Abstract
Modified social learning theory (MSLT) applied to health predicts that health behavior is a multiplicative function of health value and perceptions of control over health. The self-management behaviors of persons with Type 2 diabetes mellitus, internal diabetes locus of control (IDLC), diabetes self-efficacy (DSE), and health value (HV) were assessed with an index of diabetes self-care activities in 107 patients receiving insulin. Multiple regression analysis showed DSE as the only MSLT construct that correlated with the index of diabetes self-care behaviors (β = .21, p < .05). While the predicted three-way interaction of IDLC × DSE × HV was significant (∆R2 = 4.5 %, p < .05) in the final step of the hierarchical model, the pattern of the findings only partially supported MSLT. Instead of finding that patients who were simultaneously high on all three predictors scored highest on the behavioral index, we found that patients who were low on all three constructs reported the least amount of diabetes self-care behavior. Implications for further modification of MSLT and its applications to clinical practice are discussed.
Similar content being viewed by others
References
Aiken, L. S., & West, S. G. (1991). Multiple regression: Testing and interpreting interactions. Newbury Park, CA: SAGE.
Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioural change. Psychological Review, 84, 191–215.
Burker, E. J., Evon, D. M., Galanko, J., & Egan, T. (2005). Health locus of control predicts survival after lung transplant. Journal of Health Psychology, 10, 695–704.
Cohen, J., & Cohen, P. (1983). Applied multiple regression correlation analysis for the behavioral sciences (2nd ed.). Hillsdale, NJ: Erlbaum.
Conner, M., & Norman, P. (2009). Predicting health behaviour. Berkshire: Open University Press.
Dawson, J. F. (2015). Interpreting interaction effects: slope difference test: Three-way interactions unstandardized.XLS. http://www.jeremy.dawson.co.uk/slopes.htm. Accessed 17 Aug 2015.
Diabetes UK. (2013). Guide to diabetes:Monitoring blood glucose, HbA1c and Fructosamine. Retrieved April 26, 2013 from http://www.diabetes.org.uk/Guide-to-diabetes/Monitoring/Blood_glucose/Glycated_haemoglobin_HbA1c_and_fructosamine/
Faul, F., Erdfelder, E., Lang, G. A., & Buchiner, A. (2007). G*Power3: A flexible statistical power analysis program for the social, behavioural and biomedical sciences. Behavioural Research Methods, 39, 175–191.
Frank, M. R., Heiby, E. M., & Lee, J. H. (2007). Assessment of determinants of compliance to twelve health behaviours: Psychometric evaluation of the health behaviour schedule two. Psychological Reports, 100, 1281–1297.
Krichbaum, K., Aarestad, V., & Buethe, M. (2003). Exploring the connection between self-efficacy and effective diabetes self-management. The Diabetes Educator, 29, 653–662.
Lau, R. R., Hartman, K. A., & Ware, J. E. (1986). Health as a value: Methodological and theoretical considerations. Health Psychology, 5, 25–43.
Luszczynska, A., & Schwarzer, R. (2005). Multidimensional health locus of control: Comments on the construct and its measurement. Journal of Health Psychology, 10, 633–642.
Mc Auley, E., & Blissmer, B. (2000). Self-efficacy determinants and consequences of physical activity. Exercise and Sport Sciences Review, 28, 82–86.
Naus, M. J., Price, E. C., & Peter, M. P. (2005). The moderating effects of anxiety and breast cancer locus of control on depression. Journal of Health Psychology, 10, 687–694.
Norman, P., Bennett, P., Smith, C., & Murphy, S. (1997). Health locus of control and lesiure-time exercise. Personality and Individual Differences, 23, 769–774.
Nugent, L. E., Carson, M., Zammitt, N. N., Smith, G. D., & Wallston, K. A. (2015). Health value and perceived control over health: Behavioural constructs to support Type 2 diabetes self-management in clinical practice. Journal of Clinical Nursing, 24, 2201–2210.
O’Hea, E. L., Grothe, K. B., Bodenlos, J. S., Boudreaux, E. D., White, M. A., & Brantley, P. J. (2005). Predicting medical regimen adherence: The interactions of health locus of control beliefs. Journal of Health Psychology, 10, 705–717.
O’Hea, E. L., Moon, S., Grothe, K. B., Boudreaux, E., Bodenlos, J. S., Wallston, K., & Brantley, P. J. (2009). The interaction of locus of control, self-efficacy, and outcome expectancy in relation to HbA1c in medically underserved individuals with type 2 diabetes. Journal of Behavioral Medicine, 32, 106–117.
O’Leary, A., Jemmott, L., & Jemmott III, J. B. (2008). Mediation analysis of an effective sexual risk-reduction intervention for women: The importance of self-efficacy. Health Psychology, 27, S180–S184.
Smith, S. M., & Wallston, K. A. (1992). How to measure the value of health. Health Education Research, 7, 129–135.
The Scottish Government,. (2013). Scottish Diabetes Core Dataset: Annex A—SCI-DC—Scottish Care Information—Diabetes Collaboration. Retrieved June18, 2013, from http://www.scotland.gov.uk/Publications/2003/01/16290/17641
Toobert, D. J., Hampson, S. E., & Glasgow, R. E. (2000). The summary of diabetes self-care activities measure. Diabetes Care, 23, 943–950.
Waller, K. V., & Bates, C. R. (1992). Health locus of control and self-efficacy beliefs in a healthy elderly sample. American Journal of Health Promotion, 6, 302–309.
Wallston, K. A. (1992). hocus-pocus, the focus isn’t strictly on locus: Rotter’s social learning theory modified for health. Cognitive Therapy and Research, 16, 183–199.
Wallston, K. A. (2005). The validity of the multidimensional health locus of control scales. Journal of Health Psychology, 10, 623–631.
Wallston, K. A., Rothman, R. L., & Cherrington, A. (2007). Psychometric properties of the perceived diabetes self-management scale (PDSMS). Journal of Behavioural Medicine, 30, 395–401.
Wallston, K. A., Stein, M. J., & Smith, C. A. (1994). Form C of the MHLC scales: A condition specific measure of Locus of Control. Journal of Personality Assessment, 63, 534–553.
Wallston, K. A., & Wallston, B.S. (1982). Who is responsible for your health: The construct of health locus of control. In G. Sanders & J. Suls (Eds.), Social psychology of health and illness (pp. 65–95). Hillsdale, NJ: Lawrence Erlbaum and Associates.
Wallston, K. A., Wallston, B. S., & DeVellis, R. (1978). Development of the multidimensional health locus of control (MHLC) scales. Health Education Monographs, 6, 160–170.
Wu, A. M. S., Tang, S. S.-K., & Kwok, T. C. Y. (2004). Physical and psychosocial factors associated with health-promoting behaviors among elderly Chinese with Type-2 diabetes. Journal of Health Psychology, 9, 731–740.
Acknowledgments
The authors acknowledge Professor Graeme D. Smith (Professor of Nursing, Edinburgh Napier University), Dr. Nicola N. Zammitt (Consultant Physician, Clinical Director Diabetes and Endocrinology, NHS Lothian), and Maggie Carson (Lecturer Nursing Studies, University of Edinburgh) for their support during the conduct of this research.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflicts of interest
Linda E. Nugent and Kenneth A. Wallston declare that they have no conflict of interest.
Human and animals rights and Informed consent
Approval from Lothian Scotland’s regional research ethical committee and from Lothian Hospital’s research and development department was obtained for the research to proceed. Confidentiality and anonymity of patients was maintained throughout the research process. All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. Informed consent was obtained from all individual participants included in the study.
Rights and permissions
About this article
Cite this article
Nugent, L.E., Wallston, K.A. Modified social learning theory re-examined: correlates of self-management behaviors of persons with Type 2 diabetes. J Behav Med 39, 947–956 (2016). https://doi.org/10.1007/s10865-016-9753-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10865-016-9753-7