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A data-driven methodology for supporting resource planning of health services

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  • Stefanini, Alessandro
  • Aloini, Davide
  • Benevento, Elisabetta
  • Dulmin, Riccardo
  • Mininno, Valeria

Abstract

In recent years, healthcare systems have been forced to better organize their services in the final attempt to maximize both care effectiveness and efficiency. In particular, emergent trends are prompting hospitals to pay more attention to the effective and efficient planning of resources and to the creation of patient-centred services, in which current activities and resources are reorganized around patients.

Suggested Citation

  • Stefanini, Alessandro & Aloini, Davide & Benevento, Elisabetta & Dulmin, Riccardo & Mininno, Valeria, 2020. "A data-driven methodology for supporting resource planning of health services," Socio-Economic Planning Sciences, Elsevier, vol. 70(C).
    • Handle: RePEc:eee:soceps:v:70:y:2020:i:c:s0038012119300084
    DOI: 10.1016/j.seps.2019.100744
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    1. Beraldi, P. & Bruni, M. E. & Conforti, D., 2004. "Designing robust emergency medical service via stochastic programming," European Journal of Operational Research, Elsevier, vol. 158(1), pages 183-193, October.
    2. Edvardsson, Bo, 1997. "Quality in new service development: Key concepts and a frame of reference," International Journal of Production Economics, Elsevier, vol. 52(1-2), pages 31-46, October.
    3. Peter Hulshof & Richard Boucherie & Erwin Hans & Johann Hurink, 2013. "Tactical resource allocation and elective patient admission planning in care processes," Health Care Management Science, Springer, vol. 16(2), pages 152-166, June.
    4. Oddoye, J.P. & Jones, D.F. & Tamiz, M. & Schmidt, P., 2009. "Combining simulation and goal programming for healthcare planning in a medical assessment unit," European Journal of Operational Research, Elsevier, vol. 193(1), pages 250-261, February.
    5. Semih Yalçindag & Paola Cappanera & Maria Grazia Scutellà & Evren Sahin & Andrea Matta, 2016. "Pattern-based decompositions for human resource planning in home health care services," Post-Print hal-01736734, HAL.
    6. Erwin W. Hans & Mark Houdenhoven & Peter J. H. Hulshof, 2012. "A Framework for Healthcare Planning and Control," International Series in Operations Research & Management Science, in: Randolph Hall (ed.), Handbook of Healthcare System Scheduling, chapter 0, pages 303-320, Springer.
    7. Keel, George & Savage, Carl & Rafiq, Muhammad & Mazzocato, Pamela, 2017. "Time-driven activity-based costing in health care: A systematic review of the literature," Health Policy, Elsevier, vol. 121(7), pages 755-763.
    8. James E. Stahl & David Rattner & Richard Wiklund & Jessica Lester & Molly Beinfeld & G. Scott Gazelle, 2004. "Reorganizing the System of Care Surrounding Laparoscopic Surgery: A Cost-Effectiveness Analysis Using Discrete-Event Simulation," Medical Decision Making, , vol. 24(5), pages 461-471, October.
    9. Michael Thorwarth & Wael Rashwan & Amr Arisha, 2016. "An analytical representation of flexible resource allocation in hospitals," Flexible Services and Manufacturing Journal, Springer, vol. 28(1), pages 148-165, June.
    10. Gad Vitner, 2015. "Bill of Services (BOS): A Managing Tool for Service Organizations," International Journal of Information Systems in the Service Sector (IJISSS), IGI Global, vol. 7(2), pages 18-36, April.
    11. Dobrzykowski, David & Saboori Deilami, Vafa & Hong, Paul & Kim, Seung-Chul, 2014. "A structured analysis of operations and supply chain management research in healthcare (1982–2011)," International Journal of Production Economics, Elsevier, vol. 147(PB), pages 514-530.
    12. R Ashton & L Hague & M Brandreth & D Worthington & S Cropper, 2005. "A simulation-based study of a NHS Walk-in Centre," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(2), pages 153-161, February.
    13. Thomas Rohleder & Diane Bischak & Leland Baskin, 2007. "Modeling patient service centers with simulation and system dynamics," Health Care Management Science, Springer, vol. 10(1), pages 1-12, February.
    14. Demeere, Nathalie & Stouthuysen, Kristof & Roodhooft, Filip, 2009. "Time-driven activity-based costing in an outpatient clinic environment: Development, relevance and managerial impact," Health Policy, Elsevier, vol. 92(2-3), pages 296-304, October.
    15. Jakob Trischler & Donald Robert Scott, 2016. "Designing Public Services: The usefulness of three service design methods for identifying user experiences," Public Management Review, Taylor & Francis Journals, vol. 18(5), pages 718-739, May.
    16. Filippo Visintin & Paola Cappanera & Carlo Banditori, 2016. "Evaluating the impact of flexible practices on the master surgical scheduling process: an empirical analysis," Flexible Services and Manufacturing Journal, Springer, vol. 28(1), pages 182-205, June.
    17. Casucci, Sabrina & Lin, Li & Nikolaev, Alexander, 2018. "Modeling the impact of care transition programs on patient outcomes and 30 day hospital readmissions," Socio-Economic Planning Sciences, Elsevier, vol. 63(C), pages 70-79.
    18. Bokhorst, Jos A.C. & van der Vaart, Taco, 2018. "Acute medical unit design – The impact of rearranged patient flows," Socio-Economic Planning Sciences, Elsevier, vol. 62(C), pages 75-83.
    19. Yong-Hong Kuo & Omar Rado & Benedetta Lupia & Janny M. Y. Leung & Colin A. Graham, 2016. "Improving the efficiency of a hospital emergency department: a simulation study with indirectly imputed service-time distributions," Flexible Services and Manufacturing Journal, Springer, vol. 28(1), pages 120-147, June.
    20. Xiang Zhong & Jie Song & Jingshan Li & Susan M. Ertl & Lauren Fiedler, 2016. "Design and analysis of gastroenterology (GI) clinic in Digestive Health Center of University of Wisconsin Health," Flexible Services and Manufacturing Journal, Springer, vol. 28(1), pages 90-119, June.
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