Determining who responds better to a computer- vs. human-delivered physical activity intervention: Results from the community health advice by telephone (CHAT) trial

International Journal of Behavioral Nutrition and Physical Activity

Volumn 10, Issue , 2013, Pages

  Hekler, Eric B ^a,b   Buman, Matthew P ^a,b   Otten, Jennifer ^a   Castro, Cynthia M ^a   Grieco, Lauren ^a   Marcus, Bess ^c   Friedman, Robert H ^d   Napolitano, Melissa A ^e   King, Abby C ^a  

^a ARIZONA STATE UNIVERSITY   (United States)

^b STANFORD UNIVERSITY SCHOOL OF MEDICINE   (United States)

^c UNIVERSITY OF CALIFORNIA   (United States)

^d BOSTON MEDICAL CENTER   (United States)

^e GEORGE WASHINGTON UNIVERSITY   (United States)

Author keywords

Behavioral intervention technology system; Interactive voice response; Intervention; Moderation; Physical activity; Targeting

Indexed keywords

ADULT; AGED; ARTICLE; AUTOMATION; COMPUTER DELIVERED PHYSICAL ACTIVITY; CONTROLLED STUDY; EMOTION; FEMALE; HUMAN; HUMAN DELIVERED PHYSICAL ACTIVITY; INTERACTIVE VOICE RESPONSE SYSTEM; MALE; MOTIVATION; PHYSICAL ACTIVITY; RANDOMIZED CONTROLLED TRIAL; SOCIAL SUPPORT; THINKING;

AGED; COMPUTERS; FEMALE; HEALTH PROMOTION; HUMANS; INTERVENTION STUDIES; LINEAR MODELS; MALE; MIDDLE AGED; MOTOR ACTIVITY; QUESTIONNAIRES; TELEPHONE;

EID: 84884308086     PISSN: None     EISSN: 14795868     Source Type: Journal    
DOI: 10.1186/1479-5868-10-109     Document Type: Article

References (42)

1. Center for Disease Control and Prevention Surveillance for certain health behaviors among states and selected local areas-United States, 2010. MMWR Morb Mortal Wkly Rep 2013, 61:1-252. Center for Disease Control and Prevention.
2. Marcus BH, Williams DM, Dubbert PM, Sallis JF, King AC, Yancey AK, Franklin BA, Buchner D, Daniels SR, Claytor RP. Physical activity intervention studies: what we know and what we need to know: a scientific statement from the American heart association council on nutrition, physical activity, and metabolism (subcommittee on physical activity); council on cardiovascular disease in the young; and the interdisciplinary working group on quality of care and outcomes research. Circulation 2006, 114:2739-2752. 10.1161/CIRCULATIONAHA.106.179683, 17145995.
3. Kahn EB, Ramsey LT, Brownson RC, Heath GW, Howze EH, Powell KE, Stone EJ, Rajab MW, Corso P. The effectiveness of interventions to increase physical activity. A systematic review. Am J Prev Med 2002, 22:73-107.
4. Kraemer HC, Kiernan M, Essex M, Kupfer DJ. How and why criteria defining moderators and mediators differ between the Baron & Kenny and MacArthur approaches. Health Psychol 2008, 27:S101-S108. 3376898, 18377151.
5. Glanz K, Bishop D. The role of behavioral science theory in development and implementation of public health interventions. Annu Rev Public Health 2010, 31:399-418. 10.1146/annurev.publhealth.012809.103604, 20070207.
6. King AC, Marcus B, Ahn D, Dunn AL, Rejeski WJ, Sallis JF, Coday M. Identifying subgroups that succeed or fail with three levels of physical activity intervention: the activity counseling trial. Health Psychol 2006, 25:336-347.
7. Michael YL, Carlson NE. Analysis of individual social-ecological mediators and moderators and their ability to explain effect of a randomized neighborhood walking intervention. Int J Behav Nutr Phys Act 2009, 6:11. 10.1186/1479-5868-6-11, 2662780, 19267889.
8. Conn VS, Hafdahl AR, Moore SM, Nielsen PJ, Brown LM. Meta-analysis of interventions to increase physical activity among cardiac subjects. Int J Cardiol 2009, 133:307-320. 10.1016/j.ijcard.2008.03.052, 2702092, 18582959.
9. King AC, Ahn DF, Atienza AA, Kraemer HC. Exploring refinements in targeted behavioral medicine intervention to advance public health. Ann Behav Med 2008, 35:251-260. 10.1007/s12160-008-9032-0, 18568380.
10. King AC, Friedman R, Marcus B, Castro C, Napolitano M, Alm D, Baker L. Ongoing physical activity advice by humans versus computers: the community health advice by telephone (CHAT) trial. Health Psychol 2007, 26:718-727.
11. Fjeldsoe BS, Marshall AL, Miller YD, Fjeldsoe BS, Marshall AL, Miller YD. Behavior change interventions delivered by mobile telephone short-message service. Am J Prev Med 2009, 36:165-173. 10.1016/j.amepre.2008.09.040, 19135907.
12. Cugelman B, Thelwall M, Dawes P. Online interventions for social marketing health behavior change campaigns: a meta-analysis of psychological architectures and adherence factors. J Med Internet Res 2011, 9(3):e26. 13:84-107.
13. Friedman RH. Automated telephone conversations to assess health behavior and deliver behavioral interventions. J Med Syst 1998, 22(2):95-102. 22:95-102, 10.1023/A:1022695119046, 9571516.
14. King AC, Hekler EB, Grieco LA, Winter SJ, Sheats JL, Buman MP, Banerjee B, Robinson TN, Cirimele J. Harnessing different motivational frames via mobile phones to promote daily physical activity and reduce sedentary behavior in aging adults. PLoS One 2013, 8:e62613. 10.1371/journal.pone.0062613, 3636222, 23638127.
15. King AC, Friedman R, Marcus B, Castro C, Forsyth L, Napolitano M, Pinto B. Harnessing motivational forces in the promotion of physical activity: the community health advice by telephone (CHAT) project. Health Educ Res 2002, 17:627-636. 10.1093/her/17.5.627, 12408207.
16. Physical Activity Guidelines Advisory Committee Physical Activity Guidelines Advisory Committee Report, 2008 2008, Washignton, DC: U.S. Department of Health and Human Services, Physical Activity Guidelines Advisory Committee.
17. King AC, Hekler EB, Castro CM, Buman MP, Marcus BH, Friedman RM, Napolitano MA. Exercise advice by humans versus computers: maintenance effects at 18 months. Health Psychol in press.
18. Rothman AJ. Toward a theory-based analysis of behavioral maintenance. Health Psychol 2000, 19:64-69.
19. Noar SM, Benac CN, Harris MS. Does tailoring matter? meta-analytic review of tailored print health behavior change interventions. Psychol Bull 2007, 133:673-693.
20. Deci EL, Ryan RM. Intrinsic motivation and self-determination in human behavior 1985, New York: Plenum.
21. Pinto B, Friedman R, Marcus BH, Kelley H, Tennstedt S, Gillman MW. Effects of a computer-based, telephone-counseling system on physical activity. Am J Prev Med 2002, 23(2):113-120. 10.1016/S0749-3797(02)00441-5, 12121799.
22. Jarvis KL, Friedman RH, Heeren T, Cullinane PM. Older women and physical activity: using the telephone to walk. Wom Healt Iss 1997, 7:24-29.
23. Blair SN, Haskell WL, Ho P, Paffenbarger RS, Vranizan KM, Farquhar JW, Wood PD. Assessment of habitual physical activity by seven-day recall in a community survey and controlled experiments. Am J Epidemiol 1985, 122:794-804.
24. Sallis JF, Haskell WL, Wood PD, et al. Physical activity assessment methodology in the five-city project. Am J Epidemiol 1985, 121:91-106.
25. Gross LD, Sallis JF, Buono MJ, Roby JJ, Nelson JA. Reliability of interviewers using the seven-day physical activity recall. Res Q Exerc Sport 1990, 61:321-325. 10.1080/02701367.1990.10607494, 2132889.
26. Dubbert PM, Vander Weg MW, Kirchner KA, Shaw B. Evaluation of the 7-day physical activity recall in urban and rural men. Med Sci Sports Exerc 2004, 36:1646-1654. 10.1249/01.MSS.0000139893.65189.F2, 15354050.
27. Levesque CS, Williams GC, Elliot D, Pickering ML, Bodenhamer B, Finley PJ. Validating the theoretical structure of hte treatment self-regulation questionnaire across three different health behaviors. Health Educ Res 2007, 22:691-702.
28. Scheier MF, Carver CS. The self-consciousness scale: a revised version for use with general populations. J Appl Soc Psychol 1985, 15:687-699.
29. Sallis JF, Grossman RM, Pinski RB, Patterson TL, Nader PR. The development of scales to measure social support for diet and exercise behaviors. Prev Med 1987, 16:825-836. 10.1016/0091-7435(87)90022-3, 3432232.
30. Resnick B, Orwig D, Magaziner J, Wynne C. The effect of social support on exercise behavior in older adults. Clin Nurs Res 2002, 11(1):10-21. 11:52-70.
31. SAS Institute Inc SAS 9.2 TS Level 2M2 2008, Cary, NC USA: SAS Institute Inc, SAS Institute Inc.
32. Aiken LS, West SG. Multiple regression: testing and interpretting interactions 1991, Newbury Park, London, UK: Sage.
33. Cronbach LJ, Furby L. How we should measure " Change" or should we?. Psychol Bull 1970, 74:68-80.
34. Simkin-Silverman LR, Wing RR, Boraz MA, Kuller LH, Simkin-Silverman LR, Wing RR, Boraz MA, Kuller LH. Lifestyle intervention can prevent weight gain during menopause: results from a 5-year randomized clinical trial. Ann Behav Med 2003, 26:212-220. 10.1207/S15324796ABM2603_06, 14644697.
35. Moyers TB, Miller WR, Hendrickson SML. How does motivational interviewing work? therapist interpersonal skill predicts client involvement within motivational interviewing sessions. J Consult Clin Psychol 2005, 73:590-598.
36. King AC, Bickmore TW, Campero I, Pruitt L, Yin LX. Employing 'virtual advisors' in prevention care for underserved communities: results from the COMPASS study. J Health Commun in press.
37. Bickmore T, Schulman D. A virtual laboratory for studying long-term relationships between humans and virtual agents. Proceedings of the 8th International Conference on Autonomous Agents and Multi-agent Systems (AAMAS '09) 2009, 1:297-304.
38. Nass C, Moon Y. Machines and mindlessness: social responses to computers. J Soc Issues 2000, 56:81-103.
39. Hekler EB, Klasnja P, Froehlich JE, Buman MP. Mind the theoretical gap: interpreting, using, and developing behavioral theory in HCI research. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems 2013, 3307-3316.
40. Riley WT, Rivera DE, Atienza AA, Nilsen W, Allison SM, Mermelstein R. Health behavior models in the age of mobile interventions: are our theories up to the task?. Transl Behav Med 2011, 1:53-71. 10.1007/s13142-011-0021-7, 3142960, 21796270.
41. Collins LM, Murphy SA, Strecher V. The multiphase optimization strategy (MOST) and the sequential multiple assignment randomized trial (SMART): new methods for more potent eHealth interventions. Am J Prev Med 2007, 32:S112-S118. 10.1016/j.amepre.2007.01.022, 2062525, 17466815.
42. King AC, Stokols D, Talen E, Brassington GS, Killingsworth R. Theoretical approaches to the promotion of physical activity: forging a transdisciplinary paradigm. Am J Prev Med 2002, 23:15-25. 10.1016/S0749-3797(02)00470-1, 12133734.