“…between risk factors and cognitive decline and try to establish directional relationships (e.g., Boss et al, 2015). Follow-up periods for all 12 longitudinal studies ranged from 3 (Zhou et al, 2019;Hajek et al, 2020) to 11 years (Luchetti et al, 2020). All studies reported findings from participants enrolled in large, population-based studies, being these the Survey of Health, Ageing and Retirement in Europe (SHARE; Luchetti et al, 2020), the English Longitudinal Study of Ageing (ELSA; Yin et al, 2019;Read et al, 2020), the Cognitive Function and Ageing Study-Wales (CFAS-Wales; Evans et al, 2018), the Cambridge City over-75s Cohort Study (CC75C; Wang et al, 2020), the Irish Longitudinal Study of Ageing (TILDA;McHugh Power et al, 2019, 2020, the Collaborative Research on Ageing in Europe study in Europe (COURAGE; Lara et al, 2019), the Health and Retirement Study (HRS; Griffin et al, 2020), the Chinese Longitudinal Healthy Longevity Survey (CLHLS; Zhou et al, 2019), the China Health and Retirement Longitudinal Study (CHARLS; Yu et al, 2020) and the German Ageing Survey (DEAS; Hajek et al, 2020).…”