-17 from the China Family Panel Studies (CFPS) and the China Health and Nutrition Survey (CHNS), this study aims to test the logical chain and specific mechanisms regarding "intergenerational care - screen exposure - rural childhood obesity". We employ the Propensity Score Matching (PSM) and Generalized Propensity Score Matching (GPSM) methods to respectively address the self-selection biases associated with inter-generational care and children's screen exposure behaviors.
中国农村儿童肥胖率不断上升,但在代际照料背景下,研究往往忽视了信息技术和屏幕媒体发展对肥胖风险的影响,导致数字时代的应对策略不完整。
本研究综合利用中国家庭追踪调查(CFPS)和中国健康与营养调查(CHNS)中6至17岁农村儿童的数据,旨在检验“代际照料-屏幕暴露-农村儿童肥胖”的逻辑链条和具体机制。我们采用倾向得分匹配(PSM)和广义倾向得分匹配(GPSM)方法,分别解决与代际照料和儿童屏幕暴露行为相关的自我选择偏差问题。
1)代际照料显著增加了农村儿童的屏幕暴露。2)性别偏见增加了代际照料下农村男孩的屏幕暴露风险。3)屏幕暴露水平较高的儿童受代际照料的影响更大,这进一步削弱了父母的监管。4)儿童的屏幕暴露导致久坐时间增加和购买不健康食品的可能性更高,从而加剧肥胖。这一过程通过增强对零食、快餐和饮料的偏好以及削弱对体育活动的偏好而得以促进。5)GPSM分析表明,儿童的屏幕暴露对不健康饮食偏好有倒“U”形影响,对活动偏好有“U”形影响。它导致屏幕暴露对肥胖有非线性的正向影响。本研究揭示了屏幕暴露与肥胖之间的正相关关系,为数字时代的代际照料如何通过农村儿童过度的屏幕时间提高肥胖患病率提供了新的见解。