Abstract
Self-determination theory is a macrotheory of human motivation that describes fundamental matters such as personality development, goals and aspirations, and self-regulation. Basic psychological needs theory, a subtheory of self-determination theory, postulates that the needs for autonomy, competence, and relatedness are universal and the satisfaction thereof essential for human functioning. Despite the theory’s strong universality claim, almost no studies tested the assumption on the African continent. The present study addressed this by exploring the factorial validity of English, Afrikaans, and Setswana versions of the Basic Psychological Needs Scale (N = 1056). After incorporating a negative-worded method effect and removing several problematic items, the fit of the intended three-factor model was good for the Afrikaans version, marginal for the English version, and poor for the Setswana version. The resulting factors’ reliabilities were low. Configural, metric, and partial scalar invariance were established between the English and Afrikaans versions. Although these findings primarily highlighted problems with the particular scale, there is also the possibility that it could have implications for the validity of the universality assumption of basic psychological needs theory and/or assumptions about denotations or manifestations of the main constructs in various cultural contexts. The study indicated the conceptual and linguistic complexities involved in assessment across diverse and multicultural contexts.
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Notes
These scales were retrieved from the Self-Determination Theory website, at http://www.selfdeterminationtheory.org/questionnaires/.
We also investigated the fit of a model with three correlated needs factors and two method factors (one for positive-worded items and one for negative-worded items), where the method factors were set to be uncorrelated with each other and with the needs factors. This model produced several problems which suggested that using both positive-worded and negative-worded method factors would be redundant, and that the negative-worded method factor was more prominent than the positive-worded method factor. In addition, we investigated the fit of a model with three correlated needs factors and a positive-worded method factor, where the method factor was set to be uncorrelated with the needs factors. Although this model resulted in a better fit for the English sample when compared with Model 4, the fit was worse for both the Afrikaans and Setswana samples. Altogether, these findings pointed to the use of a model with a negative-worded method factor (Model 4) rather than using both negative-worded and positive-worded method factors or using only a positive-worded method factor.
References
Adams, B. G., Van de Vijver, F. J. R., & De Bruin, G. P. (2012). Identity in South Africa: Examining self-descriptions across ethnic groups. International Journal of Intercultural Relations, 36, 377–388. doi:10.1016/j.ijintrel.2011.11.008.
Brislin, R. W. (1973). Cross-cultural research methods. New York, NY: Wiley.
Byrne, B. M. (2012). Structural equation modeling with Mplus: Basic concepts, applications, and programming. New York, NY: Routledge.
Byrne, B. M., & Van de Vijver, F. J. R. (2010). Testing for measurement and structural equivalence in large-scale cross-cultural studies: Addressing the issue of nonequivalence. International Journal of Testing, 10(2), 107–132. doi:10.1080/15305051003637306.
Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement ivariance. Structural Equation Modeling: A Multidisciplinary Journal, 14(3), 464–504.
Chen, B., Van Assche, J., Vansteenkiste, M., Soenens, B., & Beyers, W. (2015a). Does psychological need satisfaction matter when environmental or financial safety are at risk? Journal of Happiness Studies, 16, 745–766. doi:10.1007/s10902-014-9532-5.
Chen, B., Vansteenkiste, M., Beyers, W., Boone, L., Deci, E. L., Van Der Kaap-Deeder, J., et al. (2015b). Basic psychological need satisfaction, need frustration, and need strength across four cultures. Motivation and Emotion, 39, 216–236. doi:10.1007/s11031-014-9450-1.
Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9(2), 233–255. doi:10.1207/S15328007SEM0902_5.
Chirkov, V. I., Ryan, R. M., & Sheldon, K. M. (Eds.). (2011). Human autonomy in cross-cultural context: Perspectives on the psychology of agency, freedom, and well-being. New York, NY: Springer. (Cross-cultural advancements in positive psychology; Vol 1; ISSN: 2210-5417 (Print)).
Church, A. T., Katigbak, M. S., Locke, K. D., Zhang, H., Shen, J., Vargas-Flores, J., et al. (2012). Need satisfaction and well-being: Testing self-determination theory in eight cultures. [Author abstract]. Journal of Cross-Cultural Psychology, 44(4), 507–534. doi:10.1177/0022022112466590.
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Erlbaum, NJ: Hillsdale.
Deci, E. L., & Ryan, R. M. (2000). The ‘what’ and ‘why’ of goal pursuits: Human needs and the self-determination of behavior. [research article]. Psychological Inquiry, 11(4), 227–268. doi:10.1207/S15327965PLI1104_01.
Deci, E. L., & Ryan, R. M. (2008a). Facilitating optimal motivation and psychological well-being across life’s domains. Canadian Psychology, 49(1), 14–23. doi:10.1037/0708-5591.49.1.14.
Deci, E. L., & Ryan, R. M. (2008b). Self-determination theory: A macrotheory of human motivation, development, and health. Canadian Psychology, 49(3), 182–185. doi:10.1037/a0012801.
Deci, E. L., Ryan, R. M., Gagné, M., Leone, D. R., Usunov, J., & Kornazheva, B. P. (2001). Need satisfaction, motivation, and well-being in the work organizations of a former Eastern Bloc country: A cross-cultural study of self-determination. Personality and Social Psychology Bulletin, 27(8), 930–942.
Eaton, L., & Louw, J. (2000). Culture and self in South Africa: Individualism-collectivism predictions. Journal of Social Psychology, 140(2), 210–217.
Gagné, M. (2003). The role of autonomy support and autonomy orientation in prosocial behavior engagement. Motivation & Emotion, 27(3), 199–223.
Gu, H., Wen, Z., & Fan, X. (2015). The impact of wording effect on reliability and validity of the Core Self-Evaluation Scale (CSES): A bi-factor perspective. Personality and Individual Differences, 83, 142–147. doi:10.1016/j.paid.2015.04.006.
Ilardi, B. C., Leone, D., Kasser, T., & Ryan, R. M. (1993). Employee and supervisor ratings of motivation: Main effects and discrepancies associated with job satisfaction and adjustment in a factory setting. Journal of Applied Social Psychology, 23(21), 1789–1805.
Johnson, T., Kulesa, P., Cho, Y. I., & Shavitt, S. (2005). The relation between culture and response styles: Evidence from 19 countries. Journal of Cross-Cultural Psychology, 36(2), 264–277. doi:10.1177/0022022104272905.
Johnston, M. M., & Finney, S. J. (2010). Measuring basic needs satisfaction: Evaluating previous research and conducting new psychometric evaluations of the Basic Needs Satisfaction in General Scale. Contemporary Educational Psychology, 35(4), 280–296. doi:10.1016/j.cedpsych.2010.04.003.
Kashdan, T. B., Mishra, A., Breen, W. E., & Froh, J. J. (2009). Gender differences in gratitude: Examining appraisals, narratives, the willingness to express emotions, and changes in psychological needs. Journal of Personality, 77(3), 691–730. doi:10.1111/j.1467-6494.2009.00562.x.
Kasser, T., Davey, J., & Ryan, R. M. (1992). Motivation and employee-supervisor discrepancies in a psychiatric vocational rehabilitation setting. Rehabilitation Psychology, 37(3), 175–188. doi:10.1037/h0079104.
Longo, Y., Gunz, A., Curtis, G. J., & Farsides, T. (2016). Measuring need satisfaction and frustration in educational and work contexts: The Need Satisfaction and Frustration Scale (NSFS). Journal of Happiness Studies, 17(1), 295–317. doi:10.1007/s10902-014-9595-3.
Meyer, B., Enström, M. K., Harstveit, M., Bowles, D. P., & Beevers, C. G. (2007). Happiness and despair on the catwalk: Need satisfaction, well-being, and personality adjustment among fashion models. Journal of Positive Psychology, 2(1), 2–17. doi:10.1080/17439760601076635.
Muller, F. H., & Louw, J. (2004). Learning environment, motivation and interest : Perspectives on self-determination theory. South African Journal of Psychology, 34(2), 169–190. doi:10.1177/008124630403400201.
Muthén, L. K., & Muthén, B. O. (1998–2014). Mplus (Version 7.31). Los Angeles, CA: Muthén and Muthén.
Philippe, F. L., Koestner, R., Beaulieu-Pelletier, G., & Lecours, S. (2011). The role of need satisfaction as a distinct and basic psychological component of autobiographical memories: A look at well-being. Journal of Personality, 79(5), 905–937. doi:10.1111/j.1467-6494.2010.00710.x.
Roman, N. V., Davids, E. L., Moyo, A., Schilder, L., Lacante, M., & Lens, W. (2015). Parenting styles and psychological needs influences on adolescent life goals and aspirations in a South African setting. Journal of Psychology in Africa, 25(4), 305–312. doi:10.1080/14330237.2015.1078087.
Rothmann, S., Diedericks, E., & Swart, J. P. (2013). Manager relations, psychological need satisfaction and intention to leave in the agricultural sector. South African Journal of Industrial Psychology, 39(2), 1–11. doi:10.4102/sajip.v39i2.1129.
Ryan, R. M., & Deci, E. L. (2000a). The darker and brighter sides of human existence: Basic psychological needs as a unifying concept. Psychological Inquiry, 11(4), 319–338. doi:10.1207/S15327965PLI1104_03.
Ryan, R. M., & Deci, E. L. (2000b). Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. American Psychologist, 55(1), 68–78. doi:10.1037/0003-066X.55.1.68.
Ryan, R. M., Huta, V., & Deci, E. L. (2008). Living well: A self-determination theory perspective on eudaimonia. Journal of Happiness Studies, 9(1), 139–170. doi:10.1007/s10902-006-9023-4.
Sheldon, K. M., & Hilpert, J. C. (2012). The Balanced Measure of Psychological Needs (BMPN) Scale: An alternative domain general measure of need satisfaction. Motivation and Emotion, 36, 439–451. doi:10.1007/s11031-012-9279-4.
Simms, L. J. (2008). Classical and modern methods of psychological scale construction. Social and Personality Psychology Compass, 2(1), 414–433. doi:10.1111/j.1751-9004.2007.00044.x.
Van de Schoot, R., Lugtig, P., & Hox, J. (2012). A checklist for testing measurement invariance. European Journal of Developmental Psychology, 9(4), 486–492. doi:10.1080/17405629.2012.686740.
Van de Vijver, F. J. R., & Leung, K. (1997). Methods and data analysis for cross-cultural research. Thousand Oaks, CA: Sage.
Van den Broeck, A., Vansteenskiste, M., De Witte, H., Soenens, B., & Lens, W. (2010). Capturing autonomy, competence, and relatedness at work: Construction and initial validation of the Work-related Basic Need Satisfaction Scale. Journal of Occupational and Organizational Psychology, 83(4), 981–1002. doi:10.1348/096317909X481382.
Van Zyl, L. E., & Rothmann, S. (2012). Beyond smiling: The evaluation of a positive psychological intervention aimed at student happiness. Journal of Psychology in Africa, 22(3), 369–384. doi:10.1080/14330237.2012.10820541.
Vansteenkiste, M., & Ryan, R. M. (2013). On psychological growth and vulnerability: Basic psychological need satisfaction and need frustration as a unifying principle. Journal of Psychotherapy Integration, 23(3), 263–280. doi:10.1037/a0032359.
Vlachopoulos, S. P., & Michailidou, S. (2006). Development and initial validation of a measure of autonomy, competence, and relatedness in exercise: The Basic Psychological Needs in Exercise Scale. Measurement in Physical Education and Exercise Science, 10(3), 179–201.
Weijters, B., & Baumgartner, H. (2012). Misresponse to reversed and negated items in surveys: A review. Journal of Marketing Research, 49(5), 737–747. doi:10.1509/jmr.11.0368.
Acknowledgements
The research was financially supported by the National Research Foundation (NRF) of South Africa by funding for the FORT3 research project granted to the second author (Grant Nos. 85649 and 91557), and for a doctoral scholarship granted to the first author (Grant No 84376). Opinions expressed and conclusions arrived are those of the authors and are not necessarily to be attributed to the NRF. Funding was also provided in the form of a doctoral scholarship to the first author by the North-West University, South Africa. The authors wish to thank I. P. Khumalo, L. Ndima and L. Temane for their assistance at different times of the study. The study forms part of the doctoral thesis of the first author.
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Schutte, L., Wissing, M.P. & Ellis, S.M. Problematic Factorial Validity of Three Language Versions of the Basic Psychological Needs Scale (BPNS): Why and What are the Implications?. J Happiness Stud 19, 1175–1194 (2018). https://doi.org/10.1007/s10902-017-9861-2
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DOI: https://doi.org/10.1007/s10902-017-9861-2