| Literature DB >> 35988951 |
Jeff R Temple1, Elizabeth Baumler2, Leila Wood2, Shannon Guillot-Wright2, Elizabeth Torres2, Melanie Thiel2.
Abstract
PURPOSE: The aim of this study is to determine whether COVID-19-induced financial impact, stress, loneliness, and isolation were related to perceived changes in adolescent mental health and substance use.Entities:
Keywords: Adolescents; COVID-19; Mental health; Substance use
Mesh:
Year: 2022 PMID: 35988951 PMCID: PMC9276852 DOI: 10.1016/j.jadohealth.2022.05.025
Source DB: PubMed Journal: J Adolesc Health ISSN: 1054-139X Impact factor: 7.830
Baseline sample characteristics
| Study sample | |
|---|---|
| Total (N) | 1,188 |
| Female, n (%) | 590 (49.7) |
| Race/ethnicity, n (%) | |
| Hispanic | 487 (41.0) |
| Non-Hispanic White | 103 (8.7) |
| Non-Hispanic Black | 276 (23.2) |
| Asian | 134 (11.3) |
| Other | 150 (15.8) |
| Living situation, n (%) | |
| Live with both parents | 717 (61.8) |
| One parent and one stepparent | 156 (13.4) |
| Mother only or father only | 245 (21.2) |
| Other | 43 (3.7) |
| Parent education, n (%) | |
| Did not graduate from high school | 121 (10.3) |
| Finished high school or GED | 120 (10.2) |
| Some college or training | 106 (9.0) |
| College graduate | 506 (43.1) |
| Don't know | 321 (27.3) |
| Mental health symptoms, mean (standard deviation) | |
| Depression | 1.82 (0.52) |
| Anxiety | 1.78 (0.48) |
| Substance use, n (%) | |
| Alcohol use | 158 (13.8) |
| Episodic heavy drinking | 29 (2.4) |
| Marijuana use | 64 (5.6) |
| Hard drug use | 68 (6.0) |
| Rx drug misuse | 66 (5.8) |
| e-cigarette use | 98 (8.6) |
Rx = medical prescription.
All percentages are among those providing a valid response.
Other includes those endorsing American Indian, other, multiple, and unknown.
Other includes those endorsing grandparents and other.
Highest education level of mother or father.
Don’t know includes student who endorsed they did not know the education level of mother or father.
Includes synthetic marijuana, cocaine, amphetamines, inhalants, hallucinogens, over-the-counter medication, and ecstasy.
Description of study measures
| Measure | Description | Prompt | Scale | Sample descriptive, mean (standard deviation)/% |
|---|---|---|---|---|
| COVID measures | ||||
| Physical interaction | Degree of physical interaction during COVID | Since the Coronavirus pandemic, besides your immediate family (the people you live with), how much physical contact have you had with others in the last 2 weeks? | Scaled 1 = almost no outside contact to 4 = normal contact | 2.03 (0.91) |
| Use of food bank | Use of food bank during COVID | In the last 2 weeks, how often have you or your family depended on a local food bank, church, or school for food during the Coronavirus pandemic due to money issues? | Scaled 1 = did not use to 4 = used often (more than once a week) | 1.43 (0.79) |
| Change in money situation | Change in money situation due to COVID | How would you describe the money situation in your family BEFORE the Coronavirus pandemic? How would you describe the money situation in your family AFTER the Coronavirus pandemic? | Response 1 = comfortable to 3 = not enough money to pay the bills. Scaled as the difference between before/after with −1 = got worse, 0 = stayed the same, 1 = got better | −0.11 (0.50) |
| Job loss/reduced hours | Lost job or reduced hours of immediate family member due to COVID | Because of the Coronavirus pandemic, did anyone in your immediate family (people you live with) lose their job or have their hours reduced? | 1 = yes, 0 = no | 43.7% |
| Loneliness | Degree of loneliness due to COVID | How often have you felt lonely because of the Coronavirus? | Scaled 1 = not at all to 4 = a whole lot | 2.11 (1.06) |
| Increased difficulty with family | Degree of family relationship difficulty due to COVID | How much has your relationship with your family been more difficult since the Coronavirus pandemic? | Scaled 1 = not at all to 4 = a whole lot | 1.82 (0.89) |
| Stress | Stress level during COVID | In general, how stressed have you been during the Coronavirus pandemic? | Scaled 1 = not at all to 4 = a whole lot | 2.15 (0.97) |
| Mental health symptoms | ||||
| Anxiety | Generalized Anxiety Disorder subscale of the Screen for Child Anxiety Related Emotional Disorders | In general, how true are the following statements about you: I am nervous | Mean of 9 items, scaled 1 = not true/hardly ever true to 3 = very true/often true | 1.89 (0.53) |
| Depression | Center for Epidemiologic Studies Short Depression Scale | Below is a list of the ways you might have felt or behaved. How often have you felt this way during the past week? | Mean of 10 items, scaled 1 = rarely or never (<1 day) to 4 = more or all of the time (5–7 days) | 1.87 (0.55) |
| Substance use | ||||
| Alcohol use | Past year alcohol use | In the past year, have you ever used: alcohol (more than a few sips) | Coded 1 = yes, 0 = no | 14.1% |
| Episodic heavy drinking | Episodic heavy drinking in the last month | Binge drinking is defined as 5 or more drinks for boys and 4 or more drinks for girls. In the past month, how many days would you say your participated in binge drinking? | Coded 1 = 1 or more days, 0 = 0 days | 3.4% |
| Marijuana use | Past year marijuana use | In the past year, have you ever used: marijuana | Coded 1 = yes, 0 = no | 10.0% |
| Hard drug use | Past year hard drug use | In the past year, have you ever used: synthetic marijuana, cocaine, amphetamines, inhalants, hallucinogens, over-the-counter cold or cough medicine with the intent of getting high, ecstasy | Seven drug use items, coded 1 = yes to any, 0 = no to all | 4.6% |
| Rx drug misuse | Past year Rx drug misuse | In the past year, have you ever used: prescription pain medications such as oxycodone, hydrocodone, codeine, morphine, fentanyl, or Adderall, Ritalin, Xanax, or Valium, not prescribed to you or in an amount more than directed | Four Rx drug use items (not prescribed, more than prescribed), coded 1 = yes to any, 0 = no to all | 3.2% |
| e-Cigarette use | Past year e-cigarette use | In the past year, have you ever used: electronic cigarettes (e-cigs, vapors, JUUL) | Coded 1 = yes, 0 = no | 8.3% |
Rx = medical prescription.
Multilevel linear regression models associations of COVID measures to mental health symptomsa,b
| Depression | Anxiety | |||||||
|---|---|---|---|---|---|---|---|---|
| Beta (SE) | Wald test | 95% CI | Beta (SE) | Wald test | 95% CI | |||
| Model 1: independent associations | ||||||||
| Physical interaction during COVID | −0.036 (0.016) | −2.19 | .03 | (−0.068 to −0.004) | 0.007 (0.016) | 0.44 | .66 | (−0.024 to 0.038) |
| Use of food bank during COVID | 0.066 (0.019) | 3.48 | <.001 | (0.029–0.10) | 0.003 (0.018) | 0.17 | .87 | (−0.033 to 0.039) |
| Change in money situation | −0.022 (0.030) | −0.74 | .46 | (−0.081 to 0.036) | −0.052 (0.029) | −1.79 | .07 | (−0.11 to 0.005) |
| Job loss/reduced hours due to COVID | 0.061 (0.030) | 2.06 | .04 | (0.003–0.12) | 0.069 (0.029) | 2.40 | .02 | (0.012–0.13) |
| Loneliness during COVID | 0.176 (0.013) | 13.1 | <.001 | (0.15–0.20) | 0.125 (0.014) | 9.21 | <.001 | (0.10–0.15) |
| Increased difficulty with family | 0.108 (0.017) | 6.51 | <.001 | (0.075–0.14) | 0.078 (0.016) | 4.86 | <.001 | (0.047–0.11) |
| Stress during COVID | 0.157 (0.015) | 10.7 | <.001 | (0.13–0.19) | 0.118 (0.015) | 8.03 | <.001 | (0.089–0.15) |
| Model 2: relative associations | ||||||||
| Physical interaction during COVID | −0.025 (0.015) | −1.68 | .09 | (−0.055 to −0.004) | ||||
| Use of food bank during COVID | 0.063 (0.018) | 3.53 | <.001 | (0.028–0.10) | ||||
| Change in money situation | ||||||||
| Job loss or reduced hours due to COVID | 0.011 (0.028) | 0.41 | .68 | (−0.043 to 0.066) | 0.035 (0.028) | 1.26 | .21 | (−0.020 to 0.090) |
| Loneliness during COVID | 0.132 (0.016) | 8.10 | <.001 | (0.10–0.16) | 0.088 (0.017) | 5.27 | <.001 | (0.055–0.12) |
| Increased difficulty with family | 0.010 (0.017) | 0.58 | .57 | (−0.024 to 0.044) | 0.008 (0.018) | 0.43 | .66 | (−0.027 to 0.042) |
| Stress during COVID | 0.074 (0.018) | 4.17 | <.001 | (0.039–0.11) | 0.061 (0.018) | 3.39 | <.001 | (0.026–0.096) |
CI = confidence interval; SE = standard error.
All estimates are from multilevel linear regression models to adjust for intraclass correlation present from students sampled from the same school. The beta represents the mean change in the dependent variable scale (depression, anxiety) per unit change in the independent measure.
All models are adjusted for the baseline measure of the dependent variable and race/ethnicity.
Model 1: each COVID measure was entered into a separate model to estimate individual association.
Model 2: all COVID measures that were statistically significant in Model 1 were entered into a single model to estimate relative association.
Multilevel logistic regression models associations of COVID measures to substance usea,b
| Alcohol use | Episodic heavy drinking | Marijuana use | Hard drug use | Rx misuse | E-cigarette use | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OR (95%CI) | OR (95%CI) | OR (95% CI) | OR (95% CI) | OR (95% CI) | OR (95% CI) | |||||||
| Model 1: independent association | ||||||||||||
| During COVID | ||||||||||||
| Physical interaction | 1.41 (1.17–1.71) | <.001 | 1.81 (1.27–2.60) | .001 | 1.39 (1.12–1.73) | .003 | 1.37 (1.01–1.86) | .04 | 1.57 (1.10–2.24) | .01 | 1.39 (1.10–1.76) | .005 |
| Use of food bank | 0.98 (0.78–1.21) | .82 | 1.09 (0.74–1.60) | .67 | 1.02 (0.80–1.31) | .87 | 1.02 (0.72–1.45) | .92 | 0.87 (0.55–1.37) | .55 | 1.04 (0.80–1.36) | .76 |
| Change in money situation | 0.70 (0.50–0.98) | .04 | 0.90 (0.46–1.76) | .76 | 0.84 (0.56–1.27) | .40 | 0.54 (0.31–0.95) | .03 | 1.71 (0.85–3.44) | .13 | 1.12 (0.72–1.73) | .62 |
| Job loss/reduced hours | 1.32 (0.92–1.87) | .13 | 0.87 (0.44–1.72) | .69 | 1.41 (0.93–2.15) | .11 | 1.18 (0.66–2.11) | .58 | 0.94 (0.48–1.85) | .85 | 1.22 (0.78–1.89) | .38 |
| Loneliness | 1.23 (1.05–1.45) | .01 | 1.07 (0.78–1.46) | .70 | 1.23 (1.02–1.48) | .04 | 1.30 (1.00–1.68) | .05 | 0.89 (0.64–1.24) | .49 | 1.19 (0.97–1.46) | .09 |
| Increased difficulty with family | 1.19 (0.99–1.45) | .06 | 1.19 (0.83–1.71) | .34 | 1.17 (0.94–1.46) | .17 | 1.41 (1.05–1.91) | .02 | 1.33 (0.93–1.89) | .12 | 1.31 (1.04–1.65) | .02 |
| Stress | 1.17 (0.98–1.40) | .08 | 1.16 (0.83–1.61) | .39 | 1.29 (1.05–1.59) | .01 | 1.27(0.96–1.69) | .10 | 1.00 (0.71–1.41) | .99 | 1.53 (1.23–1.90) | <.001 |
| Model 2: relative association | ||||||||||||
| During COVID | ||||||||||||
| Physical interaction | 1.45 (1.20–1.76) | <.001 | 1.81 (1.27–2.60) | .001 | 1.42 (1.14–1.77) | .002 | 1.39 (1.01–1.90) | .04 | 1.57 (1.10–2.24) | .01 | 1.43 (1.13–1.83) | .003 |
| Use of food bank | ||||||||||||
| Change in money situation | 0.71 (0.50–0.99) | .05 | 0.59 (0.33–1.04) | .07 | ||||||||
| Job loss/reduced hours | ||||||||||||
| Loneliness | 1.24 (1.05–1.46) | .01 | 1.12 (0.88–1.42) | .36 | 1.19 (0.89–1.60) | .25 | ||||||
| Increased difficulty with family | 1.23 (0.88–1.73) | .23 | 1.10 (0.85–1.41) | .47 | ||||||||
| Stress | 1.21 (0.94–1.57) | .14 | 1.50 (1.18–1.91) | <.001 | ||||||||
Rx = medical prescription.
All estimates are from multilevel logistic regression models to adjust for intraclass correlation present from students sampled from the same school.
All models are adjusted for the baseline measure of the dependent variable and race/ethnicity.
Includes synthetic marijuana, cocaine, amphetamines, inhalants, hallucinogens, over-the-counter medication, and ecstasy.
Model 1: each COVID measure was entered into a separate model to estimate individual association.
Model 2: all COVID measures that were statistically significant in Model 1 were entered into a single model to estimate relative association.