Abstract
This chapter covers applications focusing on multiple criteria analysis. Six applications covering healthcare decisions are reviewed involving decisions of breast cancer screening, colorectal cancer treatment choice, selection of a senior center, diabetes/heart treatment selection, disease management, and breast cancer facility location.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Ayvaci MUS, Alagoz O, Ahsen ME, Burnside ES (2018) Preference-sensitive management of post-mammography decisions in breast cancer diagnosis. Prod Oper Manag 27(12):2313–2338
Cooper WW, Seiford KT (2006) Introduction to data envelopment analysis and its uses. Kluwer Academic Publishers, Boston
Diaz Ochoa JG, Csiszár O, Schimper T (2021) Medical recommender systems based on continuous-valued logic and multi-criteria decision operators, using interpretable neural networks. BMC Med Inform Decis Mak 21(186):1–15
Krohn R, Müller S, Haase K (2021) Preventive healthcare facility location planning with quality-conscious clients. OR Spectr 43:59–87
McNeil BJ, Weichselbaum R, Pauker SG (1978) Fallacy of the five-year survival in lung cancer. N Engl J Med 25:1397–1401
Pinazo M-J, Cidoncha A, Gopal G, Moriana RS, Torrico F, Gascon J (2021) Multi-criteria decision analysis approach for strategy scale-up with application to Chagas disease management in Bolivia. PLoS Negl Trop Dis 15(3):1–14
Sava MG, Vargas LG, May JH, Dolan JG (2020) An analysis of the sensitivity and stability of patients’ preferences can lead to more appropriate medical decisions. Ann Oper Res 293:863–901
Shih HS (2016) A mixed-data evaluation in group TOPSIS with differentiated decision power. Group Decis Negot 25:537–565
Zhuang Z-Y, Su C-R, Chang S-C (2019) The effectiveness of IF-MADM (intuitionistic-fuzzy multi-attribut3 decision-making) for group decisions: methods and an empirical assessment for the selection of a senior center. Technol Econ Dev Econ 25(2):322–364
Author information
Authors and Affiliations
Rights and permissions
Copyright information
© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this chapter
Cite this chapter
Olson, D.L., Araz, Ö.M. (2023). Multiple Criteria Decision Models in Healthcare. In: Data Mining and Analytics in Healthcare Management. International Series in Operations Research & Management Science, vol 341. Springer, Cham. https://doi.org/10.1007/978-3-031-28113-6_11
Download citation
DOI: https://doi.org/10.1007/978-3-031-28113-6_11
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-28112-9
Online ISBN: 978-3-031-28113-6
eBook Packages: Business and ManagementBusiness and Management (R0)