The Mental Well-Being of Italian Adolescents in the Last Decade through the Lens of the Dual Factor Model
Status PubMed-not-MEDLINE Language English Country Switzerland Media electronic
Document type Journal Article
Grant support
DALP_RILO_21_01 and CHAL_RILO_21_01
University of Turin
4393/2005-CCM,4393/2013-CCM
Istituto Superiore di Sanità
101028678
European Union
PubMed
36553424
PubMed Central
PMC9777362
DOI
10.3390/children9121981
PII: children9121981
Knihovny.cz E-resources
- Keywords
- Dual Factor Model, HBSC, adolescents, gender, life satisfaction, mental health, mental well-being, psychological symptoms,
- Publication type
- Journal Article MeSH
(1) Background: In Italy, the components of adolescents' mental well-being (psychological symptomatology and cognitive perception of life satisfaction) showed different temporal trends, suggesting the adoption of a multidimensional conceptualization. We aimed to assess temporal patterns and provide additional insights into Italian adolescents' mental well-being in the last decade by adopting the Dual Factor Model; (2) Methods: We used nationally representative samples of Italian students (n = 165,000) aged 11, 13, and 15 years across the three more recent Italian Health Behaviour in School-aged Children (HBSC) surveys. Two measures of mental well-being were used: life satisfaction (LS, indicator of positive subjective well-being) and psychological health complaints (PHC, indicator of mental illness); (3) Results: Our study showed that the overall sample has been moving from a Complete Mental Health (Flourishing) to an Incomplete Mental Illness (Struggling) condition. Among 13- and 15-year-old girls, a jump from one to the other mental condition was observed in the 2014-2018 and 2010-2014 time periods, respectively; (4) Conclusions: Our findings suggest that Italian adolescents, especially older girls, have been shifting from Complete Mental Health to Incomplete Mental Illness in the last decade. Further research is needed to investigate this breaking up of the connection between psychological symptomatology and cognitive perception of life satisfaction.
Department of Public Health and Pediatrics University of Torino Via Santena 5 bis 10126 Torino Italy
Department of Sociology Trinity College Dublin 3 College Green Dublin 2 Ireland
Post Graduate School of Medical Statistics University of Torino Via Santena 5 bis 10126 Torino Italy
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Kessler R.C., Angermeyer M., Anthony J.C., DE Graaf R., Demyttenaere K., Gasquet I., DE Girolamo G., Gluzman S., Gureje O., Haro J.M., et al. Lifetime Prevalence and Age-of-Onset Distributions of Mental Disorders in the World Health Organization’s World Mental Health Survey Initiative. World Psychiatry. 2007;6:168–176. PubMed PMC
WHO . Preamble to the Constitution of the World Health Organization as Adopted by the International Health Conference, New York, 19–22 June, 1946. WHO; Geneva, Switzerland: 1948. p. 2.
HBSC Study | Health Behaviour in School-Aged Children Study. [(accessed on 10 October 2022)]. Available online: https://hbsc.org.
YYRBSS | Youth Risk Behavior Surveillance System | Data | Adolescent and School Health | CDC. [(accessed on 10 October 2022)]; Available online: https://www.cdc.gov/healthyyouth/data/yrbs/index.htm.
Inchley J., Currie D., Budisavljević S., Torsheim T., Jaastad A., Cosma A., Kelly C., Arnarsson A., Samdal O., Weber M. Spotlight on Adolescent Health and Well-Being Findings from the 2017/2018 Health Behaviour in School-Aged Children (HBSC) Survey in Europe and Canada. World Health Organization; Geneva, Switzerland: 2020. International Report VOLUME 2. KEY DATA.
Högberg B., Strandh M., Hagquist C. Gender and Secular Trends in Adolescent Mental Health over 24 Years–The Role of School-Related Stress. Soc. Sci. Med. 2020;250:112890. doi: 10.1016/j.socscimed.2020.112890. PubMed DOI
Bi S., Stevens G.W.J.M., Maes M., Boer M., Delaruelle K., Eriksson C., Brooks F.M., Tesler R., van der Schuur W.A., Finkenauer C. Perceived Social Support from Different Sources and Adolescent Life Satisfaction Across 42 Countries/Regions: The Moderating Role of National-Level Generalized Trust. J. Youth Adolesc. 2021;50:1384–1409. doi: 10.1007/s10964-021-01441-z. PubMed DOI PMC
Greenspoon P.J., Saklofske D.H. Toward an Integration of Subjective Well-Being and Psychopathology. Soc. Indic. Res. 2001;54:81–108. doi: 10.1023/A:1007219227883. DOI
Westerhof G.J., Keyes C.L.M. Mental Illness and Mental Health: The Two Continua Model Across the Lifespan. J. Adult Dev. 2010;17:110–119. doi: 10.1007/s10804-009-9082-y. PubMed DOI PMC
Keyes C.L.M. The Mental Health Continuum: From Languishing to Flourishing in Life. J. Health Soc. Behav. 2002;43:207–222. doi: 10.2307/3090197. PubMed DOI
Keyes C.L.M. Mental Health as a Complete State: How the Salutogenic Perspective Completes the Picture. In: Bauer G.F., Hämmig O., editors. Bridging Occupational, Organizational and Public Health: A Transdisciplinary Approach. Springer; Dordrecht, The Netherlands: 2014. pp. 179–192.
Venning A., Wilson A., Kettler L., Eliott J. Mental Health among Youth in South Australia: A Survey of Flourishing, Languishing, Struggling, and Floundering. Aust. Psychol. 2013;48:299–310. doi: 10.1111/j.1742-9544.2012.00068.x. DOI
Keyes C.L.M., Lopez S.J. Handbook of Positive Psychology. Oxford University Press; New York, NY, USA: 2002. Toward a Science of Mental Health: Positive Directions in Diagnosis and Interventions; pp. 45–59.
King N., Davison C.M., Pickett W. Development of a Dual-Factor Measure of Adolescent Mental Health: An Analysis of Cross-Sectional Data from the 2014 Canadian Health Behaviour in School-Aged Children (HBSC) Study. BMJ Open. 2021;11:e041489. doi: 10.1136/bmjopen-2020-041489. PubMed DOI PMC
Moore S.A., Dowdy E., Nylund-Gibson K., Furlong M.J. A Latent Transition Analysis of the Longitudinal Stability of Dual-Factor Mental Health in Adolescence. J. Sch. Psychol. 2019;73:56–73. doi: 10.1016/j.jsp.2019.03.003. PubMed DOI PMC
Cosma A., Stevens G., Martin G., Duinhof E.L., Walsh S.D., Garcia-Moya I., Költő A., Gobina I., Canale N., Catunda C., et al. Cross-National Time Trends in Adolescent Mental Well-Being From 2002 to 2018 and the Explanatory Role of Schoolwork Pressure. J. Adolesc. Health. 2020;66:S50–S58. doi: 10.1016/j.jadohealth.2020.02.010. PubMed DOI PMC
Potrebny T., Wiium N., Lundegård M.M.-I. Temporal Trends in Adolescents’ Self-Reported Psychosomatic Health Complaints from 1980-2016: A Systematic Review and Meta-Analysis. PLoS ONE. 2017;12:e0188374. doi: 10.1371/journal.pone.0188374. PubMed DOI PMC
Gariépy G., Elgar F.J. Trends in Psychological Symptoms among Canadian Adolescents from 2002 to 2014: Gender and Socioeconomic Differences. Can. J. Psychiatry. 2016;61:797–802. doi: 10.1177/0706743716670130. PubMed DOI PMC
Hagquist C. Discrepant Trends in Mental Health Complaints Among Younger and Older Adolescents in Sweden: An Analysis of WHO Data 1985–2005. J. Adolesc. Health. 2010;46:258–264. doi: 10.1016/j.jadohealth.2009.07.003. PubMed DOI
Potrebny T., Wiium N., Haugstvedt A., Sollesnes R., Torsheim T., Wold B., Thuen F. Health Complaints among Adolescents in Norway: A Twenty-Year Perspective on Trends. PLoS ONE. 2019;14:e0210509. doi: 10.1371/journal.pone.0210509. PubMed DOI PMC
Fink E., Patalay P., Sharpe H., Holley S., Deighton J., Wolpert M. Mental Health Difficulties in Early Adolescence: A Comparison of Two Cross-Sectional Studies in England From 2009 to 2014. J. Adolesc. Health. 2015;56:502–507. doi: 10.1016/j.jadohealth.2015.01.023. PubMed DOI
Bersia M., Berchialla P., Charrier L., Lemma P., Borraccino A., Nardone P., Pierannunzio D., Ciardullo S., Comoretto R.I., Dalmasso P. Mental Well-Being: 2010–2018 Trends among Italian Adolescents. Int. J. Environ. Res. Public Health. 2022;19:863. doi: 10.3390/ijerph19020863. PubMed DOI PMC
EpiCentro Sistema di Sorveglianza Hbsc in Italia. [(accessed on 10 October 2022)]. Available online: https://www.epicentro.iss.it/hbsc/hbsc-italia.
Cantril H. Pattern of Human Concerns. Rutgers University Press; New Brunswick, NJ, USA: 1965.
Gariepy G., McKinnon B., Sentenac M., Elgar F.J. Validity and Reliability of a Brief Symptom Checklist to Measure Psychological Health in School-Aged Children. Child Indic. Res. 2016;9:471–484. doi: 10.1007/s12187-015-9326-2. DOI
Dey M., Jorm A.F., Mackinnon A.J. Cross-Sectional Time Trends in Psychological and Somatic Health Complaints among Adolescents: A Structural Equation Modelling Analysis of ‘Health Behaviour in School-Aged Children’ Data from Switzerland. Soc. Psychiatry Psychiatr. Epidemiol. 2015;50:1189–1198. doi: 10.1007/s00127-015-1040-3. PubMed DOI
Lyyra N., Välimaa R., Tynjälä J. Loneliness and Subjective Health Complaints among School-Aged Children. Scand. J. Public Health. 2018;46:87–93. doi: 10.1177/1403494817743901. PubMed DOI
Haugland S. Subjective Health Complaints in Adolescence: A Cross-National Comparison of Prevalence and Dimensionality. Eur. J. Public Health. 2001;11:4–10. doi: 10.1093/eurpub/11.1.4. PubMed DOI
Heinz A., Catunda C., van Duin C., Willems H. Suicide Prevention: Using the Number of Health Complaints as an Indirect Alternative for Screening Suicidal Adolescents. J. Affect. Disord. 2020;260:61–66. doi: 10.1016/j.jad.2019.08.025. PubMed DOI
Kinnunen P., Laukkanen E., Kylmä J. Associations between Psychosomatic Symptoms in Adolescence and Mental Health Symptoms in Early Adulthood. Int. J. Nurs. Pract. 2010;16:43–50. doi: 10.1111/j.1440-172X.2009.01782.x. PubMed DOI
Inchley J., Currie D., Cosma A., Samdal O., editors. Health Behaviour in School-Aged Children (HBSC) Study Protocol: Background, Methodology and Mandatory Items for the 2017/18 Survey. CAHRU; St Andrews, UK: 2018.
Zhang Q., Lu J., Quan P. Application of the Dual-Factor Model of Mental Health among Chinese New Generation of Migrant Workers. BMC Psychol. 2021;9:1–7. doi: 10.1186/s40359-021-00693-5. PubMed DOI PMC
Harakeh Z., de Looze M.E., Schrijvers C.T.M., van Dorsselaer S.A.F.M., Vollebergh W.A.M. Individual and Environmental Predictors of Health Risk Behaviours among Dutch Adolescents: The HBSC Study. Public Health. 2012;126:566–573. doi: 10.1016/j.puhe.2012.04.006. PubMed DOI
Compton A.L. Ph.D. Thesis. University of Washington; Seattle, WA, USA: 2016. Examining the Longitudinal Stability of a Dual-Factor Model of Mental Health in Early Elementary School Students.
Kelly R.M., Hills K.J., Huebner E.S., McQuillin S.D. The Longitudinal Stability and Dynamics of Group Membership in the Dual-Factor Model of Mental Health: Psychosocial Predictors of Mental Health. Can. J. Sch. Psychol. 2012;27:337–355. doi: 10.1177/0829573512458505. DOI
Mcmahan M. Master’s Thesis. University of South Florida; Tampa, FL, USA: 2012. A Longitudinal Examination of High School Students’ Group Membership in a Dual-Factor Model of Mental Health: Stability of Mental Health Status and Predictors of Change.
Xiong J., Qin Y., Gao M., Hai M. Longitudinal Study of a Dual-Factor Model of Mental Health in Chinese Youth. Sch. Psychol. Int. 2017;38:287–303. doi: 10.1177/0143034317689970. DOI
Twenge J.M., Joiner T.E., Rogers M.L., Martin G.N. Increases in Depressive Symptoms, Suicide-Related Outcomes, and Suicide Rates Among U.S. Adolescents After 2010 and Links to Increased New Media Screen Time. Clin. Psychol. Sci. 2018;6:3–17. doi: 10.1177/2167702617723376. DOI
Mishina K., Tiiri E., Lempinen L., Sillanmäki L., Kronström K., Sourander A. Time Trends of Finnish Adolescents’ Mental Health and Use of Alcohol and Cigarettes from 1998 to 2014. Eur. Child Adolesc. Psychiatry. 2018;27:1633–1643. doi: 10.1007/s00787-018-1158-4. PubMed DOI
Bor W., Dean A.J., Najman J., Hayatbakhsh R. Are Child and Adolescent Mental Health Problems Increasing in the 21st Century? A Systematic Review. Aust. N. Z. J. Psychiatry. 2014;48:606–616. doi: 10.1177/0004867414533834. PubMed DOI
Marino C., Lenzi M., Canale N., Pierannunzio D., Dalmasso P., Borraccino A., Cappello N., Lemma P., Vieno A., 2018 HBSC-Italia Group et al. Problematic Social Media Use: Associations with Health Complaints among Adolescents. Ann. Ist. Super. Sanita. 2020;56:514–521. doi: 10.4415/ANN_20_04_16. PubMed DOI
Ghekiere A., Van Cauwenberg J., Vandendriessche A., Inchley J., Gaspar de Matos M., Borraccino A., Gobina I., Tynjälä J., Deforche B., De Clercq B. Trends in Sleeping Difficulties among European Adolescents: Are These Associated with Physical Inactivity and Excessive Screen Time? Int. J. Public Health. 2019;64:487–498. doi: 10.1007/s00038-018-1188-1. PubMed DOI
The Rise of Social Media. [(accessed on 13 October 2022)]. Available online: https://ourworldindata.org/rise-of-social-media.
Lemma P., Borraccino A., Berchialla P., Dalmasso P., Charrier L., Vieno A., Lazzeri G., Cavallo F. Well-Being in 15-Year-Old Adolescents: A Matter of Relationship with School. J. Public Health. 2015;37:573–580. doi: 10.1093/pubmed/fdu095. PubMed DOI PMC
Schinske J., Tanner K. Teaching More by Grading Less (or Differently) CBE Life Sci. Educ. 2014;13:159–166. doi: 10.1187/cbe.cbe-14-03-0054. PubMed DOI PMC
School Closures during the COVID-19 Pandemic. [(accessed on 13 October 2022)]. Available online: https://ourworldindata.org/grapher/school-closures-covid.