Abstract
The use of computers in the e-Health domain is becoming increasingly common, since technology is present in most aspects of our lives. In the rehabilitation field in particular, some additional issues requiring the use of computer-assisted therapies arise. On the one hand, there is a scarce availability of rehabilitation specialists and centers to satisfy the growing demand of their services. This problem gets even magnified because of the ageing population. On the other hand, the huge opportunities that the new interaction devices can bring to rehabilitation smooth the path towards novel therapies. Nevertheless, even if a proper rehabilitation therapy is prescribed, it can fail because of the patient´s lack of motivation There are assorted motivation theories available in the literature to address this demotivation of patients. Unfortunately, there is no model or guide to put those theories into practice in computer-assisted rehabilitation. This paper is aimed at filling this gap by providing a model, namely Influence Awareness, to support the specification of motivation aspects in those applications used in computer-assisted rehabilitation. Furthermore, some guidelines are also provided, so that the designer can get some extra guidance on some heuristics about how to design motivation. The integration of motivation design into a model-based development process is presented by showing how this motivation model is integrated into a task model. Finally, to better illustrate our approach a case study based on a collaborative e-Health system is also included.
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References
Adams JS (1963) Towards an understanding of inequity. J Abnorm Soc Psychol 67:422–436. https://doi.org/10.1037/h0040968
Cialdini RB (1993) Influence: the psychology of persuation. Morrow, New York
Cialdini RB (2001) Harnessing the science of persuation. Hardvard Bus Rev 79:72–81
Dourish P, Bellotti V (1992) Awareness and coordination in shared workspaces. In: ACM conference on Computer-supported cooperative work (CSCW’92). ACM Press, Toronto, pp 107–114
Endsley MR (1995) Toward a theory of situation awareness in dynamic systems. Hum Factors J Hum Factors Ergon Soc 37:32–64. https://doi.org/10.1518/001872095779049543
European Commission (2016) eHealth and Ageing, https://ec.europa.eu/digital-single-market/en/ehealth-and-ageing. Accessed 19 Jul 2017
García AS, Molina JP, Martínez D, González P (2008) Enhancing collaborative manipulation through the use of feedback and awareness in CVEs. In: 7th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and Its Applications in Industry (VRCAI’08). ACM Press, Singapore, Thailand, p 1
Gutwin C, Greenberg S (1999) The effects of workspace awareness support on the usability of real-time distributed groupware. ACM Trans Comput Interact 6:243–281. https://doi.org/10.1145/329693.329696
Gutwin C, Greenberg S (2002) A descriptive framework of workspace awareness for real-time groupware. Comput Support Coop Work 11:411–446. https://doi.org/10.1023/A:1021271517844
Gutwin C, Greenberg S, Roseman M (1996) Workspace awareness support with radar views. In: Conference companion on Human factors in computing systems common ground (CHI’96). ACM Press, Vancouver, pp 210–211
Han HS, Lim NY (2002) Development of an instrument to measure the motivation for rehabilitation in the disabled. J Korean Acad Adult Nurs 14:554–563
Hill J, Gutwin C (2004) The MAUI Toolkit: groupware widgets for group awareness. Comput Support Coop Work 13:539–571. https://doi.org/10.1007/s10606-004-5063-7
Joho H, Jose JM, Valenti R, Sebe N (2009) Exploiting facial expressions for affective video summarisation. In: ACM International Conference on Image and Video Retrieval (CIVR’09). ACM Press, Amsterdam, p 31:1–31:8
Kampmeijer R, Pavlova M, Tambor M et al (2016) The use of e-Health and m-health tools in health promotion and primary prevention among older adults: a systematic literature review. BMC Health Serv Res 16:290. https://doi.org/10.1186/s12913-016-1522-3
Latham GP, Locke EA (1991) Self-regulation through goal setting. Organ Behav Hum Decis Process 50:212–247. https://doi.org/10.1016/0749-5978(91)90021-K
López-Jaquero V, Montero F (2016) Specifying how to motivate people in computer assisted rehabilitation. In: García C, Caballero-Gil P, Burmester M, Quesada-Arencibia A (eds) Ubiquitous computing and ambient intelligence. UCAmI 2016. Springer, New York, pp 99–110
Maclean N, Pound P (2000) A critical review of the concept of patient motivation in the literature on physical rehabilitation. Soc Sci Med 50:495–506. https://doi.org/10.1016/S0277-9536(99)00334-2
Maverick T (2015) Japan’s Tech Solution for Its Aging Population. In: Wall Str. Dly. http://www.wallstreetdaily.com/2015/07/11/japan-healthcare-robots/. Accessed 3 May 2017
McClelland DC (1988) Human motivation. Cambridge University Press, Cambridge
Montero F, López-Jaquero V, Navarro E, Sánchez E (2011) Computer-aided relearning activity patterns for people with acquired brain injury. Comput Educ 57:1149–1159. https://doi.org/10.1016/j.compedu.2010.12.008
Neyem A, Aracena C, Collazos Ordóñez CA, Alarcón R (2007) Designing emotional awareness devices: what one sees is what one feels. Ingeniare Rev Chil Ing 15:227–235
Norman DA (1988) The design of everyday things. Basic Books, New York
Pickrell M, Bongers B, van den Hoven E (2015) Understanding persuasion and motivation in interactive stroke rehabilitation. In: MacTavis T, Basapur Hs (eds) Persuasive technology. Springer, New York, pp 15–26
Roseman M, Greenberg S (1996) Building real-time groupware with GroupKit, a groupware toolkit. ACM Trans Comput Interact 3:66–106. https://doi.org/10.1145/226159.226162
Ryan RM, Deci EL (2000) Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. Am Psychol 55:68–78. https://doi.org/10.1037//0003-066X.55.1.68
Ryan RM, Frederick CM, Lepes D, Rubio N, Sheldon KM (1997) Intrinsic motivation and exercise adherence. Int J Sport Psychol 28(4):335–354
Stracker D (2016) Factors underlying Cialdini’s six principles. In: Chang. Minds. http://changingminds.org/techniques/general/cialdini/underlying_factors.htm. Accessed 19 Jul 2017
Teruel MA (2017) CSRML Tool 2015 featuring Influence Awareness. In: Vis. Stud. Marketpl. https://marketplace.visualstudio.com/items?itemName=MiguelATeruel.CSRMLTool2015featuringInfluenceAwareness. Accessed 28 Apr 2017
Teruel MA, Navarro E, López-Jaquero V et al (2014) A CSCW requirements engineering CASE tool: development and usability evaluation. Inf Softw Technol 56:922–949. https://doi.org/10.1016/j.infsof.2014.02.009
Teruel MA, Navarro E, González P et al (2016) Applying thematic analysis to define an awareness interpretation for collaborative computer games. Inf Softw Technol 74:17–44. https://doi.org/10.1016/j.infsof.2016.01.009
Teruel MA, Navarro E, López-Jaquero V et al (2017) A Comprehensive framework for modeling requirements of CSCW systems. J Softw Evol Process. https://doi.org/10.1002/smr.1858
Vroom VH (1964) Work and motivation. Wiley, New York
W3C Working Group (2014) Introduction to model-based user interfaces. In: w3c. https://www.w3.org/TR/mbui-intro/. Accessed 3 May 2017
Yu ESK (1997) Towards modelling and reasoning support for early-phase requirements engineering. In: 3rd IEEE International Symposium on Requirements Engineering (ISRE’97). IEEE Comput. Soc. Press, Annapolis, USA, pp 226–235
Acknowledgements
This work was partially supported by Spanish Ministry of Economy, Industry and Competitiveness, State Research Agency/European Regional Development Fund under the Grants Vi-SMARt (TIN2016-79100-R) and HA-SYMBIOSIS (TIN2015-72931-EXP).
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López-Jaquero, V., Montero, F. & Teruel, M.A. Influence awareness: considering motivation in computer-assisted rehabilitation. J Ambient Intell Human Comput 10, 2185–2197 (2019). https://doi.org/10.1007/s12652-017-0652-8
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DOI: https://doi.org/10.1007/s12652-017-0652-8