Sociologický časopis / Czech Sociological Review 2021, 57(3): 343-375 | DOI: 10.13060/csr.2020.048

Measurement Invariance of the SQWLi Instrument Over Time

Jiří Vinopal, Kristýna Pospíšilová
Institute of Sociology, Czech Academy of Sciences, Prague

The SQWLi questionnaire was developed for the long-term measurement of subjectively perceived quality of working life. The aim of this study is to test the instrument's measurement invariance between 2009 and 2019 and determine whether - despite the modifications made to the instrument over the years - the results remain comparable. Data from eight representative surveys of the economically active population in the Czech Republic were analysed (total N = 6909) using the MG CFA method (configural, metric, and scalar invariance) and the alignment method (approximate measurement invariance). The findings from the MG CFA tests for measurement invariance indicate that the SQWLi instrument achieves configural and metric invariance over time but not full scalar invariance. Achieving a partial scalar invariance would be challenging because of the many high modification indices; therefore, an approximate measurement invariance approach, namely the Alignment Method, was applied. The results suggest that comparisons of latent means across all years can be made. Consequently, it is possible to make meaningful comparisons of overall indices of dimensions (batteries) and of more general domains. However, not all the individual items can be compared. The results confirm that the biggest risk of invariance is caused by conceptual changes to items and by substantial or frequent modifications to item wording. Conversely, the results also show that a conceptual change to an entire dimension may not necessarily cause any problem on the general level, and that a disruption of invariance caused by changes to the range of scales used can be rectified by means of their harmonisation ex post.

Klíčová slova: SQWLi, subjective quality of working life, exact and approximate measurement invariance, alignment method

Vloženo: 17. srpen 2020; Revidováno: 25. listopad 2020; Přijato: 21. prosinec 2020; Zveřejněno: 19. srpen 2021  Zobrazit citaci

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Vinopal, J., & Pospíšilová, K. (2021). Measurement Invariance of the SQWLi Instrument Over Time. Sociologický časopis / Czech Sociological Review57(3), 343-375. doi: 10.13060/csr.2020.048
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Reference

  1. Anýžová, P. 2015. Srovnatelnost postojových škál v komparativním výzkumu. (The compatibility of attitude scales in comparative research) Olomouc: Univerzita Palackého v Olomouci.
  2. Asparouhov, T. and B. Muthén. 2014. 'Multiple-Group Factor Analysis Alignment.' Structural Equation Modeling: A Multidisciplinary Journal 21: 495-508, https://doi.org/10.1080/10705511.2014.919210. Přejít k původnímu zdroji...
  3. Byrne, B. M. 2008. 'Testing for Multigroup Equivalence of a Measuring Instrument: A Walk through the Process.' Psicothema 20 (4): 872-882.
  4. Byrne, B. M. 2010. Multivariate Applications Series. Structural Equation Modeling with AMOS: Basic Concepts, Applications, and Programming. 2nd ed. New York: Routledge.
  5. Chen, F. F. 2007. 'Sensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance.' Structural Equation Modeling: A Multidisciplinary Journal 14 (3): 464-504, https://doi.org/10.1080/10705510701301834. Přejít k původnímu zdroji...
  6. Cranny, C. J., P. C. Smith and E. F. Stone. 1992. Job Satisfaction: How People Feel about Their Jobs and How It Affects Their Performance. New York: Lexington Books.
  7. Danna, K. and R. W. Griffin. 1999. 'Health and Well-Being in the Workplace. A Review and Synthesis of the Literature.' Journal of Management 25 (3): 357-384, https://doi.org/10.1177/014920639902500305. Přejít k původnímu zdroji...
  8. Davidov, E. 2010. 'Testing for Comparability of Human Values across Countries and Time with the Third Round of the European Social Survey.' International Journal of Comparative Sociology 51 (3): 171-191, https://doi.org/10.1177/0020715210363534. Přejít k původnímu zdroji...
  9. de Bustillo, R. M., E. F. Macias, J.-I. Antón and F. Esteve. 2011. 'Pluribus Unum? A Critical Survey of Job Quality Indicators.' Socio-Economic Review 9 (3): 447-475, https://doi.org/10.1093/ser/mwr005. Přejít k původnímu zdroji...
  10. Flake J. K. and D. B. McCoach. 2017. 'An Investigation of the Alignment Method with Polytomous Indicators Under Conditions of Partial Measurement Invariance.' Structural Equation Modeling: A Multidisciplinary Journal 25 (1): 56-70, https://doi.org/10.1080/10705511.2017.1374187. Přejít k původnímu zdroji...
  11. Fuchs, T. 2009. 'Der DGB - Index Gute Arbeit.' Pp. 186-222 in Arbeitsgestaltung als Zukunftsaufgabe Die Qualität der Arbeit, edited by E. Kistler and F. Mußmann. Hamburg: VSA-Verlag.
  12. Ghai, D. 2008. 'Decent Work: Concept and Indicators.' International Labour Review 142 (2): 113-145, https://doi.org/10.1111/j.1564-913X.2003.tb00256.x. Přejít k původnímu zdroji...
  13. Hirschfeld, G. and R. von Brachel. 2014. 'Multiple-Group Confirmatory Factor Analysis in R - A Tutorial in Measurement Invariance with Continuous and Ordinal Indicators.' Practical Assessment, Research and Evaluation 19 (7). Retrieved 14 January 2020 (https://www.researchgate.net/profile/Gerrit_Hirschfeld/publication/266500478_Multiple-Group_confirmatory_factor_analysis_in_R_-_A_tutorial_in_measurement_invariance_with_continuous_and_ordinal_indicators/links/5433be3c0cf294006f71b7de/Multiple-Group-confirmatory-factor-analysis-in-R-A-tutorial-in-measurement-invariance-with-continuous-and-ordinal-indicators.pdf).
  14. Hoppock, R. 1935. Job Satisfaction. New York and London: Harper.
  15. Hu, L.-T. and P. M. Bentler. 1999. 'Cutoff Criteria for Fit Indexes in Covariance Structure Analysis: Conventional Criteria versus New Alternatives.' Structural Equation Modeling: A Multidisciplinary Journal 6 (1): 1-55, https://doi.org/10.1080/10705519909540118. Přejít k původnímu zdroji...
  16. Judge, T. A., C. L. Hulin and R. S. Dalal. 2012. 'Job Satisfaction and Job Affect.' Pp. 496-525 in Oxford Library of Psychology. The Oxford Handbook of Organizational Psychology, Vol. 1, edited by S. W. J. Kozlowski. New York: Oxford University Press, https://doi.org/10.1093/oxfordhb/9780199928309.013.0015. Přejít k původnímu zdroji...
  17. Kline, R. B. 2010. Principles and Practice of Structural Equation Modeling. 3rd ed. New York: Guilford Press.
  18. Leschke, J., A. Watt and M. Finn. 2008. Putting a Number on Job Quality? Constructing a European Job Quality Index, ETUI-REHS, WP 2008.03. Retrieved 14 January 2020 (https://library.fes.de/pdf-files/gurn/00367.pdf).
  19. Lomazzi, V. 2018. 'Measurement Invariance of Gender Role Attitudes in 59 Countries.' Methods, Data, Analyses 12 (1): 77-104.
  20. Lowe, G. 2007. 21st Century Job Quality: Achieving What Canadians Want. Ottawa: Canadian Policy Research Network.
  21. Meredith, W. 1993. 'Measurement Invariance, Factor Analysis and Factorial Invariance.' Psychometrika 58: 525-543, https://doi.org/10.1007/BF02294825. Přejít k původnímu zdroji...
  22. Muthén, B. and T. Asparouhov. 2012. 'Bayesian Structural Equation Modeling: A More Flexible Representation of Substantive Theory.' Psychological Methods 17: 313-335, https://doi.org/10.1037/a0026802. Přejít k původnímu zdroji...
  23. Muthén, B. and T. Asparouhov. 2013. New Methods for the Study of Measurement Invariance with Many Groups. Technical report. Retrieved 14 January 2020 (http://www.statmodel.com/download/PolAn.pdf).
  24. Muthén, B. and T. Asparouhov. 2014. 'IRT studies of Many Groups: The Alignment Method.' Frontiers in Psychology 5: 978, https://doi.org/10.3389/fpsyg.2014.00978. Přejít k původnímu zdroji...
  25. Saris, W. E. and I. N. Gallhofer. 2014. Design, Evaluation and Analysis of Questionnaires for Survey Research. 2nd ed. Hoboken: Wiley, https://doi.org/10.1002/9781118634646. Přejít k původnímu zdroji...
  26. Šeflová, K. 2016. 'Ekvivalence měření nástroje SQWLI v čase.' (Equivalence of SQWLI measurement over time) Dissertation, Faculty of Arts, Charles University. Retrieved 14 January 2020 (http://hdl.handle.net/20.500.11956/11700).
  27. Sirgy, J. M., D. Efraty, P. Siegel and D.-J. Lee. 2001. 'A New Measure of Quality of Work Life (QWL) Based on Need Satisfaction and Spillover Theories.' Social Indicator Research 55 (3): 241-302, https://doi.org/10.1023/A:1010986923468. Přejít k původnímu zdroji...
  28. Steinmetz, H. 2013. 'Analyzing Observed Composite Differences across Groups Is Partial Measurement Invariance Enough?' Methodology 9 (1): 1-12, https://doi.org/10.1027/1614-2241/a000049. Přejít k původnímu zdroji...
  29. Svetina, D., L. Rutkowski and D. Rutkowski. 2019. 'Multiple-Group Invariance with Categorical Outcomes Using Updated Guidelines: An Illustration Using Mplus and the lavaan/sem Tools Packages.' Structural Equation Modeling: A Multidisciplinary Journal 0: 1-20, https://doi.org/10.1080/10705511.2019.1602776. Přejít k původnímu zdroji...
  30. Swamy, D. R., T. S. Nanjundeswaraswamy and S. Rashmi. 2015 'Quality of Work Life: Scale Development and Validation.' International Journal of Caring Sciences 8 (2): 280-300.
  31. Tangian, A. S. 2005. 'A Composite Indicator of Working Conditions in the EU-15 for Policy Monitoring and Analytical Purposes.' WSI Working Papers 135, The Institute of Economic and Social Research (WSI), Hans-Böckler-Foundation. Retrieved 14 January 2020 (https://ideas.repec.org/p/zbw/wsidps/135.html).
  32. Vandenberg, R. J., C. E. Lance. 2000. 'A Review and Synthesis of the Measurement Invariance Literature: Suggestions, Practices, and Recommendations for Organizational Research.' Organizational Research Methods 3: 4-70, https://doi.org/10.1177/109442810031002. Přejít k původnímu zdroji...
  33. van de Schoot, R., P. Lugtig and J. Hox. 2012. 'A Checklist For Testing Measurement Invariance.' European Journal of Developmental Psychology 9 (4): 486-492, https://doi.org/10.1080/17405629.2012.686740. Přejít k původnímu zdroji...
  34. Vinopal, J. 2009. 'Erfahrungen mit der Messung der Qualität des Arbeitslebens in tschechischen Untersuchungen.' Pp. 143-177 in Arbeitsgestaltung als Zukunftsaufgabe Die Qualität der Arbeit, edited by E. Kistler and F. Mußmann. Hamburg: VSA-Verlag, https://doi.org/10.13060/00380288.2011.47.5.03. Přejít k původnímu zdroji...
  35. Vinopal, J. 2011. 'Indikátor subjektivní kvality pracovního života.' (Subjective quality of working life indicator) Sociologický časopis/Czech Sociological Review 47 (5): 937-965. Přejít k původnímu zdroji...
  36. Vinopal, J. 2012. 'The Discussion of Subjective Quality of Working Life Indicators.' Sociológia 44 (3): 385-401.
  37. Vinopal, J. and N. Čadová. 2019. 'Povaha aspektů pro měření objektivní kvality pracovního života.' (Aspects of measuring the objective quality of working life)
  38. Časopis výzkumu a aplikací v profesionální bezpečnosti 12 (spec.: Nové trendy v BOZP 2019). Retrieved 14 January 2020 (https://www.bozpinfo.cz/josra/povaha-aspektu-pro-mereni-objektivni-kvality-pracovniho-zivota. ISSN 1803-3687).
  39. Zercher F., P. Schmidt, J. Cieciuch and E. Davidov. 2015. 'The Comparability of the Universalism Value over Time and across Countries in the European Social Survey: Exact Vs Approximate Measurement Invariance.' Frontiers in Psychology 6: 733, https://doi.org/10.3389/fpsyg.2015.00733. Přejít k původnímu zdroji...
  40. Uhrínová, S. 2013. 'Uzatvorenie a rekultivácia skládky odpadov Myslava.' (The closure and re-cultivation of the Myslava landfill) Košice: Mesto Košice. August 13. Retrieved March 10, 2019 (http://www.daff.gov.au/__data/assets/pdf_file/0014/152105/aaws_stocktake_livestock_prod.pdf).
  41. Velicua, I. and M. Kaikab. 2015. 'Undoing Environmental Justice: Re-imagining Equality in the Rosia Montana Anti-mining Movement.' Geoforum 84: 305-315, https://doi.org/10.1016/j.geoforum.2015.10.012. Přejít k původnímu zdroji...
  42. Vincze, E. and C. Raţ. 2013. 'Spatialization and Racialization of Social Exclusion. The Social and Cultural Formation of "Gypsy Ghettos" in Romania in a European Context.' Studia Ubb Sociologia 58: 5-21.
  43. Wacquant, L. 2004. 'Ghetto.' Pp. 1-7 in International Encyclopedia of the Social and Behavioral Sciences, edited by N. J. Smelser and P. B. Baltes. London: Harper, https://doi.org/10.1016/B0-08-043076-7/99103-4. Přejít k původnímu zdroji...
  44. Wacquant, L. 2012. 'A Janus-Faced Institution of Ethnoracial Closure: A Sociological Specification of the Ghetto.' Pp. 1-32 in The Ghetto. Contemporary Global Issues and Controversies, edited by R. Hutchison and B. D. Haynes. Boulder, CO: Westview Press, https://doi.org/10.4324/9780429496516-1. Přejít k původnímu zdroji...
  45. Walker, G., J. Fairburn, G. Smith and G. Mitchell. 2003. Environmental Quality and Social Deprivation. Bristol: Environment Agency.

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