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. 2021 Oct 6;62(3):425–435. doi: 10.1093/geront/gnab149

Table 4.

Asymmetric Within-Between Random Effects Model of Internet Use and Cognitive Functioning by Living Arrangement

Variables Model 3A: Main effects Model 3B: Moderation effects
Living with othersa Living aloneb Diff Living with othersa Living aloneb Diff
b (SE) b (SE) p b (SE) b (SE) p
Fixed effects
 Intercept 26.54*** (0.72) 25.15*** (1.01) .80 26.51*** (0.72) 25.12*** (1.01) .78
 Internet use: Transition inc 0.32*** (0.07) 0.51*** (0.13) .044 −0.05 (0.13) −0.22 (0.22) .98
  Internet use: Transition inc × Timed 0.15*** (0.03) 0.21*** (0.05) .55
 Internet use: Transition oute −0.37*** (0.08) −0.39** (0.13) .21 0.46*** (0.14) 0.43 (0.24) .36
  Internet use: Transition oute × Timed −0.26*** (0.03) −0.23*** (0.05) .41
 Timed −0.60*** (0.01) −0.78*** (0.02) .000 −0.60*** (0.01) −0.78*** (0.02) .000
Covariates (WP; Level 1)
 Married 0.44*** (0.10) 0.15 (0.23) .23 0.43*** (0.10) 0.15 (0.23) .24
 Household incomef 0.06** (0.02) 0.12*** (0.03) .06 0.06** (0.02) 0.12*** (0.03) .07
 Depressive symptomsg −0.04** (0.01) −0.02 (0.02) .77 −0.04** (0.01) −0.02 (0.02) .77
 Health conditionsh −0.12*** (0.03) −0.09 (0.06) .29 −0.12*** (0.03) −0.09 (0.06) .30
 Activities of daily livingi −0.48*** (0.03) −0.48*** (0.04) .66 −0.47*** (0.03) −0.48*** (0.04) .63
 Self-rated memoryj 0.19*** (0.03) 0.12** (0.04) .020 0.19*** (0.03) 0.12** (0.04) .019
Covariates (BP; Level 2)
 Age at baseline −0.21*** (0.01) −0.21*** (0.01) .56 −0.21*** (0.01) −0.21*** (0.01) .56
 Female 0.79*** (0.06) 1.11*** (0.10) .001 0.79*** (0.06) 1.11*** (0.10) .001
 Minorityk −2.01*** (0.08) −2.23*** (0.12) .25 −2.01*** (0.08) −2.23*** (0.12) .25
 Education (ref. high school graduation)
  Less than high school −2.21*** (0.09) −2.21*** (0.12) .71 −2.21*** (0.09) −2.21*** (0.12) .73
  Some college 0.69*** (0.08) 0.82*** (0.12) .25 0.69*** (0.08) 0.82*** (0.12) .25
  College degree or more 1.59*** (0.08) 1.48*** (0.13) .17 1.59*** (0.08) 1.48*** (0.13) .16
Random effects
 Time variance 0.28*** (0.02) 0.23*** (0.02) 0.28*** (0.02) 0.23*** (0.02)
 Intercept variance 8.21*** (0.17) 9.43*** (0.29) 8.22*** (0.17) 9.43*** (0.29)
 Residual variance 7.60*** (0.08) 8.27*** (0.14) 7.59*** (0.08) 8.26*** (0.14)
 −2 log likelihood 294,182.4 127.241.6 294,116.8 127,215.6

Notes: Diff = living arrangement difference; WP = within-person; BP = between-person. Respondent N = 18,592. Respondent-wave observation N = 78,245. All models adjusted for the between-person differences (Level 2) of time-varying variables.

aLiving arrangement—living with others, respondent-wave observation n = 54,999.

bLiving arrangement—living alone, respondent-wave observation n = 23,290.

cTransitioning from Internet nonuse to Internet use.

dNumber of completed waves.

eTransitioning from Internet use to Internet nonuse.

fLog-transformed sum of all income in a household.

gCount of eight endorsed items from the Center for Epidemiologic Studies—Depression scale.

hCount of eight diagnosed health conditions.

iCount of limitations in five activities of daily living.

jIndividuals’ rating of their memory at the present time, ranging from 0 (poor) to 4 (excellent).

kSelf-identifying as non-Hispanic Black, Hispanic, or non-Hispanic other.

**p < .01, ***p < .001.