IDEAS home Printed from https://ideas.repec.org/a/spr/annopr/v326y2023i1d10.1007_s10479-023-05358-7.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10479-023-05358-7
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10479-023-05358-7?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 search for a different version of it.

    References listed on IDEAS

    as
    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. 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.
    4. 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.
    5. 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.
    6. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    7. 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.
    8. 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).
    9. 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).
    10. 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).
    11. Teymourifar, Aydin & Kaya, Onur & Ozturk, Gurkan, 2021. "Contracting models for pricing and capacity decisions in healthcare systems," Omega, Elsevier, vol. 100(C).
    12. 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.
    13. 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).
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Tien Son Nguyen & Jen-Ming Chen & Shih-Hsien Tseng & Li-Fen Lin, 2023. "Key Factors for a Successful OBM Transformation with DEMATEL–ANP," Mathematics, MDPI, vol. 11(11), pages 1-18, May.

    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. Stamenkovska, Ivana Janeska & Dimitrievski, Dragi & Erjavec, Emil & Stojcheska, Aleksandra Martinovska & Zgajnar, Jaka, 2014. "A weighted goal programming model for vegetable production planning in Republic of Macedonia," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 182967, European Association of Agricultural Economists.
    2. Helena Gaspars-Wieloch & Dominik Gawroński, 2024. "How can one improve SAW and max-min multi-criteria rankings based on uncertain decision rules?," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 34(1), pages 131-148.
    3. Sumpsi, JoseMaria & Amador, Francisco & Romero, Carlos, 1997. "On farmers' objectives: A multi-criteria approach," European Journal of Operational Research, Elsevier, vol. 96(1), pages 64-71, January.
    4. Benítez-Fernández, Amalia & Ruiz, Francisco, 2020. "A Meta-Goal Programming approach to cardinal preferences aggregation in multicriteria problems," Omega, Elsevier, vol. 94(C).
    5. Jerónimo Aznar & Francisco Guijarro & José Moreno-Jiménez, 2011. "Mixed valuation methods: a combined AHP-GP procedure for individual and group multicriteria agricultural valuation," Annals of Operations Research, Springer, vol. 190(1), pages 221-238, October.
    6. Chih-Hao Yang & Hsiu-Li Lee & Wen-Hsien Tsai & Sophia Chuang, 2020. "Sustainable Smart Healthcare Information Portfolio Strategy Evaluation: An Integrated Activity-Based Costing Decision Model," Sustainability, MDPI, vol. 12(24), pages 1-15, December.
    7. Dini, Niloofar & Yaghoubi, Saeed & Bahrami, Hamideh, 2025. "Logistics Performance Index-driven in operational planning for logistics companies: A smart transportation approach," Transport Policy, Elsevier, vol. 160(C), pages 42-62.
    8. Chih-Hao Yang & Yen-Yu Liu & Chia-Hsin Chiang & Ya-Wen Su, 2023. "National IoMT platform strategy portfolio decision model under the COVID-19 environment: based on the financial and non-financial value view," Annals of Operations Research, Springer, vol. 328(1), pages 1151-1179, September.
    9. Roberto Cervelló-Royo & Francisco Guijarro & Victor Martinez-Gomez, 2019. "Social Performance considered within the global performance of Microfinance Institutions: a new approach," Operational Research, Springer, vol. 19(3), pages 737-755, September.
    10. Mallikarjun, Sreekanth & Lewis, Herbert F., 2014. "Energy technology allocation for distributed energy resources: A strategic technology-policy framework," Energy, Elsevier, vol. 72(C), pages 783-799.
    11. Banai, Reza, 2010. "Evaluation of land use-transportation systems with the Analytic Network Process," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 3(1), pages 85-112.
    12. Fatih Yiğit & Şakir Esnaf, 2021. "A new Fuzzy C-Means and AHP-based three-phased approach for multiple criteria ABC inventory classification," Journal of Intelligent Manufacturing, Springer, vol. 32(6), pages 1517-1528, August.
    13. Rachele Corticelli & Margherita Pazzini & Cecilia Mazzoli & Claudio Lantieri & Annarita Ferrante & Valeria Vignali, 2022. "Urban Regeneration and Soft Mobility: The Case Study of the Rimini Canal Port in Italy," Sustainability, MDPI, vol. 14(21), pages 1-27, November.
    14. 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).
    15. Kara, Karahan & Yalçın, Galip Cihan & Akagün Ergin, Elif & Simic, Vladimir & Pamucar, Dragan, 2024. "A neutrosophic WENSLO-ARLON model for measuring sustainable brand equity performance," Socio-Economic Planning Sciences, Elsevier, vol. 94(C).
    16. Pishchulov, Grigory & Trautrims, Alexander & Chesney, Thomas & Gold, Stefan & Schwab, Leila, 2019. "The Voting Analytic Hierarchy Process revisited: A revised method with application to sustainable supplier selection," International Journal of Production Economics, Elsevier, vol. 211(C), pages 166-179.
    17. Wojtek Michalowski & Włodzimierz Ogryczak, 2001. "Extending the MAD portfolio optimization model to incorporate downside risk aversion," Naval Research Logistics (NRL), John Wiley & Sons, vol. 48(3), pages 185-200, April.
    18. Seung-Jin Han & Won-Jae Lee & So-Hee Kim & Sang-Hoon Yoon & Hyunwoong Pyun, 2022. "Assessing Expected Long-term Benefits for the Olympic Games: Delphi-AHP Approach from Korean Olympic Experts," SAGE Open, , vol. 12(4), pages 21582440221, December.
    19. Denys Yemshanov & Frank H. Koch & Yakov Ben‐Haim & Marla Downing & Frank Sapio & Marty Siltanen, 2013. "A New Multicriteria Risk Mapping Approach Based on a Multiattribute Frontier Concept," Risk Analysis, John Wiley & Sons, vol. 33(9), pages 1694-1709, September.
    20. Mangla, Sachin Kumar & Srivastava, Praveen Ranjan & Eachempati, Prajwal & Tiwari, Aviral Kumar, 2024. "Exploring the impact of key performance factors on energy markets: From energy risk management perspectives," Energy Economics, Elsevier, vol. 131(C).

    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:spr:annopr:v:326:y:2023:i:1:d:10.1007_s10479-023-05358-7. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.