Skip to main content
. Author manuscript; available in PMC: 2026 May 26.
Published in final edited form as: Maturitas. 2026 Feb 20;207:108884. doi: 10.1016/j.maturitas.2026.108884

Table 2.

Years of education as an effect modifier of the association between age at menopause and cognitive score at baseline and rate of change over time, HRS 2008–2020.

Coefficients (95% Confidence Intervals) p values
Independent effects
Cognitive score at baseline: menopause at 50–55 years (reference group)
 Difference compared to those with menopause <40 years (premature) −0.130 (−0.250, −0.009) 0.035
 Difference compared to those with menopause at 40–44 years (early) −0.081 (−0.155, −0.006) 0.034
 Difference compared to those with menopause at 45–49 years −0.070 (−0.121, −0.019) 0.008
 Difference compared to those with menopause >55 years (late) 0.042 (−0.027, 0.111) 0.234
Years of education 0.077 (0.066, 0.087) <0.001
Time since baseline, SD units/year −0.022 (−0.027, −0.018) <0.001
Interaction effects
Time * years of education 0.0000 (−0.001, 0.001) 0.916
Time * age at menopause (reference: 50–55 years)
 Difference for those with menopause <40 years (premature) 0.0063 (−0.006, 0.019) 0.335
 Difference for those with menopause at 40–44 years (early) −0.0033 (−0.011, 0.004) 0.392
 Difference for those with menopause at 45–49 years 0.0036 (−0.001, 0.009) 0.160
 Difference for those with menopause >55 years (late) −0.010 (−0.017, −0.002) 0.009
Years of education * age at menopause (reference: 50–55 years)
 Difference for those with menopause <40 years (premature) 0.024 (−0.010, 0.059) 0.161
 Difference for those with menopause at 40–44 years (early) 0.006 (−0.016, 0.028) 0.605
 Difference for those with menopause at 45–49 years 0.003 (−0.013, 0.019) 0.739
 Difference for those with menopause >55 years (late) −0.001 (−0.024, 0.023) 0.942
Time * years of education * age at menopause (reference: menopause at 50–55 years with median years of education at 12 years)
 Difference for those with menopause <40 years (premature) and one additional year of education −0.001 (−0.005, 0.002) 0.427
 Difference for those with menopause at 40–44 years (early) and one additional year of education −0.0003 (−0.002, 0.002) 0.796
 Difference for those with menopause at 45–49 years and one additional year of education 0.0002 (−0.001, 0.002) 0.814
 Difference for those with menopause >55 years (late) and one additional year of education 0.004 (0.001, 0.006) 0.003

Note: N = 5,082. Cognition outcome was standardized according to its’ baseline distribution. A multivariable-adjusted mixed-effects linear regression model with random intercepts was used. Covariates were measured at study baseline and included age, race (white, black, or other), marital status (married, separated/divorced, widowed, or never married), total number of biological children, total number of household residents, maximum years of parental education, urbanicity (urban, suburban, or ex-urban residence), quintiles of household assets, quintiles of total annual income (respondent and spouse if married), working for pay, ever smoking, body mass index (BMI) categorized as not overweight or obese (<25.0), overweight (25.0–29.9), and obese (≥30), ever diagnosis of diabetes, and depressive symptoms measured as by the 8-item Center for Epidemiologic Studies Depression (CES-D) scale, as well as interaction terms between years since baseline and each of the following covariates: marital status, urbanicity, smoking, and diabetes.