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Gu D, Feng Q, Sautter JM and Qiu L

                                       welfare systems compared to rural areas. The following three selected theoretical
                                       approaches could be used to explain the association between urban life exposure and
                                       health/mortality at older ages.
                                       1.1.1  Socio-Ecological Theory

                                       The socio-ecological model argues that contextual factors play a vital role in a wide
                                       range of individual outcomes (e.g., Kawachi and Berkman, 2000; Wen, Hawkley
                                       and Cacioppo, 2006; Zimmer, Wen and Kaneda, 2010). These contextual factors
                                       include physical environments, such as natural and built environments, and social
                                       environments consisting of socioeconomic status, social support, social networks,
                                       social cohesion, social capital, culture, and so forth (Engel, Chudyk, Ashe, et al.,
                                       2016).
                                         Socio-ecological theory conceptualizes urban life exposure as an experience of
                                       living in an urban physical environment. For example, one study using data from
                                       Beijing, China showed that advantages in life expectancy and functional independence
                                       among older urban residents were largely attributable to differences in resources and
                                       health insurance coverage (Zimmer, Wen and Kaneda, 2010). Another China-based
                                       study reported that the nature of daily life activities and surrounding environments in
                                       rural settings contributed to rural residents being more likely than urban residents to do
                                       physical activities (Zhu, Chi and Sun, 2016).
                                         Empirical evidence also suggests that distinct social environments in rural and
                                       urban areas may influence health. For example, urban residents are less helpful
                                       toward strangers and their social networks contain fewer kin compared to people in
                                       rural settings (Yang and Zeng, 2016). These characteristics of urban and rural social
                                       networks could lead to differences in interpersonal relationships, which may better
                                       buffer psychological distress among rural residents. Culture is another important
                                       component of social environment that plays a pivotal role in shaping individual
                                       attitudes and health behaviors (Grossmann, Karasawa, Kan, et al., 2014; Jopp,
                                       Wozniak, Damarin, et al., 2015; Löckenhoff, De Fruyt, Terracciano, et al., 2009), and
                                       in turn influences psychological and physiological well-being (Baum, 2017). Because
                                       rural areas are more likely to retain traditional culture than urban areas (Hu and Scott,
                                       2016), rural residents may follow different attitudinal and behavioral norms. For
                                       example, due to traditional norms of filial piety and family care, Chinese rural older
                                       adults with physical limitation are less likely than their urban counterparts to report
                                       dependency in daily life (Purser, Feng, Zeng, et al., 2012).

                                       1.1.2  Life Course Approach
                                       The life course approach investigates how environmental exposures and conditions
                                       in earlier life stages affect health and wellbeing at later ages (Ben-Shlomo and Kuh,
                                       2002; Cable, 2014; Eriksson, 2005; Hallqvist, Lynch, Bartley, et al., 2004; Lynch and
                                       Smith, 2005). It consists of three main conceptual models: the critical (or sensitive)
                                       period model, the cumulative risk model, and the social mobility model (Hallqvist
                                       Lynch, Bartley, et al., 2004). The critical period model emphasizes the importance
                                       of timing, with the effect of exposures or conditions being stronger during certain
                                       sensitive life course periods compared to other periods. The cumulative risk model
                                       highlights the direct and indirect effects of early-life exposures accumulated over
                                       time throughout the life course. The social mobility model focuses on trajectories of
                                       exposures or conditions in early-life, mid-life, and late-life; specifically, it argues that
                                       there would be a compensation effect if a person moved from a disadvantaged status in
                                       earlier life to an advantaged status in later life (upward mobility) and that there would
                                       be a penalty effect if a person moved from a higher status to a lower status in the life
                                       course. For example, Wen and Gu (2011) showed that upward mobility (measured by
                                       a transition from a lower socioeconomic status in early-life to a better socioeconomic
                                       status in mid-life) is associated with lower mortality and lower risk of cognitive
                                       impairment compared to persistently low social status among Chinese older adults. A
                                       U.S. study also reached a similar conclusion (Luo and Waite, 2005).

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