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Evaluation of smart long-term care information strategy portfolio decision model: the national healthcare environment in Taiwan

Author

Listed:
  • Chih-Hao Yang

    (Ming Chuan University)

  • Yen-Chi Chen

    (National Taipei University of Business)

  • Wei Hsu

    (National Taipei University of Nursing and Health Sciences)

  • Yu-Hui Chen

    (National Defense University)

Abstract

A globally aging population results in the long-term care of people with chronic illnesses, affecting the living quality of the elderly. Integrating smart technology and long-term care services will enhance and maximize healthcare quality, while planning a smart long-term care information strategy could satisfy the variety of care demands regarding hospitals, home-care institutions, and communities. The evaluation of a smart long-term care information strategy is necessary to develop smart long-term care technology. This study applies a hybrid Multi-Criteria Decision-Making (MCDM) method, which uses the Decision-Making Trial and Evaluation Laboratory (DEMATEL) integrated with the Analytic Network Process (ANP) for ranking and priority of a smart long-term care information strategy. In addition, this study considers the various resource constraints (budget, network platform cost, training time, labor cost-saving ratio, and information transmission efficiency) into the Zero–one Goal Programming (ZOGP) model to capture the optimal smart long-term care information strategy portfolios. The results of this study indicate that a hybrid MCDM decision model can provide decision-makers with the optimal service platform selection for a smart long-term care information strategy that can maximize information service benefits and allocate constrained resources most efficiently.

Suggested Citation

  • Chih-Hao Yang & Yen-Chi Chen & Wei Hsu & Yu-Hui Chen, 2023. "Evaluation of smart long-term care information strategy portfolio decision model: the national healthcare environment in Taiwan," Annals of Operations Research, Springer, vol. 326(1), pages 505-536, July.
  • Handle: RePEc:spr:annopr:v:326:y:2023:i:1:d:10.1007_s10479-023-05358-7
    DOI: 10.1007/s10479-023-05358-7
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    1. A. Charnes & W. W. Cooper & R. O. Ferguson, 1955. "Optimal Estimation of Executive Compensation by Linear Programming," Management Science, INFORMS, vol. 1(2), pages 138-151, January.
    2. Maarse, J.A.M. (Hans) & Jeurissen, P.P. (Patrick), 2016. "The policy and politics of the 2015 long-term care reform in the Netherlands," Health Policy, Elsevier, vol. 120(3), pages 241-245.
    3. Simic, Vladimir & Gokasar, Ilgin & Deveci, Muhammet & Karakurt, Ahmet, 2022. "An integrated CRITIC and MABAC based type-2 neutrosophic model for public transportation pricing system selection," Socio-Economic Planning Sciences, Elsevier, vol. 80(C).
    4. Toms, G. & Verity, F. & Orrell, A., 2019. "Social care technologies for older people: Evidence for instigating a broader and more inclusive dialogue," Technology in Society, Elsevier, vol. 58(C).
    5. Denicolai, Stefano & Previtali, Pietro, 2020. "Precision Medicine: Implications for value chains and business models in life sciences," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    6. Teymourifar, Aydin & Kaya, Onur & Ozturk, Gurkan, 2021. "Contracting models for pricing and capacity decisions in healthcare systems," Omega, Elsevier, vol. 100(C).
    7. Papa, Armando & Mital, Monika & Pisano, Paola & Del Giudice, Manlio, 2020. "E-health and wellbeing monitoring using smart healthcare devices: An empirical investigation," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    8. Mulhern, Brendan & Norman, Richard & De Abreu Lourenco, Richard & Malley, Juliette & Street, Deborah & Viney, Rosalie, 2019. "Investigating the relative value of health and social care related quality of life using a discrete choice experiment," Social Science & Medicine, Elsevier, vol. 233(C), pages 28-37.
    9. Kengpol, Athakorn & Meethom, Warapoj & Tuominen, Markku, 2012. "The development of a decision support system in multimodal transportation routing within Greater Mekong sub-region countries," International Journal of Production Economics, Elsevier, vol. 140(2), pages 691-701.
    10. Ker, Jun-Ing & Wang, Yichuan & Hajli, Nick, 2018. "Examining the impact of health information systems on healthcare service improvement: The case of reducing in patient-flow delays in a U.S. hospital," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 188-198.
    11. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    12. Lopes, Hugo & Mateus, Céu & Hernández-Quevedo, Cristina, 2018. "Ten Years after the Creation of the Portuguese National Network for Long-Term Care in 2006: Achievements and Challenges," Health Policy, Elsevier, vol. 122(3), pages 210-216.
    13. Kim, Hongsoo & Kwon, Soonman & Yoon, Nan-He & Hyun, Kyung-Rae, 2013. "Utilization of long-term care services under the public long-term care insurance program in Korea: Implications of a subsidy policy," Health Policy, Elsevier, vol. 111(2), pages 166-174.
    14. Moses, Aditya & Sharma, Amalesh, 2020. "What drives human resource acquisition and retention in social enterprises? An empirical investigation in the healthcare industry in an emerging market," Journal of Business Research, Elsevier, vol. 107(C), pages 76-88.
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