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Exposure to urban life and mortality risk among older adults in China

                                       born in urban areas tend to have better cognitive function and self-rated health than
                                       those born in rural areas (Wen and Gu, 2011; Zeng, Gu and Land, 2007; Zhang, Gu
                                       and Hayward, 2010). More recent studies examined whether changes in urban-rural
                                       residential status affect later health conditions. Xu et al. (2017), for example, showed
                                       that those who were born in rural areas and urbanized later in the life course had better
                                       cognitive function compared to lifetime rural dwellers.
                                         However, much of the existing literature only focuses on residential status at
                                       birth and/or at present, limiting the ability to capture more complete dynamics of
                                       urban life exposure among older adults. This issue is particularly important for the
                                       current cohorts of older adults in China who have been through a drastic historical
                                       transformation associated with complicated experiences of urban life. In particular,
                                       social welfare systems for older adults, important macro-level conditions that could
                                       affect health in late life (Zeng, Gu, Purser, et al., 2010), have gone through significant
                                       transformation in China (Cai and Du, 2015). After the establishment of communist
                                       China in 1949, the social service system for older adults was gradually established to
                                       complement the long tradition of family-based caregiving (Zhang, 2007). Although
                                       there have been occasional interruptions, this trend toward government-based social
                                       welfare has maintained and greatly speeded up in recent years. For example, in 2009
                                       China launched a healthcare reform aiming for universal healthcare coverage by
                                       2020 (Yip, Hsiao, Chen, et al., 2012). In the meantime, China unveiled the New-style
                                       Urbanization Plan (2014–2020) in an effort to steer the country’s urbanization onto
                                       a more human-centered and environmentally friendly path (China Government Net,
                                       2014). All of these macro-level contexts and changes have shaped and will continue
                                       to shape experiences of urban life for current cohorts of older adults (Xu, Dupre, Gu,
                                       et al., 2017). These complex trajectories justify more refined models to describe and
                                       interpret urban life exposure among older adults in China.
                                         In this study, we propose to introduce lifetime occupation,an important but under-
                                       studied aspect of urban exposure in mid-life, to better investigate the association of
                                       urban life exposure with health outcomes among older adults in China. Urban-based
                                       occupations, in contrast to agricultural or related activities in rural areas, normally
                                       indicate higher socioeconomic statuses and advantaged life experiences, which may
                                       have critical implications for health status and health care consumption (Sorensen,
                                       1996; Wen and Gu, 2011). We also propose to emphasize the role of migration, which
                                       is rarely investigated for the Chinese in this field (e.g., Xu, Dupre, Gu, et al., 2017).
                                       Older adults are increasingly mobile in the context of China’s rapid urbanization
                                       (National Health and Family Planning Commission, 2016), so incorporation of rural-
                                       to-urban migration in urban life exposure analysis could have important implications.
                                       While some older adults move to cities with their children, permanently or temporarily,
                                       to provide care for grandchildren and households, others are still economically active
                                       in the labor market, seeking jobs in the urban areas (National Health and Family
                                       Planning Commission, 2016). All these issues suggest that adding occupation and
                                       migration information would better reflect life course urban exposure and provide
                                       some insights into its association with health or mortality at later ages.
                                         Below we briefly review some selected theories that could be used to explain the
                                       association between exposure to urban context and health or mortality. We also provide
                                       a brief background on the institutional difference between urban and rural China,
                                       urbanization process in China, and research on health of rural-to-urban migrants.
                                       Section 2 presents data sources, measurements, and statistical modeling. Section 3
                                       presents major results, followed by Section 4: Discussion and Conclusions.

                                       1.1  Literature Review
                                       Living in an urban area is a critical social determinant of health (Zimmer, Wen and
                                       Kaneda, 2010) that is frequently used as an indicator of socioeconomic status in
                                       addition to geographical location and surrounding environment (e.g., Zhu and Xie,
                                       2007). This is particularly true for developing countries because urban areas in these
                                       societies often have better infrastructure, sanitation, healthcare, income, and social

            2                                   International Journal of Population Studies   2017, Volume 3, Issue 1
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