IDEAS home Printed from https://ideas.repec.org/a/eee/intfor/v38y2022i3p1175-1184.html
   My bibliography  Save this article

Using scenarios to forecast outcomes of a refugee crisis

Author

Listed:
  • Wicke, Lars
  • Dhami, Mandeep K.
  • Önkal, Dilek
  • Belton, Ian K.

Abstract

The Syrian civil war has led to millions of Syrians fleeing the country, and has resulted in a humanitarian crisis. By considering how such socio-political events may unfold, scenarios can lead to informed forecasts that can be used for decision-making. We examined the relationship between scenarios and forecasts in the context of the Syrian refugee crisis. Forty Turkish students who had been trained to use a brainstorming technique generated scenarios that might follow within six months of the Turkish government banning Syrian refugees from entering the country. The participants generated 3–6 scenarios. Over half were rated as ‘high’ quality in terms of completeness, relevance/pertinence, plausibility, coherence, and transparency (order effects). The scenario quality was unaffected by the scenario quantity. Even though no forecasts were requested, the participants’ first scenarios contained 0–17 forecasts. The mean forecast accuracy was 45%, and this was unaffected by the forecast quantity. Therefore, brainstorming can offer a simple and quick way of generating scenarios and forecasts that can potentially help decision-makers to tackle humanitarian crises.

Suggested Citation

  • Wicke, Lars & Dhami, Mandeep K. & Önkal, Dilek & Belton, Ian K., 2022. "Using scenarios to forecast outcomes of a refugee crisis," International Journal of Forecasting, Elsevier, vol. 38(3), pages 1175-1184.
  • Handle: RePEc:eee:intfor:v:38:y:2022:i:3:p:1175-1184
    DOI: 10.1016/j.ijforecast.2019.05.017
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0169207019301955
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ijforecast.2019.05.017?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. repec:cup:judgdm:v:11:y:2016:i:5:p:509-526 is not listed on IDEAS
    2. Zhou, Qun & Tesfatsion, Leigh S. & Liu, Chen-Ching, 2009. "Scenario Generation for Price Forecasting in Restructured Wholesale Power Markets," Staff General Research Papers Archive 13071, Iowa State University, Department of Economics.
    3. repec:eee:intfor:v:27:y:2011:i:1:p:1-13 is not listed on IDEAS
    4. Simplice A. Asongu & Jacinta C. Nwachukwu, 2016. "Revolution empirics: predicting the Arab Spring," Empirical Economics, Springer, vol. 51(2), pages 439-482, September.
    5. Kees Biekart & Asef Bayat, 2013. "The Arab Spring and its Surprises," Development and Change, International Institute of Social Studies, vol. 44(3), pages 587-601, May.
    6. Bunn, Derek W. & Salo, Ahti A., 1993. "Forecasting with scenarios," European Journal of Operational Research, Elsevier, vol. 68(3), pages 291-303, August.
    7. Önkal, Dilek & Sayım, Kadire Zeynep & Gönül, Mustafa Sinan, 2013. "Scenarios as channels of forecast advice," Technological Forecasting and Social Change, Elsevier, vol. 80(4), pages 772-788.
    8. Wright, George & Rowe, Gene, 2011. "Group-based judgmental forecasting: An integration of extant knowledge and the development of priorities for a new research agenda," International Journal of Forecasting, Elsevier, vol. 27(1), pages 1-13, January.
    9. Schnaars, Steven P. & Topol, Martin T., 1987. "The use of multiple scenarios in sales forecasting: An empirical test," International Journal of Forecasting, Elsevier, vol. 3(3-4), pages 405-419.
    10. Wright, George & Goodwin, Paul, 2009. "Decision making and planning under low levels of predictability: Enhancing the scenario method," International Journal of Forecasting, Elsevier, vol. 25(4), pages 813-825, October.
    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. Rostami-Tabar, Bahman & Ali, Mohammad M. & Hong, Tao & Hyndman, Rob J. & Porter, Michael D. & Syntetos, Aris, 2022. "Forecasting for social good," International Journal of Forecasting, Elsevier, vol. 38(3), pages 1245-1257.

    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. Petropoulos, Fotios & Apiletti, Daniele & Assimakopoulos, Vassilios & Babai, Mohamed Zied & Barrow, Devon K. & Ben Taieb, Souhaib & Bergmeir, Christoph & Bessa, Ricardo J. & Bijak, Jakub & Boylan, Joh, 2022. "Forecasting: theory and practice," International Journal of Forecasting, Elsevier, vol. 38(3), pages 705-871.
      • Fotios Petropoulos & Daniele Apiletti & Vassilios Assimakopoulos & Mohamed Zied Babai & Devon K. Barrow & Souhaib Ben Taieb & Christoph Bergmeir & Ricardo J. Bessa & Jakub Bijak & John E. Boylan & Jet, 2020. "Forecasting: theory and practice," Papers 2012.03854, arXiv.org, revised Jan 2022.
    2. Crawford, Megan M. & Wright, George, 2022. "The value of mass-produced COVID-19 scenarios: A quality evaluation of development processes and scenario content," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    3. Önkal, Dilek & Sinan Gönül, M. & Goodwin, Paul & Thomson, Mary & Öz, Esra, 2017. "Evaluating expert advice in forecasting: Users’ reactions to presumed vs. experienced credibility," International Journal of Forecasting, Elsevier, vol. 33(1), pages 280-297.
    4. Robert Fildes, 2022. "Scenarios, strategic conversations, and forecasting: A commentary on Rowland and Spaniol (2021)," Futures & Foresight Science, John Wiley & Sons, vol. 4(1), March.
    5. Zanoli, Raffaele & Gambelli, Danilo & Vairo, Daniela, 2012. "Scenarios of the organic food market in Europe," Food Policy, Elsevier, vol. 37(1), pages 41-57.
    6. Anyu Liu & Laura Vici & Vicente Ramos & Sauveur Giannoni & Adam Blake, 2021. "Visitor arrivals forecasts amid COVID-19: A perspective from the Europe team," Post-Print hal-04653783, HAL.
    7. Liu, Anyu & Vici, Laura & Ramos, Vicente & Giannoni, Sauveur & Blake, Adam, 2021. "Visitor arrivals forecasts amid COVID-19: A perspective from the Europe team," Annals of Tourism Research, Elsevier, vol. 88(C).
    8. Perera, H. Niles & Hurley, Jason & Fahimnia, Behnam & Reisi, Mohsen, 2019. "The human factor in supply chain forecasting: A systematic review," European Journal of Operational Research, Elsevier, vol. 274(2), pages 574-600.
    9. Shari De Baets & Dilek Önkal & Wasim Ahmed, 2022. "Do Risky Scenarios Affect Forecasts of Savings and Expenses?," Forecasting, MDPI, vol. 4(1), pages 1-28, February.
    10. Goodwin, Paul & Gönül, M. Sinan & Önkal, Dilek, 2019. "When providing optimistic and pessimistic scenarios can be detrimental to judgmental demand forecasts and production decisions," European Journal of Operational Research, Elsevier, vol. 273(3), pages 992-1004.
    11. Simplice A. Asongu & Nicholas M. Odhiambo, 2020. "Insurance Policy Thresholds for Economic Growth in Africa," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 32(3), pages 672-689, July.
    12. Simplice A. Asongu & Joseph I. Uduji & Elda N. Okolo‐Obasi, 2020. "Drivers and Persistence of Death in Conflicts: Global Evidence," World Affairs, John Wiley & Sons, vol. 183(4), pages 389-429, December.
    13. Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "Economic Development Thresholds for a Green Economy in Sub-Saharan Africa," Working Papers of the African Governance and Development Institute. 19/010, African Governance and Development Institute..
    14. Asongu, Simplice & Tchamyou, Vanessa & Asongu, Ndemaze & Tchamyou, Nina, 2018. "The Comparative African Economics of Governance in Fighting Terrorism," MPRA Paper 92346, University Library of Munich, Germany.
    15. Simplice A. Asongu & Nicholas Biekpe, 2018. "Globalization and terror in Africa," International Economics, CEPII research center, issue 156, pages 86-97.
    16. Simplice Asongu & Nicholas Odhiambo, 2020. "Thresholds of income inequality that mitigate the role of gender inclusive education in promoting gender economic inclusion in sub-Saharan Africa," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 17(1), pages 106-126, January.
    17. Simplice A. Asongu & Jacinta C. Nwachukwu, 2017. "The Arab Spring was Predictable in 2007: Empirics of Proof," Africagrowth Agenda, Africagrowth Institute, vol. 14(4), pages 4-7.
    18. Simplice A. Asongu & Joseph Nnanna, 2019. "Dynamic Determinants of Access to Weapons: Global Evidence," Foreign Trade Review, , vol. 54(4), pages 334-354, November.
    19. Simplice A. Asongu & Joseph Nnanna, 2020. "Governance and the Capital Flight Trap in Africa," Working Papers of the African Governance and Development Institute. 20/024, African Governance and Development Institute..
    20. Simplice A. Asongu & Antonio R. Andrés, 2017. "The impact of software piracy on inclusive human development: evidence from Africa," International Review of Applied Economics, Taylor & Francis Journals, vol. 31(5), pages 585-607, September.

    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:eee:intfor:v:38:y:2022:i:3:p:1175-1184. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ijforecast .

    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.