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Analysis and forecast of donations at domestic hunger relief organizations impacted by natural disasters

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  • Pérez, Eduardo
  • Marthak, Yash V.
  • Méndez Mediavilla, Francis A.

Abstract

Food banks are non-profit, charitable organizations that distribute food and products to people in need. Food bank facilities become disaster relief centers after natural disasters. The uncertainty associated with the arrival of donations and demand make the planning and operations of food banks challenging during the disaster relief period. The goal of this research is to analyse and forecast the amount of donations received by food bank facilities in the U.S. when operating as disaster relief centers. This paper analyses the donations received by two food bank facilities affected by Hurricane Harvey in 2017. An extensive numerical study is performed that compares the donation behavior at each facility before and after the hurricane event. Multiple forecasting models are evaluated to determine their accuracy in predicting the observed behavior. The results show that under disaster operations, the best performing techniques for both food banks were smoothing techniques (i.e., CMA and Holt) and econometric models.

Suggested Citation

  • Pérez, Eduardo & Marthak, Yash V. & Méndez Mediavilla, Francis A., 2023. "Analysis and forecast of donations at domestic hunger relief organizations impacted by natural disasters," Socio-Economic Planning Sciences, Elsevier, vol. 86(C).
    • Handle: RePEc:eee:soceps:v:86:y:2023:i:c:s0038012122002713
    DOI: 10.1016/j.seps.2022.101470
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    References listed on IDEAS

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    1. Nikolopoulos, Konstantinos, 2021. "We need to talk about intermittent demand forecasting," European Journal of Operational Research, Elsevier, vol. 291(2), pages 549-559.
    2. Caleb Phillips & Rhonda Hoenigman & Becky Higbee & Tom Reed, 2013. "Understanding the Sustainability of Retail Food Recovery," PLOS ONE, Public Library of Science, vol. 8(10), pages 1-9, October.
    3. Mohammad M. Habibpour & Mathieu Peiffer & Roland Pepermans & Marc Jegers, 2018. "How giving affects giving: a long-term analysis of donations," Applied Economics, Taylor & Francis Journals, vol. 50(21), pages 2402-2413, May.
    4. Altay, Nezih & Narayanan, Arunachalam, 2022. "Forecasting in humanitarian operations: Literature review and research needs," International Journal of Forecasting, Elsevier, vol. 38(3), pages 1234-1244.
    5. Zhanguo Zhu & Feng Chu & Alexandre Dolgui & Chengbin Chu & Wei Zhou & Selwyn Piramuthu, 2018. "Recent advances and opportunities in sustainable food supply chain: a model-oriented review," International Journal of Production Research, Taylor & Francis Journals, vol. 56(17), pages 5700-5722, September.
    6. Fianu, Sefakor & Davis, Lauren B., 2018. "A Markov decision process model for equitable distribution of supplies under uncertainty," European Journal of Operational Research, Elsevier, vol. 264(3), pages 1101-1115.
    7. Valerie Tarasuk & Joan Eakin, 2005. "Food assistance through “surplus” food: Insights from an ethnographic study of food bank work," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 22(2), pages 177-186, June.
    8. Mohan, S. & Gopalakrishnan, M. & Mizzi, P.J., 2013. "Improving the efficiency of a non-profit supply chain for the food insecure," International Journal of Production Economics, Elsevier, vol. 143(2), pages 248-255.
    9. Yash V. Marthak & Eduardo Pérez & Francis A. Méndez Mediavilla, 2021. "A stochastic programming model for tactical product prepositioning at domestic hunger relief organizations impacted by natural hazards," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 107(3), pages 2263-2291, July.
    10. Altay, Nezih & Litteral, Lewis A. & Rudisill, Frank, 2012. "Effects of correlation on intermittent demand forecasting and stock control," International Journal of Production Economics, Elsevier, vol. 135(1), pages 275-283.
    11. Jarrett Chapman & Lauren B. Davis & Funda Samanlioglu & Xiuli Qu, 2014. "Evaluating the Effectiveness of Pre-Positioning Policies in Response to Natural Disasters," International Journal of Operations Research and Information Systems (IJORIS), IGI Global, vol. 5(2), pages 86-100, April.
    12. Ibrahim, Rouba & Ye, Han & L’Ecuyer, Pierre & Shen, Haipeng, 2016. "Modeling and forecasting call center arrivals: A literature survey and a case study," International Journal of Forecasting, Elsevier, vol. 32(3), pages 865-874.
    13. Jon M. Stauffer & Manoj Vanajakumari & Subodha Kumar & Theresa Mangapora, 2022. "Achieving equitable food security: How can food bank mobile pantries fill this humanitarian need," Production and Operations Management, Production and Operations Management Society, vol. 31(4), pages 1802-1821, April.
    14. Tarasuk, Valerie & Eakin, Joan M., 2003. "Charitable food assistance as symbolic gesture: an ethnographic study of food banks in Ontario," Social Science & Medicine, Elsevier, vol. 56(7), pages 1505-1515, April.
    15. Irem Sengul Orgut & Julie Ivy & Reha Uzsoy & James R. Wilson, 2016. "Modeling for the equitable and effective distribution of donated food under capacity constraints," IISE Transactions, Taylor & Francis Journals, vol. 48(3), pages 252-266, March.
    16. Davis, Lauren B. & Jiang, Steven X. & Morgan, Shona D. & Nuamah, Isaac A. & Terry, Jessica R., 2016. "Analysis and prediction of food donation behavior for a domestic hunger relief organization," International Journal of Production Economics, Elsevier, vol. 182(C), pages 26-37.
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