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International Journal of
            Population Studies                                             Cognitive functioning and active life engagement



            associated with more likelihood of spending time idling   the social context of rural China and some activities such
            or doing nothing (sedentary time). This implies that the   as  volunteer  work  (which  was  considered  an  important
            higher percentage and intensity among older adults in   indicator of social engagement) were not considered due
            rural China who spent in sedentary time are not caused by   to very low participation rate. Therefore, we were not able
            their limited cognitive functioning, but may due to a lack   to examine the association between functional health and
            of resources in individuals and the region of rural China.   volunteering. In addition, one inevitable limitation of
            According to the IFM model, in addition to functioning   longitudinal research is attrition and the self-selection of
            ability, active life engagement is also constrained by   participants over time. The individuals who dropped out of
            external resources (the World Health Organization, 2001).   the study were more vulnerable than those included in our
            It is highly possible that poor resource in those rural   analyses. The excluded sample may have underestimated
            Chinese older adults make them have few choices, but to   the effect of cognitive functioning on the life engagement
            participate in sedentary time. Another possibility is that   of older parents. Finally, the R square in some of our
            older adults in rural China does not have positive life style   regression models was very low which may be attributed
            due to their low levels of education.              to the miss of some key variables. Those key variables for
                                                               engagement of physical activity and sedentary time should
            5. Strengthens and Limitations
                                                               be explored in future study.
            An important strength of this study is that a 24-h recall
            time diary was used to collect participants’ time-use   6. Conclusions
            on all types of activities, which was considered to be   This study shows the overall low levels of active life
            more  precise  and  accurate  than  the  questions  on  time   engagement among older adults in rural China. Cognitive
            spent collected from general social surveys or stylized   functioning and its decline impact the pattern of active life
            retrospective studies (Brenner, 2011; Sabbath, Matz-Costa,   engagement among older people in rural China, which
            Rowe,  et al., 2016; Ver Ploeg, Altonji, Bradburn,  et al.,   suggests that the active life engagement of older adults was
            2000). In addition, the data used in this study come from   limited by their declining cognitive functioning. However,
            a seven-wave longitudinal survey which has overall high   their associations with different types of activities were less
            participation level (over 95% responded to the survey)   consistent. The findings of this study suggest the need for
            and low rate of lost follow-up (<8%). Our cohort study   increasing awareness of the influence of cognition on daily
            with the latest two-wave data allowed us to examine the   activities. The early detection of cognitive impairment
            association between changes of functional health and life   presents a good opportunity for interventions to maintain
            engagement. Furthermore, because the baseline functional   older adults’ cognitive functioning in rural China. Given
            ability was measured before the collection of the study   that active life engagement is critical to improve healthy
            outcomes, this survey data enables us to examine whether
            cognitive functioning could predict older adults’ active life   life expectancy and the quality of life in older adults, it
            engagement in later time.                          is  important  to  increase  their  positive  engagement.  For
                                                               example, we did not find the effect of cognitive functioning
              However, we need to acknowledge several limitations   on sedentary time. Future programs in rural China need
            in this study. First, functional health status is very likely   to enrich the daily activities based on their cognitive
            to be both a precursor and a product of healthy time-use,   functioning among older adults.
            creating a cycle of advantage or disadvantage (Aartsen,
            Smits, Van Tilburg, et al., 2002; Schooler and Mulatu, 2001).   Funding
            The present study only examined the impacts of functional   This work was supported by the Major Project of National
            status at baseline and its decline on life engagements in   Social Science Foundation of China (21ZDA103).
            follow-up by controlling the baseline time-use. We will
            examine the potential reciprocal relationship between   Conflicts of Interest
            functional  health  and  life  engagement  in  the  future.
            Future research should also explore the causal relationship   The Author(s) declare(s) that there is no conflicts of
            between cognitive decline trajectories and time-use pattern.   interest.
            A second limitation stems from the fact that our data come   Authors’ Contributions
            from a well-defined area of central China, which is thought
            to largely reflect the social and cultural conditions of poor   All authors participated in (a) the study conception and
            rural areas. The study findings may not be generalizable to   design, or the analysis and interpretation of data, (b) the
            older adults in other rural areas of China. A third limitation   drafting of the article or its critical revision for important
            is that the six categories of activities are grouped based on   intellectual content, and/or (c) approval of the version to


            Volume 8 Issue 1 (2022)                         56                    https://doi.org/10.36922/ijps.v8i1.1301
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