Using socially assistive human-robot interaction to motivate physical exercise for older adults

Proceedings of the IEEE

Volumn 100, Issue 8, 2012, Pages 2512-2526

  Fasola, Juan ^a   Matarić, Maja J ^a  

^a UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

Author keywords

Exercise therapy; human robot interaction; intrinsic motivation; quality of life technology; socially assistive robotics

Indexed keywords

MACHINE DESIGN; MAN MACHINE SYSTEMS; MOTIVATION; QUALITY CONTROL; QUALITY OF SERVICE; SPORTS;

ASSISTIVE ROBOTICS; EXERCISE THERAPY; INTRINSIC MOTIVATION; MOTIVATION THEORIES; OVERALL EFFECTIVENESS; QUALITY OF LIFE; SOCIALLY ASSISTIVE ROBOTS; USER STUDY EVALUATION;

HUMAN ROBOT INTERACTION;

EID: 84864129799     PISSN: 00189219     EISSN: None     Source Type: Journal    
DOI: 10.1109/JPROC.2012.2200539     Document Type: Conference Paper

References (54)

1. U.S. Census Bureau, U.S. Census Bureau Report (Issue Brief No. CB09-97), 2009. Online. Available: http://www.census.gov/population/international/.
2. American Association of Colleges of Nursing, Nursing Shortage Fact Sheet, 2010. Online. Available: http://www.aacn.nche. edu/media/FactSheets/ NursingShortage.htm.
3. American Health Care Association, Summary of 2007 AHCA Survey Nursing Staff Vacancy and Turnover in Nursing Facilities, Jul. 2008.
4. P. Buerhaus, "Current and future state of the US nursing workforce," J. Amer. Med. Assoc., vol. 300, no. 20, pp. 2422-2424, 2008.
5. S. Colcombe and A. Kramer, "Fitness effects on the cognitive function of older adults," Psychol. Sci., vol. 14, pp. 125-130, 2003. (Pubitemid 37283096)
6. S. J. Colcombe, A. F. Kramer, K. I. Erickson, P. Scalf, E. McAuley, N. J. Cohen, A. Webb, G. J. Jerome, D. X. Marquez, and S. Elavsky, "Cardiovascular fitness, cortical plasticity, and aging," in Proc. Nat. Acad. Sci. USA, 2004, vol. 101, pp. 3316-3321. (Pubitemid 38327778)
7. W. Spirduso and P. Clifford, "Replication of age and physical activity effects on reaction and movement time," J. Gerontol., vol. 33, pp. 26-30, 1978. (Pubitemid 8263780)
8. E.E. Baum, D. Jarjoura, A. E. Polen, D. Faur, and G. Rutecki, "Effectiveness of a group exercise program in a long-term care facility: A randomized pilot trial," J. Amer. Med. Directors Assoc., vol. 4, pp. 74-80, 2003. (Pubitemid 36336069)
9. D. Dawe and R. Moore-Orr, "Low-intensity, range-of-motion exercise: Invaluable nursing care for elderly patients," J. Adv. Nursing, vol. 21, pp. 675-681, 1995.
10. M. D. McMurdo and L. M. Rennie, "A controlled trial of exercise by residents of old people's homes," Age and Ageing, vol. 22, pp. 11-15, 1993.
11. V. Thomas and P. Hageman, "Can neuromuscular strength and function in people with dementia be rehabilitated using resistance-exercise training? Results from a preliminary intervention study," J. Gerontol. A, "iol. Sci. Med. Sci., vol. 58, pp. M746-M751, 2003.
12. Z. B. Moak and A. Agrawal, BThe association between perceived interpersonal social support and physical and mental health: Results from the national epidemiological survey on alcohol and related conditions," J. Public Health, vol. 32, pp. 191-201, 2010.
13. L. K. George, D. G. Blazer, D. C. Hughes, and N. Fowler, "Social support and the outcome of major depression," British J. Psychiatry, vol. 154, pp. 478-485, 1989. (Pubitemid 19105227)
14. E. Paykel, "Life events, social support and depression," Acta Psychiatrica Scandinavica, vol. 89, pp. 50-58, 1994. (Pubitemid 24147806)
15. E. Stice, J. Ragan, and P. Randall, "Prospective relations between social support and depression: Differential direction of effects for parent and peer support? J. Abnormal Psychol., vol. 113, pp. 155-159, 2004. (Pubitemid 38228788)
16. S. A. Stansfeld, G. S. Rael, J. Head,M. Shipley, and M. Marmot, BSocial support and psychiatric sickness absence: A prospective study of British civil servants," Psychol. Med., vol. 27, pp. 35-48, 1997. (Pubitemid 27042716)
17. J. Wainer, D. J. Feil-Seifer, D. A. Shell, and M. J. Matarić, "Embodiment and Human-Robot Interaction: A task-based perspective," in Proc. IEEE Int. Workshop Robot Human Interactive Commun., Jeju Island, Korea, Aug. 2007, pp. 872-877.
18. A. Powers, S. Kiesler, S. Fussell, and C. Torrey, "Comparing a computer agent with a humanoid robot," in Proc. ACM/IEEE Int. Conf. Human-Robot Interaction, New York, 2007, pp. 145-152. (Pubitemid 47327138)
19. C. Bartneck, "Interacting with an embodied emotional character," in Proc. Int. Conf. Designing Pleasurable Products Interfaces, New York, 2003, pp. 55-60.
20. K. M. Lee, Presence, Explicated. Communication Theory, vol. 14, no. 1, pp. 27-50, 2004.
21. Y. Jung and K. M. Lee, "Effects of physical embodiment on social presence of social robots," in Proc. Presence, 2004, pp. 80-87.
22. A. Tapus, C. Tapus, and M. Matarić, "The use of socially assistive robots in the design of intelligent cognitive therapies for people with dementia," in Proc. IEEE Int. Conf. Rehabil. Robot., Kyoto, Japan, 2009, pp. 924-929.
23. M. J. Matarić, J. Eriksson, D. J. Feil-Seifer, and C. J. Winstein, "Socially assistive robotics for post-stroke rehabilitation," J. Neuro Eng. Rehabil., vol. 4, no. 5, Feb. 2007.
24. A. Tapus, C. Tapus, and M. J. Matarić, "User-robot personality matching and robot behavior adaptation for post-stroke rehabilitation therapy," Intell. Service Robot., vol. 1, no. 2, pp. 169-183, Apr. 2008.
25. D. J. Feil-Seifer and M. J. Matarić, "Towards the integration of socially assistive robots into the lives of children with ASD," presented at the Human-Robot Interaction Workshop on Societal Impact: How Socially Accepted Robots Can Be Integrated in Our Society, San Diego, CA, Mar. 2009.
26. D. J. Feil-Seifer and M. J. Matarić, "Using proxemics to evaluate human-robot interaction," in Proc. Int. Conf. Human-Robot Interaction, Osaka, Japan, Mar. 2010, pp. 143-144Poster Paper.
27. J. Fasola and M. J. Matarić, "Robot motivator: Increasing user enjoyment and performance on a physical/cognitive task," in Proc. IEEE Int. Conf. Develop. Learn., Ann Arbor, MI, Aug. 2010, pp. 274-279.
28. J. Fasola and M. J. Matarić, "Robot exercise instructor: A socially assistive robot system to monitor and encourage physical exercise for the elderly," in Proc. 19th IEEE Int. Symp. Robot Human Interactive Commun., Viareggio, Italy, Sep. 2010, pp. 416-421.
29. S. Dubowsky, F. Genot, S. Godding, H. Kozono, A. Skwersky, H. Yu, and L. Shen Yu, "PAMMVA robotic aid to the elderly for mobility assistance and monitoring," in Proc. IEEE Int. Conf. Robot. Autom., Apr. 2000, vol. 1, pp. 570-576.
30. M. Montemerlo, J. Pineau, N. Roy, S. Thrun, and V. Verma, "Experiences with a mobile robotic guide for the elderly," in Proc. AAAI Nat. Conf. Artif. Intell., Edmonton, AB, Canada, Aug. 2002, pp. 587-592.
31. K. Wada, T. Shibata, T. Saito, and K. Tanie, "Analysis of factors that bring mental effects to elderly people in robot assisted activity," in Proc. Int. Conf. Intell. Robots Syst., Oct. 2002, vol. 2, pp. 1152-1157. (Pubitemid 35437964)
32. C. Kidd, W. Taggart, and S. Turkle, "A sociable robot to encourage social interaction among the elderly," in Proc. Int. Conf. Robot. Autom., Orlando, FL, May 2006, pp. 3972-3976. (Pubitemid 44940674)
33. T. W. Bickmore and R. W. Picard, "Establishing and maintaining long-term human-computer relationships," ACM Trans. Comput.-Human Interaction, vol. 12, no. 2, pp. 293-327, Jun. 2005. (Pubitemid 43891476)
34. B. French, D. Tyamagundlu, D. Siewiorek, A. Smailagic, and D. Ding, "Towards a virtual coach for manual wheelchair users," in Proc. Int. IEEE Symp. Wearable Comput., Sep. 2008, pp. 77-80.
35. R. A. Dienstbier and G. K. Leak, "Effects of monetary reward on maintenance of weight loss: An extension of the overjustification effect," presented at the Amer. Psychol. Assoc. Conv., Washington, DC, 1976.
36. R. S. Weinberg and J. Ragan, "Effects of competition, success/failure, and sex on intrinsic motivation," Res. Quart., vol. 50, pp. 503-510, 1979.
37. M. Csikszentmihalyi, "eyond Boredom and Anxiety. San Francisco, CA: Jossey-Bass, 1975.
38. R. J. Vallerand and G. Reid, BOn the causal effects of perceived competence on intrinsic motivation: A test of cognitive evaluation theory," J. Sport Psychol., vol. 6, pp. 94-102, 1984.
39. R. J. Vallerand, "Effect of differential amounts of positive verbal feedback on the intrinsic motivation of male hockey players," J. Sport Psychol., vol. 5, pp. 100-107, 1983.
40. E. Deci and R. Ryan, Intrinsic Motivation and Self-Determination in Human Behavior. New York: Plenum, 1985, pp. 29, 318, 322.
41. M. Zuckerman, J. Porac, D. Lathin, R. Smith, and E. L. Deci, "On the importance of self-determination for intrinsically motivated behavior," Personality Social Psychol. Bull., vol. 4, pp. 443-446, 1978.
42. C. D. Fisher, "The effects of personal control, competence, and extrinsic reward systems on intrinsic motivation," Organizational Behav. Human Performance, vol. 21, pp. 273-288, 1978.
43. R. B. Margolis and C. R. Mynatt, "The effects of self and externally administered reward on high base rate behavior," Bowling Green State Univ., unpublished manuscript, 1979.
44. O. C. Jenkins, C. Chu, and M. J. Matarić, "Nonlinear spherical shells for approximate principal curves skeletonization," Univ. Southern California Ctr. Robot. Embedded Syst., Tech. Rep. CRES-04-004, 2004.
45. H. Fujiyoshi and A. Lipton, "Real-time human motion analysis by image skeletonization," in Proc. Workshop Appl. Comput. Vis., Princeton, NJ, Oct. 1998, pp. 15-21.
46. S. Waldherr, S. Thrun, R. Romero, and D. Margaritis, "Template-based recognition of pose and motion gestures on a mobile robot," in Proc. Nat. Conf. Artif. Intell., Madison, WI, 1998, pp. 977-982.
47. C. R. Wren, A. Azarbayejani, T. Darrell, and A. P. Pentland, "Pfinder: Realtime tracking of the human body," IEEE Trans. Pattern Anal. Mach. Intell., vol. 19, no. 7, pp. 780-785, Jul. 1997. (Pubitemid 127762271)
48. J. Wainer, D. J. Feil-Seifer, D. A. Shell, and M. J. Matarić, "The role of physical embodiment in human-robot interaction," in Proc. IEEE Int. Workshop Robot Human Interactive Commun., Hatfield, U.K., Sep. 2006, pp. 117-122.
49. NeoSpeech Text-to-Speech, 2009. Online. Available: http://www.neospeech. com
50. Microsoft Kinect, 2010. Online. Available: http://www.xbox.com/kinect
51. C. D. Kidd and C. Breazeal, "Robots at home: Understanding long-term human-robot interaction," in Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst., Sep. 2008, pp. 3230-3235.
52. Y. Matsusaka, H. Fujii, T. Okano, and I. Hara, "Health exercise demonstration robot TAIZO and effects of using voice command in robot-human collaborative demonstration," in Proc. 18th IEEE Int. Symp. Robot Human Interactive Commun., Sep.-Oct. 2009, pp. 472-477.
53. R. H. Poresky, C. Hendrix, J. E. Mosier, and M. Samuelson, "Companion animal bonding scale: Internal reliability and construct validity," Psychol. Rep., vol. 60, pp. 743-746, 1987.
54. D. J. Feil-Seifer and M. J. Matarić, "Defining socially assistive robotics," in Proc. Int. Conf. Rehabil. Robot., Chicago, IL, Jun. 2005, pp. 465-468. (Pubitemid 44017851)