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



            mediators, including educational attainment, attained   adults in the UK Biobank study, Maharani  et al. found
            social class, and health behaviors in adulthood. A further   that being born in the UK, not breastfeeding, maternal
            mediation analysis found that the association between   smoking, and birth weight outside of a normal range was
            intelligence and frailty was mediated through educational   associated with lower educational attainment, which, in
            achievement, highlighting the benefits of lifelong learning   turn, led to a higher level of frailty (Maharani et al., 2023).
            and cognitive engagement for maintaining physical health   Several studies explored the mechanisms underlying
            in later life.                                     the connection between low educational attainment and

            3.2. Social factors                                high risk of frailty and have identified mediators from
                                                               different dimensions. Maharani et al. (2023) examined the
            Educational attainment and socioeconomic conditions in   role of material, biomedical, behavioral, social, and mental
            childhood have been well-documented as key contributors   factors in the relationship between education and frailty.
            to frailty in old age. Research conducted in developed and   Income,  self-efficacy,  obesity,  cognitive  function,  and
            developing countries and areas consistently suggests that   chronic conditions were the most important mediators.
            individuals with lower educational attainment and those   Using data from 14,082 community-dwelling persons
            who grew up in disadvantaged socioeconomic conditions   from 11 European countries, Etman  et al. (2015) found
            are more susceptible to frailty.                   that alcohol consumption, social participation, depression,

            3.2.1. Education                                   and chronic conditions collectively accounted for the
                                                               different frailty levels caused by educational inequalities.
            Studies have consistently shown a negative association   These findings underscore the multifaceted impact of
            between education attainment and frailty, suggesting that   educational attainment on the development of frailty,
            lack of education could amplify the risk of developing frailty   revealing a complex interplay of lifestyle, psychosocial, and
            over life. Alvarado et al. (2008) examined the association   health-related factors.
            between education and frailty using data from a cross-
            national survey of older adults living in five large Latin   3.2.2. Parental education
            American cities (Bridgetown, Barbados; Sao Paulo, Brazil;   The importance of maternal and paternal education
            Santiago, Chile; Havana, Cuba; and Mexico City, Mexico).    for childhood growth has been well established. Few
            Individuals with no schooling (i.e., people who have never   studies have considered the role of maternal and paternal
            received any forms of formal education, participants who   education in developing frailty in old age. Using data from
            cannot read or write) had an increased odds of frailty later   6806 individuals aged 60 years or older collected from the
            in life than those with more than 12 years of schooling,   China Health and Retirement Longitudinal Study, Li et al.
            with odds ratios (ORs) ranging from 1.39 to 3.03. Studies   (2020)  found that  individuals  whose  paternal  education
            focusing on European populations showed similar findings.   was literate were 26% less likely to be frail than those
            Soler-Vila  et al. (2016) analyzed data from a cohort of   whose fathers were illiterate. A  subsequent study of the
            1857 community-dwelling individuals aged 60 and above.   same data set, assessing frailty using the Frailty Index,
            They discovered that older women with primary or lower   reported similar findings (Yan et al., 2022). Interestingly,
            education had about 3 times the likelihood of being frail   maternal education was not related to frailty among
            compared to those with a university education. Similarly,   older Chinese adults. Caution should be exercised when
            Herr et al. (2015) found that having ten or fewer years of   interpreting these findings as the study observed that over
            schooling was associated with 45% higher odds of being   95% of participants’ mothers had no formal education;
            frail in a cohort of 2350 French adults aged 70 years or   hence, maternal education might not adequately reflect
            above. Bai  et al. (2023) observed comparable results   this cohort’s socioeconomic conditions during the early
            regarding the association between lower education levels   stages of life.
            and an increased risk of frailty, after analyzing data from
            the UK and Sweden. More recently, Li et al. (2020) found   3.2.3. Socioeconomic conditions
            a nearly dose-response correlation between education   Socioeconomic disadvantage in childhood has been
            and frailty: older Chinese adults with a primary school,   consistently linked to an increased risk of frailty in
            middle school, and high school or higher education had a   adulthood. Researchers have used several parameters to
            36%, 59%, and 77% reduced probability of becoming frail,   assess socioeconomic conditions of the children, such as
            respectively, than the illiterate ones.            the father’s social class, occupation class, and household
              In addition to directly affecting frailty, education is a   income, and examined its role in shaping the development
            mediator between factors in earlier life stages and frailty.   of frailty in old age. Gale et al. (2016) found that a lower
            Using data from over half a million middle-aged and older   father’s social class was associated with a higher risk of


            Volume 11 Issue 1 (2025)                        19                        https://doi.org/10.36922/ijps.1982
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