IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v17y2020i21p7800-d434362.html
   My bibliography  Save this article

Measurement Invariance of the Flourishing Scale among a Large Sample of Canadian Adolescents

Author

Listed:
  • Isabella Romano

    (School of Public Health and Health Systems, University of Waterloo, Waterloo, ON N2L 3G1, Canada)

  • Mark A. Ferro

    (School of Public Health and Health Systems, University of Waterloo, Waterloo, ON N2L 3G1, Canada)

  • Karen A. Patte

    (Department of Health Sciences, Brock University, St. Catharines, ON L2S 3A1, Canada)

  • Ed Diener

    (Department of Psychology, University of Illinois at Urbana-Champaign, Champaign, IL 61820, USA)

  • Scott T. Leatherdale

    (School of Public Health and Health Systems, University of Waterloo, Waterloo, ON N2L 3G1, Canada)

Abstract

Our aim was to examine measurement invariance of the Flourishing Scale (FS)—a concise measure of psychological wellbeing—across two study samples and by population characteristics among Canadian adolescents. Data were retrieved from 74,501 Canadian secondary school students in Year 7 (2018–2019) of the COMPASS Study and from the original validation of the FS ( n = 689). We assessed measurement invariance using a confirmatory factor analysis in which increasingly stringent equality constraints were specified for model parameters between the following groups: study sample (i.e., adolescents vs. adults), gender, grade, and ethno-racial identity. In all models, full measurement invariance of the FS across all sub-groups was demonstrated. Our findings support the validity of the FS for measuring psychological wellbeing among Canadian adolescents in secondary school. Observed differences in FS score among subgroups therefore represent true differences in wellbeing rather than artifacts of differential interpretation.

Suggested Citation

  • Isabella Romano & Mark A. Ferro & Karen A. Patte & Ed Diener & Scott T. Leatherdale, 2020. "Measurement Invariance of the Flourishing Scale among a Large Sample of Canadian Adolescents," IJERPH, MDPI, vol. 17(21), pages 1-15, October.
  • Handle: RePEc:gam:jijerp:v:17:y:2020:i:21:p:7800-:d:434362
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/17/21/7800/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/17/21/7800/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Carol D. Ryff, 2017. "Eudaimonic well-being, inequality, and health: Recent findings and future directions," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 64(2), pages 159-178, June.
    2. Katsunori Sumi, 2014. "Reliability and Validity of Japanese Versions of the Flourishing Scale and the Scale of Positive and Negative Experience," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 118(2), pages 601-615, September.
    3. Andrew Howell & Karen Buro, 2015. "Measuring and Predicting Student Well-Being: Further Evidence in Support of the Flourishing Scale and the Scale of Positive and Negative Experiences," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 121(3), pages 903-915, April.
    4. Laura Giuntoli & Francesco Ceccarini & Claudio Sica & Corrado Caudek, 2017. "Validation of the Italian Versions of the Flourishing Scale and of the Scale of Positive and Negative Experience," SAGE Open, , vol. 7(1), pages 21582440166, January.
    5. Carmen Viejo & Mercedes Gómez-López & Rosario Ortega-Ruiz, 2018. "Adolescents’ Psychological Well-Being: A Multidimensional Measure," IJERPH, MDPI, vol. 15(10), pages 1-22, October.
    6. Lucy Hone & Aaron Jarden & Grant Schofield, 2014. "Psychometric Properties of the Flourishing Scale in a New Zealand Sample," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 119(2), pages 1031-1045, November.
    7. Ana Silva & António Caetano, 2013. "Validation of the Flourishing Scale and Scale of Positive and Negative Experience in Portugal," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 110(2), pages 469-478, January.
    8. Felicia Huppert & Timothy So, 2013. "Flourishing Across Europe: Application of a New Conceptual Framework for Defining Well-Being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 110(3), pages 837-861, February.
    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. Anna Parola & Jenny Marcionetti, 2022. "Positive Resources for Flourishing: The Effect of Courage, Self-Esteem, and Career Adaptability in Adolescence," Societies, MDPI, vol. 13(1), pages 1-12, December.

    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. Jesus Alfonso D. Datu, 2018. "Flourishing is Associated with Higher Academic Achievement and Engagement in Filipino Undergraduate and High School Students," Journal of Happiness Studies, Springer, vol. 19(1), pages 27-39, January.
    2. Marta Martín-Carbonell & Begoña Espejo & Irene Checa & Martha Fernández-Daza, 2021. "Adaptation and Measurement Invariance by Gender of the Flourishing Scale in a Colombian Sample," IJERPH, MDPI, vol. 18(5), pages 1-12, March.
    3. Aiste Dirzyte & Živilė Sederevičiūtė-Pačiauskienė & Jolita Šliogerienė & Aivaras Vijaikis & Aidas Perminas & Lukas Kaminskis & Giedrius Žebrauskas & Kęstutis Mačiulaitis, 2021. "Peer-to-Peer Confirmation, Positive Automatic Thoughts, and Flourishing of Computer Programming E-Learners," Sustainability, MDPI, vol. 13(21), pages 1-24, October.
    4. Begoña Espejo & Irene Checa & Jaime Perales-Puchalt & Juan Francisco Lisón, 2020. "Validation and Measurement Invariance of the Scale of Positive and Negative Experience (SPANE) in a Spanish General Sample," IJERPH, MDPI, vol. 17(22), pages 1-15, November.
    5. Chua Bee Seok & Getrude Cosmas & Shazia Iqbal Hashmi & Carmella Ading, 2022. "Psychometric and Gender Invariance Analysis of the Flourishing Scale in the Malaysian Context," SAGE Open, , vol. 12(2), pages 21582440221, May.
    6. Marta Martín-Carbonell & Irene Checa & Martha Fernández-Daza & Yadid Paternina & Begoña Espejo, 2021. "Adaptation and Psychometric Properties of the Scale of Positive and Negative Experience (SPANE) in the General Colombian Population," IJERPH, MDPI, vol. 18(12), pages 1-17, June.
    7. Jesus Alfonso D. Datu & Charlie E. Labarda & Maria Guadalupe C. Salanga, 2020. "Flourishing is Associated with Achievement Goal Orientations and Academic Delay of Gratification in a Collectivist Context," Journal of Happiness Studies, Springer, vol. 21(4), pages 1171-1182, April.
    8. Nona C. Kiknadze & Blaine J. Fowers, 2023. "Cultural Variation in Flourishing," Journal of Happiness Studies, Springer, vol. 24(7), pages 2223-2244, October.
    9. Alexandra Ganglmair-Wooliscroft & Ben Wooliscroft, 2019. "Well-Being and Everyday Ethical Consumption," Journal of Happiness Studies, Springer, vol. 20(1), pages 141-163, January.
    10. Lars Bauger & Rob Bongaardt & Jack J. Bauer, 2021. "Maturity and Well-Being: The Development of Self-Authorship, Eudaimonic Motives, Age, and Subjective Well-Being," Journal of Happiness Studies, Springer, vol. 22(3), pages 1313-1340, March.
    11. Paola Magnano & Giuseppe Santisi & Andrea Zammitti & Rita Zarbo & Santo Di Nuovo, 2019. "Self-Perceived Employability and Meaningful Work: The Mediating Role of Courage on Quality of Life," Sustainability, MDPI, vol. 11(3), pages 1-14, February.
    12. Anna Parola & Jenny Marcionetti, 2022. "Positive Resources for Flourishing: The Effect of Courage, Self-Esteem, and Career Adaptability in Adolescence," Societies, MDPI, vol. 13(1), pages 1-12, December.
    13. Vicente Prado-Gascó & Virginia Romero-Reignier & Patricia Mesa-Gresa & Ana Belén Górriz, 2020. "Subjective Well-Being in Spanish Adolescents: Psychometric Properties of the Scale of Positive and Negative Experiences," Sustainability, MDPI, vol. 12(10), pages 1-16, May.
    14. Marta G. Pancheva & Carol D. Ryff & Mario Lucchini, 2021. "An Integrated Look at Well-Being: Topological Clustering of Combinations and Correlates of Hedonia and Eudaimonia," Journal of Happiness Studies, Springer, vol. 22(5), pages 2275-2297, June.
    15. Bryant Pui Hung Hui & Anise M. S. Wu & Nicolson Y. F. Siu & Ming-Lun Chung & Ngai Pun, 2019. "The Effects of Need Satisfaction and Dissatisfaction on Flourishing among Young Chinese Gamers: The Mediating Role of Internet Gaming Disorder," IJERPH, MDPI, vol. 16(22), pages 1-14, November.
    16. Mark Fabian, 2019. "Racing from Subjective Well-Being to Public Policy: A Review of The Origins of Happiness," Journal of Happiness Studies, Springer, vol. 20(6), pages 2011-2026, August.
    17. Mirko Duradoni & Federico Innocenti & Andrea Guazzini, 2020. "Well-Being and Social Media: A Systematic Review of Bergen Addiction Scales," Future Internet, MDPI, vol. 12(2), pages 1-12, January.
    18. Joan Guerra-Bustamante & Benito León-del-Barco & Rocío Yuste-Tosina & Víctor M. López-Ramos & Santiago Mendo-Lázaro, 2019. "Emotional Intelligence and Psychological Well-Being in Adolescents," IJERPH, MDPI, vol. 16(10), pages 1-12, May.
    19. Laura Giuntoli & Francesco Ceccarini & Claudio Sica & Corrado Caudek, 2017. "Validation of the Italian Versions of the Flourishing Scale and of the Scale of Positive and Negative Experience," SAGE Open, , vol. 7(1), pages 21582440166, January.
    20. Horváth Zsuzsánna E. & Nováky Erzsébet, 2016. "Development of a Future Orientation Model in Emerging Adulthood in Hungary," Social Change Review, Sciendo, vol. 14(2), pages 69-95, December.

    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:gam:jijerp:v:17:y:2020:i:21:p:7800-:d:434362. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.