Abstract
A common thread among health behavior theories is the importance of perceived control, often defined within the health psychology literature as locus of control. Inconsistencies have been found regarding the role of locus of control in predicting health behaviors. These inconsistencies may be resolved by exploring interactions between internal locus of control and other perceived control constructs such as self-efficacy and outcome expectancy. The present study tested the interaction of internal locus of control, self-efficacy and outcome expectancy in relation to HbA1c in patients with Type 2 diabetes. One hundred and nine medical patients who were diagnosed with Type 2 diabetes, predominantly from an African American as well as disadvantaged background, participated in the study. HbA1c was used to indicate gradations of medical regimen adherence. A three way interaction among the perceived control measures was related to HbA1c. Patients who reported low self-efficacy and low outcome expectancy tended to benefit the most from high internal locus of control. However, for patients with low self-efficacy and high outcome expectancy, higher scores on internal locus of control were related to poorer HbA1c levels. Future research examining perceived control constructs may benefit from investigating the interacting effects of such variables when evaluating health behaviors.
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Aikens, J. E., Wallander, J. L., Bell, D. S., & McNorton, A. (1994). A nomothetic-idiographic study of daily psychological stress and blood glucose in women with type I diabetes mellitus. Journal of Behavioral Medicine, 17, 535–548. doi:10.1007/BF01857596.
Allegrante, J. P., Kovar, P. A., MacKenzie, C. R., et al. (1993). A walking education program for patients with osteoarthritis of the knee: Theory and intervention strategies. Health Education Quarterly Special Issue: Arthritis Health Education, 20, 63–81.
Allegrante, J. P., & Marks, R. (2003). Self-efficacy in management of osteoarthritis. Rheumatic Disease Clinics of North America, 29, 747–768.
Balch, P., & Ross, A. (1975). Predicting success in weight reduction as a function of LOC: A unidimensional and multidimensional approach. Journal of Consulting and Clinical Psychology, 43, 119. doi:10.1037/h0076495.
Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Englewood Cliffs, NJ: Prentice Hall.
Brown, R. T., Kaslow, N. J., Sansbury, L., Meacham, L., & Culler, F. (1991). Internalizing and externalizing symptoms and attributional style in youth with diabetes. Journal of the American Academy of Child and Adolescent Psychiatry, 30, 921–925.
Burns, K. L., Green, P., & Chase, H. P. (1986). Psychosocial correlates of glycemic control as a function of age in youth with insulin dependent diabetes. Journal of Adolescent Health, 7, 311–319.
Bunting, B. P., & Coates, V. (2000). Stability and predictors of blood glucose levels: An intra- and inter-individual analysis. Psychology Health and Medicine, 5, 251–258. doi:10.1080/713690196.
Coates, V. E., & Boore, J. R. (1995). Self-management of chronic illness: Implications for nursing. International Journal of Nursing Studies, 32, 628–640. doi:10.1016/0020-7489(95)00043-5.
Dunn, S. M., Smartt, H. H., Beeney, L. J., & Turtle, J. R. (1986). Measurement of emotional adjustment in diabetic patients: validity and reliability of ATT39. Diabetes Care, 9, 480–489. doi:10.2337/diacare.9.5.480.
Edelstein, J., & Linn, W. (1987). LOC and the control of diabetes. The Diabetes Educator, 13, 51–54. doi:10.1177/014572178701300111.
Evans, C. L., & Hughes, I. A. (1987). The relationship between diabetic control and individual and family characteristics. Journal of Psychosomatic Research, 31, 367–374. doi:10.1016/0022-3999(87)90057-2.
Frank, M. R., Heiby, E. M., & Lee, J. H. (2007). Assessment of determinants of compliance to twelve health behaviors: Psychometric evaluation of the health behavior schedule II. Psychological Reports, 100, 1281–1297. doi:10.2466/PR0.100.3.1281-1297.
Glasgow, R. E., Toobert, D. J., Riddle, M., Donnelly, J., Mitchell, D. L., & Calder, D. (1989). Diabetes specific social learning variable sand self-care behaviors among persons with Type 2 diabetes. Health Psychology, 8, 285–303. doi:10.1037/0278-6133.8.3.285.
Godding, P. R., & Glasgow, R. E. (1985). Self-efficacy and outcome expectations as predictors of controlled smoking status. Cognitive Therapy and Research, 9, 583–590. doi:10.1007/BF01173011.
Guck, T. P., Willcockson, J. C., Schmidt, R. L., & Criscuolo, C. M. (2008). Attributions regarding unmet treatment goals after interdisciplinary chronic pain rehabilitation. The Clinical Journal of Pain, 24, 415–420. doi:10.1097/AJP.0b013e3181671a1c.
Hamburg, B. A., & Inoff, G. E. (1982). Relationships between behavioral factors and diabetic control in children and adolescents: A camp study. Psychosomatic Medicine, 44, 321–339.
Helgeson, V. S., & Franzen, P. L. (1998). The role of LOC in adjustment to diabetes. Anxiety, Stress, and Coping, 11, 113–136. doi:10.1080/10615809808248308.
Hoeppner, B. B., Goodwin, M. S., Velicer, W. F., Mooney, M. E., & Hatsukami, D. K. (2008). Detecting longitudinal patterns of daily smoking following drastic cigarette reduction. Addictive Behaviors, 33, 623–639. doi:10.1016/j.addbeh.2007.11.005.
Jacobson, A. M., Hauser, S. T., Lavori, P., Wolfsdorf, J. I., Herskowitz, R. D., Milley, J., et al. (1990). Adherence among children and adolescents with insulin dependent diabetes mellitus over a four-year longitudinal follow-up. I. The influence of patient coping and adjustment. Journal of Pediatric Psychology, 15, 511–526. doi:10.1093/jpepsy/15.4.511.
Jacobson, A. M., Hauser, S. T., Wertleib, D., Wolfsdorf, I., Orleans, J., & Veiyra, M. (1986). Psychological adjustment of children with recently diagnosed diabetes mellitus. Diabetes Care, 9, 323–329. doi:10.2337/diacare.9.4.323.
Kavanagh, D. J., Gooley, S., & Wilson, P. H. (1993). Prediction of adherence and control in diabetes. Journal of Behavioral Medicine, 16, 509–522. doi:10.1007/BF00844820.
Kincey, J. (1981). Internal–external control and weight loss in the obese: Predictive and discrimant validity and some possible clinical implications. Journal of Clinical Psychology, 37, 100–103. doi :10.1002/1097-4679(198101)37:1<100::AID-JCLP2270370118>3.0.CO;2-G.
Kneckt, M. C., Syrjala, A. M., & Knuuttila, M. L. (1999). LOC beliefs predicting oral and diabetes health behaviors and health status. Acta Odontologica Scandinavica, 57, 127–131. doi:10.1080/000163599428841.
Lanting, L. C., Joung, I. M. A., Vogel, I., Bootsma, A. H., Lamberts, S. W. J., & Mackenbach, J. P. (2008). Ethnic differences in outcomes of diabetes care and the role of self-management behavior. Patient Education and Counseling, 72, 146–154. doi:10.1016/j.pec.2008.03.008.
Liakopoulou, M., Korvessi, M., & Dacou-Voutetakis, C. (1992). Personality characteristics, environmental factors and glycemic control in adolescents with diabetes. European Child & Adolescent Psychiatry, 1, 82–88. doi:10.1007/BF02091790.
Litt, M. D. (1988). SE and perceived control: Cognitive mediators and pain tolerance. Journal of Personality and Social Psychology, 54, 149–160. doi:10.1037/0022-3514.54.1.149.
Maddux, J. E., Brawley, L., & Boykin, A. (1995). SE and healthy behavior: Prevention, promotion, and detection. In J. E. Maddux, et al. (Eds.), Self-efficacy, adaptation, and adjustment: Theory, research, and application (pp. 173–202). New York: Plenum Press.
Marks, R., Allegrante, J. P., & Lorig, K. (2005). A review and synthesis of research evidence for self efficacy enhancing interventions for reducing chronic disability: Implications for health education practice (part II). Health Promotion Practice, 6, 148–156. doi:10.1177/1524839904266792.
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. doi:10.1177/1359105305055330.
O’Leary, A., Jemmott, L. S., & Jemmott, J. B., I. I. I. (2008). Mediation analysis of an effective sexual risk-reduction intervention for women: The importance of self-efficacy. Health Psychology, 27, S180–S184. doi:10.1037/0278-6133.27.2(Suppl.).S180.
Porte, D., & Sherwin, R. S. (1997). Ellenberg & Rifkin’s Diabetes Mellitus (5th ed.). Stamford, CT: Appleton & Lange.
Rotter, J. B. (1966). Generalized expectancies for internal vs. external control of reinforcement. Psychological Monographs, 80, 1–28.
Seeman, M., & Evans, J. W. (1962). Alienation and learning in a hospital setting. American Sociological Review, 27, 772–783. doi:10.2307/2090405.
Schwebel, A. I., & Kaemmerer, W. F. (1977). Smoking, alienation, and locus of control factors. Omega: The Journal of Death and Dying, 8, 239–246.
Stenström, U., Wikby, A., Andersson, P. O., & Rydén, O. (1998). Relationship between locus of control beliefs and metabolic control in insulin-dependent diabetes mellitus. British Journal of Health Psychology, 3(1), 15–25.
Strickland, B. R. (1978). Internal-external expectancies and health related behaviors. Journal of Consulting and Clinical Psychology, 46, 1192–1211. doi:10.1037/0022-006X.46.6.1192.
Surgenor, L. J., Horn, J., Hudson, S. M., Lunt, H., & Tennent, J. (2000). Metabolic control and psychological sense of control in women with diabetes mellitus: Alliterative considerations of the relationship. Journal of Psychosomatic Research, 49, 267–273. doi:10.1016/S0022-3999(00)00181-1.
Talbot, F., Nouwen, A., Gingras, J., Gosselin, M., & Audet, J. (1997). The assessment of diabetes-related cognitive and social factors: The multidimensional diabetes questionnaire (MDQ). Journal of Behavioral Medicine, 20, 291–312. doi:10.1023/A:1025508928696.
Tobias, L. L., & MacDonald, M. L. (1977). ILOC and weight loss: An insufficient condition. Journal of Consulting and Clinical Psychology, 45, 647–653. doi:10.1037/0022-006X.45.4.647.
Tolma, E. L., Reininger, B. M., Evans, A., & Ureda, J. (2006). Examining the theory of planned behavior and the construct of self-efficacy to predict mammography intention. Health Education & Behavior, 33, 233–251. doi:10.1177/1090198105277393.
Wallston, K. A. (1991). The importance of placing measures of health locus of control beliefs in a theoretical context. Health Education Research, 6, 251–252. doi:10.1093/her/6.2.251.
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. doi:10.1007/BF01173488.
Wallston, K. A. (2001). Conceptualization and operationalization of health locus of control. In A. Baum, T. A. Revenson, & J. E. Singer (Eds.), Handbook of health psychology (pp. 49–58). New York: Plenum Press.
Wallston, K. A., & Cherrington, A. (2007). Psychometric properties of the perceived diabetes self-management scale (PDSMS). Journal of Behavioral Medicine, 30, 395–401. doi:10.1007/s10865-007-9110-y.
Wallston, K. A., Maides, S., & Wallston, B. S. (1976). Health related information seeking as a function of health related LOC and health value. Journal of Research in Personality, 10, 215–222. doi:10.1016/0092-6566(76)90074-X.
Wallston, K. A., Malcarne, V. L., Flores, L., Hansdottir, I., Smith, C. A., Stein, M. J., et al. (1999). Does God determine your health? The God locus of health control scale. Cognitive Therapy and Research, 23(2), 131–142. doi:10.1023/A:1018723010685.
Wallston, K. A., Stein, M. J., & Smith, C. A. (1994). Form C of the MHLC scales: A condition specific measure of health locus of control. Journal of Personality Assessment, 63, 534–553. doi:10.1207/s15327752jpa6303_10.
Wallston, K. A., Wallston, B. S., Smith, S., & Dobbins, C. J. (1987). Perceived control and health. Current Psychological Research and Reviews, 6, 5–25. doi:10.1007/BF02686633.
Woodcock, R. W., McGrew, K. S., & Mather, N. (2001). Woodcock-Johnson-2I: Tests of achievement. Itasca, IL: Riverside Publishing.
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O’Hea, E.L., Moon, S., Grothe, K.B. et al. The interaction of locus of control, self-efficacy, and outcome expectancy in relation to HbA1c in medically underserved individuals with type 2 diabetes. J Behav Med 32, 106–117 (2009). https://doi.org/10.1007/s10865-008-9188-x
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DOI: https://doi.org/10.1007/s10865-008-9188-x