IDEAS home Printed from https://ideas.repec.org/a/spr/ariqol/v15y2020i3d10.1007_s11482-018-9703-3.html
   My bibliography  Save this article

Identifying Trajectories of Chinese High School Students’ Depressive Symptoms: an Application of Latent Growth Mixture Modeling

Author

Listed:
  • Caili Liu

    (Hunan Agricultural University)

  • Yong Wei

    (Hunan Provincial Education Examination Board)

  • Yu Ling

    (Hunan Agricultural University)

  • E. Scott Huebner

    (University of South Carolina)

  • Yifang Zeng

    (Texas Tech University)

  • Qin Yang

    (Hunan Agricultural University)

Abstract

Studies in western countries have identified that the development of depressive symptoms in adolescence can follow different pathways. The goal of the current study was to characterize developmental trajectories of depressive symptoms and variation in trajectories by gender among Chinese high school students. Anonymous surveys were collected from 1023 high school students [51% female; mean age, 16.29 (range, 14–19) years] in Hunan, China. Four distinct longitudinal patterns were identified. The four classes of “Moderately stable” Class, “High persistent” Class, “Low decreasing” Class and “Very Low decreasing” Class accounted for 19.6%, 6.0%, 36.5% and 38.0% of the total sample respectively. Adolescents’ depressive symptoms in the four groups did not fluctuate significantly over time. Moreover, our results suggested that although Chinese females were more likely to be members of all four groups, females were only significantly more likely than males to be members of the “Moderately stable” Class. First, the frequency and stability of adolescent depressive symptoms among Chinese high school students was relatively high compared to mid-adolescents in western countries. Second, trajectories of depressive symptoms in Chinese mid-adolescents showed meaningful heterogeneity related to four latent classes. Finally, Chinese female high school students were more likely to report higher levels of depressive symptoms than male high school students.

Suggested Citation

  • Caili Liu & Yong Wei & Yu Ling & E. Scott Huebner & Yifang Zeng & Qin Yang, 2020. "Identifying Trajectories of Chinese High School Students’ Depressive Symptoms: an Application of Latent Growth Mixture Modeling," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 15(3), pages 775-789, July.
  • Handle: RePEc:spr:ariqol:v:15:y:2020:i:3:d:10.1007_s11482-018-9703-3
    DOI: 10.1007/s11482-018-9703-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11482-018-9703-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11482-018-9703-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Javier Ortuño-Sierra & Rebeca Aritio-Solana & Félix Inchausti & Edurne Chocarro de Luis & Beatriz Lucas Molina & Alicia Pérez de Albéniz & Eduardo Fonseca-Pedrero, 2017. "Screening for depressive symptoms in adolescents at school: New validity evidences on the short form of the Reynolds Depression Scale," PLOS ONE, Public Library of Science, vol. 12(2), pages 1-11, February.
    2. Venkatram Ramaswamy & Wayne S. Desarbo & David J. Reibstein & William T. Robinson, 1993. "An Empirical Pooling Approach for Estimating Marketing Mix Elasticities with PIMS Data," Marketing Science, INFORMS, vol. 12(1), pages 103-124.
    3. Bengt Muthén & Kerby Shedden, 1999. "Finite Mixture Modeling with Mixture Outcomes Using the EM Algorithm," Biometrics, The International Biometric Society, vol. 55(2), pages 463-469, June.
    4. Hirotugu Akaike, 1987. "Factor analysis and AIC," Psychometrika, Springer;The Psychometric Society, vol. 52(3), pages 317-332, September.
    5. Stanley Sclove, 1987. "Application of model-selection criteria to some problems in multivariate analysis," Psychometrika, Springer;The Psychometric Society, vol. 52(3), pages 333-343, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Qiongwen Zhang & Yangu Pan & Yanghong Chen & Wei Liu & Li Wang & Jason A. Jean, 2022. "Effects of Father-Adolescent and Mother-Adolescent Relationships on Depressive Symptoms among Chinese Early Adolescents," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(5), pages 2657-2672, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Isabelle Archambault & Véronique Dupéré, 2017. "Joint trajectories of behavioral, affective, and cognitive engagement in elementary school," The Journal of Educational Research, Taylor & Francis Journals, vol. 110(2), pages 188-198, March.
    2. Schreier, Alayna & Stenersen, Madeline R. & Strambler, Michael J. & Marshall, Tim & Bracey, Jeana & Kaufman, Joy S., 2023. "Needs of caregivers of youth enrolled in a statewide system of care: A latent class analysis," Children and Youth Services Review, Elsevier, vol. 147(C).
    3. Moira Mckniff & Stephanie M. Simone & Tania Giovannetti, 2023. "Age, Loneliness, and Social Media Use in Adults during COVID-19: A Latent Profile Analysis," IJERPH, MDPI, vol. 20(11), pages 1-12, May.
    4. Yu Ling & E. Scott Huebner & Hongmei Yuan & Zhihua Li & Wenli Liu, 2016. "Subtyping of Strengths and Difficulties in a Chinese Adolescent Sample: a Latent Class Analysis," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 9(4), pages 933-948, December.
    5. Yu Ling & E. Scott Huebner & Yu-shu He & Ming-tian Zhong, 2016. "Three Subtypes of Internalizing and Externalizing Behaviors in Chinese Adolescents: Results of a Latent Class Analysis," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 11(4), pages 1309-1320, December.
    6. Boduszek, Daniel & Debowska, Agata & Willmott, Dominic, 2017. "Latent profile analysis of psychopathic traits among homicide, general violent, property, and white-collar offenders," Journal of Criminal Justice, Elsevier, vol. 51(C), pages 17-23.
    7. Tian, Amy Wei & Meyer, John P. & Ilic-Balas, Tatjana & Espinoza, Jose A. & Pepper, Susan, 2023. "In search of the pseudo-transformational leader: A person-centered approach," Journal of Business Research, Elsevier, vol. 158(C).
    8. Lanyan Ding & Lok-Wa Yuen & Ian M. Newman & Duane F. Shell, 2018. "University Students’ Willingness to Assist Fellow Students Who Experience Alcohol-Related Facial Flushing to Reduce Their Drinking," IJERPH, MDPI, vol. 15(5), pages 1-13, April.
    9. Burnside, Amanda N. & Gaylord-Harden, Noni K. & So, Suzanna & Voisin, Dexter R., 2018. "A latent profile analysis of exposure to community violence and peer delinquency in African American adolescents," Children and Youth Services Review, Elsevier, vol. 91(C), pages 196-203.
    10. Pietro Lovaglio & Mario Mezzanzanica, 2013. "Classification of longitudinal career paths," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(2), pages 989-1008, February.
    11. Joanna F. Dipnall & Belinda J. Gabbe & Warwick J. Teague & Ben Beck, 2020. "Identifying Homogeneous Patterns of Injury in Paediatric Trauma Patients to Improve Risk-Adjusted Models of Mortality and Functional Outcomes," IJERPH, MDPI, vol. 17(3), pages 1-20, January.
    12. William Magee & Sébastien St-Arnaud, 2012. "Models of the Joint Structure of Domain-Related and Global Distress: Implications for the Reconciliation of Quality of Life and Mental Health Perspectives," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 105(1), pages 161-185, January.
    13. repec:jss:jstsof:06:i02 is not listed on IDEAS
    14. Jennifer M. Boldero & Richard C. Bell & Susan M. Moore, 2010. "Do gambling activity patterns predict gambling problems? A latent class analysis of gambling forms among Australian youth," International Gambling Studies, Taylor & Francis Journals, vol. 10(2), pages 151-163, August.
    15. Wenjie Duan & Yujia Fei & Xiaoqing Tang, 2020. "Latent Profiles and Grouping Effects of Resilience on Mental Health among Poor Children and Adolescents," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 13(2), pages 635-655, April.
    16. Seamus Fleming & Mark Shevlin & Jamie Murphy & Stephen Joseph, 2014. "Psychosis within dimensional and categorical models of mental illness," Psychosis, Taylor & Francis Journals, vol. 6(1), pages 4-15, January.
    17. Hanna Lee & Jeong-Won Han, 2021. "Analysis of Parenting Attitude Types and Influencing Factors of Korean Parents by Using Latent Transition Analysis," IJERPH, MDPI, vol. 18(14), pages 1-13, July.
    18. Thao Thi Phuong Nguyen & Ha Ngoc Do & Thao Bich Thi Vu & Khanh Long Vu & Hiep Duy Nguyen & Dung Tuan Nguyen & Hoang Minh Do & Nga Thi Thu Nguyen & Ly Thi Bac La & Linh Phuong Doan & Tham Thi Nguyen & , 2023. "Association of Individual and Neighborhood Characteristics to Problematic Internet Use among Youths and Adolescents: Evidence from Vietnam," IJERPH, MDPI, vol. 20(3), pages 1-14, January.
    19. Ssu-Kuang Chen & Sunny Lin, 2014. "The Latent Profiles of Life Domain Importance and Satisfaction in a Quality of Life Scale," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 116(2), pages 429-445, April.
    20. Qi Chen & Wen Luo & Gregory J. Palardy & Ryan Glaman & Amber McEnturff, 2017. "The Efficacy of Common Fit Indices for Enumerating Classes in Growth Mixture Models When Nested Data Structure Is Ignored," SAGE Open, , vol. 7(1), pages 21582440177, March.
    21. Orme, John G. & Combs-Orme, Terri, 2014. "Foster parenting together: Foster parent couples," Children and Youth Services Review, Elsevier, vol. 36(C), pages 124-132.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:ariqol:v:15:y:2020:i:3:d:10.1007_s11482-018-9703-3. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.