| Literature DB >> 35353850 |
Charikleia Lampraki1,2, Adar Hoffman1,2, Angélique Roquet1, Daniela S Jopp1,2.
Abstract
In early pandemic waves, when vaccination against COVID-19 was not yet an option, distancing and reduced social contact were the most effective measures to slow down the pandemic. Changes in frequency and forms of social contact have reduced the spread of the COVID-19 virus and thus saved lives, yet there is increasing evidence for negative side effects such as mental health issues. In the present study, we investigate the development of loneliness and its predictors to examine the role of changes in social networks due to social distancing and other COVID-19-related life changes. A total of 737 participants (age range = 18-81 years) completed an online survey in three waves during the last quarter of 2020 at one-month intervals. Latent growth and multilevel modeling revealed that emotional loneliness increased over time, while social loneliness remained stable. Moreover, socially lonely individuals were likely to also develop emotional loneliness over time. Increased social distancing and sanitary measures were accompanied by decreased social interactions and loss of individuals considered SOS contacts and confidants. Changes in specific social network indicators were differentially associated with changes in emotional vs social loneliness: Loss of friends considered confidants was associated with increasing emotional loneliness, whereas loss of friends considered SOS contacts and reduced overall social interactions were related to increasing social loneliness. Lastly, individuals with more family-and-friend SOS contacts, more friends as confidants and an overall higher number of social interactions were more protected from feeling socially or emotionally lonely. Study findings enhance the understanding of underlying mechanisms differentially contributing to social and emotional loneliness and offer practical suggestions to reduce mental-health side effects of social distancing.Entities:
Mesh:
Year: 2022 PMID: 35353850 PMCID: PMC8967032 DOI: 10.1371/journal.pone.0265900
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Descriptive of study variables per study wave.
| Wave 1 ( | Wave 2 ( | Wave 3 ( | Difference Test | |
|---|---|---|---|---|
|
| ||||
| Age | 31.58 (13.80) | - | - | - |
| Sex (1 = women) | 66.3 | - | - | - |
| Married (1 = yes) | 19.1 | - | - | - |
| Living alone (1 = yes) | 12.3 | - | - | - |
| Education years | 13.25 (2.73) | - | - | - |
| Financial adequacy | 2.03 (0.62) | - | - | - |
| Student (1 = yes) | 53.4 | - | - | - |
| Employed (1 = yes) | 37.2 | - | - | - |
| Subjective health | 4.11 (0.74) | 4.04 (0.78) | 3.98 (0.76) | 6.53 |
| Social distancing measures | 2.12 (0.58) | 2.49 (0.54) | 2.49 (0.54) | 165.30 |
| Sanitary measures | 2.48 (0.40) | 2.64 (0.40) | 2.61 (0.38) | 42.26 |
| Social media | 1.03 (0.96) | 1.04 (0.98) | 1.07 (0.98) | 0.55 |
| Traditional communication | 2.83 (0.96) | 2.80 (0.95) | 2.83 (0.96) | 0.53 |
| Video communication | 1.50 (1.45) | 1.72 (1.44) | 1.86 (1.48) | 16.25 |
| N. relatives in contact | 3.50 (1.01) | 3.32 (0.95) | 3.15 (1.04) | 35.26 |
| N. relatives as confidant | 2.34 (1.26) | 2.32 (1.19) | 2.30 (1.16) | 0.13 |
| N. relatives as SOS contact | 2.68 (1.22) | 2.64 (1.13) | 2.54 (1.06) | 7.22** |
| N. friends in contact | 3.85 (1.15) | 3.52 (1.20) | 3.32 (1.22) | 56.20 |
| N. friends as confidant | 3.03 (1.21) | 2.88 (1.19) | 2.76 (1.17) | 19.97 |
| N. friends as SOS contact | 2.85 (1.17) | 2.78 (1.18) | 2.77 (1.16) | 2.39 |
| Frequency of interactions | 2.32 (0.73) | 2.15 (0.77) | 2.10 (0.77) | 34.38 |
| Social loneliness | 1.99 (0.91) | 2.00 (0.91) | 1.97 (0.91) | 0.87 |
| Emotional loneliness | 1.97 (0.93) | 2.03 (0.95) | 2.08 (1.02) | 6.59 |
Note: N. = Number of.
+p < .10
*p < .05
**p < .01
***p < .001.
Correlations between study variables at study wave 1 (N = 737).
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. Age | 1 | ||||||||||||||||||||||
| 2. Gender | -.10 | 1 | |||||||||||||||||||||
| 3. Married (1 = yes) | .64 | -.05 | 1 | ||||||||||||||||||||
| 4. Living alone (1 = yes) | .01 | -.09 | -.18 | 1 | |||||||||||||||||||
| 5. Education years | .30 | -.16 | .18 | .06 | 1 | ||||||||||||||||||
| 6. Financial Adequacy | .13 | -.16 | .16 | .01 | .25 | 1 | |||||||||||||||||
| 7. Student (1 = yes) | -.61 | .20 | -.42 | -.08 | -.48 | -.22 | 1 | ||||||||||||||||
| 8. Employed (1 = yes) | .43 | -.21 | .32 | .09 | .41 | .22 | -.83 | 1 | |||||||||||||||
| 9. Subjective health | -.06 | -.13 | -.06 | -.07+ | .03 | .18 | .05 | .01 | 1 | ||||||||||||||
| 10. Social distancing measures | .26 | .03 | .25 | -.09 | .13 | .04 | -.14 | .07 | -.10 | 1 | |||||||||||||
| 11. Sanitary measures | .19 | .16 | .18 | -.03 | .10 | -.02 | -.06 | .01 | -.07+ | .51 | 1 | ||||||||||||
| 12. Social media | -.16 | -.02 | -.17 | .04 | -.06 | -.03 | .09 | -.06 | -.01 | -.07 | .001 | 1 | |||||||||||
| 13. Traditional communication | .07 | -.05 | .05 | .07 | .21 | .10 | -.10 | .17 | .04 | .004 | .02 | .16 | 1 | ||||||||||
| 14. Video communication | -.26 | .06 | -.14 | -.05 | -.01 | -.03 | .38 | -.29 | .08 | .02 | -.003 | .13 | .21 | 1 | |||||||||
| 15. N. relatives in contact | .02 | .08 | .07 | -.02 | -.03 | .11 | -.01 | .03 | .07 | -.01 | .02 | -.04 | .07 | -.06 | 1 | ||||||||
| 16. N. relatives as confidant | .12 | .03 | .11 | -.08 | .08 | .11 | -.12 | .14 | .11 | -.001 | .04 | -.02 | .13 | -.06 | .47 | 1 | |||||||
| 17. N. relatives as SOS contact | .14 | .03 | .15 | -.09 | .04 | .15 | -.11 | .12** | .18 | .01 | .01 | -.03 | .11 | -.03 | .47 | .65 | 1 | ||||||
| 18. N. friends in contact | -.37 | .10 | -.28 | .06 | -.12 | .01 | .30 | -.23 | .21 | -.22 | -.11 | -.04 | .04 | .08* | .26 | .14 | .10 | 1 | |||||
| 19. N. friends as confidant | -.29 | .08 | -.26 | .03 | .01 | .05 | .23 | -.12 | .15 | -.22 | -.15 | .04 | .07 | .11 | .16 | .32 | .22 | .61 | 1 | ||||
| 20. N. friends as SOS contact | -.18 | .08 | -.17 | -.06 | .02 | .07 | .14 | -.05 | .21 | -.18 | -.05 | .01 | .12 | .12 | .21 | .35 | .42 | .50 | .70 | 1 | |||
| 21. Frequency of interactions | -.17 | .05 | -.09* | -.001 | -.03 | .10 | .11 | .06 | .10 | -.12 | .0001 | .01 | .21 | .12 | .16 | .13 | .11 | .27 | .27 | .28 | 1 | ||
| 22. Emotional loneliness | -.11 | .06 | -.12 | .14 | -.09 | -.14 | .10 | -.17 | -.36 | .08 | .02 | .11 | -.10 | .08 | -.20 | -.29 | -.35 | -.16 | -.22 | -.35 | -.17 | 1 | |
| 23. Social loneliness | .13 | -.06 | .10 | .08 | .07 | -.11 | -.10 | .02 | -.26 | .14 | .05 | .05 | -.08 | -.01 | -.21 | -.30 | -.33 | -.32 | -.43 | -.53 | -.28 | .56 | 1 |
Notes: N. = Number of.
+p < .10
*p < .05
**p < .01
***p < .001.
Fig 1Mean levels of social and emotional loneliness across time.
Model parameters of the bivariate latent growth model of social and emotional loneliness.
| Intercept | Slope | Intercept–Slope Correlation | |||
|---|---|---|---|---|---|
|
|
|
|
|
| |
| Social loneliness | 1.99 | .63 | -.001 | .04 | -.03 |
| Emotional loneliness | 1.97 | .62 | .06 | .05 | .004 |
Note
*p < .05
***p < .001.
Fig 2Cross-lagged correlations between intercepts and slopes of social and emotional loneliness in the bivariate LGM.
Multilevel models with fixed and random effects of between- and within-subject covariates of emotional and social loneliness (N = 737).
| Social Loneliness | Emotional Loneliness | |||
|---|---|---|---|---|
|
|
|
|
| |
|
| ||||
| Age | .0002 | .003 | -.01 | .003 |
| Living alone (0 = no) | -.07 | .08 | -.25 | .09 |
| Subjective health | -.13 | .04 | -.38 | .05 |
| Education years | .03 | .01 | .02 | .01 |
| Social distancing measures | .09 | .07 | .13 | .08 |
| Sanitary measures | -.12 | .10 | -.19 | .11 |
| Social media | .05 | .03 | .11 | .03 |
| Traditional communication | -.03 | .03 | -.06 | .04 |
| Video communication | .03 | .02 | .04 | .03 |
| N. relatives in contact | .04 | .04 | .02 | .05 |
| N. relatives as confidant | -.02 | .04 | .03 | .04 |
| N. relatives as SOS contact | -.14 | .04 | -.19 | .05 |
| N. friends in contact | -.01 | .04 | -.01 | .04 |
| N. friends as confidant | -.14 | .05 | .06 | .06 |
| N. friends as SOS contact | -.26 | .05 | -.24 | .05 |
| Frequency of interactions | -.16 | .04 | -.09 | .05 |
|
| ||||
| Time | -.04 | .02 | .03 | .02 |
| Subjective health | -.10 | .03 | -.15 | .03 |
| N. relatives in contact | -.04 | .02 | -.01 | .02 |
| N. relatives as confidant | -.04 | .03 | -.03 | .03 |
| N. relatives as SOS contact | -.02 | .03 | -.02 | .03 |
| N. friends in contact | -.01 | .02 | -.002 | .02 |
| N. friends as confidant | .01 | .03 | -.06 | .03 |
| N. friends as SOS contact | -.07 | .03 | .02 | .03 |
| Frequency of interactions | -.09 | .03 | -.04 | .03 |
|
| ||||
| Residual variance | .22 | .01 | .23 | .01 |
| Intercept | .27 | .02 | .39 | .03 |
| Slope (Frequency of interactions) | .03 | .02 | - | - |
| Slope (N. friends as confidant) | - | - | .05 | .02 |
| Covariance intercept | -.05 | .02 | -.01 | .02 |
| -2 log likelihood (df) | 3250.78 (35) | 3536.73 (35) | ||
| AIC | 3320.78 | 3606.73 | ||
| ρ | .55 | .63 | ||
Notes: N. = Number of. df = degrees of freedom. AIC = Akaike Information Criterion. ρ = Intraclass Correlation Coefficient. Unstandardized estimates and standard errors are presented. Background variables with non-significant effects included (for details see extended table in appendix): Sex, Marital Status, Financial Adequacy, Student, Employed.
+p < .10
*p < .05
**p < .01
***p < .001.