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. 2024 Feb 9;19(2):e0296423. doi: 10.1371/journal.pone.0296423

Table 5. Post-hoc analysis: Structural equation model coefficients (weak invariance model).

DV: Loneliness during lockdown
Category Variable ß SE
Social media Change in use of SM (T2 –T1) .078 * .044
usage Baseline use of SM (T1) .072 * .039
Other interaction Change in F2F communication (T2 –T0) -.112 ** .016
channels Baseline F2F communication (T1) -.077 * .019
Change VC communication (T2 –T0) -.003 .031
Baseline VC communication (T1) .012 .037
Other media Change in use of other media (T2 –T1) .017 .009
consumption Baseline use of other media (T1) .024 .009
Controls Personal COVID-19 restraints (T2) .213 ** .028
Work-life COVID-19 restraints (T2) -.018 .081
Conscientiousness (T2) -.034 .033
Agreeableness (T2) .060 * .024
Extraversion (T2) .031 .027
Neuroticism (T2) .093 ** .026
Openness (T2) -.054 * .025
Age (T0) -.076 * .044
Female (T0) .017 .077
Educational attainment (T0) -.022 .057
Unemployed (T2) .014 .167
Retired (T2) .071 * .120
Living alone (T2) .035 .089
Social media confidence (T2) -.022 .025
Loneliness (pre-lockdown) (T1) .616 ** .033
Interactions Change in use of SM x .003 .010
Change in F2F communication
Change in use of SM x -.088 ** .018
Change in VC communication

Note. R2 = .600. ß = standardized coefficient; SE = standard error; SM = social media; F2F = face-to-face; VC = video chat. Number of observations: 825

*p < .05

** p < .01 (two tailed)