| Literature DB >> 35239056 |
Jinni Su1, Isobel Conroy2, Angel Trevino2, Yao Zheng3, Sally I-Chun Kuo4.
Abstract
Transitioning to college during the novel coronavirus disease 2019 (COVID-19) pandemic may increase risk for alcohol use and mental health problems. We examined how COVID-19 related stressors and parent-child relationships are independently and interactively associated with alcohol use and mental health profiles in a sample of first-year college students (N = 425, 34.8% Hispanic/Latinx; 74.9% female) who completed an online survey in October 2020. Latent profile analysis identified four profiles: well-adjusted (53.2%), mental health problems only (21.6%), alcohol use only (17.4%), and comorbid (7.8%). COVID-19 related stressful events increased risk of being in the alcohol use only and comorbid profiles, whereas COVID-19 related worries increased risk of being in the mental health problems only profile. Parent-child relationship quality lowered risk of being in the mental health problems only and the comorbid profiles. In addition, parent-child relationship quality moderated the role of COVID-19 related worries such that COVID-19 related worries were associated with lower odds of being in the comorbid profile when parent-child relationship quality was high but not when parent-child relationship quality was low. Strengthening parent-child relationship quality appears important for promoting college students' well-being.Entities:
Keywords: Alcohol; COVID-19; Mental health; Parent–child relationship; Person-centered analysis
Year: 2022 PMID: 35239056 PMCID: PMC8891429 DOI: 10.1007/s10578-022-01337-4
Source DB: PubMed Journal: Child Psychiatry Hum Dev ISSN: 0009-398X
Descriptive statistics and bivariate correlations for key study variables
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. Age | – | |||||||||||||||
| 2. Sex | .07 | – | ||||||||||||||
| 3. Ethnicity | − .02 | − .02 | – | |||||||||||||
| 4. Parental education | − .04 | .01 | − .50** | – | ||||||||||||
| 5. Frequency of alcohol use | .11* | − .10* | − .16** | .13** | – | |||||||||||
| 6. Quantity of alcohol use | .12* | − .09 | − .13* | .12* | .71** | – | ||||||||||
| 7. Binge drinking | .11* | − .13** | − .13* | .08 | .70** | .70** | – | |||||||||
| 8. AUD symptoms | .06 | − .11* | − .08 | .07 | .61** | .55** | .66** | – | ||||||||
| 9. Depressive symptoms | − .05 | − .20** | .01 | − .07 | .13* | .14* | .10 | .18** | – | |||||||
| 10. Anxiety symptoms | − .06 | − .12* | .01 | − .05 | .06 | .02 | .04 | .15** | .64** | – | ||||||
| 11. Loneliness | .12* | .03 | − .06 | − .02 | − .01 | .04 | − .08 | .02 | .57** | .43** | – | |||||
| 12. Life satisfaction | .00 | .08 | .02 | .06 | − .11* | − .13* | − .08 | − .15** | − .61** | − .46** | − .52** | – | ||||
| 13. General stressful life events | .00 | − .08 | − .05 | − .03 | .12* | .06 | .18** | .20** | .12* | .20** | .11* | − .06 | – | |||
| 14. COVID stressful events | .02 | − .08 | .12* | − .06 | .22** | .12* | .19** | .23** | .16** | .17** | .08 | − .10 | .22** | – | ||
| 15. COVID worries | − .12* | − .18** | .13** | − .05 | − .04 | − .09 | − .09 | − .03 | .27** | .25** | .25** | − .19** | .12* | .11* | – | |
| 16. Parent–child relationship quality | − .04 | − .13** | .01 | .05 | − .07 | − .13* | − .10 | − .09 | − .36** | − .35** | − .34** | .35** | − .16** | − .19** | − .10 | – |
| N | 422 | 422 | 425 | 413 | 403 | 350 | 401 | 425 | 386 | 386 | 385 | 385 | 425 | 425 | 382 | 395 |
| 19.83 | .25a | .35b | 6.53 | .87 | 1.30 | 1.17 | .72 | 2.22 | 1.62 | 2.00 | 6.22 | .45 | 3.09 | 3.12 | 3.81 | |
| .44 | – | – | 2.28 | .94 | 1.27 | 1.92 | 1.51 | .72 | .60 | .66 | 2.15 | .81 | 3.01 | 1.08 | .72 |
Sex was coded as 1 = male, 0 = female. Ethnicity was coded as 1 = Hispanic/Latinx, 0 = non-Hispanic White
p < .05, **p < .01
aProportion of males
bProportion of Hispanic/Latinx students
Model fit statistics across latent profile models
| Model (classes) | AIC | Adjusted BIC | LMR LRT ( | Entropy |
|---|---|---|---|---|
| 2 | 8041.64 | 8063.61 | < .001 | .98 |
| 3 | 7678.39 | 7816.16 | .005 | .85 |
| 5 | 7289.4 | 7335.44 | .37 | .86 |
| 6 | 7158.44 | 7212.04 | .39 | .88 |
Final selected model bolded
Fig. 1Estimated means (standardized) of alcohol use and mental health functioning by latent profiles. Freq_alc frequency of alcohol use, Quan_alc quantity of alcohol use, Binge_alc frequency of binge drinking, AUDsx alcohol use disorder symptoms, Dep depressive symptoms, Anx anxiety symptoms, Life Satisf life satisfaction
Coefficients (odds ratio) from multinomial logistic regressions predicting class memberships
| Mental health problems only vs. well adjusted | Alcohol use only vs. well adjusted | Comorbid vs. well adjusted | |
|---|---|---|---|
| Step 1 | |||
| Age | .38 (1.45) | .41 (1.50) | .52 (1.69) |
| Sex | − .69 (.50)* | − .94 (.39)** | − 1.60 (.20) *** |
| Ethnicity | − .71 (.49)** | .00 (1.00) | − .66 (.52) |
| Parental education | − .04 (.97) | .14 (1.15) | .16 (1.18) |
| Live off campus with familya | − .18 (.84) | − 1.26 (.28)*** | − 1.28 (.28)*** |
| Live off campus with friendsa | 1.11 (3.02) | .24 (1.27) | 1.47 (4.36) |
| In-person classb | − .85 (.43)*** | − .65 (.52)* | − .55 (.57) |
| General stressful life events | .11 (1.12) | .12 (1.12) | .53 (1.69) |
| COVID-related stressful events | .13 (1.14) | .18 (1.20)* | .28 (1.32)** |
| COVID-related worries | .56 (1.74)* | .00 (1.00) | − .19 (.83) |
| Step 2 | |||
| Parent–child relationship quality (PCR) | − 1.23 (.29)*** | − .38 (.69) | − .95 (.39)*** |
| Step 3 | |||
| COVID-19 stressful events × PCR | .13 (1.14) | .15 (1.16) | .11 (1.12) |
| COVID-19 worries × PCR | .16 (1.17) | .21 (1.24) | − .59 (.56)** |
| Step 4 | |||
| Ethnicity × COVID-19 stressful events | − .07 (.94) | .02 (1.02) | .12 (1.13) |
| Ethnicity × COVID-19 worries | .43 (1.54) | .23 (1.25) | .65 (1.92) |
| Ethnicity × PCR | − .24 (.78) | .18 (1.19) | − 2.21 (.11)*** |
| Step 5 | |||
| Ethnicity × COVID-19 stressful events × PCR | − .19 (.83) | .04 (1.04) | − .30 (.74) |
| Ethnicity × COVID-19 worries × PCR | − .18 (.83) | − .52 (.60) | .58 (1.78) |
*p < .05, **p < .01, ***p < .001
aLiving on campus in residence halls was the reference group
bTaking all classes remotely was the reference group. Sex was coded as 1 = male, 0 = female. Ethnicity was coded as 1 = Hispanic/Latinx, 0 = non-Hispanic White
Fig. 2Interaction between COVID-19 related worries and parent–child relationship quality in relation to profiles of alcohol use and mental health. Values on the y-axis are predicted odds of membership in the comorbid profile relative to the well-adjusted profile based on prototypical values (− 1/+ 1 SD) of covid-19 related worries and parent–child relationship quality