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2017 | OriginalPaper | Buchkapitel

6. Exergaming for Shoulder-Based Exercise and Rehabilitation

verfasst von : Alvaro Uribe-Quevedo, Bill Kapralos

Erschienen in: Recent Advances in Technologies for Inclusive Well-Being

Verlag: Springer International Publishing

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Abstract

Exercise is often encouraged, preferably under physician supervision, to help overcome the various musculoskeletal disorders that can often hinder the execution of daily personal and work-related tasks. However, ones motivation to exercise typically decreases after a short period of time, particularly when considering repetitive exercise routines. Furthermore, assessing ones performance within an exercise program is important, particularly when considering rehabilitation-based exercise routines, yet assessment can be problematic as it consists of qualitative measures only (observation, questionnaires, and self-reporting). Obtaining quantitative information has traditionally required cost prohibitive specialized measuring equipment, scenario that is changing with current immersive technologies (virtual reality and gaming). Exergaming couples video games and exercise whereby playing a video game becomes a form of physical activity. Exergaming takes advantage of the engaging, interactive, and fun inherent in video games to promote physical activity and engagement applicable to physical training or rehabilitation. Furthermore, recent technological advances have led to a variety of consumer-level motion tracking devices that provide opportunities for novel interaction techniques for virtual environments and games and the ability to generate quantitative data (feedback) dynamically. In this chapter, we outline our experience in dynamic design, development, and testing of two independently developed exergames that have been specifically developed for shoulder rehabilitation. Shoulder injuries are very common, particularly with the college-aged population.

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Literatur
1.
Zurück zum Zitat Andriacchi TP, Alexander EJ (2000) Studies of human locomotion: past, present and future. J Biomech 33(10):1217–1224CrossRef Andriacchi TP, Alexander EJ (2000) Studies of human locomotion: past, present and future. J Biomech 33(10):1217–1224CrossRef
2.
Zurück zum Zitat Annesi JJ, Mazas J (1997) Effects of virtual reality-enhanced exercise equipment on adherence and exercise-induced feeling states. Percept Mot. Skills 85(3):835–844CrossRef Annesi JJ, Mazas J (1997) Effects of virtual reality-enhanced exercise equipment on adherence and exercise-induced feeling states. Percept Mot. Skills 85(3):835–844CrossRef
4.
Zurück zum Zitat Barry G, Galna B, Rochester L (2014) The role of exergaming in parkinson’s disease rehabilitation: a systematic review of the evidence. J Neuroeng Rehabil 11(1):1CrossRef Barry G, Galna B, Rochester L (2014) The role of exergaming in parkinson’s disease rehabilitation: a systematic review of the evidence. J Neuroeng Rehabil 11(1):1CrossRef
5.
Zurück zum Zitat Bassett SF (2003) The assessment of patient adherence to physiotherapy rehabilitation. NZ J Physiother 31(2):60–66 Bassett SF (2003) The assessment of patient adherence to physiotherapy rehabilitation. NZ J Physiother 31(2):60–66
6.
Zurück zum Zitat Bellotti F, Kapralos B, Lee K, Moreno-Ger P, Berta R (2013) Assessment in and of serious games: an overview. Adv Hum Comput Interact 2013(Article ID 136864):1–11 Bellotti F, Kapralos B, Lee K, Moreno-Ger P, Berta R (2013) Assessment in and of serious games: an overview. Adv Hum Comput Interact 2013(Article ID 136864):1–11
7.
Zurück zum Zitat Benedetti M, Cappozzo A (1994) Anatomical landmark definition and identification in computer aided movement analysis in a rehabilitation context. internal report. Universita Degli Studi La Sapienza, pp 1–31 Benedetti M, Cappozzo A (1994) Anatomical landmark definition and identification in computer aided movement analysis in a rehabilitation context. internal report. Universita Degli Studi La Sapienza, pp 1–31
9.
Zurück zum Zitat Bolas M, Hoberman P, Phan T, Luckey P, Iliff J, Burba N, McDowall I, Krum DM (2013) Open virtual reality. Proceedings of the 2013 IEEE virtual reality conference. Lake Buena Vista, FL, USA, pp 183–184CrossRef Bolas M, Hoberman P, Phan T, Luckey P, Iliff J, Burba N, McDowall I, Krum DM (2013) Open virtual reality. Proceedings of the 2013 IEEE virtual reality conference. Lake Buena Vista, FL, USA, pp 183–184CrossRef
10.
Zurück zum Zitat Braune W, Fischer O (2013) Determination of the moments of inertia of the human body and its limbs. Springer Science & Business Media, Berlin, Germany Braune W, Fischer O (2013) Determination of the moments of inertia of the human body and its limbs. Springer Science & Business Media, Berlin, Germany
11.
Zurück zum Zitat Burdea G (2002) Keynote address: Virtual rehabilitation-benefits and challenges. Proceedings of the 1st international workshop on virtual reality rehabilitation (mental health. Physical, Vocational). Neurological, VRMHR, Lausanne, Switzerland, pp 1–11 Burdea G (2002) Keynote address: Virtual rehabilitation-benefits and challenges. Proceedings of the 1st international workshop on virtual reality rehabilitation (mental health. Physical, Vocational). Neurological, VRMHR, Lausanne, Switzerland, pp 1–11
12.
Zurück zum Zitat Burdea G, Coiffet P (2003) Virtual reality technology. Presence Teleoperators Virtual Environ 12(6):663–664CrossRef Burdea G, Coiffet P (2003) Virtual reality technology. Presence Teleoperators Virtual Environ 12(6):663–664CrossRef
13.
Zurück zum Zitat Butler DP, Willett K (2010) Wii-habilitation: is there a role in trauma? Injury 41(9):883–885CrossRef Butler DP, Willett K (2010) Wii-habilitation: is there a role in trauma? Injury 41(9):883–885CrossRef
14.
Zurück zum Zitat Carignan C, Liszka M, Roderick S (2005) Design of an arm exoskeleton with scapula motion for shoulder rehabilitation. Proceedings of the 12th IEEE international conference on advanced robotics. Seattle, WA, USA, pp 524–531 Carignan C, Liszka M, Roderick S (2005) Design of an arm exoskeleton with scapula motion for shoulder rehabilitation. Proceedings of the 12th IEEE international conference on advanced robotics. Seattle, WA, USA, pp 524–531
15.
Zurück zum Zitat Charbonnier C, Chagué S, Kolo FC, Lädermann A (2015) Shoulder motion during tennis serve: dynamic and radiological evaluation based on motion capture and magnetic resonance imaging. Int J Comput Assist Radiol Surg 10(8):1289–1297CrossRef Charbonnier C, Chagué S, Kolo FC, Lädermann A (2015) Shoulder motion during tennis serve: dynamic and radiological evaluation based on motion capture and magnetic resonance imaging. Int J Comput Assist Radiol Surg 10(8):1289–1297CrossRef
16.
Zurück zum Zitat Cropley M, Ayers S, Nokes L (2003) People don’t exercise because they can’t think of reasons to exercise: an examination of causal reasoning within the transtheoretical model. Psychol Health Med 8(4):409–414CrossRef Cropley M, Ayers S, Nokes L (2003) People don’t exercise because they can’t think of reasons to exercise: an examination of causal reasoning within the transtheoretical model. Psychol Health Med 8(4):409–414CrossRef
17.
Zurück zum Zitat Ferreiro Marzoa I, Veiga Suarez M, Guerra Pena J, Rey Veiga S, Paz Esquete J, Tobio Iglesias A (2005) Tratamiento rehabilitador del hombro doloroso. Rehabilitación 39(3):113–120CrossRef Ferreiro Marzoa I, Veiga Suarez M, Guerra Pena J, Rey Veiga S, Paz Esquete J, Tobio Iglesias A (2005) Tratamiento rehabilitador del hombro doloroso. Rehabilitación 39(3):113–120CrossRef
18.
Zurück zum Zitat Foxlin E (2002) Motion tracking requirements and technologies. In: Hale KS, Stanney KM (eds) Handbook of virtual environment technology: design, implementation, and applications. CRC Press, Mahwah, NJ, USA, pp 163–210 Foxlin E (2002) Motion tracking requirements and technologies. In: Hale KS, Stanney KM (eds) Handbook of virtual environment technology: design, implementation, and applications. CRC Press, Mahwah, NJ, USA, pp 163–210
19.
Zurück zum Zitat Fullerton T (2014) Game design workshop: a playcentric approach to creating innovative games. CRC press Fullerton T (2014) Game design workshop: a playcentric approach to creating innovative games. CRC press
20.
Zurück zum Zitat Galna B, Barry G, Jackson D, Mhiripiri D, Olivier P, Rochester L (2014) Accuracy of the microsoft kinect sensor for measuring movement in people with parkinson’s disease. Gait Posture 39(4):1062–1068CrossRef Galna B, Barry G, Jackson D, Mhiripiri D, Olivier P, Rochester L (2014) Accuracy of the microsoft kinect sensor for measuring movement in people with parkinson’s disease. Gait Posture 39(4):1062–1068CrossRef
21.
Zurück zum Zitat Garber L (2013) Gestural technology: moving interfaces in a new direction [technology news]. IEEE Comput 46(10):22–25CrossRef Garber L (2013) Gestural technology: moving interfaces in a new direction [technology news]. IEEE Comput 46(10):22–25CrossRef
23.
Zurück zum Zitat Guttentag DA (2010) Virtual reality: applications and implications for tourism. Tour Manage 31(5):637–651CrossRef Guttentag DA (2010) Virtual reality: applications and implications for tourism. Tour Manage 31(5):637–651CrossRef
24.
Zurück zum Zitat Hoffman HG, Patterson DR, Carrougher GJ, Sharar SR (2001) Effectiveness of virtual reality-based pain control with multiple treatments. Clin J Pain 17(3):229–235CrossRef Hoffman HG, Patterson DR, Carrougher GJ, Sharar SR (2001) Effectiveness of virtual reality-based pain control with multiple treatments. Clin J Pain 17(3):229–235CrossRef
25.
Zurück zum Zitat Huang J, Mori T, Takashima K, Hashi S, Kitamura Y (2015) Im6d: magnetic tracking system with 6-dof passive markers for dexterous 3d interaction and motion. ACM Trans Graph 34(6):217CrossRef Huang J, Mori T, Takashima K, Hashi S, Kitamura Y (2015) Im6d: magnetic tracking system with 6-dof passive markers for dexterous 3d interaction and motion. ACM Trans Graph 34(6):217CrossRef
26.
Zurück zum Zitat Jack D, Boian R, Merians AS, Tremaine M, Burdea GC, Adamovich SV, Recce M, Poizner H (2001) Virtual reality-enhanced stroke rehabilitation. IEEE Trans Neural Syst Rehabil Eng 9(3):308–318CrossRef Jack D, Boian R, Merians AS, Tremaine M, Burdea GC, Adamovich SV, Recce M, Poizner H (2001) Virtual reality-enhanced stroke rehabilitation. IEEE Trans Neural Syst Rehabil Eng 9(3):308–318CrossRef
27.
Zurück zum Zitat Jäger M, Steinberg U, für Arbeitsschutz B (2003) Preventing musculoskeletal disorders in the workplace Jäger M, Steinberg U, für Arbeitsschutz B (2003) Preventing musculoskeletal disorders in the workplace
28.
Zurück zum Zitat Janarthanan V (2012) Serious video games: games for education and health. Proceedings of the 9th international IEEE conference on information technology: new generations. Las Vegas NV, USA, pp 875–878 Janarthanan V (2012) Serious video games: games for education and health. Proceedings of the 9th international IEEE conference on information technology: new generations. Las Vegas NV, USA, pp 875–878
30.
Zurück zum Zitat Johnson LM, Winters JM (2004) Enhanced therajoy technology for use in upper-extremity stroke rehabilitation. In: Proceedings of the 2004 IEEE engineering in medicine and biology society conference, San Francisco, CA, USA, vol 2, pp 4932–4935 Johnson LM, Winters JM (2004) Enhanced therajoy technology for use in upper-extremity stroke rehabilitation. In: Proceedings of the 2004 IEEE engineering in medicine and biology society conference, San Francisco, CA, USA, vol 2, pp 4932–4935
31.
Zurück zum Zitat Kato PM (2010) Video games in health care: closing the gap. Rev General Psychol 14(2):113CrossRef Kato PM (2010) Video games in health care: closing the gap. Rev General Psychol 14(2):113CrossRef
32.
Zurück zum Zitat Kolar P, et al (2014) Clinical rehabilitation. Alena Kobesová Kolar P, et al (2014) Clinical rehabilitation. Alena Kobesová
34.
Zurück zum Zitat Lange B, Koenig S, McConnell E, Chang CY, Juang R, Suma E, Bolas M, Rizzo A (2012) Interactive game-based rehabilitation using the microsoft kinect. Proceedings of the 2012 ieee virtual reality short papers and posters. Costa Mesa, CA, USA, pp 171–172 Lange B, Koenig S, McConnell E, Chang CY, Juang R, Suma E, Bolas M, Rizzo A (2012) Interactive game-based rehabilitation using the microsoft kinect. Proceedings of the 2012 ieee virtual reality short papers and posters. Costa Mesa, CA, USA, pp 171–172
35.
Zurück zum Zitat Lieberman DA (2009) Designing serious games for learning and health in informal and formal settings. In: Ritterfeld U, Cody M, vorderer P (eds) Serious Games: mechanisms and effects, Routledge, New York, NY, USA, chap 8, pp 117–130 Lieberman DA (2009) Designing serious games for learning and health in informal and formal settings. In: Ritterfeld U, Cody M, vorderer P (eds) Serious Games: mechanisms and effects, Routledge, New York, NY, USA, chap 8, pp 117–130
38.
Zurück zum Zitat Nava W, Mejia CAR, Uribe-Quevedo A (2015) Prototype of a shoulder and elbow occupational health care exergame. In: HCI International 2015-Posters Extended Abstracts, Springer, pp 467–472 Nava W, Mejia CAR, Uribe-Quevedo A (2015) Prototype of a shoulder and elbow occupational health care exergame. In: HCI International 2015-Posters Extended Abstracts, Springer, pp 467–472
41.
Zurück zum Zitat O’Sullivan SB, Schmitz TJ, Fulk G (2013) Physical rehabilitation. FA Davis, Philadelphia, PA, USA O’Sullivan SB, Schmitz TJ, Fulk G (2013) Physical rehabilitation. FA Davis, Philadelphia, PA, USA
42.
Zurück zum Zitat Peng W, Lin JH, Crouse J (2011) Is playing exergames really exercising? a meta-analysis of energy expenditure in active video games. Cyberpsychol Behav Soc Netw 14(11):681–688CrossRef Peng W, Lin JH, Crouse J (2011) Is playing exergames really exercising? a meta-analysis of energy expenditure in active video games. Cyberpsychol Behav Soc Netw 14(11):681–688CrossRef
43.
Zurück zum Zitat Prange G, Krabben T, Molier B, van der Kooij H, Jannink M (2008) A low-tech virtual reality application for training of upper extremity motor function in neurorehabilitation. Proceedings of the 2008 IEEE virtual rehabilitation conference. Vancouver, British Columbia, Canada, pp 8–12CrossRef Prange G, Krabben T, Molier B, van der Kooij H, Jannink M (2008) A low-tech virtual reality application for training of upper extremity motor function in neurorehabilitation. Proceedings of the 2008 IEEE virtual rehabilitation conference. Vancouver, British Columbia, Canada, pp 8–12CrossRef
44.
Zurück zum Zitat Primack BA, Carroll MV, McNamara M, Klem ML, King B, Rich M, Chan CW, Nayak S (2012) Role of video games in improving health-related outcomes: a systematic review. Am. J. Prev. Med 42(6):630–638CrossRef Primack BA, Carroll MV, McNamara M, Klem ML, King B, Rich M, Chan CW, Nayak S (2012) Role of video games in improving health-related outcomes: a systematic review. Am. J. Prev. Med 42(6):630–638CrossRef
45.
Zurück zum Zitat Putz-Anderson V, Bernard BP, Burt SE, Cole LL, Fairfield-Estill C, Fine LJ, Grant KA, Gjessing C, Jenkins L, Hurrell Jr JJao (1997) Musculoskeletal disorders and workplace factors. National Institute for Occupational Safety and Health (NIOSH) Putz-Anderson V, Bernard BP, Burt SE, Cole LL, Fairfield-Estill C, Fine LJ, Grant KA, Gjessing C, Jenkins L, Hurrell Jr JJao (1997) Musculoskeletal disorders and workplace factors. National Institute for Occupational Safety and Health (NIOSH)
46.
Zurück zum Zitat Qi Y, Soh CB, Gunawan E, Low KS, Thomas R (2015) Lower extremity joint angle tracking with wireless ultrasonic sensors during a squat exercise. Sensors 15(5):9610–9627CrossRef Qi Y, Soh CB, Gunawan E, Low KS, Thomas R (2015) Lower extremity joint angle tracking with wireless ultrasonic sensors during a squat exercise. Sensors 15(5):9610–9627CrossRef
47.
Zurück zum Zitat Read JL, Shortell SM (2011) Interactive games to promote behavior change in prevention and treatment. J Am Med Assoc 305(16):1704–1705CrossRef Read JL, Shortell SM (2011) Interactive games to promote behavior change in prevention and treatment. J Am Med Assoc 305(16):1704–1705CrossRef
48.
Zurück zum Zitat Schubert T, Gkogkidis A, Ball T, Burgard W (2015) Automatic initialization for skeleton tracking in optical motion capture. Proceedings of the 2015 IEEE conference on robotics and automation. Seattle, WA, USA, pp 734–739CrossRef Schubert T, Gkogkidis A, Ball T, Burgard W (2015) Automatic initialization for skeleton tracking in optical motion capture. Proceedings of the 2015 IEEE conference on robotics and automation. Seattle, WA, USA, pp 734–739CrossRef
49.
Zurück zum Zitat Shakespeare T (2011) World report on disability. Disabil Rehabil 33(17–18):1491CrossRef Shakespeare T (2011) World report on disability. Disabil Rehabil 33(17–18):1491CrossRef
50.
Zurück zum Zitat Sheps D (2013) The shoulder book. Workers Compensation Board of Alberta, Alberta, Canada Sheps D (2013) The shoulder book. Workers Compensation Board of Alberta, Alberta, Canada
51.
Zurück zum Zitat Shewaga R, Rojas D, Kapralos B, Brennan J (2015) Alpha testing of the rapid recovery kayaking-based exergame. Proceedings of the 2015 IEEE Games entertainment and media conference. Ontario, Canada, Toronto, pp 1–5CrossRef Shewaga R, Rojas D, Kapralos B, Brennan J (2015) Alpha testing of the rapid recovery kayaking-based exergame. Proceedings of the 2015 IEEE Games entertainment and media conference. Ontario, Canada, Toronto, pp 1–5CrossRef
52.
Zurück zum Zitat Shier D, Butler J, Lewis R (2001) Human anatomy and physiology, 9th edn. McGraw-Hill, Boston, MA, USA Shier D, Butler J, Lewis R (2001) Human anatomy and physiology, 9th edn. McGraw-Hill, Boston, MA, USA
53.
Zurück zum Zitat Shneiderman B (1988) Designing the user interface: strategies for effective human-computer interaction. Addison Wesley Longman, Reading MA, USA Shneiderman B (1988) Designing the user interface: strategies for effective human-computer interaction. Addison Wesley Longman, Reading MA, USA
54.
Zurück zum Zitat Shroeder B, Kunanec M, Kroese B, Pollard O, Sadoon O, Kapralos B, Brennan J, Leach E, Jenson J (2014) Rapid recovery: a kayaking-based exergame for shoulder rehabilitation and physical fitness. Proceedings of the 2014 IEEE games entertainment and media conference. Ontario, Canada, Toronto, pp 1–4CrossRef Shroeder B, Kunanec M, Kroese B, Pollard O, Sadoon O, Kapralos B, Brennan J, Leach E, Jenson J (2014) Rapid recovery: a kayaking-based exergame for shoulder rehabilitation and physical fitness. Proceedings of the 2014 IEEE games entertainment and media conference. Ontario, Canada, Toronto, pp 1–4CrossRef
55.
Zurück zum Zitat Sinclair J, Hingston P, Masek M (2007) Considerations for the design of exergames. Proceedings of the 5th International ACM conference on computer graphics and interactive techniques in Australia and Southeast Asia. Perth, Australia, pp 289–295 Sinclair J, Hingston P, Masek M (2007) Considerations for the design of exergames. Proceedings of the 5th International ACM conference on computer graphics and interactive techniques in Australia and Southeast Asia. Perth, Australia, pp 289–295
56.
Zurück zum Zitat Skiba DJ (2008) Emerging technologies center: games for health. Nurs Educ Perspect 29(4):230–232 Skiba DJ (2008) Emerging technologies center: games for health. Nurs Educ Perspect 29(4):230–232
59.
Zurück zum Zitat Staiano AE, Calvert SL (2011) The promise of exergames as tools to measure physical health. Entertain Comput 2(1):17–21CrossRef Staiano AE, Calvert SL (2011) The promise of exergames as tools to measure physical health. Entertain Comput 2(1):17–21CrossRef
61.
Zurück zum Zitat Wingrave CA, Williamson B, Varcholik PD, Rose J, Miller A, Charbonneau E, Bott J, LaViola JJ Jr (2010) The wiimote and beyond: spatially convenient devices for 3d user interfaces. IEEE Comput Graphics Appl 30(2):71–85CrossRef Wingrave CA, Williamson B, Varcholik PD, Rose J, Miller A, Charbonneau E, Bott J, LaViola JJ Jr (2010) The wiimote and beyond: spatially convenient devices for 3d user interfaces. IEEE Comput Graphics Appl 30(2):71–85CrossRef
62.
Zurück zum Zitat Yang L, Zhang L, Dong H, Alelaiwi A, El Saddik A (2015) Evaluating and improving the depth accuracy of kinect for windows v2. Sensors J IEEE 15(8):4275–4285CrossRef Yang L, Zhang L, Dong H, Alelaiwi A, El Saddik A (2015) Evaluating and improving the depth accuracy of kinect for windows v2. Sensors J IEEE 15(8):4275–4285CrossRef
63.
Zurück zum Zitat You S, Neumann U, Azuma R (1999) Hybrid inertial and vision tracking for augmented reality registration. Proceedings of the 1999 IEEE virtual reality conference. Houston, TX, USA, pp 260–267 You S, Neumann U, Azuma R (1999) Hybrid inertial and vision tracking for augmented reality registration. Proceedings of the 1999 IEEE virtual reality conference. Houston, TX, USA, pp 260–267
64.
Zurück zum Zitat Zhang Z (2012) Microsoft kinect sensor and its effect. IEEE MultiMed Mag 19(2):4–10CrossRef Zhang Z (2012) Microsoft kinect sensor and its effect. IEEE MultiMed Mag 19(2):4–10CrossRef
Metadaten
Titel
Exergaming for Shoulder-Based Exercise and Rehabilitation
verfasst von
Alvaro Uribe-Quevedo
Bill Kapralos
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-49879-9_6