Abstract
Background
Little is known about psychosocial mechanisms that may underlie differences in lifestyle change between socioeconomic groups.
Purpose
The purpose of this study is to examine how educational level influences middle-aged participants’ (N = 385) psychosocial responses to the GOAL Lifestyle Implementation Trial.
Methods
The measurements of self-efficacy and planning for healthy lifestyle were conducted pre-intervention (T1) and post-intervention (T2, 3 months), and measurements of exercise and healthy eating as outcomes at T1 and at 12 months (T3).
Results
Psychosocial determinants at T1 and their T1–T2 changes were mostly similar, irrespective of educational levels. Exercise barriers self-efficacy was enhanced slightly less (p = 0.08) among the low-SES. T2 levels as well as pre–post-intervention changes in exercise self-efficacy predicted 12-month changes in exercise, and T2 diet coping planning predicted changes in dietary fat intake. The associations were similar across all SES groups.
Conclusions
Enhancing self-efficacy and planning is similarly effective among intervention participants regardless of education level.
References
Adler NE, Boyce WT, Chesney MA, et al. Socioeconomic status and health: The challenge of the gradient. Am Psychol. 1994; 41: 15-24.
Laaksonen M, Talala K, Martelin T, et al. Health behaviours as explanations for educational level differences in cardiovascular and all-cause mortality: A follow-up of 60,000 men and women over 23 years. Eur J Public Health. 2007; 18: 38-43.
Huisman M, Kunst AE, Bopp M, et al. Educational inequalities in cause-specific mortality in middle-aged and older men and women in eight western European populations. Lancet. 2005; 365: 493-500.
Meara ER, Richards S, Cutler DM. The gap gets bigger: Changes in mortality and life expectancy, by education, 1981–2000. Health Aff (Millwood). 2008; 27: 350-360.
Cavelaars AE, Kunst AE, Geurts JJ, et al. Differences in self reported morbidity by educational level: A comparison of 11 western European countries. J Epidemiol Community Health. 1998; 52: 219-227.
Acheson D. Independent inquiry into inequalities in health: Report. London: HMSO; 1998.
Victora CG, Vaughan JP, Barros FC, Silva AC, Tomasi E. Explaining trends in inequities: Evidence from Brazilian child health studies. Lancet. 2000; 356: 1093-1098.
Bandura A. Self-efficacy: The exercise of control. New York: Freeman; 1997.
Sniehotta FF, Schwarzer R, Scholz U, Schüz B. Action planning and coping planning for long-term lifestyle change: Theory and assessment. Eur J Soc Psychol. 2005; 35: 565-576.
Schwarzer R, Schüz B, Ziegelmann JP, Lippke S, Luszczynska A, Scholz U. Adoption and maintenance of four health behaviors: Theory-guided longitudinal studies on dental flossing, seat belt use, dietary behavior, and physical activity. Ann Behav Med. 2007; 33: 156-166.
Taylor SE, Seeman TE. Psychosocial resources and the SES-health relationship. In: Adler NE, Marmot M, McEwen BS, Stewart J, eds. Socioeconomic status and health in industrial nations: Social, psychological, and biological pathways. New York: New York Academy of Sciences; 1999: 210-225.
Gurin P, Gurin G, Morrison BM. Personal and ideological aspects of internal and external control. Soc Psychol. 1978; 41: 275-296.
Ross CE, Wu C-l. The links between education and health. Am Sociol Rev. 1995; 60: 719-745.
Clark DO, Patrick DL, Grembowski D, Durham ML. Socioeconomic status and exercise self-efficacy in late life. J Behav Med. 1995; 18: 355-376.
Goldman DP, Smith JP. Can patient self-management help explain the SES health gradient? Proc Natl Acad Sci USA. 2002; 99: 10929-10934.
Absetz P, Valve R, Oldenburg B, et al. Type 2 diabetes prevention in the "real world": One-year results of the GOAL Implementation Trial. Diabetes Care. 2007; 30: 2465-2470.
Uutela A, Valve R, Talja M, Absetz P, Nissinen A, Fogelholm M. Health psychological theory in promoting population health in Päijät-Häme, Finland: First steps toward a type 2 diabetes prevention study. J Health Psychol. 2004; 9: 73-84.
Tuomilehto J, Lindstrom J, Eriksson JG, et al. Prevention of type 2 diabetes mellitus by changes in lifestyle among subjects with impaired glucose tolerance. N Engl J Med. 2001; 344: 1343-1350.
Schwarzer R, Fuchs R. Self-efficacy and health behaviours. In: Conner M, Norman P, eds. Predicting health behaviour. Buckingham: Open University Press; 1996: 163-196.
Oettingen G, Honig G, Gollwitzer PM. Effective self-regulation of goal attainment. Int J of Educ Res. 2000; 33: 705-732.
Lindström J, Peltonen M, Eriksson JG, Louheranta A, Fogelholm M, Uusitupa M. High-fibre, low-fat diet predicts long-term weight loss and decreased type 2 diabetes risk: The Finnish Diabetes Prevention Study. Diabetologia. 2006; 49: 912-920.
McArdle JJ. Latent variable modeling of differences and changes with longitudinal data. Annu Rev Psychol. 2009; 60: 577-605.
McArdle JJ, Nesselroade JR. Using multivariate data to structure developmental change. In: Cohen SH, Reese HW, eds. Life-span developmental psychology: methodological contributions. Hillsdale, NJ: Erlbaum; 1994: 223-267.
Adams J, White M. Are the stages of change socioeconomically distributed? A scoping review. Am J Health Promot. 2007; 21: 237-247.
MacIntyre S, Hunt K. Socio-economic position, gender and health: How do they interact? J Health Psychol. 1997; 2: 315-334.
Fogelholm M, Valve R, Absetz P, et al. Rural–urban differences in health and health behaviour: A baseline description of a community health-promotion programme for the elderly. Scand J Public Health. 2006; 34: 632-640.
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Hankonen, N., Absetz, P., Haukkala, A. et al. Socioeconomic Status and Psychosocial Mechanisms of Lifestyle Change in a Type 2 Diabetes Prevention Trial. ann. behav. med. 38, 160–165 (2009). https://doi.org/10.1007/s12160-009-9144-1
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DOI: https://doi.org/10.1007/s12160-009-9144-1