A Validation of the Multidimensional Workaholism Scale
Main Article Content
Abstract
This study aimed to examine the reliability and validity of the Multidimensional Workaholism Scale (MWS) among Korean employees. Evidence in terms of the reliability of internal consistency, measurement invariance tests, discriminant validity, and criterion-related validity support that the MWS is a valid and reliable measure of workaholism for Korean employees. First, the MWS showed good internal consistency coefficients among full-time Korean employees (N = 358). Second, measurement invariance analyses showed that a four-factor model (behavioral, cognitive, motivational, and emotional) also holds in the Korean sample, and factor loadings were equivalent between the Korean and the U.S. (N = 407) samples. Third, correlation analysis and a series of confirmatory factor analysis results provide discriminant validity evidence between the MWS and work engagement. Finally, a portion of the Korean sample (N= 228) provided data for criterion validity. Correlation analysis of the data showed that the MWS revealed the expected relationships with emotional exhaustion, work interfering with family, family interfering with work, and work hours. For the variables of job satisfaction, life satisfaction, and physical symptoms, the expected relationships with the MWS appear when work engagement was controlled for. Overall, this study suggested that the MWS is a valid and reliable measure of workaholism for Korean employees.
Metrics
Article Details
This work is licensed under a Creative Commons Attribution 4.0 International License.
Funding data
References
엄세원, 이재림 (2018). 한국 근로자의 일중독: 일중독 척도 타당화 및 고용불안정성과 가족관계 만족도와의 관계. 가정과 삶의 질 연구, 36(1), 1-23. https://doi.org/10.7466/jkhma.2018.36.1.1 DOI: https://doi.org/10.7466/JKHMA.2018.36.1.1
정병석, 탁진국 (2009). 일중독성향의 선행변인과 결과변인에 관한 연구. 한국심리학회지 산업 및 조직, 22(2), 295-317. https://doi.org/10.24230/ksiop.22.2.200905.295 DOI: https://doi.org/10.24230/ksiop.22.2.200905.295
Andreassen, C. S., Griffiths, M. D., Hetland, J., & Pallesen, S. (2012). Development of a work addiction scale. Scandinavian Journal of psychology, 53(3), 265-272. https://doi.org/10.1111/j.1467-9450.2012.00947.x DOI: https://doi.org/10.1111/j.1467-9450.2012.00947.x
Aziz, S., Uhrich, B., Wuensch, K. L., & Swords, B. (2013). The Workaholism Analysis Questionnaire: Emphasizing work-life imbalance and addiction in the measurement of workaholism. Journal of Behavioral and Applied Management, 14(2), 71-86. https://doi.org/10.21818/001c.17923 DOI: https://doi.org/10.21818/001c.17923
Bakker, A. B., Demerouti, E., Oerlemans, W., & Sonnentag, S. (2013). Workaholism and daily recovery: A day reconstruction study of leisure activities. Journal of Organizational Behavior, 34(1), 87-107. https://doi.org/10.1002/job.1796 DOI: https://doi.org/10.1002/job.1796
Bandalos, D. L. (2021). Item meaning and order as causes of correlated residuals in confirmatory factor analysis. Structural Equation Modeling: A Multidisciplinary Journal, 28(6), 903-913. https://doi.org/10.1080/10705511.2021.1916395 DOI: https://doi.org/10.1080/10705511.2021.1916395
Brislin, R. W. (1970). Back-translation for cross- cultural research. Journal of Cross-cultural Psychology, 1(3), 185-216. https://doi.org/10.1177/135910457000100301 DOI: https://doi.org/10.1177/135910457000100301
Chen, F. F. (2008). What happens if we compare chopsticks with forks? The impact of making inappropriate comparisons in cross-cultural research. Journal of Personality and Social Psychology, 95(5), 1005-1018.https://doi.org/10.1037/a0013193 DOI: https://doi.org/10.1037/a0013193
Cheung, G. W., & Lau, R. S. (2012). A direct comparison approach for testing measurement invariance. Organizational Research Methods, 15(2), 167-198.https://doi.org/10.1177/1094428111421987 DOI: https://doi.org/10.1177/1094428111421987
Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9(2), 233-255. https://doi.org/10.1207/S15328007SEM0902_5 DOI: https://doi.org/10.1207/S15328007SEM0902_5
Christian, M. S., & Slaughter, J. E. (2007). Work engagement: A meta-analytic review and directions for research in an emerging area. Paper presented at the Academy of Management Proceedings. Philadelphia, PA. DOI: https://doi.org/10.5465/ambpp.2007.26536346
Church, A. T., & Katigbak, M. S. (1988). The emic strategy in the identification and assessment of personality dimensions in a non-western culture: Rationale, steps, and a Philippine illustration. Journal of Cross-Cultural Psychology, 19(2), 140-163. https://doi.org/10.1177/0022022188192002 DOI: https://doi.org/10.1177/0022022188192002
Clark, M. A., Michel, J. S., Zhdanova, L., Pui, S. Y., & Baltes, B. B. (2016). All work and no play? A meta-analytic examination of the correlates and outcomes of workaholism. Journal of Management, 42(7), 1836-1873. https://doi.org/10.1177/0149206314522301 DOI: https://doi.org/10.1177/0149206314522301
Clark, M. A., Smith, R. W., & Haynes, N. J. (2020). The Multidimensional Workaholism Scale: Linking the conceptualization and measurement of workaholism. Journal of Applied Psychology. 105(11), 1281-1307. https://doi.org/10.1037/apl0000484 DOI: https://doi.org/10.1037/apl0000484
Di Stefano, G., & Gaudiino, M. (2019). Workaholism and work engagement: How are they similar? How are they different? A systematic review and meta-analysis. European Journal of Work and Organizational Psychology, 28(3), 329-347. https://doi.org/10.1080/1359432X.2019.1590337
Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49(1), 71-75. https://doi.org/10.1207/s15327752jpa4901_13 DOI: https://doi.org/10.1207/s15327752jpa4901_13
Gillet, N., Morin, A. J., Sandrin, E., & Houle. (2018). Investigating the combined effects of workaholism and work engagement: A substantive-methodological synergy of variable- centered and person-centered methodologies. Journal of Vocational Behavior, 109, 54-77. https://doi.org/10.1016/j.jvb.2018.09.006 DOI: https://doi.org/10.1016/j.jvb.2018.09.006
Hackman, J. R., & Oldham, G. R. (1975). Development of the job diagnostic survey. Journal of Applied Psychology, 60(2), 159-170. https://doi.org/10.1037/h0076546 DOI: https://doi.org/10.1037/h0076546
Halbesleben, J. R. (2010). A meta-analysis of work engagement: Relationships with burnout, demands, resources, and consequences. In A. B. Bakker & M. P. Leiter (Eds.), Work engagement: A handbook of essential theory and research (pp. 102-117). NY: Psychology Press.
Kubota, K., Shimazu, A., Kawakami, N., Takahashi, M., Nakata, A., & Schaufeli, W. B. (2010). The empirical distinctiveness of work engagement and workaholism among hospital nurses in Japan: The effect on sleep quality and Job performance. Ciencia & Trabajo: C&T, 13(41), 152-157. https://doi.org/10.1080/1359432X.2019.1590337 DOI: https://doi.org/10.1080/1359432X.2019.1590337
MacKinnon, D. P., Krull, J. L., & Lockwood, C. M. (2000). Equivalence of the mediation, confounding and suppression effect. Prevention Science, 1(4), 173-181. https://doi.org/10.1023/a:1026595011371 DOI: https://doi.org/10.1023/A:1026595011371
Maslach, C., & Jackson, S. E. (1981). Maslach burnout inventory manual. Palo Alto, CA: Consulting Psychologists Press. DOI: https://doi.org/10.1037/t05190-000
Maslach, C., Schaufeli, W. B., & Leiter, M. P. (2001). Job burnout. Annual Review of Psychology, 52(1), 397-422. https://doi.org/10.1146/annurev.psych.52.1.397 DOI: https://doi.org/10.1146/annurev.psych.52.1.397
McMillan, L. H., O’driscoll, M. P., Marsh, N. V., & Brady, E. C. (2001). Understanding workaholism: Data synthesis, theoretical critique, and future design strategies. International Journal of Stress Management, 8(2), 69-91. https://doi.org/1072-5245/01/0400-0069/$19.50/0 DOI: https://doi.org/10.1023/A:1009573129142
Meade, A. W., Johnson, E. C., & Braddy, P. W. (2008). Power and sensitivity of alternative fit indices in tests of measurement invariance. Journal of Applied Psychology, 93(3), 568-592. https://doi.org/10.1037/0021-9010.93.3.568 DOI: https://doi.org/10.1037/0021-9010.93.3.568
Muthén, L., & Muthén, B. (2017). Mplus user’s guide (8th ed.). Los Angeles, CA: Muthén & Muthén.
Netemeyer, R. G., Boles, J. S., & McMurrian, R. (1996). Development and validation of work–family conflict and family–work conflict scales. Journal of Applied Psychology, 81(4), 400-410.https://doi.org/10.1037/0021-9010.81.4.400 DOI: https://doi.org/10.1037/0021-9010.81.4.400
Ng, T. W., Sorensen, K. L., & Feldman, D. C. (2007). Dimensions, antecedents, and consequences of workaholism: A conceptual integration and extension. Journal of Organizational Behavior, 28(1), 111-136. https://doi.org/10.1002/job.424 DOI: https://doi.org/10.1002/job.424
Oates, W. E. (1971). Confessions of a workaholic: The facts about work addiction. Cleveland Ohio: World Publishing Company.
Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879-903. https://doi.org/10.1037/0021-9010.88.5.879 DOI: https://doi.org/10.1037/0021-9010.88.5.879
Robinson, B. E. (1999). The Work Addiction Risk Test: Development of a tentative measure of workaholism. Perceptual and Motor Skills, 88(1), 199-210. https://doi.org/10.2466/pms.1999.88.1.199 DOI: https://doi.org/10.2466/pms.1999.88.1.199
Schaufeli, W. B., Salanova, M., González-Romá, V., & Bakker, A. B. (2002). The measurement of engagement and burnout: A two sample confirmatory factor analytic approach. Journal of Happiness Studies, 3(1), 71-92. https://doi.org/10.1023/A:1015630930326 DOI: https://doi.org/10.1023/A:1015630930326
Schaufeli, W. B., Taris, T. W., & Bakker, A. B. (2008). It takes two to tango. Workaholism is working excessively and working compulsively. In R. J. Burke & C. L. Cooper (Eds.), The long work hours culture. Causes, consequences and choices (pp. 203-226). Bingley U.K.: Emerald.
Schaufeli, W. B., Taris, T. W., & Van Rhenen, W. (2008). Workaholism, burnout, and work engagement: Three of a kind or three different kinds of employee well‐being? Applied Psychology, 57(2), 173-203. https://doi.org/10.1111/j.1464-0597.2007.00285.x DOI: https://doi.org/10.1111/j.1464-0597.2007.00285.x
Scott, K. S., Moore, K. S., & Miceli, M. P. (1997). An exploration of the meaning and consequences of workaholism. Human Relations, 50(3), 287-314. https://doi.org/10.1177/001872679705000304 DOI: https://doi.org/10.1177/001872679705000304
Shimazu, A., & Schaufeli, W. B. (2009). Is workaholism good or bad for employee well- being? The distinctiveness of workaholism and work engagement among Japanese employees. Industrial Health, 47(5), 495-502. https://doi.org/10.2486/indhealth.47.495 DOI: https://doi.org/10.2486/indhealth.47.495
Shimazu, A., Schaufeli, W. B., Kamiyama, K., & Kawakami, N. (2015). Workaholism vs. work engagement: The two different predictors of future well-being and performance. International Journal of Behavioral Medicine, 22(1), 18-23. https://doi.org/10.1007/s12529-014-9410-x DOI: https://doi.org/10.1007/s12529-014-9410-x
Shrout, P. E., & Bolger, N. (2002). Mediation in experimental and nonexperimental studies: New procedures and recommendations. Psychological Methods, 7(4), 422-445. https://doi.org/10.1037/1082-989X.7.4.422 DOI: https://doi.org/10.1037/1082-989X.7.4.422
Spector, P. E., & Jex, S. M. (1998). Development of four self-report measures of job stressors and strain: Interpersonal conflict at work scale, organizational constraints scale, quantitative workload inventory, and physical symptoms inventory. Journal of Occupational Health Psychology, 3(4), 356-367. https://doi.org/10.1037/1076-8998.3.4.356 DOI: https://doi.org/10.1037/1076-8998.3.4.356
Spence, J. T., & Robbins, A. S. (1992). Workaholism: Definition, measurement, and preliminary results. Journal of Personality Assessment, 58(1), 160-178. https://doi.org/10.1207/s15327752jpa5801_15 DOI: https://doi.org/10.1207/s15327752jpa5801_15
Steenkamp, J. B. E., & Baumgartner, H. (1998). Assessing measurement invariance in cross- national consumer research. Journal of Consumer Research, 25(1), 78-90. https://doi.org/10.1086/209528 DOI: https://doi.org/10.1086/209528
Sussman, S. (2012). Workaholism: A review. Journal of Addiction Research & Therapy, 6(1). https://doi.org/10.4172/2155-6105.S6-001 DOI: https://doi.org/10.4172/2155-6105.S6-001
Tzelgov, J., & Henik, A. (1991). Suppression situations in psychological research: Definitions, implications, and applications. Psychological Bulletin, 109(3), 524-536. https://doi.org/10.1037/0033-2909.109.3.524 DOI: https://doi.org/10.1037/0033-2909.109.3.524
van Beek, I., Taris, T. W., & Schaufeli, W. B. (2011). Workaholic and work engaged employees: Dead ringers or worlds apart? Journal of Occupational Health Psychology, 16(4), 468-483. https://doi.org/10.1037/a0024392 DOI: https://doi.org/10.1037/a0024392
Van de Schoot, R., Lugtig, P., & Hox, J. (2012). A checklist for testing measurement invariance. European Journal of Developmental Psychology, 9(4), 486-492. https://doi.org/10.1080/17405629.2012.686740 DOI: https://doi.org/10.1080/17405629.2012.686740
Van Gordon, W., Shonin, E., Dunn, T. J., Garcia-Campayo, J., Demarzo, M. M., & Griffiths, M. D. (2017). Meditation awareness training for the treatment of workaholism: A controlled trial. Journal of Behavioral Addictions, 6(2), 212-220. https://doi.org/10.1556/2006.6.2017.021 DOI: https://doi.org/10.1556/2006.6.2017.021
Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3(1), 4-70. https://doi.org/10.1177/109442810031002 DOI: https://doi.org/10.1177/109442810031002
Wang, M., & Russell, S. S. (2005). Measurement equivalence of the job descriptive index across Chinese and American workers: Results from confirmatory factor analysis and item response theory. Educational and Psychological Measurement, 65(4), 709-732. https://doi.org/10.1177/0013164404272494 DOI: https://doi.org/10.1177/0013164404272494