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Employing ‘Virtual Advisors’ to Promote Physical Activity in Underserved Communities: Results from the COMPASS Study Abby King, Tim Bickmore, Ines Campero, Leslie Pruitt, Langxuan Yin  Stanford University School of Medicine Northeastern University NIH  R21CA127511  © Stanford University
[object Object],•  While electronically delivered ‘e-Health’ interventions have proliferated . . . •  Few have targeted specific needs/preferences of  older adults   as well  socioeconomically disadvantaged & ethnic minority  populations © Stanford University
COMPASS Study -  OBJECTIVES ,[object Object],[object Object],[object Object]
Stanford Health Aging Studies Technology Team Tim Bickmore, Northeastern University
[object Object],[object Object],•  Low-income, ethnic minority older adults  living in San Jose, CA   (n = 40) (93% Latino; 72% women; ~50% with < high school education) •  Ages 55 yrs & older  (mean =  68   +  8  yrs) •  Inactive  (< 60 mins MVPA/wk),  able to walk unaided (mean BMI = 30)
[object Object],[object Object],•  Based on successful 2-mo ECA PA program aimed at older African Americans in Boston  (Bickmore et al., 2005) •  ECA  (Embodied Conversational Agent):  -   Animated computer character simulating face-to-face counseling using speech, facial cues & other nonverbal behaviors - Interact with ECA through touching one of several conversation-based responses shown on computer screen  (encouraged weekly interaction or whenever at Center)
(Culturally adapted, bi-lingual) © Stanford University  Carmen
 
[object Object],[object Object],• ‘ Carmen’ incorporated evidence-based cognitive & behavioral strategies •  Some Personal information also programmed for each individual  (e.g., favorite hobbies, family member names) •  Program accessed using a PIN; housed on dedicated computer located at Senior Center
[object Object],[object Object],•  Downloadable Omron pedometer used to capture daily/weekly steps • ‘ Carmen’ used pedometer info to provide tailored feedback, advice
[object Object],[object Object],•  Adapted version of  general health education workshops  used in previous PA research •  Monthly Age-relevant topics  (no PA)
[object Object],[object Object],Intervention participants: •  Logged into program mean of  1.6  sessions/week (range = .35 – 2.3) •  Mean of  27  total sessions  across 4 months  (range = 6 – 40) •  Mean length of Virtual Advisor sessions =  7   minutes •  55 %  interacted with Virtual Advisor in Spanish
COMPASS - RESULTS  4-mos Change in Minutes of Walking/Wk  [CHAMPS] (N = 39) * *   p   < .0008 Reported Change in Mins/Wk 0 50 100 150 200 250 300 © Stanford University
4-month Change in Daily Steps  (Omron Pedometer) Intervention Participants  (n = 20) *  Slope analysis:  p  = .002;  Spearman rho with CHAMPS walking items =  .47  ( p =.04) Week 1 Week 16 Mean Daily Steps 0 3000 4000 5000 6000 7000 8000 COMPASS Study  *
Baseline-adjusted mean *   p   <  .03 vs. Control 0 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 Substituting Alternatives Rewarding Oneself Committing Oneself * * * * Control Reminding Oneself COMPASS 4-month Motivational Processes of Change * Understanding Risks
AFTER the 4-month Study Period . . . • ‘ Carmen’ remained in Senior Center for  additional 20 weeks   (in response to participant requests) •  All but 1  intervention participant accessed ‘Carmen’  during this post-study period •   Participants accessed ‘Carmen’ mean of  14 additional times   (range of <1 to 4.5 times/week)
At 4-month Post-test, Intervention participants indicated that . . .  •  ‘ Carmen’  cared  about them  (average rating = 6.2 out of 7) •  Felt close  to ‘Carmen’  (average = 6 out of 7) •  Trusted  ‘Carmen’  (average = 6 out of 7) •  Felt that  length of talks  with ‘Carmen’ was  “just about right” •  Were interested in  continuing to work  with ‘Carmen’
Conclusions •  Intervention participants reported ~30 minute/day increase in usual walking activity relative to modest changes in controls by 4 months •  Daily pedometer steps in last intervention month (~6800) generally commensurate with National Recs. in this age group
Conclusions  - continued •  Program was  safe   (no significant PA injuries) •  Program found to be  easy to use/engaging  for this less educated, low computer-literate sample •  95%  of intervention participants accessed the Virtual Advisor  after the study ended
Next Steps •  Expand community venues & populations  in which to test ‘Carmen’, as well as  lengthen time period e.g., clinics, pharmacies, libraries, recreation centers •  Explore which  subgroups  may do better with Carmen vs. other intervention sources & delivery channels •  Explore this technology further for  other health behaviors
THANK YOU!

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Mobile health2011 slide skingfinal

  • 1. Employing ‘Virtual Advisors’ to Promote Physical Activity in Underserved Communities: Results from the COMPASS Study Abby King, Tim Bickmore, Ines Campero, Leslie Pruitt, Langxuan Yin Stanford University School of Medicine Northeastern University NIH R21CA127511 © Stanford University
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  • 4. Stanford Health Aging Studies Technology Team Tim Bickmore, Northeastern University
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  • 7. (Culturally adapted, bi-lingual) © Stanford University Carmen
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  • 13. COMPASS - RESULTS 4-mos Change in Minutes of Walking/Wk [CHAMPS] (N = 39) * * p < .0008 Reported Change in Mins/Wk 0 50 100 150 200 250 300 © Stanford University
  • 14. 4-month Change in Daily Steps (Omron Pedometer) Intervention Participants (n = 20) * Slope analysis: p = .002; Spearman rho with CHAMPS walking items = .47 ( p =.04) Week 1 Week 16 Mean Daily Steps 0 3000 4000 5000 6000 7000 8000 COMPASS Study *
  • 15. Baseline-adjusted mean * p < .03 vs. Control 0 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 Substituting Alternatives Rewarding Oneself Committing Oneself * * * * Control Reminding Oneself COMPASS 4-month Motivational Processes of Change * Understanding Risks
  • 16. AFTER the 4-month Study Period . . . • ‘ Carmen’ remained in Senior Center for additional 20 weeks (in response to participant requests) • All but 1 intervention participant accessed ‘Carmen’ during this post-study period • Participants accessed ‘Carmen’ mean of 14 additional times (range of <1 to 4.5 times/week)
  • 17. At 4-month Post-test, Intervention participants indicated that . . . • ‘ Carmen’ cared about them (average rating = 6.2 out of 7) • Felt close to ‘Carmen’ (average = 6 out of 7) • Trusted ‘Carmen’ (average = 6 out of 7) • Felt that length of talks with ‘Carmen’ was “just about right” • Were interested in continuing to work with ‘Carmen’
  • 18. Conclusions • Intervention participants reported ~30 minute/day increase in usual walking activity relative to modest changes in controls by 4 months • Daily pedometer steps in last intervention month (~6800) generally commensurate with National Recs. in this age group
  • 19. Conclusions - continued • Program was safe (no significant PA injuries) • Program found to be easy to use/engaging for this less educated, low computer-literate sample • 95% of intervention participants accessed the Virtual Advisor after the study ended
  • 20. Next Steps • Expand community venues & populations in which to test ‘Carmen’, as well as lengthen time period e.g., clinics, pharmacies, libraries, recreation centers • Explore which subgroups may do better with Carmen vs. other intervention sources & delivery channels • Explore this technology further for other health behaviors

Notes de l'éditeur

  1. Tim Bickmore
  2. COMPASS participant interacting with Carmen
  3. Mean increase from first two weeks of program to last two weeks= 2029.9 + 2303.8 steps/day) (represents about a 50% increase in steps)
  4. 5 of 7 processes changed significantly. 2 for which no posttest between-group difference existed were understanding the benefits of a physically active lifestyle and enlisting social support in one’s environment for physical activity.