IDEAS home Printed from https://ideas.repec.org/a/eee/teinso/v59y2019ics0160791x19301800.html

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0160791X19301800
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techsoc.2019.101186?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    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. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. Spatar, Daria & Kok, Orhun & Basoglu, Nuri & Daim, Tugrul, 2019. "Adoption factors of electronic health record systems," Technology in Society, Elsevier, vol. 58(C).
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kannan, Devika & Jabbour, Ana Beatriz Lopes de Sousa & Jabbour, Charbel José Chiappetta, 2014. "Selecting green suppliers based on GSCM practices: Using fuzzy TOPSIS applied to a Brazilian electronics company," European Journal of Operational Research, Elsevier, vol. 233(2), pages 432-447.
    2. Dilşad Güzel & Hamit Erdal, 2015. "A Comparative Assesment of Facility Location Problem via fuzzy TOPSIS and fuzzy VIKOR: A Case Study on Security Services," International Journal of Business and Social Research, LAR Center Press, vol. 5(5), pages 49-61, May.
    3. Rajak, Manindra & Shaw, Krishnendu, 2021. "An extension of technology acceptance model for mHealth user adoption," Technology in Society, Elsevier, vol. 67(C).
    4. Harshitha Urs Ajjipura Shankar & Udaya Kumara Kodipalya Nanjappa & M. D. Alsulami & Ballajja C. Prasannakumara, 2022. "A Fuzzy AHP-Fuzzy TOPSIS Urged Baseline Aid for Execution Amendment of an Online Food Delivery Affability," Mathematics, MDPI, vol. 10(16), pages 1-24, August.
    5. Dilşad Güzel & Hamit Erdal, 2015. "A Comparative Assesment of Facility Location Problem via fuzzy TOPSIS and fuzzy VIKOR: A Case Study on Security Services," International Journal of Business and Social Research, MIR Center for Socio-Economic Research, vol. 5(5), pages 49-61, May.
    6. S. Mostafa Mokhtari & Hamid Alinejad-Rokny & Hossein Jalalifar, 2014. "Selection of the best well control system by using fuzzy multiple-attribute decision-making methods," Journal of Applied Statistics, Taylor & Francis Journals, vol. 41(5), pages 1105-1121, May.
    7. Chang, Yu-Hern & Yeh, Chung-Hsing, 2016. "Managing corporate social responsibility strategies of airports: The case of Taiwan’s Taoyuan International Airport Corporation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 92(C), pages 338-348.
    8. Kuttimani Tamilmani & Nripendra P. Rana & Robin Nunkoo & Vishnupriya Raghavan & Yogesh K. Dwivedi, 2022. "Indian Travellers’ Adoption of Airbnb Platform," Information Systems Frontiers, Springer, vol. 24(1), pages 77-96, February.
    9. Yeh, Chung-Hsing & Xu, Yan, 2013. "Managing critical success strategies for an enterprise resource planning project," European Journal of Operational Research, Elsevier, vol. 230(3), pages 604-614.
    10. Wei Zhang & Qingpu Zhang, 2014. "Multi-stage evaluation and selection in the formation process of complex creative solution," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(5), pages 2375-2404, September.
    11. Aydin, Nezir & Celik, Erkan & Gumus, Alev Taskin, 2015. "A hierarchical customer satisfaction framework for evaluating rail transit systems of Istanbul," Transportation Research Part A: Policy and Practice, Elsevier, vol. 77(C), pages 61-81.
    12. Kannan, Govindan & Pokharel, Shaligram & Sasi Kumar, P., 2009. "A hybrid approach using ISM and fuzzy TOPSIS for the selection of reverse logistics provider," Resources, Conservation & Recycling, Elsevier, vol. 54(1), pages 28-36.
    13. Chien-Wen Shen & Yen-Ting Peng & Chang-Shu Tu, 2019. "Multi-Criteria Decision-Making Techniques for Solving the Airport Ground Handling Service Equipment Vendor Selection Problem," Sustainability, MDPI, vol. 11(12), pages 1-21, June.
    14. Surajit Nath & Bijan Sarkar, 2018. "Decision system framework for performance evaluation of advanced manufacturing technology under fuzzy environment," OPSEARCH, Springer;Operational Research Society of India, vol. 55(3), pages 703-720, November.
    15. Bouzon, Marina & Govindan, Kannan & Rodriguez, Carlos M.Taboada & Campos, Lucila M.S., 2016. "Identification and analysis of reverse logistics barriers using fuzzy Delphi method and AHP," Resources, Conservation & Recycling, Elsevier, vol. 108(C), pages 182-197.
    16. 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.
    17. Pedro Palos-Sanchez & Jose Ramon Saura & Marisol B. Correia, 2021. "Do tourism applications’ quality and user experience influence its acceptance by tourists?," Review of Managerial Science, Springer, vol. 15(5), pages 1205-1241, July.
    18. Shuang Yao & Donghua Yu & Yan Song & Hao Yao & Yuzhen Hu & Benhai Guo, 2018. "Dry Bulk Carrier Investment Selection through a Dual Group Decision Fusing Mechanism in the Green Supply Chain," Sustainability, MDPI, vol. 10(12), pages 1-19, November.
    19. Scott, James & Ho, William & Dey, Prasanta K. & Talluri, Srinivas, 2015. "A decision support system for supplier selection and order allocation in stochastic, multi-stakeholder and multi-criteria environments," International Journal of Production Economics, Elsevier, vol. 166(C), pages 226-237.
    20. Lin, Sheng-Hau & Zhao, Xiaofeng & Wu, Jiuxing & Liang, Fachao & Li, Jia-Hsuan & Lai, Ren-Ji & Hsieh, Jing-Chzi & Tzeng, Gwo-Hshiung, 2021. "An evaluation framework for developing green infrastructure by using a new hybrid multiple attribute decision-making model for promoting environmental sustainability," Socio-Economic Planning Sciences, Elsevier, vol. 75(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:teinso:v:59:y:2019:i:c:s0160791x19301800. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/technology-in-society .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.