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International Journal of
            Population Studies                                                 A review on early-life determinants of frailty



            between risk factors in early-life stages and frailty in old   Funding
            age using more rigorous study designs and more advanced
            analytic approaches. This endeavor is critically essential to   This study was supported by the Kunshan Municipal
            corroborate their causal relationships and, in turn, leads to   Government Fund.
            effective interventions. Fourth, frailty is a dynamic process   Conflict of interest
            instead of a static state; transitions between frailty states
            over time are frequent among older adults (Gill et al., 2006;   The authors declare that they have no competing interests.
            Mendonça et al., 2020; Walsh et al., 2023). Most, if not all,   Author contributions
            studies focused on the association between early-life risk
            factors and the onset of frailty. Whether and how early-life   Conceptualization: Chenkai Wu, Jirong Yue
            circumstances contribute to the transition and progression   Visualization: Mengyao Wang, Xuchao Peng
            of frailty is largely unknown. More efforts should be
            devoted to understanding their roles in frailty transitions,   Writing — original draft: Hua Liu, Mengyao Wang
            especially progression to death among the frail individuals.  Writing — review & editing: All authors
              While this review offers significant insights into the   Ethics approval and consent to participate
            early-life determinants of frailty, several limitations must
            be acknowledged. First, most studies rely on retrospective   Not applicable.
            self-reports, which are prone to recall bias and inaccuracies.
            Second, there is a predominance of studies conducted in   Consent for publication
            developed countries, potentially limiting the generalizability   Not applicable.
            of findings to low- and middle-income regions. Third, the
            complexity and interconnectedness of various risk factors   Availability of data
            often  needed  to  be  fully  addressed,  necessitating  more   All data are secondary data from publicly available data
            comprehensive and integrative methodologies. In addition,   sources.
            most of the research focuses on the onset of frailty, with a
            limited investigation into how early-life factors influence   References
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                                                                  https://doi.org/10.1016/j.arr.2015.12.003
            Acknowledgments
                                                               Cigolle, C.T., Ofstedal, M.B., Tian, Z., & Blaum, C.S. (2009).
            None.                                                 Comparing models of frailty: The health and retirement


            Volume 11 Issue 1 (2025)                        22                        https://doi.org/10.36922/ijps.1982
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