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. 2026 Sep 22;10:e95955. doi: 10.2196/95955

Table 4.

Comparison of differences in covariates assessed at baseline in 2004 across the 3 latent classes of loneliness trajectories over 10 years. Class 1 (high increasing loneliness), class 2 (intermediate stable loneliness), and class 3 (low stable loneliness).

Variable Class 1 high increasing (n=51) Class 2 intermediate stable (n=162) Class 3 low stable (n=279) Statistical test of loneliness longitudinal class differences P value
Daily digital use Q5a, n (%) 4 (7.84) 40 (24.69) 120 (43.01) 31.68 (2)b <.001
Female, n (%) 40 (78.18) 111 (68.39) 150 (53.90) 17.10 (2)b <.001
Waves participation, mean (SD) 4.11 (0.90) 4.25 (0.86) 4.41 (0.82) 3.84 (2, 489)c .02
Live alone Q5, n (%) 29 (56.86) 60 (37.04) 45 (16.13) 47.81 (2)b <.001
Live alone Q9d, n (%) 41 (79.41) 87 (53.72) 69 (24.89) 54.00 (2)b <.001
Age at Q5, mean (SD) 73.25 (10.54) 68.02 (9.87) 64.48 (8.52) 22.64 (2, 489)c <.001
Age range at Q5 (years) 45-92 46–89 45-86 —e —
ISCEDf, mean (SD) 2.11 (1.61) 2.40 (1.76) 2.67 (1.71) 3.08 (2, 489)c .04
SRHg at Q5, mean (SD) 2.43 (0.57) 2.49 (0.56) 2.68 (0.49) 9.40 (2, 489)c <.001
CES-Dh at Q5, mean (SD) 40.18 (6.17) 36.72 (6.36) 33.03 (5.11) 45.72 (2, 489)c <.001
Openness at Q5, mean (SD) 18.74 (3.77) 18.14 (4.11) 17.76 (3.80) 1.97 (2, 489)c .14
Extraversion at Q5, mean (SD) 4.78 (1.95) 4.80 (2.31) 5.56 (2.16) 7.43 (2, 489)c <.001
Social support at Q5, mean (SD) 9.56 (3.40) 10.30 (2.71) 11.28 (1.75) 16.86 (2, 489)c <.001

aQ5: questionnaire wave 5.

bChi-square (df) value.

cF test (df) value.

dQ9: questionnaire wave 9.

eNot applicable.

fISCED: International Standard Classification of Education.

gSRH: self-rated health.

hCES-D: Center for Epidemiological Studies Depression scale.