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Technology and adherence in eHealth:
             a Systematic review
                        Saskia Kelders, MSc

                        Robin Kok, MSc

                        Lisette van Gemert-Pijnen, PhD




06/12/2010             Title: to modify choose 'View' then   1
                                                                 1
                                 'Heater and footer'
Motivation through
technology?




                     Christensen et al, 2009 (JMIR 11(2):13)

                                                               2
Systematic review

§ Health promotion                              § Main exclusion criteria:
§ Intervention                                        § no objective usage
§ Web-based                                           § no repeated usage
§ Attrition                                           § no effects measured




                                                       N

                 Included:          Lifestyle          46 (22)

                 109 papers on      Mental health      37 (15)

                 53 interventions   Chronic disease    17 (12)

                                    Other              9 (4)
                                                                              3
Statement 2: Dialogue support

§ Review: Compare interventions without live/personal support
  § Can automated dialogue support take over?



        Social role                        Similarity

                          Liking
                                                                Praise


       Suggestion

                             Reminders          Rewards


                                                                         4
Statement 2: Dialogue support

§ Test the effects of personal vs automated dialogue support on adherence




                                                                            5
Statement 3: Free vs. fixed use

§ Compare fixed and free use


§ Preliminary results review:
  § 16 fixed use interventions; mean adherence 61% (range 1% - 100%)
  § 5 free use interventions; mean adherence 43% (range 31% - 61%)




                                                                       6
§ RealU (An 2008)                § Quit Smoking Network (McKay 2008)
§ Usage 18,9 / 30 weeks            § Usage 2,1 / 26 weeks
  § Intended: 20 weekly visits     § Intended: ??



                                                                       7
§ Fun, Food and Fitness Club   § Get Up & Go (Ferney 2009)
  (Thompson 2008)                § Usage 8.2 / 26 weeks
  § Mean adherence 74,5%         § Intended: Once a week?
  § 1 session each week


                                                             8
Statement 4: Methods

§ How to measure and report usage?
  § Standardized breadth and depth (Couper 2010, JMIR 12(4))
  § Relation to intended usage?




                                                               9
Statement 4: Methods

§ How to describe interventions?
  § Content
     § Behavior change techniques
  § Technology
     § Persuasive features
  § Communication
     § Person       system
     § Person       system         person
     § Community




                                            10
11
12
§ PAM COACH (Slootmaker 2005)

                                13
Dieetinzicht with icat (Blanson Henkemans 2009)

                                                  14
Statement 4: Methods

§ How to describe interventions?
  § Content
     § Behavior change techniques
  § Technology
     § Persuasive features
  § Communication
     § Person       system
     § Person       system         person
     § Community




                                            15
Discussion

§ “Unmotivated”/”unhealthy” care consumers should be persuaded


§ Dialogue support will increase adherence


§ Fixed use will increase adherence


§ Standardization of usage measures is needed




                                                                 16
Thank you
Questions?

s.m.kelders@utwente.nl
ww.ehealthresearchcenter.org/wiki




                                    17

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Medicine2.0'10: Technology and adherence in eHealth: a Systematic review

  • 1. Technology and adherence in eHealth: a Systematic review Saskia Kelders, MSc Robin Kok, MSc Lisette van Gemert-Pijnen, PhD 06/12/2010 Title: to modify choose 'View' then 1 1 'Heater and footer'
  • 2. Motivation through technology? Christensen et al, 2009 (JMIR 11(2):13) 2
  • 3. Systematic review § Health promotion § Main exclusion criteria: § Intervention § no objective usage § Web-based § no repeated usage § Attrition § no effects measured N Included: Lifestyle 46 (22) 109 papers on Mental health 37 (15) 53 interventions Chronic disease 17 (12) Other 9 (4) 3
  • 4. Statement 2: Dialogue support § Review: Compare interventions without live/personal support § Can automated dialogue support take over? Social role Similarity Liking Praise Suggestion Reminders Rewards 4
  • 5. Statement 2: Dialogue support § Test the effects of personal vs automated dialogue support on adherence 5
  • 6. Statement 3: Free vs. fixed use § Compare fixed and free use § Preliminary results review: § 16 fixed use interventions; mean adherence 61% (range 1% - 100%) § 5 free use interventions; mean adherence 43% (range 31% - 61%) 6
  • 7. § RealU (An 2008) § Quit Smoking Network (McKay 2008) § Usage 18,9 / 30 weeks § Usage 2,1 / 26 weeks § Intended: 20 weekly visits § Intended: ?? 7
  • 8. § Fun, Food and Fitness Club § Get Up & Go (Ferney 2009) (Thompson 2008) § Usage 8.2 / 26 weeks § Mean adherence 74,5% § Intended: Once a week? § 1 session each week 8
  • 9. Statement 4: Methods § How to measure and report usage? § Standardized breadth and depth (Couper 2010, JMIR 12(4)) § Relation to intended usage? 9
  • 10. Statement 4: Methods § How to describe interventions? § Content § Behavior change techniques § Technology § Persuasive features § Communication § Person system § Person system person § Community 10
  • 11. 11
  • 12. 12
  • 13. § PAM COACH (Slootmaker 2005) 13
  • 14. Dieetinzicht with icat (Blanson Henkemans 2009) 14
  • 15. Statement 4: Methods § How to describe interventions? § Content § Behavior change techniques § Technology § Persuasive features § Communication § Person system § Person system person § Community 15
  • 16. Discussion § “Unmotivated”/”unhealthy” care consumers should be persuaded § Dialogue support will increase adherence § Fixed use will increase adherence § Standardization of usage measures is needed 16