An internet-based virtual coach to promote physical activity adherence in overweight adults: randomized controlled trial.

Alice Watson, Timothy Bickmore, Abby Cange, Ambar Kulshreshtha, Joseph Kvedar
Author Information
  1. Alice Watson: Center for Connected Health, Partners HealthCare, Boston, MA 02114, USA. ajwatson@partners.org

Abstract

BACKGROUND: Addressing the obesity epidemic requires the development of effective, scalable interventions. Pedometers and Web-based programs are beneficial in increasing activity levels but might be enhanced by the addition of nonhuman coaching.
OBJECTIVES: We hypothesized that a virtual coach would increase activity levels, via step count, in overweight or obese individuals beyond the effect observed using a pedometer and website alone.
METHODS: We recruited 70 participants with a body mass index (BMI) between 25 and 35 kg/m(2) from the Boston metropolitan area. Participants were assigned to one of two study arms and asked to wear a pedometer and access a website to view step counts. Intervention participants also met with a virtual coach, an automated, animated computer agent that ran on their home computers, set goals, and provided personalized feedback. Data were collected and analyzed in 2008. The primary outcome measure was change in activity level (percentage change in step count) over the 12-week study, split into four 3-week time periods. Major secondary outcomes were change in BMI and participants' satisfaction.
RESULTS: The mean age of participants was 42 years; the majority of participants were female (59/70, 84%), white (53/70, 76%), and college educated (68/70, 97%). Of the initial 70 participants, 62 completed the study. Step counts were maintained in intervention participants but declined in controls. The percentage change in step count between those in the intervention and control arms, from the start to the end, did not reach the threshold for significance (2.9% vs -12.8% respectively, P = .07). However, repeated measures analysis showed a significant difference when comparing percentage changes in step counts between control and intervention participants over all time points (analysis of variance, P = .02). There were no significant changes in secondary outcome measures.
CONCLUSIONS: The virtual coach was beneficial in maintaining activity level. The long-term benefits and additional applications of this technology warrant further study.
TRIAL REGISTRATION: ClinicalTrials.gov NCT00792207; http://clinicaltrials.gov/ct2/show/NCT00792207 (Archived by WebCite at http://www.webcitation.org/63sm9mXUD).

Associated Data

ClinicalTrials.gov | NCT00792207

References

  1. Am J Clin Nutr. 2005 Jul;82(1 Suppl):222S-225S [PMID: 16002825]
  2. J Med Internet Res. 2008 Dec 31;10(4):e56 [PMID: 19117828]
  3. JAMA. 2006 Apr 5;295(13):1549-55 [PMID: 16595758]
  4. Arch Intern Med. 2006 Aug 14-28;166(15):1620-5 [PMID: 16908795]
  5. Rural Remote Health. 2008 Jul-Sep;8(3):1009 [PMID: 18785798]
  6. Annu Rev Public Health. 2009;30:273-92 [PMID: 19296777]
  7. JAMA. 2007 Nov 21;298(19):2296-304 [PMID: 18029834]
  8. J Med Internet Res. 2007 Jan 22;9(1):e1 [PMID: 17478410]
  9. J Med Internet Res. 2010 Jun 28;12(2):e24 [PMID: 20584698]
  10. Am J Prev Med. 2008 Feb;34(2):119-26 [PMID: 18201641]
  11. Res Nurs Health. 1987 Dec;10(6):357-65 [PMID: 3423307]
  12. Patient Educ Couns. 2005 Oct;59(1):21-30 [PMID: 16198215]
  13. JAMA. 2001 Mar 7;285(9):1172-7 [PMID: 11231746]
  14. J Med Internet Res. 2010 Feb 17;12(1):e4 [PMID: 20164043]
  15. Am J Prev Med. 2009 Feb;36(2):165-73 [PMID: 19135907]
  16. J Rehabil Res Dev. 2008;45(4):611-7 [PMID: 18712646]
  17. Heart Lung Circ. 2009 Dec;18(6):388-92 [PMID: 19648058]
  18. J Med Internet Res. 2009 Jul 28;11(3):e23 [PMID: 19666456]
  19. J Med Internet Res. 2009 Jul 27;11(3):e28 [PMID: 19666455]
  20. Obes Res. 2004 Feb;12(2):320-9 [PMID: 14981225]
  21. Public Health. 2005 May;119(5):361-70 [PMID: 15780323]
  22. Can J Sport Sci. 1992 Dec;17(4):338-45 [PMID: 1330274]
  23. Epidemiol Rev. 2007;29:144-59 [PMID: 17556765]
  24. J Med Internet Res. 2008 Jan 25;10(1):e1 [PMID: 18244892]
  25. J Med Internet Res. 2009 Jan 13;11(1):e1 [PMID: 19141433]
  26. Nurs Res. 2000 May-Jun;49(3):154-9 [PMID: 10882320]
  27. J Med Internet Res. 2007 Sep 30;9(3):e26 [PMID: 17942388]
  28. J Med Internet Res. 2009 Jul 29;11(3):e27 [PMID: 19674956]
  29. J Med Internet Res. 2007 Apr 27;9(2):e7 [PMID: 17478409]
  30. Health Educ Q. 1994 Winter;21(4):471-86 [PMID: 7843978]
  31. J Med Internet Res. 2010 Dec 17;12(4):e71 [PMID: 21169160]
  32. Health Promot Pract. 2009 Oct;10(4):490-4 [PMID: 19809002]
  33. Med Sci Sports Exerc. 2003 Aug;35(8):1374-80 [PMID: 12900693]
  34. Ann Behav Med. 2001 Fall;23(4):227-8 [PMID: 11761339]
  35. J Med Internet Res. 2011 Dec 31;13(4):e126 [PMID: 22209829]
  36. J Med Internet Res. 2007 Oct 22;9(4):e31 [PMID: 17951215]
  37. Ann Behav Med. 2011 Apr;41(2):252-63 [PMID: 21108032]
  38. J Gen Intern Med. 2006 Nov;21(11):1150-5 [PMID: 16879417]

MeSH Term

Adult
Aged
Body Mass Index
Exercise
Humans
Internet
Middle Aged
Overweight
Patient Compliance

Word Cloud

Created with Highcharts 10.0.0participantsactivitystepvirtualcoachstudychangecountcountspercentageinterventionbeneficiallevelsoverweightpedometerwebsite70BMI2armsoutcomeleveltimesecondarycontrolP=measuresanalysissignificantchangesBACKGROUND:AddressingobesityepidemicrequiresdevelopmenteffectivescalableinterventionsPedometersWeb-basedprogramsincreasingmightenhancedadditionnonhumancoachingOBJECTIVES:hypothesizedincreaseviaobeseindividualsbeyondeffectobservedusingaloneMETHODS:recruitedbodymassindex2535kg/mBostonmetropolitanareaParticipantsassignedonetwoaskedwearaccessviewInterventionalsometautomatedanimatedcomputeragentranhomecomputerssetgoalsprovidedpersonalizedfeedbackDatacollectedanalyzed2008primarymeasure12-weeksplitfour3-weekperiodsMajoroutcomesparticipants'satisfactionRESULTS:meanage42yearsmajorityfemale59/7084%white53/7076%collegeeducated68/7097%initial62completedStepmaintaineddeclinedcontrolsstartendreachthresholdsignificance9%vs-128%respectively07Howeverrepeatedshoweddifferencecomparingpointsvariance02CONCLUSIONS:maintaininglong-termbenefitsadditionalapplicationstechnologywarrantTRIALREGISTRATION:ClinicalTrialsgovNCT00792207http://clinicaltrialsgov/ct2/show/NCT00792207ArchivedWebCitehttp://wwwwebcitationorg/63sm9mXUDinternet-basedpromotephysicaladherenceadults:randomizedcontrolledtrial

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