Business School, Shandong University, Weihai, China.
HSBC Business School, Peking University, Shenzhen, China.
Front Public Health. 2023 Mar 10;11:1033157. doi: 10.3389/fpubh.2023.1033157. eCollection 2023.
This paper uses a nationally representative and large-scale dataset from China to empirically examine the relationship between exercise participation and happiness. To address the problem of reverse causality between the two factors, the instrumental variable (IV) approach is used to deal with endogeneity to some extent. It is demonstrated that higher frequencies of exercise participation are positively related to happiness. Findings also demonstrate that physical exercise could significantly decrease depressive disorders, improves self-rated health conditions and reduces the frequency of health problems affecting people's work and life. At the same time, all of above health factors significantly influence subjective wellbeing. When these health variables are included in regressions, the correlation between exercise participation and happiness declines. This confirms that physical activity helps to improve happiness by enhancing mental and overall health conditions. In addition, results show that physical activities are more prominently related to happiness for male, older and unmarried individuals and those living in rural areas, lacking social security and with higher levels of depression as well as lower socioeconomic status. Furthermore, a series of robustness checks are carried out and exercise participation's positive role in improving happiness is further confirmed using different happiness measures and instrumental variables, various IV models, as well as penalized machine learning methods and placebo tests. With the increasing emphasis of improving happiness as an important goal in the global public health policy, findings of this paper have important policy implications for enhancing subjective wellbeing.
本文使用来自中国的具有全国代表性和大规模的数据集,从实证角度考察了锻炼参与度与幸福感之间的关系。为了解决这两个因素之间的反向因果问题,本文采用工具变量(IV)方法在一定程度上处理了内生性。研究结果表明,较高的锻炼参与频率与幸福感呈正相关。研究还发现,体育锻炼可以显著降低抑郁障碍,改善自评健康状况,并减少影响人们工作和生活的健康问题的发生频率。同时,所有这些健康因素都显著影响主观幸福感。当将这些健康变量纳入回归分析中时,锻炼参与度与幸福感之间的相关性下降。这证实了体育活动通过改善心理健康和整体健康状况有助于提高幸福感。此外,研究结果表明,对于男性、年龄较大、未婚的个体以及农村地区的居民、缺乏社会保障、抑郁程度较高、社会经济地位较低的个体,体育活动与幸福感的关系更为显著。此外,本文还进行了一系列稳健性检验,使用不同的幸福感衡量标准和工具变量、各种 IV 模型以及惩罚机器学习方法和安慰剂检验,进一步证实了锻炼参与度对提高幸福感的积极作用。随着将提高幸福感作为全球公共卫生政策的一个重要目标的重视程度不断提高,本文的研究结果对增强主观幸福感具有重要的政策意义。