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A probabilistic model for predicting the probability of no-show in hospital appointments

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  • Adel Alaeddini
  • Kai Yang
  • Chandan Reddy
  • Susan Yu

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  • Adel Alaeddini & Kai Yang & Chandan Reddy & Susan Yu, 2011. "A probabilistic model for predicting the probability of no-show in hospital appointments," Health Care Management Science, Springer, vol. 14(2), pages 146-157, June.
    • Handle: RePEc:kap:hcarem:v:14:y:2011:i:2:p:146-157
    DOI: 10.1007/s10729-011-9148-9
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    References listed on IDEAS

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    1. Chrwan-Jyh Ho & Hon-Shiang Lau, 1992. "Minimizing Total Cost in Scheduling Outpatient Appointments," Management Science, INFORMS, vol. 38(12), pages 1750-1764, December.
    2. Santanu Chakraborty & Kumar Muthuraman & Mark Lawley, 2010. "Sequential clinical scheduling with patient no-shows and general service time distributions," IISE Transactions, Taylor & Francis Journals, vol. 42(5), pages 354-366.
    3. Refael Hassin & Sharon Mendel, 2008. "Scheduling Arrivals to Queues: A Single-Server Model with No-Shows," Management Science, INFORMS, vol. 54(3), pages 565-572, March.
    4. K J Glowacka & R M Henry & J H May, 2009. "A hybrid data mining/simulation approach for modelling outpatient no-shows in clinic scheduling," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(8), pages 1056-1068, August.
    5. Bo Zeng & Ayten Turkcan & Ji Lin & Mark Lawley, 2010. "Clinic scheduling models with overbooking for patients with heterogeneous no-show probabilities," Annals of Operations Research, Springer, vol. 178(1), pages 121-144, July.
    6. Cote, Murray J., 1999. "Patient flow and resource utilization in an outpatient clinic," Socio-Economic Planning Sciences, Elsevier, vol. 33(3), pages 231-245, September.
    7. Bech, Mickael, 2005. "The economics of non-attendance and the expected effect of charging a fine on non-attendees," Health Policy, Elsevier, vol. 74(2), pages 181-191, October.
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    Citations

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    Cited by:

    1. J. Dunstan & F. Villena & J.P. Hoyos & V. Riquelme & M. Royer & H. Ramírez & J. Peypouquet, 2023. "Predicting no-show appointments in a pediatric hospital in Chile using machine learning," Health Care Management Science, Springer, vol. 26(2), pages 313-329, June.
    2. Dantas, Leila F. & Fleck, Julia L. & Cyrino Oliveira, Fernando L. & Hamacher, Silvio, 2018. "No-shows in appointment scheduling – a systematic literature review," Health Policy, Elsevier, vol. 122(4), pages 412-421.
    3. Mi Young Suk & Bomgyeol Kim & Sang Gyu Lee & Chang Hoon You & Tae Hyun Kim, 2021. "Evaluation of Patient No-Shows in a Tertiary Hospital: Focusing on Modes of Appointment-Making and Type of Appointment," IJERPH, MDPI, vol. 18(6), pages 1-14, March.
    4. Kazim Topuz & Hasmet Uner & Asil Oztekin & Mehmet Bayram Yildirim, 2018. "Predicting pediatric clinic no-shows: a decision analytic framework using elastic net and Bayesian belief network," Annals of Operations Research, Springer, vol. 263(1), pages 479-499, April.
    5. Ulla Vaeggemose & Emely Ek Blæhr & Anne Marie L. Thomsen & Viola Burau & Pia Vedel Ankersen & Stina Lou, 2020. "Fine for non‐attendance in public hospitals in Denmark: A survey of non‐attenders' reasons and attitudes," International Journal of Health Planning and Management, Wiley Blackwell, vol. 35(5), pages 1055-1064, September.
    6. Simsek, Serhat & Dag, Ali & Tiahrt, Thomas & Oztekin, Asil, 2021. "A Bayesian Belief Network-based probabilistic mechanism to determine patient no-show risk categories," Omega, Elsevier, vol. 100(C).
    7. Dina Bentayeb & Nadia Lahrichi & Louis-Martin Rousseau, 2019. "Patient scheduling based on a service-time prediction model: a data-driven study for a radiotherapy center," Health Care Management Science, Springer, vol. 22(4), pages 768-782, December.

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