IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0070541.html
   My bibliography  Save this article

Factor Structure and Longitudinal Measurement Invariance of the Demand Control Support Model: An Evidence from the Swedish Longitudinal Occupational Survey of Health (SLOSH)

Author

Listed:
  • Holendro Singh Chungkham
  • Michael Ingre
  • Robert Karasek
  • Hugo Westerlund
  • Töres Theorell

Abstract

Objectives: To examine the factor structure and to evaluate the longitudinal measurement invariance of the demand-control-support questionnaire (DCSQ), using the Swedish Longitudinal Occupational Survey of Health (SLOSH). Methods: A confirmatory factor analysis (CFA) and multi-group confirmatory factor analysis (MGCFA) models within the framework of structural equation modeling (SEM) have been used to examine the factor structure and invariance across time. Results: Four factors: psychological demand, skill discretion, decision authority and social support, were confirmed by CFA at baseline, with the best fit obtained by removing the item repetitive work of skill discretion. A measurement error correlation (0.42) between work fast and work intensively for psychological demands was also detected. Acceptable composite reliability measures were obtained except for skill discretion (0.68). The invariance of the same factor structure was established, but caution in comparing mean levels of factors over time is warranted as lack of intercept invariance was evident. However, partial intercept invariance was established for work intensively. Conclusion: Our findings indicate that skill discretion and decision authority represent two distinct constructs in the retained model. However removing the item repetitive work along with either work fast or work intensively would improve model fit. Care should also be taken while making comparisons in the constructs across time. Further research should investigate invariance across occupations or socio-economic classes.

Suggested Citation

  • Holendro Singh Chungkham & Michael Ingre & Robert Karasek & Hugo Westerlund & Töres Theorell, 2013. "Factor Structure and Longitudinal Measurement Invariance of the Demand Control Support Model: An Evidence from the Swedish Longitudinal Occupational Survey of Health (SLOSH)," PLOS ONE, Public Library of Science, vol. 8(8), pages 1-11, August.
  • Handle: RePEc:plo:pone00:0070541
    DOI: 10.1371/journal.pone.0070541
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0070541
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0070541&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0070541?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
    ---><---

    References listed on IDEAS

    as
    1. William Meredith, 1993. "Measurement invariance, factor analysis and factorial invariance," Psychometrika, Springer;The Psychometric Society, vol. 58(4), pages 525-543, December.
    2. Rosseel, Yves, 2012. "lavaan: An R Package for Structural Equation Modeling," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 48(i02).
    3. Klaas Sijtsma, 2009. "Reliability Beyond Theory and Into Practice," Psychometrika, Springer;The Psychometric Society, vol. 74(1), pages 169-173, March.
    4. Johnson, J.V. & Hall, E.M., 1988. "Job strain, work place social support, and cardiovascular disease: A cross-sectional study of random sample of the Swedish Working Population," American Journal of Public Health, American Public Health Association, vol. 78(10), pages 1336-1342.
    5. Steenkamp, Jan-Benedict E M & Baumgartner, Hans, 1998. "Assessing Measurement Invariance in Cross-National Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 25(1), pages 78-90, June.
    6. Albert Satorra & Peter Bentler, 2001. "A scaled difference chi-square test statistic for moment structure analysis," Psychometrika, Springer;The Psychometric Society, vol. 66(4), pages 507-514, December.
    7. Karasek, R. & Baker, D. & Marxer, F. & Ahlbom, A. & Theorell, T., 1981. "Job decision latitude, job demands, and cardiovascular disease: A prospective study of Swedish men," American Journal of Public Health, American Public Health Association, vol. 71(7), pages 694-705.
    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. Johanna Stengård & Constanze Leineweber & Marianna Virtanen & Hugo Westerlund & Hui-Xin Wang, 2022. "Do good psychosocial working conditions prolong working lives? Findings from a prospective study in Sweden," European Journal of Ageing, Springer, vol. 19(3), pages 677-688, September.
    2. Mensah, Aziz & Toivanen, Susanna & Diewald, Martin & Ul Hassan, Mahmood & Nyberg, Anna, 2022. "Workplace gender harassment, illegitimate tasks, and poor mental health: Hypothesized associations in a Swedish cohort," Social Science & Medicine, Elsevier, vol. 315(C).
    3. Gunnar Bergström & Klas Gustafsson & Emmanuel Aboagye & Staffan Marklund & Gunnar Aronsson & Christina Björklund & Constanze Leineweber, 2020. "A Resourceful Work Environment Moderates the Relationship between Presenteeism and Health. A Study Using Repeated Measures in the Swedish Working Population," IJERPH, MDPI, vol. 17(13), pages 1-14, June.
    4. Mamunur Rashid & Marja-Leena Kristofferzon & Annika Nilsson, 2021. "Predictors of return to work among women with long-term neck/shoulder and/or back pain: A 1-year prospective study," PLOS ONE, Public Library of Science, vol. 16(11), pages 1-16, November.
    5. Rui Wang & Victoria Blom & Carla F. J. Nooijen & Lena V. Kallings & Örjan Ekblom & Maria M. Ekblom, 2021. "The Role of Executive Function in the Effectiveness of Multi-Component Interventions Targeting Physical Activity Behavior in Office Workers," IJERPH, MDPI, vol. 19(1), pages 1-14, December.
    6. Linda L Magnusson Hanson & Paraskevi Peristera & Holendro Singh Chungkham & Hugo Westerlund, 2016. "Longitudinal Mediation Modeling of Unhealthy Behaviors as Mediators between Workplace Demands/Support and Depressive Symptoms," PLOS ONE, Public Library of Science, vol. 11(12), pages 1-14, 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. P. Couper, Mick & Cernat, Alexandru & Beth Ofstedal, Mary, 2015. "Estimation of mode effects in the Health and Retirement Study using measurement models," ISER Working Paper Series 2015-19, Institute for Social and Economic Research.
    2. Carlos Miguel Lemos & Ross Joseph Gore & Ivan Puga-Gonzalez & F LeRon Shults, 2019. "Dimensionality and factorial invariance of religiosity among Christians and the religiously unaffiliated: A cross-cultural analysis based on the International Social Survey Programme," PLOS ONE, Public Library of Science, vol. 14(5), pages 1-36, May.
    3. Claudia Marino & C. M. Hirst & C. Murray & A. Vieno & Marcantonio M. Spada, 2018. "Positive Mental Health as a Predictor of Problematic Internet and Facebook Use in Adolescents and Young Adults," Journal of Happiness Studies, Springer, vol. 19(7), pages 2009-2022, October.
    4. André Pirralha & Wiebke Weber, 2020. "Correction for measurement error in invariance testing: An illustration using SQP," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-18, October.
    5. Yaël Drunen & Bram Spruyt & Filip Droogenbroeck, 2021. "The Salience of Perceived Societal Conflict in Europe: A 27 Country Study on the Development of a Measure for Generalized Conflict Thinking," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(2), pages 595-635, December.
    6. Sebastián Fierro-Suero & Bartolomé J. Almagro & Pedro Sáenz-López & José Carmona-Márquez, 2020. "Perceived Novelty Support and Psychological Needs Satisfaction in Physical Education," IJERPH, MDPI, vol. 17(11), pages 1-14, June.
    7. Rémi Colin-Chevalier & Bruno Pereira & Amanda Clare Benson & Samuel Dewavrin & Thomas Cornet & Frédéric Dutheil, 2022. "The Protective Role of Job Control/Autonomy on Mental Strain of Managers: A Cross-Sectional Study among Wittyfit’s Users," IJERPH, MDPI, vol. 19(4), pages 1-10, February.
    8. Peter Tavel & Bibiana Jozefiakova & Peter Telicak & Jana Furstova & Michal Puza & Natalia Kascakova, 2022. "Psychometric Analysis of the Shortened Version of the Spiritual Well-Being Scale on the Slovak Population (SWBS-Sk)," IJERPH, MDPI, vol. 19(1), pages 1-12, January.
    9. Janina Isabel Steinert & Lucie Dale Cluver & G. J. Melendez-Torres & Sebastian Vollmer, 2018. "One Size Fits All? The Validity of a Composite Poverty Index Across Urban and Rural Households in South Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(1), pages 51-72, February.
    10. Sai-fu Fung & Esther Oi-wah Chow & Chau-kiu Cheung, 2020. "Development and Evaluation of the Psychometric Properties of a Brief Wisdom Development Scale," IJERPH, MDPI, vol. 17(8), pages 1-14, April.
    11. Georges Steffgen & Philipp E. Sischka & Martha Fernandez de Henestrosa, 2020. "The Quality of Work Index and the Quality of Employment Index: A Multidimensional Approach of Job Quality and Its Links to Well-Being at Work," IJERPH, MDPI, vol. 17(21), pages 1-31, October.
    12. Ankica Kosic & Tamara Džamonja Ignjatović & Nebojša Petrović, 2021. "A Cross-Cultural Study of Distress during COVID-19 Pandemic: Some Protective and Risk Factors," IJERPH, MDPI, vol. 18(14), pages 1-15, July.
    13. Calvo Porral, Cristina & Martínez Fernández, Valentín Alejandro & Juanatey Boga, Oscar, 2016. "Influência da assinatura do fabricante na lealdade e intenção de compra de marcas próprias de varejista," RAE - Revista de Administração de Empresas, FGV-EAESP Escola de Administração de Empresas de São Paulo (Brazil), vol. 56(1), January.
    14. Hofmans, J. & Pepermans, R. & Loix, E., 2009. "Measurement invariance matters: A case made for the ORTOFIN," Journal of Economic Psychology, Elsevier, vol. 30(4), pages 667-674, August.
    15. Jorge Sinval & M. Joseph Sirgy & Dong-Jin Lee & João Marôco, 2020. "The Quality of Work Life Scale: Validity Evidence from Brazil and Portugal," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 15(5), pages 1323-1351, November.
    16. Dybro Liengaard, Benjamin, 2024. "Measurement invariance testing in partial least squares structural equation modeling," Journal of Business Research, Elsevier, vol. 177(C).
    17. Pei-Chen Wu, 2010. "Differential Functioning of the Chinese Version of Beck Depression Inventory-II in Adolescent Gender Groups: Use of a Multiple-Group Mean and Covariance Structure Model," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 96(3), pages 535-550, May.
    18. Joanna Różycka-Tran & Guido Alessandri & Paweł Jurek & Michał Olech, 2018. "A test of construct isomorphism of the Belief in a Zero-Sum Game scale: A multilevel 43-nation study," PLOS ONE, Public Library of Science, vol. 13(9), pages 1-15, September.
    19. Kroh, Julia & Globocnik, Dietfried & Schultz, Carsten & Holdhof, Frederike & Salomo, Søren, 2024. "Micro-foundations of digital innovation capability – A mixed method approach to develop and validate a multi-dimensional measurement instrument," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    20. Eldad Davidov & Stefan Thörner & Peter Schmidt & Stefanie Gosen & Carina Wolf, 2011. "Level and change of group-focused enmity in Germany: unconditional and conditional latent growth curve models with four panel waves," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 95(4), pages 481-500, December.

    More about this item

    Statistics

    Access and download statistics

    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:plo:pone00:0070541. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.