| Literature DB >> 32997683 |
Aleksandar Kecojevic1, Corey H Basch1, Marianne Sullivan1, Nicole K Davi2.
Abstract
OBJECTIVE: The COVID-19 pandemic has been a period of upheaval for college students. The objective of this study was to assess the factors associated with the increased levels of mental health burden among a sample of undergraduate college students in Northern New Jersey, the region of the U.S. severely impacted by the outbreak of COVID-19.Entities:
Mesh:
Year: 2020 PMID: 32997683 PMCID: PMC7526896 DOI: 10.1371/journal.pone.0239696
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Multiple linear regression analyses of predictors of mental health burden among undergraduate college students during COVID-19 epidemic.
| BSI-Depression | BSI-Anxiety | BSI-Somatization | Stress | |||||
|---|---|---|---|---|---|---|---|---|
| Variable | β | (95% CI) | β | (95% CI) | β | (95% CI) | β | (95% CI) |
| Gender (Male = 1) | - | - | - | - | - | - | -0.17 | (-0.32- -0.01) |
| Class Level (> freshmen = 1) | - | - | 0.16 | (0.01–0.31) | - | - | - | - |
| Trust news media (Yes = 1) | - | - | - | - | -0.17 | (-0.32- -0.02) | - | - |
| Time spent looking for information on news sites (> 1hr = 1) | - | - | 0.21 | (0.04–0.38) | 0.12 | (-0.03–0.27) | - | - |
| Time spent looking for information on social media (> 1hr = 1) | - | - | 0.03 | (-0.14–0.2) | - | - | - | - |
| Academic difficulties—Ability to focus on academic work (Yes = 1) | 0.24 | (0.09–0.42) | 0.17 | (0.00–0.35) | 0.21 | (0.04–0.39) | 0.18 | (0.02–0.37) |
| Academic difficulties—Difficulties with online learning (Yes = 1) | 0.16 | (-0.04–0.32) ns | 0.10 | (-0.06–0.27) | 0.08 | (-0.09–0.24) | 0.12 | (-0.04–0.29) |
| Everyday difficulties—Lost job, reduced wages or work hours (Yes = 1) | 0.25 | (0.1–0.40) | 0.12 | (-0.04–0.28) | - | - | - | - |
| Everyday difficulties–Obtaining medications and hygiene supplies (Yes = 1) | 0.13 | (-0.02–0.28) | 0.13 | (-0.02–0.29) | - | - | 0.18 | (0.02–0.33) |
| Everyday difficulties–Obtaining food (Yes = 1) | - | - | - | - | - | - | - | |
| Concerned about COVID-19 (Very to extremely) | - | - | 0.08 | (-0.07–0.23) | 0.21 | (0.05–0.36) | - | - |
| F(4,146) = 11.75; p<0.001; R2 = 0.24 | F(8,142) = 4.87; p<0.001; R2 = 0.22 | F(5,145) = 5.50; p<0.001; R2 = 0.16 | F(4,145) = 6.98; p<0.001; R2 = 0.16 | |||||
Note: All dichotomous variables were coded 0 or 1. ns–not significant
* p < 0.05
** p < 0.01
*** p < 0.001.
Demographic information of respondents (N = 162).
| Variable | Category | N (%) |
|---|---|---|
| Age | Mean ± SD, | 20.4 ± 2.9 |
| Median, Range | 19, 18–37 | |
| Gender | Female | 115 (71.0) |
| Male | 46 (28.4) | |
| Other | 1 (0.6) | |
| Race/Ethnicity | Non-Hispanic White | 60 (37.0) |
| Nonwhite: | 102 (63.0) | |
| African-American/Black | 41 (25.3) | |
| Other (incl. Hispanic) | 43 (26.5) | |
| Asian | 11 (6.8) | |
| Native American | 6 (3.7) | |
| Pacific Islander | 1 (0.6) | |
| Class level | Freshman | 106 (65.4) |
| Sophomore | 18 (11.1) | |
| Junior | 12 (7.5) | |
| Senior | 26 (16.0) | |
| Major | Health Sciences | 50 (30.9) |
Descriptive statistics for observed indicators of COVID-19 knowledge, sources of information, behaviors, academic and life difficulties, and mental health burden (N = 162).
| Variable | Category | N (%) |
|---|---|---|
| Knowledge statements, correctly answered (True/False) | Correct answers provided to all statements | 104 (64.2) |
| 1. The COVID-19 virus spreads via respiratory droplets of infected individuals (T) | 151 (93.2) | |
| 2. The main clinical symptoms of COVID-19 are fever, fatigue, and dry cough (T) | 159 (98.1) | |
| 3. There is effective cure for COVID-19 (F) | 150 (92.6) | |
| 4. Early symptomatic and supportive treatment can help most patients recover from the infection (T) | 145 (89.5) | |
| 5. All people with COVID-19 will develop severe Illness (F) | 139 (85.8) | |
| 6. Those who are elderly and have chronic illnesses are more likely to be severe cases (T) | 160 (98.8) | |
| 7. Those with COVID-19 cannot transmit the virus to others when a fever is not present (F) | 154 (95.1) | |
| Level of agreement with social distancing measures (agree/strongly agree) | 1. To prevent infection with COVID-19, people should avoid going to crowded places | 159 (98.2) |
| 2. Isolation of people who are infected with COVID-19 are effective ways to reduce the spread of the virus | 151 (93.2) | |
| 3. Young adults should take measures to prevent infection with COVID-19 | 133 (82.1) | |
| Trust in sources of information | Official sources | 141 (87.0) |
| Government | 126 (77.8) | |
| Health professionals | 94 (58.0) | |
| Unofficial sources | 37 (22.8) | |
| Social media | 20 (12.3) | |
| Friends and family | 32 (19.8) | |
| News sources | 46 (28.4) | |
| Use of sources of information (often/always) | Official sources | 123 (75.9) |
| Government sites | 90 (57.7) | |
| Health professionals | 105 (67.3) | |
| Unofficial Sources | 74 (45.7) | |
| Social media | 48 (31.8) | |
| Friends and family | 51 (32.7) | |
| News websites | 70 (44.8) | |
| Number of hours/day looking for information on COVID-19 ( | On news websites (Mean ± SD, median, IQR) | (1.5 ± 2.1, 1, 1–2) |
| On social media (Mean ± SD, median, IQR) | (1.9 ± 3.4, 1, 0–2) | |
| Changed behaviors, even a little bit | Increased hand washing | 158 (100.0) |
| Increased spending on cleaning supplies | 152 (96.2) | |
| Limited going out | 156 (98.7) | |
| Stocked up on food and supplies | 154 (97.5) | |
| Started wearing a mask | 154 (97.5) | |
| Limited social outings | 158 (100) | |
| Avoided going to doctor or dentist | 148 (93.7) | |
| Academic Difficulties | Ability to focus and complete academic work | 126 (77.8) |
| Ability to focus on academic work | 119 (73.5) | |
| Completing assignments and tests | 83 (51.2) | |
| Difficulty with online learning/inadequate access | 99 (61.1) | |
| Difficulties with online mode of learning | 95 (58.6) | |
| Inadequate WiFi/Computer access | 36 (22.2) | |
| No academic difficulties | 22 (13.6) | |
| Everyday Life Difficulties | Lost job, reduced wages or work hours | 92 (56.8) |
| Getting food | 36 (22.2) | |
| Obtaining hygiene supplies and medications | 96 (59.3) | |
| Transportation | 18 (11.1) | |
| Level of concern with the COVID-19 pandemic | Not at all to moderately | 54 (33.3) |
| Very to extremely concerned | 108 (66.7) | |
| (Mean ± SD) | ||
| Mental health burden ( | BSI Depression | 64.4 ± 10.7 |
| BSI Anxiety | 58.2 ± 13.6 | |
| BSI Somatization | 53.5 ± 11.9 | |
| Stress | 20.6 ± 7.3 | |
Note: BSI–Brief Symptoms Inventory 18, values represent T scores based on gender specific community norms.
Bivariate associations of selected socio-demographic variables, knowledge and sources of information, behaviors and academic difficulties with mental health burden among undergraduate college students during COVID-19 epidemic.
(N = 151).
| Mental Health Burden (mean ± SD) | |||||
|---|---|---|---|---|---|
| BSI Depression | BSI Anxiety | BSI Somatization | Stress | ||
| Variables | Categories | ||||
| Age (continuous) | 0.01 | 0.10 | 0.06 | -0.06 | |
| Gender | Female | 64.4 ± 9.9 | 58.1 ± 12.6 | 53.6 ± 11.6 | 21.8 ± 7.0 |
| Male | 64.9 ± 12.4 | 58.7 ± 15.7 | 53.3 ± 12.1 | 18.1 ± 7.5 | |
| Race | White | 63.9 ± 11.6 | 58.3 ± 13.7 | 53.5 ± 12.2 | 20.8 ± 8.1 |
| Non-White | 64.8 ± 10.1 | 58.1 ± 13.6 | 53.4 ± 11.8 | 20.5 ± 6.9 | |
| Class Level | Freshman | 64.2 ± 11.1 | 56.4 ± 13.9 | 53.3 ± 12.0 | 20.6 ± 7.3 |
| Other (sophomore, junior, and senior) | 65.0 ± 9.7 | 61.7 ± 12.3 | 53.7 ± 11.8 | 20.8 ± 7.5 | |
| Major | Health | 63.5 ± 10.3 | 57.2 ± 13.3 | 53.5 ± 10.5 | 21.8 ± 7.2 |
| Other | 64.8 ± 10.8 | 58.6 ± 13.7 | 53.4 ± 12.5 | 20.1 ± 7.4 | |
| Correct answers provided to all knowledge statements | No | 63.4 ± 10.6 | 58.6 ± 14.2 | 54.4 ± 11.7 | 19.2 ± 7.9 |
| Yes | 65.0 ± 10.7 | 57.9 ± 13.3 ns | 52.9 ± 12.0 ns | 21.4 ± 6.9 ns | |
| Trust official (govern., medical professionals) sources | No | 67.9 ± 11.0 | 60.1 ± 13.6 | 55.2 ± 12.5 | 19.9 ± 8.1 |
| Yes | 64.1 ± 10.8 | 58.0 ± 13.6 | 53.2 ± 11.9 | 20.7 ± 7.3 | |
| Trust news media | No | 64.8 ± 11.1 | 58.6 ± 14.1 | 54.7 ± 12.5 | 20.9 ± 7.9 |
| Yes | 63.6 ± 9.7 | 57.2 ± 12.3 | 50.5 ± 9.8 | 20.2 ± 6.0 | |
| Trust unofficial (social media, friends/family) sources | No | 63.7 ± 11.0 | 57.8 ± 13.7 | 52.8 ± 12.2 | 20.6 ± 7.2 |
| Yes | 62.6 ± 9.2 | 59.2 ± 13.4 | 55.5 ± 10.8 | 20.7 ± 7.8 | |
| Use official (govern., medical professionals) sources | No | 62.3 ± 12.0 | 54.9 ± 13.8 | 52.1 ± 12.1 | 18.7 ± 8.1 |
| Yes | 65.0 ± 10.3 | 59.0 ± 13.5 | 53.8 ± 11.9 | 21.2 ± 7.1 | |
| Use news media | No | 65.3 ± 10.8 | 58.4 ± 14.0 | 52.7 ± 12.3 | 20.8 ± 7.2 |
| Yes | 63.4 ± 10.5 | 58.0 ± 13.2 | 54.4 ± 11.5 | 20.5 ± 7.6 | |
| Use unofficial (social media, friends/family) sources | No | 64.8 ± 11.2 | 58.3 ± 14.3 | 53.4 ± 12.2 | 21.0 ± 7.0 |
| Yes | 64.0 ± 10.0 | 58.1 ± 12.9 | 53.5 ± 11.7 | 20.3 ± 7.7 | |
| Time spent on looking for information on news sites | ≤1 hour | 63.7 ± 11.3 | 55.9 ± 13.9 | 52.2 ± 12.1 | 20.7 ± 7.2 |
| >1 hour | 66.2 ± 9.0 | 63.5 ± 11.3 | 56.4 ± 10.9 | 20.5 ± 7.7 ns | |
| p = 0.001 | p = 0.049 | ||||
| Time spent on looking for information on social media | ≤1 hour | 63.4 ± 11.0 | 56.6 ± 13.8 | 52.6 ± 12.0 | 20.5 ± 7.1 |
| >1 hour | 66.7 ± 9.6 ns | 61.7 ± 12.6 | 55.3 ± 11.5 ns | 21.1 ± 8.0 ns | |
| p = 0.032 | |||||
| Academic difficulties—Ability to focus on academic work | No | 56.3 ± 10.8 | 50.4 ± 11.6 | 47.5 ± 9.7 | 16.2 ± 6.2 |
| Yes | 66.4 ± 9.7 | 60.0 ± 13.4 | 54.9 ± 12.0 | 21.7 ± 7.2 | |
| Academic difficulties—Difficulties with online learning | No | 59.9 ± 11.0 | 54.5 ± 13.1 | 50.9 ± 10.9 | 18.6 ± 8.1 |
| Yes | 67.1 ± 9.5 | 60.3 ± 13.5 | 54.9 ± 12.3 | 21.9 ± 6.6 | |
| Everyday difficulties—Lost job, reduced wages or work hours | No | 60.2 ± 10.6 | 55.1 ± 12.8 | 52.6 ± 9.3 | 19.5 ± 6.6 |
| Yes | 67.4 ± 9.7 | 60.3 ± 13.8 | 54.1 ± 13.4 | 21.4 ± 7.7 | |
| Everyday difficulties–Obtaining medications and hygiene supplies | No | 62.3 ± 11.6 | 55.1 ± 14.1 | 51.3 ± 12.0 | 18.3 ± 8.0 |
| Yes | 65.8 ± 9.8 | 60.1 ± 12.9 | 54.8 ± 11.7 | 22.1 ± 6.5 | |
| Everyday difficulties–Obtaining food | No | 63.5 ± 11.1 | 57.3 ± 13.9 | 53.0 ± 12.1 | 20.3 ± 7.6 |
| Yes | 67.3 ± 8.5 | 61.1 ± 12.3 | 54.8 ± 11.2 | 21.9 ± 6.2 | |
| Concerned about COVID-19 | Not at all to moderately | 62.5 ± 11.8 | 55.1 ± 13.4 | 49.5 ± 10.5 | 19.4 ± 8.0 |
| Very to extremely | 65.4 ± 10.0 | 59.7 ± 13.5 | 55.4 ± 12.1 | 21.3 ± 7.0 | |
Note
Pearson correlation coefficient; ns = non-significant
* p < 0.05
** p < 0.01
*** p < 0.001.