References
- Armstrong, M. (2006). A handbook of human resource management practice (10th ed.). London, United Kingdom: Kogan Page.
- Asparouhov, T., & Muthén, B. (2009). Exploratory structural equation modeling. Structural Equation Modeling, 16(3), 397–438. https://doi.org/10.1080/10705510903008204
- Asparouhov, T., & Muthén, B. (2014). Auxiliary variables in mixture modeling: Using the BCH method in Mplus to estimate a distal outcome model and an arbitrary secondary model. Mplus Web Notes, 21(2), 1–22. https://www.statmodel.com/download/asparouhov_muthen_2014.pdf
- Bakk, Z., & Vermunt, K. K. (2016). Robustness of stepwise latent class modeling with continuous distal outcomes. Structural Equation Modeling, 23(1), 20–31. https://doi.org/10.1080/10705511.2014.955104
- Basson, M. J. J., & Rothmann, S. (2018). Flourishing: Positive emotion regulation strategies of pharmacy students. International Journal of Pharmacy Practice, 26(5), 458–464. https://doi.org/10.1111/ijpp.12420
- Bernstein, H. (2013). Commercial agriculture in South Africa since 1994: Natural, simply capitalism. Journal of Agrarian Change, 13(1), 23–46. https://doi.org/10.1111/joac.12011
- Bowling, N. A., Eschleman, K. J., & Wang, Q. (2010). A meta-analytic examination of the relationship between job satisfaction and subjective well-being. Journal of Occupational and Organizational Psychology, 83(4), 915–934. https://doi.org/10.1348/096317909X478557
- Chan, S. H. J., & Mai, X. (2015). The relation of career adaptability to satisfaction and turnover intentions. Journal of Vocational Behavior, 89, 130–139. https://doi.org/10.1016/j.jvb.2015.05.005
- Cloutier, O., Felusiak, L., Hill, C., & Pemberton-Jones, E. J. (2015). The importance of developing strategies for employee retention. Journal of Leadership, Accountability and Ethics, 12(2), 119–129.
- Dalal, R. S., & Carpenter, N. C. (2018). The other side of the coin? Similarities and differences between organizational citizenship behavior and counterproductive work behavior. In P. M. Podsakoff, S. B. MacKenzie, & N. P. Podsakoff (Eds.), The Oxford handbook of organizational citizenship behavior (pp. 1864–1880). New York, NY: Oxford University Press.
- Geiser, C. (2013). Data analysis with Mplus. New York, NY: Guilford Press.
- IBM Corp. (2018). IBM SPSS statistics: Version 25. Armonk, NY: IBM Corp.
- Janssen, O., & Van Yperen, N. W. (2004). Employees’ goal orientations, the quality of leader-member exchange, and the outcomes of job performance and job satisfaction. Academy of Management Journal, 47(3), 368–384.
- Keyes, C. L. M. (1998). Social well-being. Social Psychology Quarterly, 61(2), 121–140. https://doi.org/10.2307/2787065
- Keyes, C. L. M. (2002). The mental health continuum: From languishing to flourishing in life. Journal of Health and Social Behavior, 43(2), 207–222. https://doi.org/10.2307/3090197
- Keyes, C. L. M. (2005). Mental illness and/or mental health? Investigating axioms of the complete state model of health. Journal of Consulting and Clinical Psychology, 73(3), 539–548. https://doi.org/10.1037/0022-006X.73.3.539
- Keyes, C. L. M. (2007). Promoting and protecting mental health as flourishing: A complementary strategy for improving national mental health. The American Psychologist, 62(2), 95–108. https://doi.org/10.1037/0003-066X.62.2.95
- Keyes, C. L. M. (2009). Brief description of the Mental Health Continuum Short Form (MHC-SF). Retrieved from https://www.aacu.org/sites/default/files/MHC-SFEnglish.pdf
- Keyes, C. L. M. (2013). Promoting and protecting positive mental health: Early and often throughout the lifespan. In C. Keyes (Ed.), Mental well-being (pp. 3–28). Dordrecht: Springer. https://doi.org/10.1007/978-94-007-5195-8_1
- Keyes, C. L. M., & Annas, J. (2009). Feeling good and functioning well: Distinctive concepts in ancient philosophy and contemporary science. The Journal of Positive Psychology, 4(3), 197–201. https://doi.org/10.1080/17439760902844228
- Keyes, C. L. M., & Haidt, J. (Eds.). (2003). Flourishing: Positive psychology and the life well-lived. Washington, DC: American Psychological Association. https://doi.org/10.1037/10594-000
- Keyes, C. L. M., Wissing, M., Potgieter, J. P., Temane, M., Kruger, A., & Van Rooy, S. (2008). Evaluation of the Mental Health Continuum Short Form (MHC-SF) in Setswana speaking South Africans. Clinical Psychology & Psychotherapy, 15(3), 181–192. https://doi.org/10.1002/cpp.572
- Kianto, A., Vanhala, M., & Heilmann, P. (2016). The impact of knowledge management on job satisfaction. Journal of Knowledge Management, 20(4), 621–636. https://doi.org/10.1108/JKM-10-2015-0398
- Lambert, E., & Hogan, N. (2009). The importance of job satisfaction and organizational commitment in shaping turnover intent: A test of a causal model. Criminal Justice Review, 34(1), 96–118. https://doi.org/10.1177/0734016808324230
- Lee, K., & Allen, N. J. (2002). Organizational citizenship behavior and workplace deviance: The role of affect and cognitions. The Journal of Applied Psychology, 87(1), 131–142. https://doi.org/10.1037/0021-9010.87.1.131
- Lo, Y., Mendell, N. R., & Rubin, D. B. (2001). Testing the number of components in a normal mixture. Biometrika, 88(3), 767–778. https://doi.org/10.1093/biomet/88.3.767
- Meijerink, G., & P. Roza. 2007. The role of agriculture in development: Markets, chains and sustainable development strategy and policy paper, no. 5. Stichting DLO: Wageningen. http://www.boci.wur.nl/UK/Publications/
- Meyer, J. P., & Morin, A. J. (2016). A person-centered approach to commitment research: Theory, research, and methodology. Journal of Organizational Behavior, 37(4), 584–612. https://doi.org/10.1002/job.2085
- Muthén, L. K., & Muthén, B. O. (2009-2018). Mplus user’s guide (8th ed). Los Angeles, CA: Muthén & Muthén.
- Nieman, C. L. (2019). Mental health of South African industrial psychologists: Results of a latent profile analysis. (Unpublished master’s thesis). North-West University, Vanderbijlpark, South Africa.
- Oerlemans, W. G., & Bakker, A. B. (2018). Motivating job characteristics and happiness at work: A multilevel perspective. The Journal of Applied Psychology, 103(11), 1230–1241. https://doi.org/10.1037/apl0000318
- Raykov, T. (2009). Interval estimation of revision effect on scale reliability via covariance structure analysis. Structural Equation Modeling, 16(3), 539–555. https://doi.org/10.1080/10705510903008337
- Robbins, S. P., Judge, T. A., Odendaal, A., & Roodt, G. (2009). Organisational behaviour: Global and South African perspectives. Cape Town, South Africa: Pearson Education.
- Rothmann, S. (2010). The reliability and validity of measuring instruments of happiness in the Southern African context. Vanderbijlpark, South Africa: North-West University.
- Sjöberg, A., & Sverke, M. (2000). The interactive effect of job involvement and organizational commitment on job turnover revisited: A note on the mediating role of turnover intention. Scandinavian Journal of Psychology, 41(3), 247–252. https://doi.org/10.1111/1467-9450.00194
- Spector, P. E. (2019). Do not cross me: Optimizing the use of cross-sectional designs. Journal of Business and Psychology, 34(2), 125–137. https://link.springer.com/article/10.1007/s10869-018-09613-8
- Spreitzer, G. M., & Hwang, E. B. (2019). How thriving at work matters for creating psychologically healthy workplaces: Current perspectives and implications for the new world of work. In R. J. Burke & A. M. Richardsen (Eds.), Creating psychologically healthy workplaces (pp. 293–310). Cheltenham, United Kingdom: Edward Elgar Publishing. https://doi.org/10.4337/9781788113427.00024
- Strümpfer, D. J. W., Hardy, A., De Villiers, J. S., & Rigby, S. (2009). Organisationally relevant variables and Keyes’s Mental Health Continuum Scale: An exploratory study. SA Journal of Industrial Psychology/SA Tydskrif vir Bedryfsielkunde, 35(1): 763. https://sajip.co.za/index.php/sajip/article/view/763
- Swart, J. J., & Rothmann, S. (2012). Authentic happiness of managers, and individual and organisational outcomes. South African Journal of Psychology. Suid-Afrikaanse Tydskrif vir Sielkunde, 42(4), 492–508. https://doi.org/10.1177/008124631204200404
- Tett, R. P., & Meyer, J. P. (1993). Job satisfaction, organisational commitment, turnover intention and turnover: Path analyses based in meta-analytic findings. Personnel Psychology, 46(2), 259–293. https://doi.org/10.1111/j.1744-6570.1993.tb00874.x
- Venter, C. (2017). Employment in the agricultural sector: The significance of research and development. FarmBiz, 3(4), 6–11. https://hdl.handle.net/10520/EJC-67d5f1d6f
- Von Eye, A., & Bogat, G. A. (2006). Person-oriented and variable-oriented research: Concepts, results, and development. Merrill-Palmer Quarterly, 52(3), 390–420. https://doi.org/10.1353/mpq.2006.0032
- Wang, J., & Wang, X. (2012). Structural equation modelling: Applications using Mplus. Chichester, United Kingdom: Wiley. https://doi.org/10.1002/9781118356258
- West, S. G., Taylor, A. B., & Wu, W. (2012). Model fit and model selection in structural equation modeling. In R. H. Hoyle (Ed.), Handbook of structural equation modeling (pp. 209–231). New York, NY: The Guilford Press.
- Williams, L. J., & Anderson, S. E. (1991). Job satisfaction and organizational commitment as predictors of organizational citizenship and in-role behaviors. Journal of Management, 17(3), 601–617. https://doi.org/10.1177/014920639101700305
- Wright, T. A., Cropanzano, R., & Bonett, D. G. (2007). The moderating role of employee positive well-being on the relation between job satisfaction and job performance. Journal of Occupational Health Psychology, 12(2), 93–104. https://doi.org/10.1037/1076-8998.12.2.93