期刊论文详细信息
International Journal of Behavioral Nutrition and Physical Activity
Meta-analysis of internet-delivered interventions to increase physical activity levels
W Kerry Mummery2  Cristina M Caperchione4  Corneel Vandelanotte1  John C Spence3  Cally A Davies1 
[1] Centre for Physical Activity Studies, Institute for Health and Social Science Research, CQ University Australia, Rockhampton, QLD, Australia;Faculty of Physical Education and Recreation, University of Alberta, Edmonton, AB, Canada;Sedentary Living Lab, Faculty of Physical Education and Recreation, University of Alberta, Edmonton, AB, Canada;Faculty of Health and Social Development, University of British Columbia, Kelowna, BC, Canada
关键词: Meta-analysis;    Intervention;    Internet;    Physical activity;   
Others  :  825002
DOI  :  10.1186/1479-5868-9-52
 received in 2011-08-22, accepted in 2012-04-30,  发布年份 2012
PDF
【 摘 要 】

Many internet-delivered physical activity behaviour change programs have been developed and evaluated. However, further evidence is required to ascertain the overall effectiveness of such interventions. The objective of the present review was to evaluate the effectiveness of internet-delivered interventions to increase physical activity, whilst also examining the effect of intervention moderators. A systematic search strategy identified relevant studies published in the English-language from Pubmed, Proquest, Scopus, PsychINFO, CINHAL, and Sport Discuss (January 1990 – June 2011). Eligible studies were required to include an internet-delivered intervention, target an adult population, measure and target physical activity as an outcome variable, and include a comparison group that did not receive internet-delivered materials. Studies were coded independently by two investigators. Overall effect sizes were combined based on the fixed effect model. Homogeneity and subsequent exploratory moderator analysis was undertaken. A total of 34 articles were identified for inclusion. The overall mean effect of internet-delivered interventions on physical activity was d = 0.14 (p = 0.00). Fixed-effect analysis revealed significant heterogeneity across studies (Q = 73.75; p = 0.00). Moderating variables such as larger sample size, screening for baseline physical activity levels and the inclusion of educational components significantly increased intervention effectiveness. Results of the meta-analysis support the delivery of internet-delivered interventions in producing positive changes in physical activity, however effect sizes were small. The ability of internet-delivered interventions to produce meaningful change in long-term physical activity remains unclear.

【 授权许可】

   
2012 Davies et al; licensee BioMed Central Ltd.

【 预 览 】
附件列表
Files Size Format View
20140713052916976.pdf 574KB PDF download
Figure 2. 69KB Image download
Figure 1. 39KB Image download
【 图 表 】

Figure 1.

Figure 2.

【 参考文献 】
  • [1] : Physical inactivity: A global public health problem. [http://www.who.int/dietphysicalactivity/factsheet_inactivity/en/] webcite   ,  : .
  • [2]Norman GJ, Zabinski MF, Adams MA, Rosenberg DE, Yaroch AL, Atienza AA: A review of eHealth interventions for physical activity and dietary behavior change. Am J Prev Med 2007, 33:336-345. e316
  • [3] : Internet usage statistics: The big picture. [http://www.internetworldstats.com/stats.htm] webcite   ,  : .
  • [4]Fox S: The social life of health informaiton. In Book The social life of health informaiton. Pew Internet & American Life Project, City; 2011.
  • [5]Wantland DJ, Portillo CJ, Holzemer WL, Slaughter R, McGhee E: The effectiveness of web-based vs. non-web-based interventions: a meta-analysis of behavioral change outcomes. J Med Internet Res 2004, 6:e40.
  • [6]Van den Berg MH, Schoones JW, Vliet Vlieland TPM: Internet-based physical activity interventions: A systematic review of the literature. J Med Internet Res 2007, 9:e26.
  • [7]Vandelanotte C, Spathonis KM, Eakin EG, Owen N: Website-delivered physical activity interventions: A review of the literature. Am J Prev Med 2007, 33:54-64.
  • [8]Lustria MLA, Cortese J, Noar S, Glueckauf R: Computer-tailored health interventions delivered over the web: Review and analysis of key components. Patient Educ Couns 2009, 74:156-173.
  • [9]Portnoy D, Scott-Sheldon L, Johnson B, Carey M: Computer-delivered interventions for health promotion and behavioural risk reduction: A meta-analysis of 75 randomised controlled trials, 1988–2007. Prev Med 2008, 47:3-16.
  • [10]Conn VS, Hafdahl AR, Brown SA, Brown LM: Meta-analysis of patient education interventions to increase physical activity among chronically ill adults. Patient Educ Couns 2008, 70:157-172.
  • [11]Kroeze W, Werkman A, Brug J: A systematic review of randomized trials on the effectiveness of computer-tailored education on physical activity and dietary behaviors. Ann Behav Med 2006, 31:205-223.
  • [12]Noar S, Benac C, Harris M: Does tailoring matter? Meta-analytic review of tailored print health behavior change interventions. Psychol Bull 2007, 133:673-693.
  • [13]Webb T, Joseph J, Yardley L, Michie S: Using the internet to promote health behavior change: A systematic review and meta-analysis of the impact of theoretical basis, use of behvaior change techniques, and mode of delivery. J Med Internet Res 2010, 12:e4.
  • [14]Higgins J, Green S: Cochrane handbook for systematic reviews of interventions. In Book Cochrane handbook for systematic reviews of interventions (Editor ed.^eds.), vol. 5.0.1, 5.0.1 edition. The Cochrane Collaboration, City; 2008.
  • [15]Bosak KA, Yates B, Pozehl B: Effects of an internet physical activity intervention in adults with metabolic syndrome. West J Nurs Res 2009, 32:5-22.
  • [16]Carr LJ, Bartee RT, Dorozynski C, Broomfield JF, Smith ML, Smith DT: Internet-delivered behavior change program increases physical activity and improves cardiometabolic disease risk factors in sedentary adults: Results of a randomized controlled trial. Prev Med 2008, 46:431-438.
  • [17]Cook RF, Billings DW, Hersch RK, Back AS, Hendrickson A: A field test of a web-based workplace health promotion program to improve dietary practices, reduce stress, and increase physical activity: Randomized controlled trial. J Med Internet Res 2007, 9: .
  • [18]Dunton GF, Robertson TP: A tailored internet-plus-email intervention for increasing physical activity among ethnically-diverse women. Prev Med 2008, 47:605-611.
  • [19]Glasgow RE, Kurz D, King D, Dickman JM, Faber AJ, Halterman E, Wooley T, Toobert DJ, Strycker LA, Estabrooks PA, et al.: Outcomes of Minimal and Moderate Support Versions of an Internet-Based Diabetes Self-Management Support Program. J Gen Intern Med 2010, 1-8.
  • [20]Grim M, Hortz B, Petosa R: Impact evaluation of a pilot web-based intervention to increase physical activity. Am J Health Promot 2011, 25:227-230.
  • [21]Hager R, Hardy A, Aldana S, George J: Evaluation of an Internet, stage-based physical activity intervention. American Journal of Health Education 2002, 33:329.
  • [22]Huang SJ, Hung WC, Chang M, Chang J: The effect of an internet-based, stage-matched message intervention on young taiwanese women’s physical activity. J Health Commun 2009, 14:210-227.
  • [23]Hurling R, Catt M, De Boni M, Fairley BW, Hurst T, Murray P, Richardson A, Sodhi JS: Using internet and mobile phone technology to deliver an automated physical activity program: Randomized controlled trial. J Med Internet Res 2007, 9: .
  • [24]Kim C-J, Kang D-H: Utility of a web-based intervention for individuals with type 2 diabetes. CIN: Computers, Informatics, Nursing 2006, 24:337-345.
  • [25]Kosma M, Cardinal B, McCubbin J: Longitudinal effects of a web-based physical activity motivational program among adults with physical disabilities. Res Q Exerc Sport 2005, 76:A116.
  • [26]Liebreich T, Plotnikoff R, Courneya K, Boule N: Diabetes NetPLAY: A physical activity website and linked email counselling randomized intervention for individuals with type 2 diabetes. Int J Behav Nutr Phys Act 2009, 6:18. BioMed Central Full Text
  • [27]Lorig KR, Ritter PL, Laurent DD, Plant K: Internet-based chronic disease self-management: a randomized trial. Med Care 2006, 44:964-971.
  • [28]Lorig KR, Ritter PL, Laurent DD, Plant K: The internet-based arthritis self-management program: A one-year randomized trial for patients with arthritis or fibromyalgia. Arthritis Care Res 2008, 59:1009-1017.
  • [29]Lorig K, Ritter PL, Laurent DD, Plant K, Green M, Jernigan VB, Case S: Online diabetes self-management program: a randomized study. Diabetes Care 2010, 33:1275-1281.
  • [30]Mailey EL, Wójcicki TR, Motl RW, Hu L, Strauser DR, Collins KD, McAuley E: Internet-delivered physical activity intervention for college students with mental health disorders: A randomized pilot trial. Psychol Health Med 2010, 15:646-659.
  • [31]Marshall A, Leslie ER, Bauman AE, Marcus BH, Owen N: Print versus website physical activity programs: A randomized trial. Am J Prev Med 2003, 25:88-94.
  • [32]McConnon A, Kirk SF, Cockroft JE, Harvey EL, Greenwood DC, Thomas JD, Ransley JK, Bojke L: The Internet for weight control in an obese sample: results of a randomised controlled trial. BMC Health Serv Res 2007, 7:206. BioMed Central Full Text
  • [33]McKay HG, King D, Eakin EG, Seeley JR, Glasgow RE: The Diabetes Network Internet-Based Physical Activity Intervention: A randomized pilot study. Diabetes Care 2001, 24:1328-1334.
  • [34]Morgan PJ, Lubans DR, Collins CE, Warren JM, Callister R: The SHED-IT randomized controlled trial: Evaluation of an internet-based weight-loss program for men. Obesity 2009, 17:2025-2032.
  • [35]Morgan PJ, Collins CE, Plotnikoff RC, Cook AT, Berthon B, Mitchell S, Callister R: Efficacy of a workplace-based weight loss program for overweight male shift workers: The Workplace POWER (Preventing Obesity Without Eating like a Rabbit) randomized controlled trial. Prev Med 2011, 52:317-325.
  • [36]Motl RW, Dlugonski D, Wojcicki TR, McAuley E, Mohr DC: Internet intervention for increasing physical activity in persons with multiple sclerosis. Mult Scler 2011, 17:116-128.
  • [37]Napolitano MA, Fotheringham M, Tate D, Sciamanna C, Leslie E, Owen N, Bauman A, Marcus B: Evaluation of an internet-based physical activity intervention: A preliminary investigation. Ann Behav Med 2003, 25:92-99.
  • [38]Nguyen HQ, Donesky-Cuenco D, Wolpin S, Reinke LF, Benditt JO, Paul SM, Carrieri-Kohlman V: Randomized controlled trial of an internet-based versus face-to-face dyspnea self-management program for patients with chronic obstructive pulmonary disease: Pilot study. J Med Internet Res 2008, 10: .
  • [39]Ornes L, Ransdell LB: Web-based physical activity intervention for college-aged women. Int Elec J Health Educ 2007, 10:126-137.
  • [40]Parrott MW, Tennant LK, Olejnik S, Poudevigne MS: Theory of planned behavior: Implications for an email-based physical activity intervention. Psychol Sport Exerc 2008, 9:511-526.
  • [41]Plotnikoff R, McCargar LJ, Wilson PM, Loucaides CA: Efficacy of an e-mail intervention for the promotion of physical activity and nutrition behavior in the workplace context. Am J Health Promot 2005, 19:422-429.
  • [42]Skar S, Sniehotta FF, Molloy GJ, Prestwich A, Araújo-Soares V: Do brief online planning interventions increase physical activity amongst university students? A randomised controlled trial. Psychol Health 2011, 26:399-417.
  • [43]Smith DT, Carr LJ, Dorozynski C, Gomashe C: Internet-delivered lifestyle physical activity intervention: Limited inflammation and antioxidant capacity efficacy in overweight adults. J Appl Physiol 2009, 106:49-56.
  • [44]Spittaels H, De Bourdeaudhuij I, Vandelanotte C: Evaluation of a website-delivered computer-tailored intervention for increasing physical activity in the general population. Prev Med 2007, 44:209-217.
  • [45]Steele R, Mummery K, Dwyer T: Using the internet to promote physical activity: A randomized trial of intervention delivery modes. J Phys Act Health 2007, 4:245-260.
  • [46]Wadsworth DD, Hallam JS: Effect of a web site intervention on physical activity of college females. Am J Health Behav 2010, 34:60-69.
  • [47]Winett RA, Anderson ES, Wojcik JR, Winett SG, Bowden T: Guide to health: Nutrition and physical activity outcomes of a group-randomized trial of an internet-based intervention in churches. Ann Behav Med 2007, 33:251-261.
  • [48]Zutz A, Ignaszewski A, Bates J, Lear SA: Utilization of the internet to deliver cardiac rehabilitation at a distance: A pilot study. Telemed J E Health 2007, 13:323-330.
  • [49]de Boer A, Taskila T, Ojajarvi A, van Dijk F, Verbeek J: Cancer Survivors and Unemployment: A Meta-analysis and Meta-regression. JAMA 2009, 301:753-762.
  • [50]Jenkins A, Christensen H, Walker JG, Dear K: The effectiveness of distance interventions for increasing physical activity: a review. American journal of health promotion: AJHP 2009, 24:102-117.
  • [51]Haynes RB, Taylor DW, Sackett DL: Compliance in health care. Johns Hopkins University Press, Baltimore; 1979.
  • [52]Newell S, Bowman JA, Cockburn JD: Can compliance with non-pharmacological treatments for cardiovascular disease be improved? Prev Med 2000, 18:253-261.
  • [53]Borenstein M, Hedges L, Higgins J, Rothstein : Introduction to Meta-Analysis. John Wiley & Sons, Ltd, United Kingdom; 2009.
  • [54]Ray JW, Shadish WR: How interchangeable are different estimators of effect size? J Consult Clin Psychol 1996, 64:1316-1325.
  • [55]Egger M, Smith GD, Schneider M, Minder C: Bias in meta-analysis detected by a simple, graphical test. BMJ 1997, 315:629-634.
  • [56]Sterne JAC, Egger M, Smith GD: Investigating and dealing with publication and other biases in meta-analysis. BMJ 2001, 323:101.
  • [57]Conn VS, Hafdahl AR, Mehr DR: Interventions to increase physical activity among healthy adults: meta-analysis of outcomes. Am J Public Health 2011, 101:751-758.
  • [58]Rose G: Sick individuals and sick populations. Int J Epidemiol 2001, 30:427.
  • [59]Goldberg JH, King AC: Physical activity and weight management across the lifespan. Annu Rev Public Health 2007, 28:145-170.
  • [60]Brouwer W, Kroeze W, Crutzen R, De Nooijer J, De Vries N, Brug J, Oenema A: Which Intervention Characteristics are Related to More Exposure to Internet-Delivered Healthy Lifestyle Promotion Interventions? A Systematic Review. J Med Internet Res 2011, 13:e2.
  • [61]Van den Berg MH, Ronday HK, Peeters AJ, der Harst EM Voogt-van, Munneke M, Breedveld FC, Vliet Vlieland TPM: Engagement and satisfaction with an Internet-based physical activity intervention in patients with rheumatoid arthritis. Rheumatology 2007, 46:545-552.
  • [62]Webber KH, Tate DF, Ward DS, Bowling JM: Motivation and Its Relationship to Adherence to Self-monitoring and Weight Loss in a 16-week Internet Behavioral Weight Loss Intervention. J Nutr Educ Behav 2010, 42:161-167.
  • [63]Draper M, Jennings J, Barón A, Erdur O, Shankar L: Dose-effect relationships in brief therapy based on a nationwide college counseling center sample. In Book Dose-effect relationships in brief therapy based on a nationwide college counseling center sample (Editor ed.^eds.), vol. 1. The Counseling & Mental Health Center, The University of Texas at Austin, City; 2000.
  • [64]Glasgow RE, Boles SM, McKay HG, Feil EG, Barrera M: The D-Net diabetes self-management program: Long-term implementation, outcomes, and generalization results. Prev Med 2003, 36:410-419.
  • [65]Leslie E, Marshall A, Owen N, Bauman A: Engagement and retention of participants in a physical activity website. Prev Med 2005, 40:54-59.
  文献评价指标  
  下载次数:5次 浏览次数:6次