The DOI matches its Crossref record.
Internalising and externalising problems during adolescence and the subsequent likelihood of being Not in Employment, Education or Training (NEET) among males and females: The mediating role of school performance
Open accessAbstract
Mental health problems are associated with a greater risk of being Not in Employment, Education or Training (NEET) during young adulthood. Yet evidence on the extent to which self-reported mental health problems precede males' and females' NEET status and on the potential pathways linking mental health problems to NEET is lacking. This study examines the longitudinal associations that internalising and externalising problems during adolescence share with the risk of being NEET in young adulthood, with a focus on the mediating role of school performance. Data comes from a representative sample of 4,452 Swedish youth (51% females) who provided information on internalising and externalising problems at age 14-15 years. Information on secondary school grades (age 15-16 years), completion of upper secondary school (age 20-21 years) and NEET status at 21-22 years were drawn from administrative registers. Overall, 6% of participants were NEET at 21-22 years of age and rates were higher for those who had internalising and externalising problems at age 14-15 years. A series of gender-stratified multivariate regression models showed that for both genders, greater internalising and externalising problems predicted lower school grades and a reduced likelihood of upper secondary school completion. However, externalising problems were associated with an increased risk of being NEET for males, while internalising problems were associated with a higher likelihood of being NEET for females. The effects of externalising and internalising problems for males and females, respectively, were partially mediated by school performance. The findings indicate that mental health problems in adolescence are associated with exclusion from the labour market and education in early adulthood, but that internalising and externalising problems represent different risks for males and females. Furthermore, school performance in comprehensive and upper secondary school helps explain links between mental health problems and subsequent NEET status.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The cited source says what the claim attributes to it.
In the citing paper
“Stressful life events and social isolation are known to be highly influential factors for externalizing disorders and this may be why, contrary to established research (see Plenty et al., 2021), girls reported more externalizing symptoms than boys at T3 and T4 school lockdown and reopening.”
From Adolescents' longitudinal trajectories of mental health and loneliness: The impact of COVID‐19 school closures (2022) · cites this paper as Plenty et al., 2021
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
No references could be resolved yet.
Research works printed but not linked: 39
- Alm, 2016, Future orientation climate in the school class: Relations to adolescent delinquency, heavy alcohol use, and internalizing problems, Children and Youth Services Review, 70, 324, 10.1016/j.childyouth.2016.09.021 · DOI
- Bäckman, 2016, Long term consequences of being not in employment, education or training as a young adult. Stability and change in three Swedish birth cohorts, European Societies, 18, 136, 10.1080/14616696.2016.1153699 · DOI
- Baggio, 2015, Not in education, employment or training status among young Swiss men. Longitudinal associations with mental health and substance use, Journal of Adolescent Health, 56, 238, 10.1016/j.jadohealth.2014.09.006 · DOI
- Baron, 1986, The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations, Journal of Personality and Social Psychology, 51, 1173, 10.1037/0022-3514.51.6.1173 · DOI · Paper page
- Bongers, 2003, The normative development of child and adolescent problem behavior, Journal of Abnormal Psychology, 112, 179, 10.1037/0021-843X.112.2.179 · DOI
- Cornaglia, 2015, Mental health and education decisions, Labour Economics, 33, 1, 10.1016/j.labeco.2015.01.005 · DOI
- De Ridder, 2015, Health in adolescence and subsequent receipt of social insurance benefits – the HUNT Study, Tidsskrift for den Norske Lægeforening, 135, 942
- Duckworth, 2012, 222, R38
- Egan, 2015, Adolescent psychological distress, unemployment, and the great recession: Evidence from the national longitudinal study of youth, Social Science & Medicine, 156, 98, 10.1016/j.socscimed.2016.03.013 · DOI
- Engzell, 2015, Estimating social and ethnic inequality in school surveys: Biases from child misreporting and parent nonresponse, European Sociological Review, 31, 312, 10.1093/esr/jcv005 · DOI
- Evensen, 2016, The role of internalizing and externalizing problems in adolescence for adult educational attainment: Evidence from sibling comparisons using data from the young HUNT study, European Sociological Review, 32, 552, 10.1093/esr/jcw001 · DOI
- Evensen, 2017, Adolescent mental health and earnings inequalities in adulthood: Evidence from the young-HUNT study, Journal of Epidemiology & Community Health, 71, 201, 10.1136/jech-2015-206939 · DOI
- Gariépy, 2019, The mental health of young Canadians who are not working or in school, Canadian Journal of Psychiatry, 64, 338, 10.1177/0706743718815899 · DOI
- Goldman‐Mellor, 2016, Committed to work but vulnerable: Self‐perceptions and mental health in NEET 18‐year olds from a contemporary British cohort, Journal of Child Psychology and Psychiatry, 57, 196, 10.1111/jcpp.12459 · DOI · Paper page
- Hale, 2015, Adolescent health and adult education and employment: A systematic review, Pediatrics, 136, 128, 10.1542/peds.2014-2105 · DOI
- Hale, 2018, How adolescent health influences education and employment: Investigating longitudinal associations and mechanisms, Journal of Epidemiology & Community Health, 72, 465, 10.1136/jech-2017-209605 · DOI
- Haugland, 2001, Subjective health complaints in adolescence – reliability and validity of survey methods, Journal of Adolescence, 24, 611, 10.1006/jado.2000.0393 · DOI
- Henderson, 2017, Not in employment, education or training: Mental health, substance use, and disengagement in a multi-sectoral sample of service-seeking Canadian Youth, Children and Youth Services Review, 75, 138, 10.1016/j.childyouth.2017.02.024 · DOI
- Homlong, 2015, A prospective population-based study of health complaints in adolescence and use of social welfare benefits in young adulthood, Scandinavian Journal of Public Health, 43, 629, 10.1177/1403494815589862 · DOI
- Kohler, 2011, Comparing coefficients of nested nonlinear probability models, STATA Journal: Promoting communications on statistics and Stata, 11, 420, 10.1177/1536867X1101100306 · DOI · Paper page
- Låftman, 2017, Do health complaints in adolescence negatively predict the chance of entering tertiary education in young adulthood?, Scandinavian Journal of Public Health, 45, 878, 10.1177/1403494817713649 · DOI
- Leadbeater, 1999, A multivariate model of gender differences in adolescents' internalizing and externalizing problems, Developmental Psychology, 1268, 10.1037/0012-1649.35.5.1268 · DOI
- Lê, 2013, Effects of child and adolescent health on educational progress, Social Science & Medicine, 76, 57, 10.1016/j.socscimed.2012.10.005 · DOI
- Magnusson, 2019, Self-reported mental health problems in adolescence and occupational prestige in young adulthood: A 10-year follow-up study, Children and Youth Services Review, 101, 174, 10.1016/j.childyouth.2019.04.006 · DOI
- Manhica, 2018, Labour market participation among young refugees in Sweden and the potential of education: a national cohort study, Journal of Youth Studies, 22, 533, 10.1080/13676261.2018.1521952 · DOI
- McLeod, 2007, Trajectories of failure: The educational careers of children with mental health problems, American Journal of Sociology, 113, 653, 10.1086/521849 · DOI
- McLeod, 2004, Childhood emotional and behavioral problems and educational attainment, American Sociological Review, 69, 636, 10.1177/000312240406900502 · DOI · Paper page
- Melkevik, 2016, Internalizing disorders as risk factors for early school leaving: A systematic review, Adolescent Research Review, 1, 245, 10.1007/s40894-016-0024-1 · DOI
- Mood, 2010, Logistic regression: Why we cannot do what we think we can do, and what we can do about it, European Sociological Review, 26, 67, 10.1093/esr/jcp006 · DOI · Paper page
- Mood, 2016, Immigrant integration and youth mental health in four European countries, European Sociological Review, 32, 716, 10.1093/esr/jcw027 · DOI
- Plenty, 2018, Too much or too little? A short-term longitudinal study of youth's own economic resources and risk behaviour, Journal of Adolescence, 66, 21, 10.1016/j.adolescence.2018.04.005 · DOI
- Power, 2015, The association between economic inactivity and mental health among young people: A longitudinal study of young adults who are not in employment, education or training, Irish Journal of Psychological Medicine, 32, 155, 10.1017/ipm.2014.85 · DOI
- Ralston, 2016, Do young people not in education, employment or training experience long-term occupational scarring? A longitudinal analysis over 20 years of follow-up, Contemporary Social Science, 11, 203, 10.1080/21582041.2016.1194452 · DOI
- Ravens-Sieberer, 2008, An international scoring system for self-reported health complaints in adolescents, The European Journal of Public Health, 18, 294, 10.1093/eurpub/ckn001 · DOI
- Rodwell, 2018, Adolescent mental health and behavioural predictors of being NEET: A prospective study of young adults not in employment, education, or training, Psychological Medicine, 48, 861, 10.1017/S0033291717002434 · DOI
- Rosenfield, 1982, Sex roles and societal reactions to mental illness: The labeling of “deviant” deviance, Journal of Health and Social Behavior, 23, 18, 10.2307/2136386 · DOI
- Vaezghasemi, 2020, Decomposition of income-related inequality in upper secondary school completion in Sweden by mental health, family conditions and contextual characteristics, Social Science Medicine Population Health, 11, 100566
- Veldman, 2015, Mental health trajectories from childhood to young adulthood affect the educational and employment status of young adults: Results from the TRAILS study, Journal of Epidemiology & Community Health, 69, 588, 10.1136/jech-2014-204421 · DOI
- Veldman, 2017, A life course perspective on mental health problems, employment and work outcomes, Scandinavian Journal of Work, Environment & Health, 43, 316, 10.5271/sjweh.3651 · DOI
Cited by
Houghton, S., Kyron, M., Hunter, S. C., Lawrence, D., Hattie, J., Carroll, A., & Zadow, C. (2022) · Journal of Adolescence · doi:10.1002/jad.12017 · Cited by 185
Metadata
- Authors
- Plenty, S., Magnusson, C., & Låftman, S. B.
- Affiliations
- Stockholm University (SE)
- Corresponding author
- Plenty, Stephanie
- Venue
- SSM - Population Health
- Publisher
- Elsevier BV
- Published
- 2021-09
- Volume
- 15
- Pages
- 100873
- ISSN
- 2352-8273 (ISSN-L)
- PMC
- PMC8283319
- OpenAlex
- W3178654302
- Cited by
- 53
- References
- 0
- Citations by year
- 2026: 13 · 2025: 8 · 2024: 10 · 2023: 10 · 2022: 8 · 2021: 4
- FWCI
- 11.09
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- SSM - Population Health (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Forskningsrådet om Hälsa, Arbetsliv och Välfärd (2013-1119, 02047, 07099, 2016\u201307099, 2017\u201302047)
- Foundation Classroom Groschinskys Memorial Fund (SF2192)
- Topics
- Social Sciences › Sociology and Political Science › Youth Education and Societal Dynamics
- Social Sciences › Education › Youth Substance Use and School Attendance
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Keywords
- internalizing problems, externalizing problems, adolescent mental health, NEET status, academic performance, mediation, gender differences, labour market exclusion, early adulthood, school grades
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Internalising and externalising problems during adolescence and the subsequent likelihood of being Not in Employment, Education or Training (NEET) among males and females: The mediating role of school performance. https://app.cochat.ai/papers/10.1016/j.ssmph.2021.100873
- The paper
- Plenty, S., Magnusson, C., & Låftman, S. B. (2021). Internalising and externalising problems during adolescence and the subsequent likelihood of being Not in Employment, Education or Training (NEET) among males and females: The mediating role of school performance. SSM - Population Health. https://doi.org/10.1016/j.ssmph.2021.100873
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.