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Formulating Anticipatory Action with Impact Forecasting in Humanitarian Risk Management

Cilt: 9 Sayı: 1 16 Temmuz 2025
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Formulating Anticipatory Action with Impact Forecasting in Humanitarian Risk Management

Öz

In the context of escalating humanitarian challenges exacerbated by climate change and socio-political dynamics, this study explores the formulation of anticipatory action with impact forecasting in humanitarian risk management. Recognizing the inadequacy of traditional reactive approaches, the research highlights the necessity for proactive strategies that leverage predictive data to mitigate disaster impacts. This study adopts a qualitative, exploratory research design, employing a mixed-methods approach to analyze the formulation and implementation of anticipatory action supported by impact forecasting within humanitarian risk management. Through a comprehensive analysis, the study identifies the integral relationship between anticipatory action and impact forecasting, presenting methodologies and best practices for implementation. Key findings indicate that regions employing anticipatory measures informed by accurate forecasting experience reduced disaster-related casualties and improved recovery outcomes. This research contributes to the discourse on enhancing humanitarian effectiveness by advocating for a paradigm shift toward anticipatory frameworks that foster resilience and adaptability via proposing a simple integration workflow and strategic guidance for Türkiye authorities.

Anahtar Kelimeler

Kaynakça

  1. Abdelmalek, G. (2024). Forecast-based financing: A decade after its introduction – Practices & experiences in the Red Cross Movement (Master’s dissertation). Ghent University.
  2. Aljohani, A. (2023). Predictive analytics and machine learning for real-time supply chain risk mitigation and agility. Sustainability, 15(20), 15088.
  3. Beduschi, A. (2022). Harnessing the potential of artificial intelligence for humanitarian action: Opportunities and risks. International Review of the Red Cross, 104(919), 1149-1169.
  4. Bonfiglioli, A., & Watson, C. (2011, April). Bringing social protection down to earth: Integrating climate resilience and social protection for the most vulnerable. In Proceedings of the IDS–International Conference:“Social Protection for Social Justice” Institute of Development Studies, East Sussex, UK (pp. 13-15).
  5. Chaves-Gonzalez, J., Milano, L., Omtzigt, D. J., Pfister, D., Poirier, J., Pople, A., ... & Zommers, Z. (2022). Anticipatory action: Lessons for the future. Frontiers in Climate, 4, 932336.
  6. Coughlan de Perez, E., et al. (2015). Forecast-based financing: A new approach to reduce humanitarian impacts. International Federation of Red Cross and Red Crescent Societies.
  7. Cowan, N. M. (2011, May). A geospatial data management framework for humanitarian response. In ISCRAM.
  8. Crompton, P., Sánchez, C., & Regan, A. (2021). A framework for assessing the potential impact of Forecast-Based Financing on humanitarian needs. Disasters, 45(1), 41-66.

Ayrıntılar

Birincil Dil

İngilizce

Konular

İklim Değişikliği Etkileri ve Uyarlama (Diğer), Ekoloji, Sürdürülebilirlik ve Enerji, Afet ve Acil Durum Yönetimi

Bölüm

Derleme

Yayımlanma Tarihi

16 Temmuz 2025

Gönderilme Tarihi

10 Ekim 2024

Kabul Tarihi

9 Temmuz 2025

Yayımlandığı Sayı

Yıl 2025 Cilt: 9 Sayı: 1

Kaynak Göster

APA
Efe, A. (2025). Formulating Anticipatory Action with Impact Forecasting in Humanitarian Risk Management. Resilience, 9(1), 167-188. https://izlik.org/JA46GN69CN
AMA
1.Efe A. Formulating Anticipatory Action with Impact Forecasting in Humanitarian Risk Management. Resilience. 2025;9(1):167-188. https://izlik.org/JA46GN69CN
Chicago
Efe, Ahmet. 2025. “Formulating Anticipatory Action with Impact Forecasting in Humanitarian Risk Management”. Resilience 9 (1): 167-88. https://izlik.org/JA46GN69CN.
EndNote
Efe A (01 Temmuz 2025) Formulating Anticipatory Action with Impact Forecasting in Humanitarian Risk Management. Resilience 9 1 167–188.
IEEE
[1]A. Efe, “Formulating Anticipatory Action with Impact Forecasting in Humanitarian Risk Management”, Resilience, c. 9, sy 1, ss. 167–188, Tem. 2025, [çevrimiçi]. Erişim adresi: https://izlik.org/JA46GN69CN
ISNAD
Efe, Ahmet. “Formulating Anticipatory Action with Impact Forecasting in Humanitarian Risk Management”. Resilience 9/1 (01 Temmuz 2025): 167-188. https://izlik.org/JA46GN69CN.
JAMA
1.Efe A. Formulating Anticipatory Action with Impact Forecasting in Humanitarian Risk Management. Resilience. 2025;9:167–188.
MLA
Efe, Ahmet. “Formulating Anticipatory Action with Impact Forecasting in Humanitarian Risk Management”. Resilience, c. 9, sy 1, Temmuz 2025, ss. 167-88, https://izlik.org/JA46GN69CN.
Vancouver
1.Ahmet Efe. Formulating Anticipatory Action with Impact Forecasting in Humanitarian Risk Management. Resilience [Internet]. 01 Temmuz 2025;9(1):167-88. Erişim adresi: https://izlik.org/JA46GN69CN