Abstract
This study examines the association between underemployment and quality of life, with a focus the explanatory power of community and leisure factors. Using survey data collected by the Canadian Index of Wellbeing in four mid-size communities (N = 5561), a subsample of participants was selected who indicated that they worked for pay (n = 2845). About one-fifth of workers were underemployed, based on a perceived mismatch between their job and their education and training. Guided by a modified perspective of the Leisure Constraints Model that includes intrapersonal, interpersonal, and structural level constraints and/or facilitators to participation, data were analyzed using two linear regression models examining overall wellbeing and self-assessed mental health. After controlling for socio-demographic characteristics in each model, mediators were introduced and then further probed to determine significant pathways in the relationships. In both cases, the direct effect of underemployment was negative. Wellbeing among underemployed workers was partially mediated by two structural, and one interpersonal factors: time for self, perceived access to recreation and cultural opportunities, and sense of community. Mental health was fully mediated by time for self and sense of community. In a test of contrast between significant pathways, there were no differences in either model, suggesting that each of the significant leisure moderators contributed equally to the relationship between underemployment and quality of life. Community and leisure factors have been relatively unexamined to date, but results show that they should be considered for inclusion in future research on personal outcomes of underemployment.
Similar content being viewed by others
References
Ajzen, I., & Driver, B. L. (1991). Prediction of leisure participation from behavioral, normative, and control beliefs: An application of the theory of planned behavior. Leisure Sciences, 13(3), 185–204. doi:10.1080/01490409109513137.
Baker, D. A., & Palmer, R. J. (2006). Examining the effects of perceptions of community and recreation participation on quality of life. Social Indicators Research, 75(3), 395–418. doi:10.1007/s11205-004-5298-1.
Beard, J. G., & Ragheb, M. G. (1980). Measuring leisure satisfaction. Jounral of Leisure Research, 12, 20–33.
Blustein, D. L., Kozan, S., & Connors-Kellgren, A. (2013). Unemployment and underemployment: A narrative analysis about loss. Journal of Vocational Behavior, 82(3), 256–265. doi:10.1016/j.jvb.2013.02.005.
Bunting, T., Filion, P., Hoernig, H., Seasons, M., & Lederer, J. (2007). Density, size, dispersion: Towards understanding the structural dynamics of mid-size cities. Canadian Journal of Urban Research, 16(2), 27–52.
Caldwell, L. L. (2005). Leisure and health: why is leisure therapeutic? British Journal of Guidance & Counselling, 33(1), 7–26. doi:10.1080/03069880412331335939.
Canadian Index of Wellbeing. (2009). What is wellbeing? Retrieved from https://uwaterloo.ca/canadian-index-wellbeing/wellbeing-canada/what-wellbeing
Cassidy, T., & Wright, L. (2008). Graduate employment status and health: a longitudinal analysis of the transition from student. Social Psychology of Education, 11(2), 181–191. doi:10.1007/s11218-007-9043-x.
Chang, H.-S., & Liao, C.-H. (2011). Exploring an integrated method for measuring the relative spatial equity in public facilities in the context of urban parks. Cities, 28(5), 361–371. doi:10.1016/j.cities.2011.04.002.
Cheung, F., & Lucas, R. E. (2014). Assessing the validity of single-item life satisfaction measures: results from three large samples. Quality of Life Research, 23(10), 2809–2818. doi:10.1007/s11136-014-0726-4.
Crawford, D. W., & Godbey, G. (1987). Reconceptualizing barriers to family leisure. Leisure Sciences, 9(2), 119–127. doi:10.1080/01490408709512151.
Crawford, D. W., Jackson, E. L., & Godbey, G. (1991). A hierarchical model of leisure constraints. Leisure Sciences, 13(4), 309–320. doi:10.1080/01490409109513147.
Deem, R. (1986). All work and no play? The sociology of women and leisure. Milton Keynes: Open University Press.
Diener, E. (2006). Guidelines for national indicators of subjective well-being and ill-being. Journal of Happiness Studies, 7(4), 397–404. doi:10.1007/s10902-006-9000-y.
Dooley, D., & Prause, J. (1998). Underemployment and alcohol misuse in the National Longitudinal Survey of Youth. Journal of Studies on Alcohol, 59(6), 669–680. doi:10.15288/jsa.1998.59.669.
Dooley, D., & Prause, J. (2004). The social costs of underemployment: Inadequate employment as disguised unemployment. Cambridge: Cambridge University Press.
Eurostat. (2015). Euro area unemployment rate at 11.4 % Eurostat news release - euroindicators, 20/2015–30 January 2015. Retrieved from http://ec.europa.eu/eurostat/documents/2995521/6581668/3-30012015-AP-EN.pdf/9d4fbadd-d7ae-48f8-b071-672f3c4767dd
Feldman, D. C. (1996). The nature, antecedents and consequences of underemployment. Journal of Management, 22(3), 385–407 Retrieved from http://jom.sagepub.com/content/22/3/385.abstractN2.
Feldman, D. C. (2011). Theoretical frontiers for underemployment research. In D. C. Maynard & D. C. Feldman (Eds.), Underemployment: Psychological, economic, and social challenges (pp. 277–304). New York: Springer.
Feldman, D. C., & Turnley, W. H. (1995). Underemployment among recent business college graduates. Journal of Organizational Behavior, 16(6), 691–706.
Feldman, D. C., & Turnley, W. H. (2004). Contingent employment in academic careers: Relative deprivation among adjunct faculty. Journal of Vocational Behavior, 64(2), 284–307. doi:10.1016/j.jvb.2002.11.003.
Friedland, D. S., & Price, R. H. (2003). Underemployment: Consequences for the health and well-being of workers. American Journal of Community Psychology, 32(1–2), 33–45.
Gardner, D. G., Cummings, L. L., Dunham, R. B., & Pierce, J. L. (1998). Single-item versus multiple-item measurement scales: An empirical comparison. Educational and Psychological Measurement, 58(6), 898–915.
George, U., Chaze, F., Fuller-Thomson, E., & Brennenstuhl, S. (2012). Underemployment and life satisfaction: A study of internationally trained engineers in Canada. Journal of Immigrant & Refugee Studies, 10(4), 407–425. doi:10.1080/15562948.2012.717827.
Gilmore, J., & LaRochelle-Côté, S. (2011). Inside the labour market downturn. Perspectives on Labour and Income(Statistics Canada cat. no. 75–001-X, Spring). Retrieved from http://www.statcan.gc.ca/pub/75-001-x/2011001/pdf/11410-eng.pdf
Helliwell, J. F., & Putnam, R. D. (2005). The social context of well-being. In F. A. Huppert, N. Baylis, & B. Keverne (Eds.), The science of well-being (pp. 435–360). Oxford: Oxford University Press.
Henderson, K., & Bialeschki, M. D. (2005). Leisure and active lifestyles: Research reflections. Leisure Sciences, 27(5), 355–365.
Herzog, A. R., House, J. S., & Morgan, J. N. (1991). Relation of work and retirement to health and well-being in older age. Psychology and Aging, 6(2), 202–211. doi:10.1037/0882-7974.6.2.202.
Hubbard, J., & Mannell, R. C. (2001). Testing competing models of the leisure constraint negotiation process in a corporate employee recreation setting. Leisure Sciences, 23(3), 145–163. doi:10.1080/014904001316896846.
Huffington, A. (2014). Thrive: The third metric to redefining success and creating a life of well-being, wisdom, and wonder. New York: Penguin Random House LLC..
Hutchinson, S. L., & Kleiber, D. A. (2005). Gifts of the ordinary: Casual leisure’s contributions to health and well-being. World Leisure Journal, 47(3), 2–16.
Iso-Ahola, S. (1997). A psychological analysis of leisure and health. In J. T. Haworth (Ed.), Work, leisure and well-being (pp. 131–144). London: Routledge.
Iwasaki, Y. (2003). Examining rival models of leisure coping mechanisms. Leisure Sciences, 25(2/3), 183–206.
Jackson, E. L., & Scott, D. (1999). Constraints to leisure. In E. L. Jackson & T. L. Burton (Eds.), Leisure studies: Prospects for the twenty-first century (pp. 299–321). State College: Venture Publishing Inc..
Johnson, G. J., & Johnson, W. R. (1996). Perceived overqualification and psychological well-being. The Journal of Social Psychology, 136(4), 435–445.
Johnson, G. J., & Johnson, W. R. (1997). Perceived overqualification, emotional support, and health. Journal of Applied Social Psychology, 27(21), 1906–1918. doi:10.1111/j.1559-1816.1997.tb01631.x.
Johnson, G. J., & Johnson, W. R. (1999). Perceived overqualification and health: A longitudinal analysis. The Journal of Social Psychology, 139(1), 14–28.
Joudrey, A. D., & Wallace, J. E. (2009). Leisure as a coping resource: A test of the job demand-control-support model. Human Relations, 62(2), 195–217. doi:10.1177/0018726708100357.
Jun, J., Kyle, G. T., Vlachopoulos, S. P., Theodorakis, N. D., Absher, J. D., & Hammitt, W. E. (2012). Reassessing the structure of enduring leisure involvement. Leisure Sciences, 34(1), 1–18. doi:10.1080/01490400.2012.633847.
Kaczynski, A. T. (2007). A walk in the park: exploring the impact of parks and recreation amenities as activity-promoting features of the built environment. University of Waterloo: Unpublished Dissertation.
Konrad, A. M., Moore, M. E., Doherty, A. J., Ng, E. S. W., & Breward, K. (2012). Vocational status and perceived well-being of workers with disabilities. Equality, Diversity and Inclusion: An International Journal, 31(2), 100–123. doi:10.1108/02610151211202772.
Li, C., Gervais, G., & Duval, A. (2006). The dynamics of overqualification: Canada’s underemployed university graduates. Analysis in brief, (Statistics Canada cat. no 11–621-ME - No. 039). Retrieved from http://publications.gc.ca/collections/Collection/Statcan/11-621-M/11-621-MIE2006039.pdf
Lim, N., & Schulker, D. (2010). Measuring underemployment among miliary spouses. Santa Monica: RAND Corporation.
McKee-Ryan, F. M., & Harvey, J. (2011). “I have a job, but ...”: A review of underemployment. Journal of Management, 37(4), 962–996. doi:10.1177/0149206311398134.
Merton, R. K. (1995). The Thomas theorem and the Matthew effect. Social Forces, 74(2), 379–422.
Michalos, A. C., Smale, B., Labonté, R., Muharjarine, N., Scott, K., Moore, K., et al. (2011). The Canadian Index of Wellbeing. Waterloo: Canadian Index of Wellbeing and University of Waterloo.
Moen, P., Kelly, E., & Huang, R. (2008). ‘Fit’ inside the work-family black box; An ecology of the life course, cycles of control reframing. Journal of Occupational and Organization Psychology, 81, 411–433.
Musikanski, L., Briggs, A.D., & Cloutier, S. (2016). Development and implementation of the Happiness Alliance’s Happiness Index. http://www.happycounts.org/for-researchers.html. Accessed 16 May 2016.
O’Halloran, P., & Skiba, M. (2014). The dangers of underemployment in the United States. Oxford Journal: An International Journal of Business & Economics, 9(2), 174–181 Retrieved from http://ojbe.org/oj/index.php/journals/article/viewFile/108/94.
OECD. (2013). OECD guidelines on measuring subjective well-being Retrieved from http://www.oecd.org/statistics/Guidelines on Measuring Subjective Well-being.pdf doi:10.1787/9789264191655-en
OECD. (2014). OECD Employment Outlook 2014 Retrieved from http://www.keepeek.com/Digital-Asset-Management/oecd/employment/oecd-employment-outlook-2014_empl_outlook-2014-en - page1 doi:10.1787/empl_outlook-2014-en
OECD. (2015). Incidence of involuntary part-time workers. Retrieved from https://stats.oecd.org/Index.aspx?DataSetCode=INVPT_I.
Osipow, S. H., & Davis, A. S. (1988). The relationship of coping resources to occupational stress and strain. Journal of Vocational Behavior, 32(1), 1–15. doi:10.1016/0001-8791(88)90002-4.
Pedulla, D. S., & Newman, K. S. (2011). The family and community impacts on underemployment. In D. C. Maynard & D. C. Feldman (Eds.), Underemployment: Psychological, economic, and social challenges (pp. 233–249). New York: Springer.
Pöllänen, S. H. (2015). Crafts as leisure-based coping: craft makers’ descriptions of their stress-reducing activity. Occupational Therapy in Mental Health, 31(2), 83–100. doi:10.1080/0164212X.2015.1024377.
Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, 40(3), 879–891.
Prezza, M., Pacilli, M. G., Barbaranelli, C., & Zampatti, E. (2009). The MTSOCS: A multidimensional sense of community scale for local communities. Journal of Community Psychology, 37(3), 305–326 Retrieved from. doi:10.1002/jcop.20297.
Ragheb, M. G. (2012). Measurement for leisure services and leisure studies. Enumclaw: Idyll Arbor, Inc..
Raphael, D. (2009). Social determinants of health: Canadian perspectives (2nd ed.). Toronto: Canadian Scholars’ Press Inc..
Raymore, L. A. (2002). Facilitators to leisure. Journal of Leisure Research, 34(1), 37–51.
Roh, Y. H., Chang, J. Y., Kim, M. U., & Nam, S. K. (2014). The effects of income and skill utilization on the underemployed’s self-esteem, mental health, and life satisfaction. Journal of Employment Counseling, 51(3), 125–141. doi:10.1002/j.2161-1920.2014.00047.x.
Samdahl, D. M., & Jekubovich, N. J. (1997). A critique of leisure constraints: Comparative analyses and understandings. Journal of Leisure Research, 29(4), 430–452.
Sargent, L. D., Lee, M. D., Martin, B., & Zikic, J. (2013). Reinventing retirement: New pathways, new arrangements, new meanings. Human Relations, 66(1), 3–21.
Schryer, E., Mock, S. E., Hilbrecht, M., Lero, D., & Smale, B. (2015). Use of leisure facilities and wellbeing of adult caregivers. Leisure Sciences, 1–17. doi:10.1080/01490400.2015.1038373.
Shaw, S. M. (1985). The meaning of leisure in everyday life. Leisure Sciences, 7(1), 1–24.
Siegrist, J., Starke, D., Chandola, T., Godin, I., Marmot, M., Niedhammer, I., & Peter, R. (2004). The measurement of effort–reward imbalance at work: European comparisons. Social Science & Medicine, 58(8), 1483–1499. doi:10.1016/S0277-9536(03)00351-4.
Statistics Canada. (2008). Participation and Activity Limitation Survey 2006: Labour force experience of people with disabilities in Canada. Retrieved from Ottawa, ON: http://www.statcan.gc.ca/pub/89-628-x/89-628-x2008007-eng.pdf
Statistics Canada. (2012, Updated 2014–06-04). Canadian Community Health Survey (CCHS) - Annual Component - 2012 Questionnaire. Retrieved from http://www23.statcan.gc.ca/imdb-bmdi/instrument/3226_Q1_V9-eng.pdf
Statistics Canada. (2013). National Household Survey Profile (99–004-X) Retrieved from http://www12.statcan.gc.ca/nhs-enm/2011/dp-pd/prof/index.cfm?Lang=E
Statistics Canada. (2014). Guide to the Labour Force Survey 2014. Retrieved from Ottawa, ON: http://www.statcan.gc.ca/pub/71-543-g/71-543-g2014001-eng.pdf
Statistics Canada. (2015). Annual average unemployment rate: Canada and provinces 1976–2014 Retrieved from http://www.stats.gov.nl.ca/statistics/Labour/PDF/UnempRate.pdf
Tabachnick, B. G., & Fidell, L. S. (1996). Using multivariate statistics. New York: HarperCollins College Publishers.
Tal, B. (2015). Employment quality -- trending down. Canadian Employment Quality Index, March 5, 2015. http://research.cibcwm.com/economic_public/download/eqi_20150305.pdf
Thompson, K. (1999). In K. Thompson (Ed.), Readings from Emile Durkheim. London: K. Thompson/Ellis Harwood Ltd..
Uppal, S., & LaRochelle-Côté, S. (2014). Overqualification among recent university graduates in Canada. Insights on Canadian Society (Statistics Canada Cat. no. 75–006-X, April). Retrieved from http://www.statcan.gc.ca/pub/75-006-x/2014001/article/11916-eng.pdf
Wendel-Vos, G., Schuit, A., Tijhuis, M., & Kromhout, D. (2004). Leisure time physical activity and health-related quality of life: Cross-sectional and longitudinal associations. Quality of Life Research, 13(3), 667–677. doi:10.1023/B:QURE.0000021313.51397.33.
Weststar, J. (2011). A review of women’s experiences of three dimensions of underemployment. In D. C. Maynard & D. C. Feldman (Eds.), Underemployment: Psychological, economic, and social challenges (pp. 105–125). New York: Springer.
Winefield, A. H. (2002). Unemployment, underemployment, occupational stress and psychological well-being. Australian Journal of Management, 27(1 suppl), 137–148. doi:10.1177/031289620202701S14.
Zuzanek, J. (2015). Enforced leisure: Time use and its wellbeing implications. Paper presented at the International Society for Quality of Life Studies, Oct. 15–17, 2015, Phoenix, AZ
Author information
Authors and Affiliations
Corresponding author
Appendix
Appendix
Wellbeing refers to a holistic, global measure of wellbeing based on the conceptual framework of the Canadian Index of Wellbeing. It includes eight domains: community vitality, democratic engagement, education, environment, healthy populations, leisure and culture, living standards, and time use. The scale was preceeded by the statement, “We would like you to indicate your overall level of satisfaction with a variety of areas that affect wellbeing.” Respondents were then asked, “For each of the following statements, please indicate how satisfied you are by checking the circle that best describes how you feel”
Wellbeing scale (α = .88)
(Scale: 1 = extremely dissatisfied, 7 = extremely satisfied)
Community vitality
-
My sense of belonging to this community
-
My personal relationships
Democratic engagement
-
The way my local government responds to community needs*
-
How well democracy is working in our community**
Education
-
My access to educational opportunities in the community
Environment
-
My neighbourhood as a place to live
-
The environmental quality of my neighbourhood
Healthy populations
-
My mental wellbeing
-
My physical wellbeing
Leisure and culture
-
My access to arts and cultural opportunities in the community
-
My access to parks and recreational opportunities in the community*
-
My leisure time
Living Standards
-
My financial situation
-
My work situation
Time use
-
The balance of activities in my daily life*
-
The way I spend my time*
Source: Adapted from Musikanski et al. (2016)
* Statements added by the Canadian Index of Wellbeing (CIW) to address all components of the wellbeing conceptual framework
** Statement based on Musikanski et al. (2016) and modified by the CIW
Rights and permissions
About this article
Cite this article
Hilbrecht, M., Smale, B. & Mock, S.E. The Relationship between Perceived Underemployment and Wellbeing: Evidence from Mid-Size Canadian Cities. Applied Research Quality Life 12, 607–631 (2017). https://doi.org/10.1007/s11482-016-9479-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11482-016-9479-2