Design and evaluation of an interactive exercise coaching system for older adults: Lessons learned

IEEE Journal of Biomedical and Health Informatics

Volumn 20, Issue 1, 2016, Pages 201-212

  Ofli, Ferda ^a   Kurillo, Gregorij ^a   Obdržálek, Štěpán ^b   Bajcsy, Ruzena ^a   Jimison, Holly Brugge ^c   Pavel, Misha ^c  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b CZECH TECHNICAL UNIVERSITY IN PRAGUE   (Czech Republic)

^c Northeastern University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DESIGN AND EVALUATIONS; IMPROVING PERFORMANCE; INDEPENDENT LIVING; INTERACTIVE EXERCISE; MICROSOFT KINECT; OLDER POPULATION; PHYSICAL ACTIVITY; REAL-TIME FEEDBACK;

ADULT; CLINICAL ARTICLE; DAILY LIFE ACTIVITY; ENDURANCE; EXERCISE; FALL RISK; HUMAN; INFORMATION PROCESSING; PILOT STUDY; VIDEORECORDING; AGED; COMPUTER INTERFACE; DEVICES; FEMALE; GERIATRICS; KINESIOTHERAPY; MALE; PROCEDURES; VERY ELDERLY; VIDEO GAME;

AGED; AGED, 80 AND OVER; EXERCISE THERAPY; FEMALE; GERIATRICS; HUMANS; MALE; PILOT PROJECTS; USER-COMPUTER INTERFACE; VIDEO GAMES;

EID: 84971394475     PISSN: 21682194     EISSN: 21682208     Source Type: Journal    
DOI: 10.1109/JBHI.2015.2391671     Document Type: Article

References (34)

1. F. Sun, I. Norman, and A. While, "Physical activity in older people: A systematic review," BMC Public Health, vol. 13,no.1, pp.449-465,2013.
2. P. Donovan, J. Papay, J. Hibbard, K. Lawson, M. Moore, and R. Wolever, Three Pillars of Health Coaching: Patient Activation, Motivational Interviewing and Positive Psychology. Wall Township, NJ, USA: Healthcare Intelligence Network, 2010.
3. H. B. Jimison and M. Pavel, Integrating Computer-Based Health Coaching Into Elder Home Care, A. Mihailidis, J. Boger, H. Kautz, and L. Normie, Eds. Amsterdam, The Netherlands: IOS Press, 2008.
4. D. Rivera and H. Jimison, "Systems modeling of behavior change: Two illustrations from optimized interventions for improved health outcomes," IEEE Pulse, vol. 4, no. 6, pp. 41-47, Nov../Dec. 2013.
5. J. Szer, "Video games as physiotherapy," Med. J. Aust., vol. 1, no. 9, pp. 401-402, 1983.
6. A. N. Krichevets, E. B. Sirotkina, I. V. Yevsevicheva, and L. M. Zeldin, "Computer games as a means of movement rehabilitation," Disability Rehabil., vol. 17, no. 2, pp. 100-105, 1995.
7. W. Ijsselsteijn, H. H. Nap, Y. de Kort, and K. Poels, "Digital game design for elderly users," in Proc. Conf. Future Play, 2007, pp. 17-22.
8. J. Doyle, D. Kelly, and B. Caulfield, "Design considerations in therapeutic exergaming," in Proc. 5th Int. Conf. Pervasive Comput. Technol. Healthcare, 2011, pp. 389-393.
9. J. Doyle, C. Bailey, B. Dromey, and C. Scanaill, "BASE-An interactive technology solution to deliver balance and strength exercises to older adults," in Proc. 4th Int. Conf. Pervasive Comput. Technol. Healthcare, 2010, pp. 1-5.
10. T.-H. Tsai, A. M.-K. Wong, C.-L. Hsu, and K. C. Tseng, "Research on a community-based platform for promoting health and physical fitness in the elderly community," PLoS ONE, vol. 8, no. 2, pp. 1-9, 2013.
11. J. Macek and J. Kleindienst, "Exercise support system for elderly: Multi-sensor physiological state detection and usability testing," in Proc. Human-Comput. Interaction, 2011, vol. 6947, pp. 81-88.
12. J. Doyle, D. Kelly, M. Patterson, and B. Caulfield, "The effects of visual feedback in therapeutic exergaming on motor task accuracy," in Proc. Int. Conf. Virtual Rehabil., 2011, pp. 1-5.
13. J. A. Garcia, K. Felix Navarro, D. Schoene, S. T. Smith, and Y. Pisan, "Exergames for the elderly: Towards an embedded Kinect-based clinical test of falls risk," Stud. Health Technol. Informat., vol. 178, pp. 51-57, 2012.
14. Y. Pisan, J. G. Marin, and K. F. Navarro, "Improving lives: Using Microsoft Kinect to predict the loss of balance for elderly users under cognitive load," in Proc. 9th Aust. Conf. Interactive Entertainment: Matters Life Death, 2013, pp. 29:1-29:4.
15. B. Lange, C.-Y. Chang, E. Suma, B. Newman, A. Rizzo, and M. Bolas, "Development and evaluation of low cost game-based balance rehabilitation tool using the Microsoft Kinect sensor," in Proc. IEEE Int. Conf. Eng. Med. Biol. Soc., 2011, pp. 1831-1834.
16. S. Ganesan and L. Anthony, "Using the Kinect to encourage older adults to exercise: A prototype," in Proc. Extended Abstracts Human Factors Comput. Syst., 2012, pp. 2297-2302.
17. E. Brox, L. Luque, G. Evertsen, and J. Hernandez, "Exergames for elderly: Social exergames to persuade seniors to increase physical activity," in Proc. 5th Int. Conf. Pervasive Comput. Technol. Healthcare, 2011, pp. 546-549.
18. L. H. Larsen, L. Schou, H. H. Lund, and H. Langberg, "The physical effect of exergames in healthy elderly-A systematic review," Games Health J., vol. 2, no. 4, pp. 205-212, 2013.
19. K. J. Miller, B. S. Adair, A. J. Pearce, C. M. Said, E. Ozanne, and M. M. Morris, "Effectiveness and feasibility of virtual reality and gaming system use at home by older adults for enabling physical activity to improve health-related domains: A systematic review," Age Ageing, vol. 43, no. 2, pp. 188-195, 2013.
20. M. van Diest, C. Lamoth, J. Stegenga, G. Verkerke, and K. Postema, "Exergaming for balance training of elderly: State of the art and future developments," J. NeuroEng. Rehabil., vol. 10, no. 1, pp. 101-112, 2013.
21. B. S. Lange, S. M. Flynn, C. Y. Chang, W. Liang, C. L. Chieng, Y. Si, C. Nanavati, and A. A. Rizzo, "Development of an interactive stepping game to reduce falls in the elderly," in Proc. 8th Int. Conf. Disability, Virtual Reality Associated Technol., 2010, pp. 223-228.
22. S. Obdrzálek, G. Kurillo, E. Y. W. Seto, and R. Bajcsy, "Architecture of an automated coaching system for elderly population," in Proc. Stud. Health Technol. Informat., vol. 184, pp. 309-311, 2013.
23. C. J. Caspersen, K. E. Powell, and G. M. Christenson, "Physical activity, exercise and physical fitness: Definitions and distinctions for healthrelated research," Public Health Reports, vol. 100, no. 2, pp. 126-131, 1985.
24. Z. Zhang, "Microsoft Kinect sensor and its effect," IEEE Multimedia, vol. 19, no. 2, pp. 4-10, Feb. 2012.
25. OGRE-Open source 3D graphics engine. (2014). [Online]. Available: http://www.ogre3d.org
26. J. Shotton, A. Fitzgibbon, M. Cook, T. Sharp, M. Finocchio, R. Moore, A. Kipman, and A. Blake, "Real-time human pose recognition in parts from single depth images," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., 2011, pp. 1297-1304.
27. S. Scott, Able Bodies Balance Training. Champaign, IL, USA: Human Kinetics, 2008.
28. Oracle, MySQL. (2014). [Online]. Available: http://www.mysql.com
29. What is the ORCATECH living laboratory? (2014). [Online]. Available: http://www.orcatech.org/resources/living-laboratory
30. S. Obdrzalek, G. Kurillo, F. Ofli, R. Bajcsy, E. Seto, H. Jimison, and M. Pavel, "Accuracy and robustness of Kinect pose estimation in the context of coaching of elderly population," in Proc. IEEE Int. Conf. Eng. Med. Biol. Soc., 2012, pp. 1188-1193.
31. R. E. Rikli and C. J. Jones, "Development and validation of a functional fitness test for community-residing older adults," J. Aging Phys. Activity, vol. 7, no. 2, pp. 129-161, 1999.
32. K. Berg, S. Wood-Dauphinée, J. I. Williams, and D. Gayton, "Measuring balance in the elderly: Preliminary development of an instrument," Physiotherapy Can., vol. 41, no. 6, pp. 304-311, 1989.
33. R. P. Saunders, M. H. Evans, and P. Joshi, "Developing a processevaluation plan for assessing health promotion program implementation: A how-to guide," Health Promotion Practice, vol. 6, no. 2, pp. 134-147, Apr. 2005.
34. E. McAuley, G. J. Jerome, D. X. Marquez, S. Elavsky, and B. Blissmer, "Exercise self-efficacy in older adults: Social, affective, and behavioral influences," Ann. Behav. Med., vol. 25, no. 1, pp. 1-7, 2003.