| Literature DB >> 34716130 |
Thierry Gagné1, Alita Nandi2, Ingrid Schoon3.
Abstract
BACKGROUND: Despite concerns about mental health problems among those aged 16-24 in England, which social groups have been most at risk, both over the past decade and during the COVID-19 pandemic, remains unclear.Entities:
Keywords: health inequalities; longitudinal studies; mental health; public health; social sciences
Year: 2021 PMID: 34716130 PMCID: PMC8561821 DOI: 10.1136/jech-2021-217266
Source DB: PubMed Journal: J Epidemiol Community Health ISSN: 0143-005X Impact factor: 3.710
Psychological distress among young adults aged 16–24 living in England
| Subgroups | Mean GHQ-12 score (range: 0–36) | ||
| 2009–2010 (n | 2018–2019 (n=2333) | April–November 2020 (n=2382) | |
| All | 10.4 | 12.1 | 14.0 |
| Sex | |||
| Male |
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|
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| Female |
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|
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| Age | |||
| 16–18 |
| 12.3 | 13.3 |
| 19–21 |
| 11.7 | 13.7 |
| 22–24 |
| 12.2 | 14.3 |
| Economic activity | |||
| FT employed |
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| PT employed |
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|
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| Unemployed |
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|
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| FT education |
|
|
|
| Out of labour force |
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|
|
| Living arrangements | |||
| With parent(s) | 10.0 | 12.0 | 14.0 |
| Not with parent(s) | 10.9 | 12.5 | 13.7 |
| Parental education | |||
| Degree | 10.4 | 11.9 | 13.5 |
| No degree | 10.2 | 12.2 | 14.3 |
| Area deprivation | |||
| Most deprived | 10.2 | 12.2 |
|
| Second most deprived | 10.5 | 12.0 |
|
| Second least deprived | 10.5 | 12.3 |
|
| Least deprived | 10.1 | 11.7 |
|
| Ethnicity | |||
| White UK |
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| White other |
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| Mixed |
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| Indian |
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| Pakistani and Bangladeshi |
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| Black |
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| Other |
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|
Understanding Society, 2009–2010, 2018–2019 and 2020.
GHQ scores that differed across categories at p<0.05 are in bold.
FT, full time; GHQ-12, 12-Item General Health Questionnaire; PT, part time.
Testing changes in psychological distress over time among young adults aged 16–24 living in England, by different subgroups
| Subgroups | Between 2009–2010 and 2018–2019 | Between 2018–2019 and April–November 2020 | ||||
| AME of time on GHQ | 95% CI | Interaction p value | AME of time on GHQ | 95% CI | Interaction p value | |
| All |
|
|
|
| ||
| Sex |
| 0.364 | ||||
| Male |
|
|
|
| ||
| Female |
|
|
|
| ||
| Age |
| 0.695 | ||||
| 16–18 |
|
| 1.28 | −0.71 to 3.26 | ||
| 19–21 |
|
|
|
|
| 0.474 |
| 22–24 | 0.86 | −0.01 to 1.72 |
|
|
| 0.396 |
| Economic activity | 0.103 | 0.899 | ||||
| FT employed |
|
|
|
| ||
| PT employed |
|
|
|
|
| 0.991 |
| Unemployed |
|
| 0.114 | 1.95 | −0.57 to 4.47 | 0.962 |
| FT education |
|
| 0.083 |
|
| 0.851 |
| Out of labour force |
|
|
| 0.41 | −2.50 to 3.31 | 0.343 |
| Living arrangements | 0.861 | 0.447 | ||||
| With parent(s) |
|
|
|
| ||
| Not with parent(s) |
|
| 1.41 | −0.06 to 2.88 | ||
| Parental education | 0.117 | 0.916 | ||||
| Degree |
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|
|
| ||
| No degree |
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|
|
| ||
| Area deprivation | 0.642 |
| ||||
| Most deprived |
|
|
|
| ||
| Second most deprived |
|
| 0.525 |
|
| 0.454 |
| Second least deprived |
|
| 0.902 |
|
| 0.823 |
| Least deprived |
|
| 0.301 |
|
|
|
| Ethnicity |
| 0.394 | ||||
| White UK |
|
|
|
| ||
| White other | 2.08 | −0.68 to 4.84 | 0.933 | 2.55 | −1.61 to 6.71 | 0.722 |
| Mixed | −0.24 | −1.56 to 1.10 |
|
|
|
|
| Indian | 1.54 | −0.38 to 3.46 | 0.673 | 2.28 | −0.69 to 5.24 | 0.755 |
| Pakistani and Bangladeshi | 0.35 | −1.03 to 1.74 |
|
|
| 0.514 |
| Black | 0.04 | −1.68 to 1.77 |
| 0.87 | −1.77 to 3.51 | 0.510 |
| Other ethnic groups | −0.98 | −2.75 to 0.79 |
|
|
| 0.234 |
Understanding Society, from 2009–2010 to 2018–2019 and from 2018–2019 to 2020.
Estimates come from fully adjusted linear models in pooled samples of observations using the wave-specific cross-sectional weights, clustering on individuals. Interactions were then tested for each variable in separate models. AMEs are based on complete-case models adjusted for all other predictors (age, sex, economic activity, living arrangements, parental education, area deprivation and ethnicity).
P values reported next to variable names refer to global tests of differences in AMEs across categories. P values reported next to variable categories refer to test of differences in AMEs with respect to the reference group.
Significant estimates at p<0.05 are in bold.
AME, average marginal effect; FT, full time; GHQ, General Health Questionnaire; PT, part time.
Differences in psychological distress by area deprivation among young adults aged 16-24 living in England, considering economic changes since before the outbreak, UKHLS, April–November 2020
| Baseline model (n=1069) | Model+job loss (n=1069) | |
| Area deprivation | ||
| Most deprived |
|
|
| Second most deprived | 0.78 (−0.23 to 1.78) | 0.70 (−0.31 to 1.72) |
| Second least deprived | 0.15 (−0.61 to 0.91) | −0.13 (−0.91 to 0.64) |
| Least deprived (reference) | – | – |
| Change since before outbreak | ||
| Did not lose job or ≥50% hours (reference) | – | – |
| Lost job or ≥50% hours | – |
|
| Started job | – |
|
| Did not work at both points | – | 0.37 (−0.39 to 1.30) |
Estimates represent betas from random-intercept linear models using the UKHLS COVID-19 November 2020 longitudinal weight. The models controlled for wave, age, sex, parental education, living arrangements, ethnicity and GHQ score at wave 10.
Significant estimates at p<0.05 are in bold.
GHQ, General Health Questionnaire; UKHLS, UK Household Longitudinal Study.