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Evaluation and selection of mobile health (mHealth) applications using AHP and fuzzy TOPSIS

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  • Rajak, Manindra
  • Shaw, Krishnendu

Abstract

mHealth is an innovative, mobile application based system, which has the ability to assist people to manage their health better. With the increasing number of mHealth applications, it is very difficult to choose the ideal application. As of now, very limited studies have been carried out on mHealth application selection. To fill the existing research gaps, this study endeavours to develop a model for mHealth application selection by adopting a combined approach of AHP and fuzzy TOPSIS. The hierarchical model has been developed using factors identified from literature review and expert opinions. The ambiguity in comparing different mHealth applications has been handled by applying fuzzy set theory. The AHP has been used to determine the weights of criteria and sub-criteria, and the fuzzy-TOPSIS method has been used to obtain the final ranking of the applications. The applicability of the proposed model has been discussed through a numerical case example. The sensitivity analysis has been carried out by changing the weights of the criteria. In this study, user satisfaction, functionality, easy to learn and use, and information quality, have come out as important factors in mHealth application selection. The proposed method will help users as well as medical practitioners to select the proper mHealth application in this digital world.

Suggested Citation

  • Rajak, Manindra & Shaw, Krishnendu, 2019. "Evaluation and selection of mobile health (mHealth) applications using AHP and fuzzy TOPSIS," Technology in Society, Elsevier, vol. 59(C).
  • Handle: RePEc:eee:teinso:v:59:y:2019:i:c:s0160791x19301800
    DOI: 10.1016/j.techsoc.2019.101186
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    1. de Blok, Carolien & Meijboom, Bert & Luijkx, Katrien & Schols, Jos, 2013. "The human dimension of modular care provision: Opportunities for personalization and customization," International Journal of Production Economics, Elsevier, vol. 142(1), pages 16-26.
    2. Cheng, Ching-Hsue & Lin, Yin, 2002. "Evaluating the best main battle tank using fuzzy decision theory with linguistic criteria evaluation," European Journal of Operational Research, Elsevier, vol. 142(1), pages 174-186, October.
    3. Yupeng Liu & Yutao Yang & Yue Liu & Gwo-Hshiung Tzeng, 2019. "Improving Sustainable Mobile Health Care Promotion: A Novel Hybrid MCDM Method," Sustainability, MDPI, vol. 11(3), pages 1-29, January.
    4. Escobar-Rodríguez, T. & Carvajal-Trujillo, E., 2014. "Online purchasing tickets for low cost carriers: An application of the unified theory of acceptance and use of technology (UTAUT) model," Tourism Management, Elsevier, vol. 43(C), pages 70-88.
    5. Daim, Tugrul & Yates, Diane & Peng, Yicheng & Jimenez, Bertha, 2009. "Technology assessment for clean energy technologies: The case of the Pacific Northwest," Technology in Society, Elsevier, vol. 31(3), pages 232-243.
    6. Milad Shafii & Seyed Mostafa Hosseini & Mohammad Arab & Ezzatollah Asgharizadeh & Fereshteh Farzianpour, 2016. "Performance Analysis of Hospital Managers Using Fuzzy AHP and Fuzzy TOPSIS: Iranian Experience," Global Journal of Health Science, Canadian Center of Science and Education, vol. 8(2), pages 137-137, February.
    7. Barbara H. Wixom & Peter A. Todd, 2005. "A Theoretical Integration of User Satisfaction and Technology Acceptance," Information Systems Research, INFORMS, vol. 16(1), pages 85-102, March.
    8. Mehrpouya, Afshin & Samiolo, Rita, 2016. "Performance measurement in global governance: Ranking and the politics of variability," Accounting, Organizations and Society, Elsevier, vol. 55(C), pages 12-31.
    9. Khatir, Mohammad Valipour & Akbarzadeh, Zeinolabedin, 2019. "Elucidation of structural relationships of SWOT: A mixed method approach based on FMADM for formulating science and technology strategies," Technology in Society, Elsevier, vol. 56(C), pages 44-56.
    10. Grigoroudis, Evangelos & Litos, Charalambos & Moustakis, Vassilis A. & Politis, Yannis & Tsironis, Loukas, 2008. "The assessment of user-perceived web quality: Application of a satisfaction benchmarking approach," European Journal of Operational Research, Elsevier, vol. 187(3), pages 1346-1357, June.
    11. Razmak, Jamil & Bélanger, Charles H., 2017. "Comparing Canadian physicians and patients on their use of e-health tools," Technology in Society, Elsevier, vol. 51(C), pages 102-112.
    12. Chen, Chaojung & Watanabe, Chihiro & Griffy-Brown, Charla, 2007. "The co-evolution process of technological innovation—An empirical study of mobile phone vendors and telecommunication service operators in Japan," Technology in Society, Elsevier, vol. 29(1), pages 1-22.
    13. Wendy Currie & Jonathan J.M. Seddon, 2014. "A cross-national analysis of eHealth in the European Union: Some policy and research directions," Post-Print hal-01069994, HAL.
    14. Chen, Chen-Tung & Lin, Ching-Torng & Huang, Sue-Fn, 2006. "A fuzzy approach for supplier evaluation and selection in supply chain management," International Journal of Production Economics, Elsevier, vol. 102(2), pages 289-301, August.
    15. Khansa, Lara & Davis, Zachary & Davis, Heather & Chin, Andrea & Irvine, Heather & Nichols, Linda & Lang, Jeffry A. & MacMichael, Noah, 2016. "Health information technologies for patients with diabetes," Technology in Society, Elsevier, vol. 44(C), pages 1-9.
    16. Büyüközkan, Gülçin & Feyzioglu, Orhan & Nebol, Erdal, 2008. "Selection of the strategic alliance partner in logistics value chain," International Journal of Production Economics, Elsevier, vol. 113(1), pages 148-158, May.
    17. Chang, Yu-Hern & Yeh, Chung-Hsing, 2002. "A survey analysis of service quality for domestic airlines," European Journal of Operational Research, Elsevier, vol. 139(1), pages 166-177, May.
    18. Ertugrul Karsak, E. & Tolga, Ethem, 2001. "Fuzzy multi-criteria decision-making procedure for evaluating advanced manufacturing system investments," International Journal of Production Economics, Elsevier, vol. 69(1), pages 49-64, January.
    19. Li, Yushi (Boni) & James, Lauren & McKibben, Jamie, 2016. "Trust between physicians and patients in the e-health era," Technology in Society, Elsevier, vol. 46(C), pages 28-34.
    20. Grigoroudis, E. & Orfanoudaki, E. & Zopounidis, C., 2012. "Strategic performance measurement in a healthcare organisation: A multiple criteria approach based on balanced scorecard," Omega, Elsevier, vol. 40(1), pages 104-119, January.
    21. Park, Kisoo & Park, Jumin & Kwon, Young Dae & Kang, Yoonjeong & Noh, Jin-Won, 2016. "Public satisfaction with the healthcare system performance in South Korea: Universal healthcare system," Health Policy, Elsevier, vol. 120(6), pages 621-629.
    22. Govind Kharat, Manoj & Murthy, Shankar & Jaisingh Kamble, Sheetal & Raut, Rakesh D. & Kamble, Sachin S. & Govind Kharat, Mukesh, 2019. "Fuzzy multi-criteria decision analysis for environmentally conscious solid waste treatment and disposal technology selection," Technology in Society, Elsevier, vol. 57(C), pages 20-29.
    23. Spatar, Daria & Kok, Orhun & Basoglu, Nuri & Daim, Tugrul, 2019. "Adoption factors of electronic health record systems," Technology in Society, Elsevier, vol. 58(C).
    24. Chang, Yu-Hern & Yeh, Chung-Hsing & Wang, Shih-Yi, 2007. "A survey and optimization-based evaluation of development strategies for the air cargo industry," International Journal of Production Economics, Elsevier, vol. 106(2), pages 550-562, April.
    25. van der Geer, Eric & van Tuijl, Harrie F.J.M. & Rutte, Christel G., 2009. "Performance management in healthcare: Performance indicator development, task uncertainty, and types of performance indicators," Social Science & Medicine, Elsevier, vol. 69(10), pages 1523-1530, November.
    26. Kim, Suwon & Kim, Seongcheol, 2016. "A multi-criteria approach toward discovering killer IoT application in Korea," Technological Forecasting and Social Change, Elsevier, vol. 102(C), pages 143-155.
    27. Chou, Ying-Chyi & Hsu, Ying-Ying & Yen, Hsin-Yi, 2008. "Human resources for science and technology: Analyzing competitiveness using the analytic hierarchy process," Technology in Society, Elsevier, vol. 30(2), pages 141-153.
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