IDEAS home Printed from https://ideas.repec.org/a/spr/jhappi/v18y2017i4d10.1007_s10902-016-9767-4.html
   My bibliography  Save this article

The Value of Exploratory Structural Equation Modeling in Identifying Factor Overlap in the Mental Health Continuum-Short Form (MHC-SF): A Study with a New Zealand Sample

Author

Listed:
  • Mohsen Joshanloo

    (Keimyung University)

  • Paul E. Jose

    (Victoria University of Wellington)

  • Magdalena Kielpikowski

    (Victoria University of Wellington)

Abstract

This study is the first to investigate the factor structure of the Mental Health Continuum-Short Form (MHC-SF) in New Zealand. Towards this end, traditional Confirmatory Factor Analysis (CFA) and the new method of Exploratory Structural Equation Modeling (ESEM) were used. Both ESEM and CFA supported the tripartite model of mental well-being in comparison to the one- and two-factor models; however, ESEM provided better fit with the data. Moreover, interfactor correlations were considerably lower in ESEM than they were in CFA, indicating greater factor distinctiveness in ESEM. ESEM also revealed a number of important cross-loadings for items in the measurement model of the MHC-SF. The results supported full metric and full scalar invariance of the MHC-SF across gender. The attenuated correlations among well-being factors obtained by ESEM here provide an important insight about the ongoing controversy regarding the failure of empirical research to identify distinct eudaimonic and hedonic factors in well-being measures. An overreliance on CFA methods may have led the field to rely on inflated estimates of shared variance between eudaimonia and hedonia.

Suggested Citation

  • Mohsen Joshanloo & Paul E. Jose & Magdalena Kielpikowski, 2017. "The Value of Exploratory Structural Equation Modeling in Identifying Factor Overlap in the Mental Health Continuum-Short Form (MHC-SF): A Study with a New Zealand Sample," Journal of Happiness Studies, Springer, vol. 18(4), pages 1061-1074, August.
    • Handle: RePEc:spr:jhappi:v:18:y:2017:i:4:d:10.1007_s10902-016-9767-4
    DOI: 10.1007/s10902-016-9767-4
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10902-016-9767-4
    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/s10902-016-9767-4?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. Edward Deci & Richard Ryan, 2008. "Hedonia, eudaimonia, and well-being: an introduction," Journal of Happiness Studies, Springer, vol. 9(1), pages 1-11, January.
    2. Mohsen Joshanloo, 2014. "Eastern Conceptualizations of Happiness: Fundamental Differences with Western Views," Journal of Happiness Studies, Springer, vol. 15(2), pages 475-493, April.
    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. Michelle Guerrero & Matt Hoffmann & Laura Pulkki-Råback, 2020. "Psychometric Properties of the Adult Self-Report: Data from over 11,000 American Adults," Stats, MDPI, vol. 3(4), pages 1-10, 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. Mohsen Joshanloo & Dan Weijers, 2019. "A two-dimensional conceptual framework for understanding mental well-being," PLOS ONE, Public Library of Science, vol. 14(3), pages 1-20, March.
    2. Silvia Exenberger & Raphaela Banzer & Jayakumar Christy & Stefan Höfer & Barbara Juen, 2019. "Eastern and Western Children’s Voices on their Well-Being," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 12(3), pages 747-768, June.
    3. Nadine Richter & Marcel Hunecke, 2021. "The Mindful Hedonist? Relationships between Well-Being Orientations, Mindfulness and Well-Being Experiences," Journal of Happiness Studies, Springer, vol. 22(7), pages 3111-3135, October.
    4. Mohsen Joshanloo, 2016. "Revisiting the Empirical Distinction Between Hedonic and Eudaimonic Aspects of Well-Being Using Exploratory Structural Equation Modeling," Journal of Happiness Studies, Springer, vol. 17(5), pages 2023-2036, October.
    5. Andrew E. Clark, 2015. "SWB as a Measure of Individual Well-Being," Working Papers halshs-01134483, HAL.
    6. I. Khumalo & Q. Temane & M. Wissing, 2012. "Socio-Demographic Variables, General Psychological Well-Being and the Mental Health Continuum in an African Context," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 105(3), pages 419-442, February.
    7. Yuan Zheng & Jingyi Zhou & Xianglong Zeng & Mingyan Jiang & Tian P. S. Oei, 2022. "A New Second-Generation Mindfulness-Based Intervention Focusing on Well-Being: A Randomized Control Trial of Mindfulness-Based Positive Psychology," Journal of Happiness Studies, Springer, vol. 23(6), pages 2703-2724, August.
    8. Lisa A. Newland & Daniel Mourlam & Gabrielle Strouse, 2018. "A Phenomenological Exploration of the Role of Digital Technology and Media in Children’s Subjective Well-Being," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 11(5), pages 1563-1583, October.
    9. Zins, Andreas H. & Ponocny, Ivo, 2022. "On the importance of leisure travel for psychosocial wellbeing," Annals of Tourism Research, Elsevier, vol. 93(C).
    10. Lenka Mynaříková & Vít Pošta, 2023. "The Effect of Consumer Confidence and Subjective Well-being on Consumers’ Spending Behavior," Journal of Happiness Studies, Springer, vol. 24(2), pages 429-453, February.
    11. Andrew E. Clark & Claudia Senik, 2011. "Is Happiness Different From Flourishing? Cross-Country Evidence from the ESS," Revue d'économie politique, Dalloz, vol. 121(1), pages 17-34.
    12. Damianus Abun & Restita B. Pellogo & Theogenia Magallanes & Melody Luz, M. Sapinoso & Mary Joy Encarnacion, 2021. "Employees' Workplace Well-Being and Organizational Citizenship Behavior of Private Education in Ilocos Norte, Philippines," Technium Social Sciences Journal, Technium Science, vol. 19(1), pages 421-438, May.
    13. Mohsen Joshanloo, 2013. "A Comparison of Western and Islamic Conceptions of Happiness," Journal of Happiness Studies, Springer, vol. 14(6), pages 1857-1874, December.
    14. Takuya Ishino & Akiko Kamesaka & Toshiya Murai & Masao Ogaki, 2014. "Effects of the Great East Japan Earthquake on Subjective Well-Being," Keio-IES Discussion Paper Series 2014-010, Institute for Economics Studies, Keio University.
    15. Brand-Correa, Lina I. & Steinberger, Julia K., 2017. "A Framework for Decoupling Human Need Satisfaction From Energy Use," Ecological Economics, Elsevier, vol. 141(C), pages 43-52.
    16. Bastos, Wilson, 2020. "“Speaking of Purchases”: How Conversational Potential Determines Consumers' Willingness to Exert Effort for Experiential Versus Material Purchases," Journal of Interactive Marketing, Elsevier, vol. 50(C), pages 1-16.
    17. Nona C. Kiknadze & Blaine J. Fowers, 2023. "Cultural Variation in Flourishing," Journal of Happiness Studies, Springer, vol. 24(7), pages 2223-2244, October.
    18. G. Noordzij & A. Dam & M. Born, 2024. "Thriving and Striving Around the World: A Cross-Cultural Examination of the Relationship Between Achievement Goals and Flourishing," Journal of Happiness Studies, Springer, vol. 25(8), pages 1-23, December.
    19. Grimani, Katerina, 2014. "Labor earnings and Psychological well-being: An Empirical Analysis," MPRA Paper 57098, University Library of Munich, Germany.
    20. Pilar Sanjuán, 2011. "Affect Balance as Mediating Variable Between Effective Psychological Functioning and Satisfaction with Life," Journal of Happiness Studies, Springer, vol. 12(3), pages 373-384, June.

    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:jhappi:v:18:y:2017:i:4:d:10.1007_s10902-016-9767-4. 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.