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Translating good intentions into physical activity: older adults with low prospective memory ability profit from planning

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Abstract

Prospective memory (PM) is the ability to remember to perform an intended action in the future and is necessary for regular physical activity (PA). For older adults with declining PM, planning strategies may help them to act upon their intentions. This study investigates PM as a moderator in a mediation process: intention predicting PA via planning. A mediated moderation was estimated with longitudinal data of older adults (M = 70 years). Intentions (T1) predicted PA (T3) via action and coping planning (T2). PM was included as moderator on the planning-PA association. Both planning strategies were significant partial mediators (action planning: b = 0.17, 95 % CI [0.10, 0.29]; coping planning: b = 0.08, 95 % CI [0.02, 0.18]). For individuals with lower PM, the indirect effect via coping planning was stronger than with higher PM (b = 0.06, 95 % CI [0.01, 0.16]). Action planning is important for PA in old age regardless of PM performance, whereas older adults with lower PM benefitted most from coping planning. Intervention studies for older adults should consider training PM and promote planning skills.

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References

  • Adriaanse, M. A., Vinkers, C. D. W., De Ridder, D. T. D., Hox, J. J., & De Wit, J. B. F. (2011). Do implementation intentions help to eat a healthy diet? A systematic review and meta-analysis of the empirical evidence. Appetite, 56, 183–193. doi:10.1016/j.appet.2010.10.012

    Article  PubMed  Google Scholar 

  • Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50, 179–211.

    Article  Google Scholar 

  • Brom, S., & Kliegel, M. (2014). Improving everyday prospective memory performance in older adults: Comparing cognitive process and strategy training. Psychology and Aging, 29, 744–755. doi:10.1037/a0037181

    Article  PubMed  Google Scholar 

  • Carraro, N., & Gaudreau, P. (2013). Spontaneous and experimentally induced action planning and coping planning for physical activity: A meta-analysis. Psychology of Sport and Exercise, 14, 228–248. doi:10.1016/j.psychsport.2012.10.004

    Article  Google Scholar 

  • Charlson, M., Szatrowski, T. P., Peterson, J., & Gold, J. (1994). Validation of a combined comorbidity index. Journal of Clinical Epidemiology, 47, 1245–1251. doi:10.1016/0895-4356(94)90129-5

    Article  CAS  PubMed  Google Scholar 

  • Chasteen, A. L., Park, D. C., & Schwarz, N. (2001). Implementation intentions and facilitation of prospective memory. Psychological Science, 12, 457–461. doi:10.1111/1467-9280.00385

    Article  CAS  PubMed  Google Scholar 

  • Cohen-Mansfield, J., Marx, M. S., & Guralnik, J. M. (2003). Motivators and barriers to exercise in an older community-dwelling population. Journal of Aging and Physical Activity, 11, 242–253.

    Google Scholar 

  • Conner, M., Sandberg, T., & Norman, P. (2010). Using action planning to promote exercise behavior. Annals of Behavioral Medicine, 40, 65–76. doi:10.1007/s12160-010-9190-8

    Article  PubMed  Google Scholar 

  • de Nooijer, J., de Vet, E., Brug, J., & de Vries, N. K. (2006). Do implementation intentions help to turn good intentions into higher fruit intakes? Journal of Nutrition Education and Behavior, 38, 25–29. doi:10.1016/j.jneb.2005.11.021

    Article  PubMed  Google Scholar 

  • Einstein, G. O., & McDaniel, M. A. (1990). Normal aging and prospective memory. Journal of Experimental Psychology: Learning, Memory, and Cognition and Emotion, 16, 717–726.

    CAS  Google Scholar 

  • Einstein, G. O., McDaniel, M. A., Williford, C. L., Pagan, J. L., & Dismukes, R. K. (2003). Forgetting of intentions in demanding situations is rapid. Journal of Experimental Psychology, 9, 147–162. doi:10.1037/1076-898X.9.3.147

    PubMed  Google Scholar 

  • Evers, A., Klusmann, V., Ziegelmann, J. P., Schwarzer, R., & Heuser, I. (2011). Long-term adherence to a physical activity intervention: The role of telephone-assisted vs. self-administered coping plans and strategy use. Psychology & Health, 27, 784–797. doi:10.1080/08870446.2011.582114

    Article  Google Scholar 

  • Fuchs, R. (1997). Psychologie und körperliche Bewegung [Psychology and physical activity]. Göttingen: Hogrefe.

    Google Scholar 

  • Gollwitzer, P. M. (1999). Implementation intentions: Strong effects of simple plans. American Psychologist, 54, 493–503.

    Article  Google Scholar 

  • Groll, D. L., To, T., Bombardier, C., & Wright, J. G. (2005). The development of a comorbidity index with physical function as the outcome. Journal of Clinical Epidemiology, 58, 595–602. doi:10.1016/j.jclinepi.2004.10.018

    Article  PubMed  Google Scholar 

  • Hayes, A. F. (2013). Mediation, moderation and conditional process analysis. New York: Guilford Press.

    Google Scholar 

  • Henry, J. D., Macleod, M. S., Phillips, L. H., & Crawford, J. R. (2004). A meta-analytic review of prospective memory and aging. Psychology and Aging, 19, 27–39. doi:10.1037/0882-7974.19.1.27

    Article  PubMed  Google Scholar 

  • Ihle, A., Hering, A., Mahy, C. E. V., Bisiacchi, P. S., & Kliegel, M. (2013). Adult age differences, response management, and cue focality in event-based prospective memory: A meta-analysis on the role of task order specificity. Psychology and Aging, 28, 714–720.

    Article  PubMed  Google Scholar 

  • Kliegel, M. (2004). Gesundheitsverhalten bei chronischen Erkrankungen im höheren Erwachsenenalter [Health behavior in older adults with chronic diseases]. In A. Kruse & M. Martin (Eds.), Enzyklopädie der Gerontologie: Alternsprozesse in multidisziplinärer Sicht (pp. 314–327). Bern: Huber.

    Google Scholar 

  • Kliegel, M., Altgassen, M., Hering, A., & Rose, N. (2011). A process-model based approach to prospective memory impairment in Parkinson’s disease. Neuropsychologia, 49, 2166–2177.

    Article  PubMed  Google Scholar 

  • Kliegel, M., Jäger, T., & Phillips, L. (2008a). Adult age differences in event-based prospective memory: A metaanalysis on the role of focal versus nonfocal cues. Psychology and Aging, 23, 203–208.

    Article  PubMed  Google Scholar 

  • Kliegel, M., Martin, M., McDaniel, M. A., Einstein, G. O., & Moor, C. (2007). Realizing complex delayed intentions in young and old adults: The role of planning aids. Memory & Cognition, 35, 1735–1746.

    Article  Google Scholar 

  • Kliegel, M., McDaniel, M., & Einstein, G. (2000). Plan formation, retention, and execution in prospective memory: A new approach and age-related effects. Memory & Cognition, 28, 1041–1049. doi:10.3758/bf03209352

    Article  CAS  Google Scholar 

  • Kliegel, M., McDaniel, M. A., & Einstein, G. O. (2008b). Prospective memory: Cognitive, neuroscience, developmental, and applied perspectives. Mahwah: Erlbaum.

    Google Scholar 

  • Leopold, L., & Engelhardt, H. (2013). Education and physical health trajectories in old age. Evidence from the Survey of Health, Ageing and Retirement in Europe (SHARE). International Journal of Public Health, 58, 23–31. doi:10.1007/s00038-012-0399-0

    Article  PubMed  Google Scholar 

  • Lindenberger, U., & Baltes, P. B. (1997). Intellectual functioning in old and very old age: Cross-sectional results from the Berlin Aging Study. Psychology and Aging, 12, 410–432.

    Article  CAS  PubMed  Google Scholar 

  • Little, R. J. A., & Rubin, D. B. (2002). Statistical analysis with missing data. New York: Wiley.

    Book  Google Scholar 

  • Liu, L. L., & Park, D. (2004). Aging and medical adherence: The use of automatic processes to achieve effortful things. Psychology and Aging, 19, 318–325.

    Article  PubMed  Google Scholar 

  • Luszczynska, A., Scholz, U., & Sutton, S. (2007). Planning to change diet: A controlled trial of an implementation intentions training intervention to reduce saturated fat intake among patients after myocardial infarction. Journal of Psychosomatic Research, 63, 491–497. doi:10.1016/j.jpsychores.2007.06.014

    Article  PubMed  Google Scholar 

  • Maddux, J. E., & Rogers, R. W. (1983). Protection motivation and self-efficacy: A revised theory of fear appeals and attitude change. Journal of Experimental Social Psychology, 19, 469–479.

    Article  Google Scholar 

  • Manini, T. M., & Pahor, M. (2009). Physical activity and maintaining physical function in older adults. British Journal of Sports Medicine, 43, 28–31. doi:10.1136/bjsm.2008.053736

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • McDaniel, M. A., Bugg, J. M., Ramuschkat, G. M., Kliegel, M., & Einstein, G. O. (2009). Repetition errors in habitual prospective memory: Elimination of age differences via complex actions or appropriate resource allocation. Aging, Neuropsychology and Cognition, 16, 563–588.

    Article  PubMed  PubMed Central  Google Scholar 

  • Milton, K., Bull, F. C., & Bauman, A. (2010). Reliability and validity testing of a single-item physical activity measure. British Journal of Sports Medicine,. doi:10.1136/bjsm.2009.068395

    PubMed  Google Scholar 

  • Park, D. C., Smith, A. D., Lautenschlager, G., Earles, J. L., Frieske, D., Zwahr, M., & Gaines, C. L. (1996). Mediators of long-term memory performance across the life span. Psychology and Aging, 11, 621–637.

    Article  CAS  PubMed  Google Scholar 

  • Reuter, T., Ziegelmann, J. P., Wiedemann, A. U., Lippke, S., Schüz, B., & Aiken, L. S. (2010). Planning bridges the intention-behaviour gap: Age makes a difference and strategy use explains why. Psychology and Health, 25, 873–887. doi:10.1080/08870440902939857

    Article  PubMed  Google Scholar 

  • Scholz, U., Schüz, B., Ziegelmann, J. P., Lippke, S., & Schwarzer, R. (2008). Beyond behavioural intentions: Planning mediates between intentions and physical activity. British Journal of Health Psychology, 13, 479–494. doi:10.1348/135910707x216062

    Article  PubMed  Google Scholar 

  • Schutzer, K. A., & Graves, B. S. (2004). Barriers and motivations to exercise in older adults. Preventive Medicine, 39, 1056–1061.

    Article  PubMed  Google Scholar 

  • Schwarzer, R. (1992). Self-efficacy in the adoption and maintenance of health behaviors: Theoretical approaches and a new model. In R. Schwarzer (Ed.), Self-efficacy: Thought control of action (pp. 217–243). Washington, DC: Hemisphere.

    Google Scholar 

  • Schwarzer, R. (2008). Modeling health behavior change: How to predict and modify the adoption and maintenance of health behaviors. Applied Psychology-an International Review-Psychologie Appliquee-Revue Internationale, 57, 1–29. doi:10.1111/j.1464-0597.2007.00325.x

    Google Scholar 

  • Schwarzer, R., Lippke, S., & Luszczynska, A. (2011). Mechanisms of health behavior change in persons with chronic illness or disability: The Health Action Process Approach (HAPA). Rehabilitation Psychology, 56, 161–170. doi:10.1037/a0024509

    Article  PubMed  Google Scholar 

  • Schwarzer, R., Schüz, B., Ziegelmann, J. P., Lippke, S., Luszczynska, A., & Scholz, U. (2007). Adoption and maintenance of four health behaviors: Theory-guided longitudinal studies on dental flossing, seat belt use, dietary behavior, and physical activity. Annals of Behavioral Medicine, 33, 156–166. doi:10.1080/08836610701308221

    Article  PubMed  Google Scholar 

  • Sheeran, P. (2002). Intention–behavior relations: A conceptual and empirical review. In M. Hewstone & W. Stroebe (Eds.), European review of social psychology (Vol. 12, pp. 1–36). Chichester, England: Wiley.

    Google Scholar 

  • Shum, D. H. K., Cahill, A., Hohaus, L. C., O’Gorman, J. G., & Chan, R. C. K. (2012). Effects of aging, planning, and interruption on complex prospective memory. Neuropsychological Rehabilitation, 23, 45–63. doi:10.1080/09602011.2012.716761

    Article  PubMed  Google Scholar 

  • Siconolfi, S. F., Lasater, T. M., Snow, R. C., & Carleton, R. A. (1985). Self-reported physical activity compared with maximal oxygen uptake. American Journal of Epidemiology, 122, 101–105.

    CAS  PubMed  Google Scholar 

  • Sniehotta, F. F., Scholz, U., & Schwarzer, R. (2006). Action plans and coping plans for physical exercise: A longitudinal intervention study in cardiac rehabilitation. British Journal of Health Psychology, 11, 23–37. doi:10.1348/135910705x43804

    Article  PubMed  Google Scholar 

  • Sniehotta, F. F., Schwarzer, R., Scholz, U., & Schüz, B. (2005). Action planning and coping planning for long-term lifestyle change: Theory and assessment. European Journal of Social PsychologyEuropean Journal of Social Psychology, 35, 565–576.

    Article  Google Scholar 

  • Taylor, A. H., Cable, N. T., Faulkner, G., Hillsdon, M., Narici, M., & Van der Bij, A. K. (2004). Physical activity and older adults: A review of health benefits and the effectiveness of interventions. Journal of Sports Sciences, 22, 703–725. doi:10.1080/026-4041040001712421

    Article  CAS  PubMed  Google Scholar 

  • Tobias, R. (2009). Changing behavior by memory aids: A social psychological model of prospective memory and habit development tested with dynamic field data. Psychological Review, 116, 408–438.

    Article  PubMed  Google Scholar 

  • Unesco. (1997). ISCED 1997: International standard classification of education.

  • Ware, J. E., & Sherbourne, C. D. (1992). The MOS 36-Item Short-Form Health Survey (SF-36): I. Conceptual framework and item selection. Medical Care, 30, 473–483.

    Article  PubMed  Google Scholar 

  • Warner, L. M., Wolff, J. K., Ziegelmann, J. P., & Wurm, S. (2014). A randomized controlled trial to promote volunteering in older adults. Psychology and Aging, 29, 757–763. doi:10.1037/a0036486

    Article  PubMed  Google Scholar 

  • Wiedemann, A. U., Schüz, B., Sniehotta, F. F., Scholz, U., & Schwarzer, R. (2009). Disentangling the relation between intentions, planning, and behaviour: A moderated mediation analysis. Psychology & Health, 24, 67–79. doi:10.1080/08870440801958214

    Article  CAS  Google Scholar 

  • Wolff, J. K., Warner, L. M., Ziegelmann, J. P., & Wurm, S. (2014). What do targeting positive views on ageing add to a physical activity intervention in older adults? Results from a randomised controlled trial. Psychology & Health, 29, 915–932. doi:10.1080/08870446.2014.896464

    Article  Google Scholar 

  • Ziegelmann, J. P., & Lippke, S. (2007). Planning and strategy use in health behavior change: A life span view. International Journal of Behavioral Medicine, 14, 30–39. doi:10.1007/bf02999225

    Article  PubMed  Google Scholar 

  • Ziegelmann, J. P., Lippke, S., & Schwarzer, R. (2006). Adoption and maintenance of physical activity: Planning interventions in young, middle-aged, and older adults. Psychology & Health, 21, 145–163. doi:10.1080/1476832050018891

    Article  Google Scholar 

  • Zimmermann, T. D., & Meier, B. (2010). The effect of implementation intentions on prospective memory performance across the lifespan. Applied Cognitive Psychology, 24, 645–658. doi:10.1002/acp.1576

    Article  Google Scholar 

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Acknowledgments

We thank the German Centre of Gerontology for logistic support and a team of highly motivated student assistants for helping to conduct the study.

Funding

The PREFER study was funded by the German Federal Ministry of Education and Research (Grant Number 01ET1001B).

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Correspondence to Julia K. Wolff.

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Julia K. Wolff, Lisa M. Warner, Jochen P. Ziegelmann, Susanne Wurm and Matthias Kliegel declare that they have no conflict of interest.

Human and animal rights and Informed consent

All procedures performed in studies involving human participants were in accordance with the ethical standards of an appropriate ethics commission (German Psychological Society; DGPs-SW 02_2012) and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. No animals were involved in the study. Informed consent was obtained from all patients for being included in the study.

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Wolff, J.K., Warner, L.M., Ziegelmann, J.P. et al. Translating good intentions into physical activity: older adults with low prospective memory ability profit from planning. J Behav Med 39, 472–482 (2016). https://doi.org/10.1007/s10865-015-9707-5

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