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Published in: BMC Public Health 1/2014

Open Access 01-12-2014 | Research article

Long-term health outcomes and cost-effectiveness of a computer-tailored physical activity intervention among people aged over fifty: modelling the results of a randomized controlled trial

Authors: Denise A Peels, Rudolf R Hoogenveen, Talitha L Feenstra, Rianne HJ Golsteijn, Catherine Bolman, Aart N Mudde, Gerrie CW Wendel-Vos, Hein de Vries, Lilian Lechner

Published in: BMC Public Health | Issue 1/2014

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Abstract

Background

Physical inactivity is a significant predictor of several chronic diseases, becoming more prevalent as people age. Since the aging population increases demands on healthcare budgets, effectively stimulating physical activity (PA) against acceptable costs is of major relevance. This study provides insight into long-term health outcomes and cost-effectiveness of a tailored PA intervention among adults aged over fifty.

Methods

Intervention participants (N = 1729) received tailored advice three times within four months, targeting the psychosocial determinants of PA. The intervention was delivered in different conditions (i.e. print-delivered versus Web-based, and with or without additional information on local PA opportunities). In a clustered RCT, the effects of the different intervention conditions were compared to each other and to a control group. Effects on weekly Metabolic Equivalents (MET)-hours of PA obtained one year after the intervention started were extrapolated to long-term outcomes (5-year, 10-year and lifetime horizons) in terms of health effects and quality-adjusted life years (QALYs) and its effect on healthcare costs, using a computer simulation model. Combining the model outcomes with intervention cost estimates, this study provides insight into the long-term cost-effectiveness of the intervention. Incremental cost-effectiveness ratios (ICERs) were calculated.

Results

For all extrapolated time horizons, the printed and the Web-based intervention resulted in decreased incidence numbers for diabetes, colon cancer, breast cancer, acute myocardial infarctions, and stroke and increased QALYs as a result of increased PA. Considering a societal Willingness-to-Pay of €20,000/QALY, on a lifetime horizon the printed (ICER = €7,500/QALY) as well as the Web-based interventions (ICER = €10,100/QALY) were cost-effective. On a 5-year time horizon, the Web-based intervention was preferred over the printed intervention. On a 10-year and lifetime horizon, the printed intervention was the preferred intervention condition, since the monetary savings of the Web-based intervention did no longer outweigh its lower effects. Adding environmental information resulted in a lower cost-effectiveness.

Conclusion

A tailored PA intervention in a printed delivery mode, without environmental information, has the most potential for being cost-effective in adults aged over 50.

Trial registration

The current study was registered at the Dutch Trial Register (NTR2297; April 26th 2010).
Appendix
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Literature
1.
go back to reference Lee IM, Shiroma EJ, Lobelo F, Puska P, Blair SN, Katzmarzyk PT: Effect of physical inactivity on major non-communicable diseases worldwide: an analysis of burden of disease and life expectancy. Lancet. 2012, 380 (9838): 219-229. 10.1016/S0140-6736(12)61031-9.CrossRefPubMedPubMedCentral Lee IM, Shiroma EJ, Lobelo F, Puska P, Blair SN, Katzmarzyk PT: Effect of physical inactivity on major non-communicable diseases worldwide: an analysis of burden of disease and life expectancy. Lancet. 2012, 380 (9838): 219-229. 10.1016/S0140-6736(12)61031-9.CrossRefPubMedPubMedCentral
2.
go back to reference World Health Organization: Health and Development through Physical Activity and Sport. 2003, Geneva: WHO Document Production Services World Health Organization: Health and Development through Physical Activity and Sport. 2003, Geneva: WHO Document Production Services
3.
go back to reference Hallal PC, Andersen LB, Bull FC, Guthold R, Haskell W, Ekelund U: Global physical activity levels: surveillance progress, pitfalls, and prospects. Lancet. 2012, 380: 247-257. 10.1016/S0140-6736(12)60646-1.CrossRefPubMed Hallal PC, Andersen LB, Bull FC, Guthold R, Haskell W, Ekelund U: Global physical activity levels: surveillance progress, pitfalls, and prospects. Lancet. 2012, 380: 247-257. 10.1016/S0140-6736(12)60646-1.CrossRefPubMed
4.
go back to reference WHO Europe: Steps to health: a european framework to promote physical activity for health. 2007, Copenhagen: WHO Europe WHO Europe: Steps to health: a european framework to promote physical activity for health. 2007, Copenhagen: WHO Europe
5.
go back to reference Oldridge NB: Economic burden of physical inactivity: healthcare costs associated with cardiovascular disease. Eur J Cardiovasc Prev Rehabil. 2008, 15 (2): 130-139. 10.1097/HJR.0b013e3282f19d42.CrossRefPubMed Oldridge NB: Economic burden of physical inactivity: healthcare costs associated with cardiovascular disease. Eur J Cardiovasc Prev Rehabil. 2008, 15 (2): 130-139. 10.1097/HJR.0b013e3282f19d42.CrossRefPubMed
6.
go back to reference Colman R, Walker S: The cost of physical inactivity in British Columbia. Genuine Progress Index for Atlantic Canada - Measuring sustainable development. 2004, Glen Haven: Ministry of Health Planning Colman R, Walker S: The cost of physical inactivity in British Columbia. Genuine Progress Index for Atlantic Canada - Measuring sustainable development. 2004, Glen Haven: Ministry of Health Planning
7.
go back to reference Hagberg L: Cost-effectiveness of the promotion of physical activity in health care. 2007, Umea: Umea University Hagberg L: Cost-effectiveness of the promotion of physical activity in health care. 2007, Umea: Umea University
8.
go back to reference Sevick MA, Dunn AL, Morrow MS, Marcus BH, Chen GJ, Blair SN: Cost-effectiveness of lifestyle and structured exercise interventions in sedentary adults. Results from project ACTIVE. Am J Prev Med. 2000, 19 (1): 1-8. 10.1016/S0749-3797(00)00154-9.CrossRefPubMed Sevick MA, Dunn AL, Morrow MS, Marcus BH, Chen GJ, Blair SN: Cost-effectiveness of lifestyle and structured exercise interventions in sedentary adults. Results from project ACTIVE. Am J Prev Med. 2000, 19 (1): 1-8. 10.1016/S0749-3797(00)00154-9.CrossRefPubMed
9.
go back to reference Garrett S, Elley CR, Rose SB, O’Dea D, Lawton BA, Dowell AC: Are physical activity interventions in primary care and the community cost-effective? A systematic review of the evidence. Br J Gen Pract. 2011, 61 (584): e125-133. 10.3399/bjgp11X561249.CrossRefPubMedPubMedCentral Garrett S, Elley CR, Rose SB, O’Dea D, Lawton BA, Dowell AC: Are physical activity interventions in primary care and the community cost-effective? A systematic review of the evidence. Br J Gen Pract. 2011, 61 (584): e125-133. 10.3399/bjgp11X561249.CrossRefPubMedPubMedCentral
11.
go back to reference King AC, Rejeski WJ, Buchner DM: Physical activity interventions targeting older adults. A critical review and recommendations. Am J Prev Med. 1998, 15 (4): 316-333. 10.1016/S0749-3797(98)00085-3.CrossRefPubMed King AC, Rejeski WJ, Buchner DM: Physical activity interventions targeting older adults. A critical review and recommendations. Am J Prev Med. 1998, 15 (4): 316-333. 10.1016/S0749-3797(98)00085-3.CrossRefPubMed
12.
go back to reference Ackermann RT, Cheadle A, Sandhu N, Madsen L, Wagner EH, LoGerfo JP: Community exercise program use and changes in healthcare costs for older adults. Am J Prev Med. 2003, 25 (3): 232-237. 10.1016/S0749-3797(03)00196-X.CrossRefPubMed Ackermann RT, Cheadle A, Sandhu N, Madsen L, Wagner EH, LoGerfo JP: Community exercise program use and changes in healthcare costs for older adults. Am J Prev Med. 2003, 25 (3): 232-237. 10.1016/S0749-3797(03)00196-X.CrossRefPubMed
13.
go back to reference Woodcock J, Franco OH, Orsini N, Roberts I: Non-vigorous physical activity and all-cause mortality: systematic review and meta-analysis of cohort studies. Int J Epidemiol. 2011, 40 (1): 121-138. 10.1093/ije/dyq104.CrossRefPubMed Woodcock J, Franco OH, Orsini N, Roberts I: Non-vigorous physical activity and all-cause mortality: systematic review and meta-analysis of cohort studies. Int J Epidemiol. 2011, 40 (1): 121-138. 10.1093/ije/dyq104.CrossRefPubMed
14.
go back to reference Noar SM, Benac CN, Harris MS: Does tailoring matter? Meta-analytic review of tailored print health behavior change interventions. Psychol Bull. 2007, 133 (4): 673-693.CrossRefPubMed Noar SM, Benac CN, Harris MS: Does tailoring matter? Meta-analytic review of tailored print health behavior change interventions. Psychol Bull. 2007, 133 (4): 673-693.CrossRefPubMed
15.
go back to reference Krebs P, Prochaska JO, Rossi JS: A meta-analysis of computer-tailored interventions for health behaviour change. Prev Med. 2010, 51: 214-221. 10.1016/j.ypmed.2010.06.004.CrossRefPubMedPubMedCentral Krebs P, Prochaska JO, Rossi JS: A meta-analysis of computer-tailored interventions for health behaviour change. Prev Med. 2010, 51: 214-221. 10.1016/j.ypmed.2010.06.004.CrossRefPubMedPubMedCentral
16.
go back to reference Peels DA, Bolman C, Golsteijn RHJ, De Vries H, Mudde AN, Van Stralen MM, Lechner L: Long-term efficacy of a tailored physical activity intervention among older adults. Int J Behav Nutr Phys Act. 2013, 10: 104-10.1186/1479-5868-10-104.CrossRefPubMedPubMedCentral Peels DA, Bolman C, Golsteijn RHJ, De Vries H, Mudde AN, Van Stralen MM, Lechner L: Long-term efficacy of a tailored physical activity intervention among older adults. Int J Behav Nutr Phys Act. 2013, 10: 104-10.1186/1479-5868-10-104.CrossRefPubMedPubMedCentral
17.
go back to reference Van Stralen MM, Kok G, De Vries H, Mudde AN, Bolman C, Lechner L: The Active Plus protocol: systematic development of two theory and evidence-based tailored physical activity interventions for the over-fifties. BMC Public Health. 2008, 8: 399-10.1186/1471-2458-8-399.CrossRefPubMedPubMedCentral Van Stralen MM, Kok G, De Vries H, Mudde AN, Bolman C, Lechner L: The Active Plus protocol: systematic development of two theory and evidence-based tailored physical activity interventions for the over-fifties. BMC Public Health. 2008, 8: 399-10.1186/1471-2458-8-399.CrossRefPubMedPubMedCentral
18.
go back to reference Peels DA, Van Stralen MM, Bolman C, Golsteijn RHJ, De Vries H, Mudde AN, Lechner L: The Development of a Web-Based Computer Tailored Advice to Promote Physical Activity Among People Older Than 50 Years. J Med Internet Res. 2012, 14 (2): e39-10.2196/jmir.1742.CrossRefPubMedPubMedCentral Peels DA, Van Stralen MM, Bolman C, Golsteijn RHJ, De Vries H, Mudde AN, Lechner L: The Development of a Web-Based Computer Tailored Advice to Promote Physical Activity Among People Older Than 50 Years. J Med Internet Res. 2012, 14 (2): e39-10.2196/jmir.1742.CrossRefPubMedPubMedCentral
19.
go back to reference Hoogenveen RT, van Baal PH, Boshuizen HC: Chronic disease projections in heterogeneous ageing populations: approximating multi-state models of joint distributions by modelling marginal ditributions. Math Med Biol. 2010, 27 (1): 1-19. 10.1093/imammb/dqp014.CrossRefPubMed Hoogenveen RT, van Baal PH, Boshuizen HC: Chronic disease projections in heterogeneous ageing populations: approximating multi-state models of joint distributions by modelling marginal ditributions. Math Med Biol. 2010, 27 (1): 1-19. 10.1093/imammb/dqp014.CrossRefPubMed
20.
go back to reference Ammann R, Vandelanotte C, De Vries H, Mummery K: Can a Website-delivered computer-tailored physical activity intervention be acceptable, usable, and effective in older people?. Health Educ & Behav. 2013, 40 (2): 160-170. 10.1177/1090198112461791.CrossRef Ammann R, Vandelanotte C, De Vries H, Mummery K: Can a Website-delivered computer-tailored physical activity intervention be acceptable, usable, and effective in older people?. Health Educ & Behav. 2013, 40 (2): 160-170. 10.1177/1090198112461791.CrossRef
21.
go back to reference Peels DA, Bolman C, Golsteijn RHJ, De Vries H, Mudde AN, Van Stralen MM, Lechner L: Differences in Reach and Attrition between Web-based or Print-delivered Tailored Interventions among Adults aged over Fifty. J Med Internet Res. 2012, 14 (6): e179-10.2196/jmir.2229.CrossRefPubMedPubMedCentral Peels DA, Bolman C, Golsteijn RHJ, De Vries H, Mudde AN, Van Stralen MM, Lechner L: Differences in Reach and Attrition between Web-based or Print-delivered Tailored Interventions among Adults aged over Fifty. J Med Internet Res. 2012, 14 (6): e179-10.2196/jmir.2229.CrossRefPubMedPubMedCentral
22.
go back to reference Roux L, Pratt M, Tengs TO, Yore MM, Yanagawa TL, Va Den Bosch J, Rutt C, Brownson RC, Powell KE, Heath G, Kohl HW, Teutsch S, Cawley J, Lee IM, West L, Buchner DM: Cost effectiveness of community-based physical activity interventions. Am J Prev Med. 2008, 35 (6): 578-588. 10.1016/j.amepre.2008.06.040.CrossRefPubMed Roux L, Pratt M, Tengs TO, Yore MM, Yanagawa TL, Va Den Bosch J, Rutt C, Brownson RC, Powell KE, Heath G, Kohl HW, Teutsch S, Cawley J, Lee IM, West L, Buchner DM: Cost effectiveness of community-based physical activity interventions. Am J Prev Med. 2008, 35 (6): 578-588. 10.1016/j.amepre.2008.06.040.CrossRefPubMed
23.
go back to reference Graves N, Barnett AG, Halton K, Veerman J, Winkler E, Owen N, Reeves MM, Marshall A, Eakin E: Cost-effectiveness of a telephone-delivered intervention for physical activity and diet. PLoS One. 2009, 4 (9): e7135-10.1371/journal.pone.0007135.CrossRefPubMedPubMedCentral Graves N, Barnett AG, Halton K, Veerman J, Winkler E, Owen N, Reeves MM, Marshall A, Eakin E: Cost-effectiveness of a telephone-delivered intervention for physical activity and diet. PLoS One. 2009, 4 (9): e7135-10.1371/journal.pone.0007135.CrossRefPubMedPubMedCentral
24.
go back to reference Gulliford M, Charlton J, Bhattarai N, Rudisill C: Social and material deprivation and the cost-effectiveness of an intervention to promote physical activity: cohort study and Markov model. J Public Health (Oxf). 2014, Epub ahead of print Gulliford M, Charlton J, Bhattarai N, Rudisill C: Social and material deprivation and the cost-effectiveness of an intervention to promote physical activity: cohort study and Markov model. J Public Health (Oxf). 2014, Epub ahead of print
25.
go back to reference Bartholomew LK, Parcel GS, Kok G, Gottlieb NH, Fernandez ME: Planning health promotyion programs: an intervention mapping approach. 2011, San Francisco: Jossey-Bass, 3 Bartholomew LK, Parcel GS, Kok G, Gottlieb NH, Fernandez ME: Planning health promotyion programs: an intervention mapping approach. 2011, San Francisco: Jossey-Bass, 3
26.
go back to reference De Vries H, Mesters I, Riet JV, Willems K, Reubsaet A: Motives of Belgian Adolescents for Using Sunscreen: The Role of Action Plans. Cancer Epidemiol Biomarkers Prev. 2006, 15 (7): 1360-1366. 10.1158/1055-9965.EPI-05-0877.CrossRefPubMed De Vries H, Mesters I, Riet JV, Willems K, Reubsaet A: Motives of Belgian Adolescents for Using Sunscreen: The Role of Action Plans. Cancer Epidemiol Biomarkers Prev. 2006, 15 (7): 1360-1366. 10.1158/1055-9965.EPI-05-0877.CrossRefPubMed
27.
go back to reference Prochaska JO, DiClemente CC: Stages and processes of self-change of smoking: toward an integrative model of change. J Consult Clin Psychol. 1983, 51 (3): 390-395.CrossRefPubMed Prochaska JO, DiClemente CC: Stages and processes of self-change of smoking: toward an integrative model of change. J Consult Clin Psychol. 1983, 51 (3): 390-395.CrossRefPubMed
28.
go back to reference Schwarzer R: The Health Action Approach (HAPA). 2009 Schwarzer R: The Health Action Approach (HAPA). 2009
30.
go back to reference Baumeister RF, Vohs KD: Handbook of self-regulation: research, theory, and applications. 2004, New York: The Guilford Press Baumeister RF, Vohs KD: Handbook of self-regulation: research, theory, and applications. 2004, New York: The Guilford Press
31.
go back to reference Ryan R, Deci E: Active human nature: self-determination theory and the promotion and maintenance of sport, exercise and health. Intrinsic motivation and self-determination in exercise and sport. Edited by: Hagger MS, Chatzisarantis NLD. 2007, Champaign: Human Kinatics Europe Ltd, 1-19. Ryan R, Deci E: Active human nature: self-determination theory and the promotion and maintenance of sport, exercise and health. Intrinsic motivation and self-determination in exercise and sport. Edited by: Hagger MS, Chatzisarantis NLD. 2007, Champaign: Human Kinatics Europe Ltd, 1-19.
32.
go back to reference Owen N, Humpel N, Leslie E, Bauman A, Sallis JF: Understanding environmental influences on walking: Review and research agenda. Am J Prev Med. 2004, 27 (1): 67-76. 10.1016/j.amepre.2004.03.006.CrossRefPubMed Owen N, Humpel N, Leslie E, Bauman A, Sallis JF: Understanding environmental influences on walking: Review and research agenda. Am J Prev Med. 2004, 27 (1): 67-76. 10.1016/j.amepre.2004.03.006.CrossRefPubMed
33.
go back to reference Humpel N, Owen N, Iverson D, Leslie E, Bauman A: Perceived environment attributes, residential location and walking for particular purposes. Am J Prev Med. 2004, 26 (2): 119-125. 10.1016/j.amepre.2003.10.005.CrossRefPubMed Humpel N, Owen N, Iverson D, Leslie E, Bauman A: Perceived environment attributes, residential location and walking for particular purposes. Am J Prev Med. 2004, 26 (2): 119-125. 10.1016/j.amepre.2003.10.005.CrossRefPubMed
34.
go back to reference Humpel N, Marshall AL, Leslie E, Bauman A, Owen N: Changes in neighborhood walking are related to changes in perceptions of environmental attributes. Ann Behav Med. 2004, 27 (1): 60-67. 10.1207/s15324796abm2701_8.CrossRefPubMed Humpel N, Marshall AL, Leslie E, Bauman A, Owen N: Changes in neighborhood walking are related to changes in perceptions of environmental attributes. Ann Behav Med. 2004, 27 (1): 60-67. 10.1207/s15324796abm2701_8.CrossRefPubMed
35.
go back to reference Sallis JF, King AC, Sirard JR, Albright CL: Perceived environmental predictors of physical activity over 6 months in adults: activity counseling trial. Health Psychol. 2007, 26 (6): 701-709.CrossRefPubMed Sallis JF, King AC, Sirard JR, Albright CL: Perceived environmental predictors of physical activity over 6 months in adults: activity counseling trial. Health Psychol. 2007, 26 (6): 701-709.CrossRefPubMed
36.
go back to reference Kremers SP, De Bruijn GJ, Droomers M, Van Lenthe F, Brug J: Moderators of environmental intervention effects on diet and activity in youth. Am J Prev Med. 2007, 32 (2): 163-172. 10.1016/j.amepre.2006.10.006.CrossRefPubMed Kremers SP, De Bruijn GJ, Droomers M, Van Lenthe F, Brug J: Moderators of environmental intervention effects on diet and activity in youth. Am J Prev Med. 2007, 32 (2): 163-172. 10.1016/j.amepre.2006.10.006.CrossRefPubMed
37.
go back to reference Harrington DW, Elliot SJ: Weighing the importance of neighbourhood: a multilevel exploration of the determinants of overweight and obesity. Soc Sci Med. 2009, 68 (4): 593-600. 10.1016/j.socscimed.2008.11.021.CrossRefPubMed Harrington DW, Elliot SJ: Weighing the importance of neighbourhood: a multilevel exploration of the determinants of overweight and obesity. Soc Sci Med. 2009, 68 (4): 593-600. 10.1016/j.socscimed.2008.11.021.CrossRefPubMed
38.
go back to reference De Bourdeaudhuij I, Sallis JF, Saelens BE: Environmental correlates of physical activity in a sample of Belgian adults. Am J Health Promot. 2003, 18 (1): 83-92. 10.4278/0890-1171-18.1.83.CrossRefPubMed De Bourdeaudhuij I, Sallis JF, Saelens BE: Environmental correlates of physical activity in a sample of Belgian adults. Am J Health Promot. 2003, 18 (1): 83-92. 10.4278/0890-1171-18.1.83.CrossRefPubMed
39.
go back to reference Hobbs N, Godfrey A, Lara J, Errington L, Meyer TD, Rochester L, White M, Methers JC, Sniehotta FF: Are behavioural interventions effective in increasing physical activity at 12 to 36 months in adults aged 55 to 70 years? A systematic review and meta-analysis. BMC Medicine. 2013, 11: 75-10.1186/1741-7015-11-75.CrossRefPubMedPubMedCentral Hobbs N, Godfrey A, Lara J, Errington L, Meyer TD, Rochester L, White M, Methers JC, Sniehotta FF: Are behavioural interventions effective in increasing physical activity at 12 to 36 months in adults aged 55 to 70 years? A systematic review and meta-analysis. BMC Medicine. 2013, 11: 75-10.1186/1741-7015-11-75.CrossRefPubMedPubMedCentral
40.
go back to reference Van Stralen MM, De Vries H, Mudde AN, Bolman C, Lechner L: The Long-Term Efficacy of Two Computer-Tailored Physical Activity Interventions for Older Adults: Main Effects and Mediators. Health Psychol. 2011, 30 (4): 442-452.CrossRefPubMed Van Stralen MM, De Vries H, Mudde AN, Bolman C, Lechner L: The Long-Term Efficacy of Two Computer-Tailored Physical Activity Interventions for Older Adults: Main Effects and Mediators. Health Psychol. 2011, 30 (4): 442-452.CrossRefPubMed
41.
go back to reference Van Stralen MM, De Vries H, Mudde AN, Bolman C, Lechner L: Efficacy of Two Tailored Interventions Promoting Physical Activity in Older Adults. Am J Prev Med. 2009, 37 (5): 405-417. 10.1016/j.amepre.2009.07.009.CrossRefPubMed Van Stralen MM, De Vries H, Mudde AN, Bolman C, Lechner L: Efficacy of Two Tailored Interventions Promoting Physical Activity in Older Adults. Am J Prev Med. 2009, 37 (5): 405-417. 10.1016/j.amepre.2009.07.009.CrossRefPubMed
42.
go back to reference Peels DA, De Vries H, Bolman C, Golsteijn RHJ, Van Stralen MM, Mudde AN, Lechner L: Differences in the use and appreciation of a Web-based or printed computer tailored physical activity intervention for people aged over fifty. Health Educ Res. 2013, 28 (4): 715-731. 10.1093/her/cyt065.CrossRefPubMed Peels DA, De Vries H, Bolman C, Golsteijn RHJ, Van Stralen MM, Mudde AN, Lechner L: Differences in the use and appreciation of a Web-based or printed computer tailored physical activity intervention for people aged over fifty. Health Educ Res. 2013, 28 (4): 715-731. 10.1093/her/cyt065.CrossRefPubMed
43.
go back to reference Wendel-Vos GCW, Schuit AJ, Saris WH, Kromhout D: Reproducibility and relative validity of the short questionnaire to assess health-enhancing physical activity. J Clin Epidemiol. 2003, 56 (12): 1163-1169. 10.1016/S0895-4356(03)00220-8.CrossRefPubMed Wendel-Vos GCW, Schuit AJ, Saris WH, Kromhout D: Reproducibility and relative validity of the short questionnaire to assess health-enhancing physical activity. J Clin Epidemiol. 2003, 56 (12): 1163-1169. 10.1016/S0895-4356(03)00220-8.CrossRefPubMed
44.
go back to reference Van Baal PHM, Feenstra TL, Hoogenveen RT, De Wit GA: Cost effectiveness analysis with the RIVM Chronic Disease Model. 2005, Bilthoven: RIVM, Report No 260706002 Van Baal PHM, Feenstra TL, Hoogenveen RT, De Wit GA: Cost effectiveness analysis with the RIVM Chronic Disease Model. 2005, Bilthoven: RIVM, Report No 260706002
45.
go back to reference Van Baal PHM, Polder J, De Wit GA, Hoogenveen RT, Feenstra TL, Boshuizen H, Engelfriet P, Brouwer WBF: Lifetime medical costs of obesity: prevention no cure for increasing health expenditure. PLoS Med. 2008, 5: e29-10.1371/journal.pmed.0050029.CrossRefPubMedPubMedCentral Van Baal PHM, Polder J, De Wit GA, Hoogenveen RT, Feenstra TL, Boshuizen H, Engelfriet P, Brouwer WBF: Lifetime medical costs of obesity: prevention no cure for increasing health expenditure. PLoS Med. 2008, 5: e29-10.1371/journal.pmed.0050029.CrossRefPubMedPubMedCentral
46.
go back to reference Van Baal PHM, Feenstra TL, Hoogenveen RT, De Wit GA, Brouwer WBF: Unrelated medical care in life years gained and the cost utility of primary prevention: in search of a ‘perfect’ cost-utility ratio. Health Econ. 2007, 16 (4): 421-433. 10.1002/hec.1181.CrossRefPubMed Van Baal PHM, Feenstra TL, Hoogenveen RT, De Wit GA, Brouwer WBF: Unrelated medical care in life years gained and the cost utility of primary prevention: in search of a ‘perfect’ cost-utility ratio. Health Econ. 2007, 16 (4): 421-433. 10.1002/hec.1181.CrossRefPubMed
47.
go back to reference R Development Core Team: R: A language and environment for statistical computing, vol. ISBN 3-900051-07-0. 2008, Vienna, Austria: R Foundation for Statistical Computing, URL http://www.R-project.org R Development Core Team: R: A language and environment for statistical computing, vol. ISBN 3-900051-07-0. 2008, Vienna, Austria: R Foundation for Statistical Computing, URL http://​www.​R-project.​org
48.
go back to reference Sahlqvist S, Song Y, Bull F, Adams E, Preston J, Ogilvie D: Effect of questionnaire length, personalisation and reminder type on response rate to a complex postal survey: randomised controlled trial. BMC Med Res Methodol. 2011, 11: 62-10.1186/1471-2288-11-62.CrossRefPubMedPubMedCentral Sahlqvist S, Song Y, Bull F, Adams E, Preston J, Ogilvie D: Effect of questionnaire length, personalisation and reminder type on response rate to a complex postal survey: randomised controlled trial. BMC Med Res Methodol. 2011, 11: 62-10.1186/1471-2288-11-62.CrossRefPubMedPubMedCentral
49.
go back to reference Edwards PJ, Roberts I, Clarke MJ, DiGuiseppi C, Wentz R, Kwan I, Cooper R, Felix LM, Pratap S: Methods to increase response to postal and electronic questionnaires (Review). Cochrane Database Syst Rev. 2009, 3: MR000008-PubMed Edwards PJ, Roberts I, Clarke MJ, DiGuiseppi C, Wentz R, Kwan I, Cooper R, Felix LM, Pratap S: Methods to increase response to postal and electronic questionnaires (Review). Cochrane Database Syst Rev. 2009, 3: MR000008-PubMed
50.
go back to reference Bemelmans WJE, Wendel-Vos GCW, Bogers RP, Milder IEJ, De Hollander EL, Barte JCM, Tariq L, Jacobs-van der Bruggen MAM: Kosteneffectiviteit beweeg- en dieetadvisering bij mensen met (hoog risico op) diabetes mellitus type 2: Literatuuronderzoek en modelsimulaties rondom de beweegkuur. Edited by: RIVM. 2008, Bilthoven: RIVM Bemelmans WJE, Wendel-Vos GCW, Bogers RP, Milder IEJ, De Hollander EL, Barte JCM, Tariq L, Jacobs-van der Bruggen MAM: Kosteneffectiviteit beweeg- en dieetadvisering bij mensen met (hoog risico op) diabetes mellitus type 2: Literatuuronderzoek en modelsimulaties rondom de beweegkuur. Edited by: RIVM. 2008, Bilthoven: RIVM
51.
go back to reference Lee KJ, Simpson JA: Introduction to multiple imputation for dealing with missing data. Respirology. 2014, 19: 162-167. 10.1111/resp.12226.CrossRefPubMed Lee KJ, Simpson JA: Introduction to multiple imputation for dealing with missing data. Respirology. 2014, 19: 162-167. 10.1111/resp.12226.CrossRefPubMed
52.
go back to reference Schulz K, Altman D, Moher D: CONSORT 2010 Statement: updated guidelines for reporting parallel group randomised trials. Br Med J. 2010, 340: c322-10.1136/bmj.c322.CrossRef Schulz K, Altman D, Moher D: CONSORT 2010 Statement: updated guidelines for reporting parallel group randomised trials. Br Med J. 2010, 340: c322-10.1136/bmj.c322.CrossRef
53.
go back to reference Golsteijn RHJ, Peels DA, Evers SMAA, Bolman C, Mudde AN, De Vries H, Lechner L: Cost-effectiveness and Cost-utility of a Web-based or Print-delivered Tailored Intervention to promote Physical Activity among Adults aged over Fifty: an economic evaluation of the Active Plus intervention. Int J Behav Nutr Phys Act. 2014, 11: 122-10.1186/s12966-014-0122-z.CrossRefPubMedPubMedCentral Golsteijn RHJ, Peels DA, Evers SMAA, Bolman C, Mudde AN, De Vries H, Lechner L: Cost-effectiveness and Cost-utility of a Web-based or Print-delivered Tailored Intervention to promote Physical Activity among Adults aged over Fifty: an economic evaluation of the Active Plus intervention. Int J Behav Nutr Phys Act. 2014, 11: 122-10.1186/s12966-014-0122-z.CrossRefPubMedPubMedCentral
54.
go back to reference Hakkaart-van Roijen L, Tan S, Bouwmans C: Handleiding voor kostenonderzoek: Methoden en standaard kostprijzen voor economische evaluaties in de gezondheidszorg (in Dutch). 2010, Rotterdam: College voor Zorgverzekeringen Hakkaart-van Roijen L, Tan S, Bouwmans C: Handleiding voor kostenonderzoek: Methoden en standaard kostprijzen voor economische evaluaties in de gezondheidszorg (in Dutch). 2010, Rotterdam: College voor Zorgverzekeringen
55.
go back to reference RVZ: Zinnige en duurzame zorg: transparante keuzen in de zorg voor een houdbaar zorgstelsel. 2006, Zoetermeer: Raad voor de Volksgezondheid en Zorg RVZ: Zinnige en duurzame zorg: transparante keuzen in de zorg voor een houdbaar zorgstelsel. 2006, Zoetermeer: Raad voor de Volksgezondheid en Zorg
56.
go back to reference Baio G, Dawid A: Probabilistic sensitivity analysis in health economics. Stat Methods Med Res. 2011, 10.1177/0962280211419832 Baio G, Dawid A: Probabilistic sensitivity analysis in health economics. Stat Methods Med Res. 2011, 10.1177/0962280211419832
57.
go back to reference Tate DF, Finkelstein EA, Khavjou O: Cost effectiveness of internet interventions: review and recommendations. Ann Behav Med. 2009, 38: 40-45. 10.1007/s12160-009-9131-6.CrossRefPubMedPubMedCentral Tate DF, Finkelstein EA, Khavjou O: Cost effectiveness of internet interventions: review and recommendations. Ann Behav Med. 2009, 38: 40-45. 10.1007/s12160-009-9131-6.CrossRefPubMedPubMedCentral
58.
go back to reference Lewis B, Williams D, Neighbors C, Jakicic J, Marcus B: Cost analysis of internet vs. print interventions for physical activity promotion. Psychol Sport Exerc. 2010, 11 (3): 246-249. 10.1016/j.psychsport.2009.10.002.CrossRefPubMedPubMedCentral Lewis B, Williams D, Neighbors C, Jakicic J, Marcus B: Cost analysis of internet vs. print interventions for physical activity promotion. Psychol Sport Exerc. 2010, 11 (3): 246-249. 10.1016/j.psychsport.2009.10.002.CrossRefPubMedPubMedCentral
59.
go back to reference Muller-Riemenschneider F, Reinhold T, Willich S: Cost-effectiveness of interventions promoting physical activity. Br J Sports Med. 2009, 43: 70-76.CrossRefPubMed Muller-Riemenschneider F, Reinhold T, Willich S: Cost-effectiveness of interventions promoting physical activity. Br J Sports Med. 2009, 43: 70-76.CrossRefPubMed
60.
go back to reference Wu S, Cohen D, Shi Y, Pearson M, Sturm R: Economic analysis of physical activity interventions. Am J Prev Med. 2011, 40 (2): 149-158. 10.1016/j.amepre.2010.10.029.CrossRefPubMedPubMedCentral Wu S, Cohen D, Shi Y, Pearson M, Sturm R: Economic analysis of physical activity interventions. Am J Prev Med. 2011, 40 (2): 149-158. 10.1016/j.amepre.2010.10.029.CrossRefPubMedPubMedCentral
61.
go back to reference McAuley E, Morris KS, Motl RW, Hu L, Konopack JF, Elavsky S: Long-term follow-up of physical activity behaviour in older adults. Health Psychol. 2007, 26 (3): 375-380.CrossRefPubMed McAuley E, Morris KS, Motl RW, Hu L, Konopack JF, Elavsky S: Long-term follow-up of physical activity behaviour in older adults. Health Psychol. 2007, 26 (3): 375-380.CrossRefPubMed
62.
go back to reference Orchard TJ, Temprosa M, Barrett-Conno E, Fowler SE, Goldberg RB, Mather KJ, Marcovina SM, Montez M, Ratner RE, Saudek CD, Sherif H, Watson KE: Long-term effects of the Diabetes Prevention Program interventions on cardiovascular risk factors: a report from the DPP Outcomes Study. Diabet Med. 2012, 30 (1): 46-55. Orchard TJ, Temprosa M, Barrett-Conno E, Fowler SE, Goldberg RB, Mather KJ, Marcovina SM, Montez M, Ratner RE, Saudek CD, Sherif H, Watson KE: Long-term effects of the Diabetes Prevention Program interventions on cardiovascular risk factors: a report from the DPP Outcomes Study. Diabet Med. 2012, 30 (1): 46-55.
63.
go back to reference Helmerhorst HJF, Brage S, Warren J, Besson H, Ekelund U: A systematic review of reliability and objective criterion-related validity of physical activity questionnaires. Int J Behav Nutr Phys Act. 2012, 9: 103-10.1186/1479-5868-9-103.CrossRefPubMedPubMedCentral Helmerhorst HJF, Brage S, Warren J, Besson H, Ekelund U: A systematic review of reliability and objective criterion-related validity of physical activity questionnaires. Int J Behav Nutr Phys Act. 2012, 9: 103-10.1186/1479-5868-9-103.CrossRefPubMedPubMedCentral
64.
go back to reference Department of Health: At least five a week: Evidence on the impact of physical activity and its relationship to health. 2004, London: Department of Health Department of Health: At least five a week: Evidence on the impact of physical activity and its relationship to health. 2004, London: Department of Health
65.
go back to reference Nelson ME, Rejeski WJ, Blair SN, Duncan PW, Judge JO, King AC, Macera CA, Castaneda-Sceppa C: Physical activity and public health in older adults: recommendation from the American College of Sports Medicine and the American Heart Association. Med Sci Sports Exerc. 2007, 39 (8): 1435-1445. 10.1249/mss.0b013e3180616aa2.CrossRefPubMed Nelson ME, Rejeski WJ, Blair SN, Duncan PW, Judge JO, King AC, Macera CA, Castaneda-Sceppa C: Physical activity and public health in older adults: recommendation from the American College of Sports Medicine and the American Heart Association. Med Sci Sports Exerc. 2007, 39 (8): 1435-1445. 10.1249/mss.0b013e3180616aa2.CrossRefPubMed
66.
go back to reference Haskell WL, Lee IM, Pate RR, Powell KE, Blair SN, Franklin BA, Macera CA, Heath GW, Thompson PD, Bauman A: Physical Activity and Public Health: Updated Recommendation for Adults From the American College of Sports Medicine and the American Heart Association. Circulation. 2007, 116 (9): 1081-1093.CrossRefPubMed Haskell WL, Lee IM, Pate RR, Powell KE, Blair SN, Franklin BA, Macera CA, Heath GW, Thompson PD, Bauman A: Physical Activity and Public Health: Updated Recommendation for Adults From the American College of Sports Medicine and the American Heart Association. Circulation. 2007, 116 (9): 1081-1093.CrossRefPubMed
67.
go back to reference Janssen I, Jollife CJ: Influence of physical activity on mortality in elderly with coronary artery disease. Med Sci Sports Exerc. 2006, 38 (3): 418-423. 10.1249/01.mss.0000191185.58467.be.CrossRefPubMed Janssen I, Jollife CJ: Influence of physical activity on mortality in elderly with coronary artery disease. Med Sci Sports Exerc. 2006, 38 (3): 418-423. 10.1249/01.mss.0000191185.58467.be.CrossRefPubMed
68.
go back to reference Kesaniemi YK, Danforth EJ, Jensen MD, Kopelman PG, Lefèbvre P, Reeder B: Dose-response issues concerning physical activity and health: an evidence-based symposium. Med Sci Sports Exerc. 2001, 33 (6): S351-S358.PubMed Kesaniemi YK, Danforth EJ, Jensen MD, Kopelman PG, Lefèbvre P, Reeder B: Dose-response issues concerning physical activity and health: an evidence-based symposium. Med Sci Sports Exerc. 2001, 33 (6): S351-S358.PubMed
69.
go back to reference TNO Kwaliteit van Leven: Trendrapport Bewegen en Gezondheid 2004/2005. 2007, Leiden: De Bink TNO Kwaliteit van Leven: Trendrapport Bewegen en Gezondheid 2004/2005. 2007, Leiden: De Bink
Metadata
Title
Long-term health outcomes and cost-effectiveness of a computer-tailored physical activity intervention among people aged over fifty: modelling the results of a randomized controlled trial
Authors
Denise A Peels
Rudolf R Hoogenveen
Talitha L Feenstra
Rianne HJ Golsteijn
Catherine Bolman
Aart N Mudde
Gerrie CW Wendel-Vos
Hein de Vries
Lilian Lechner
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2014
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-14-1099

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