No Bang for Buck: Exploring the Heterogeneous Relationships Between Official Development Assistance and Intrastate Conflict Casualties
What determines whether Official Development Assistance (ODA) can reduce casualties in intrastate conflicts? In the newly published master’s thesis, HCSS Data Scientist Emma Bokel examines 156 countries between 1989 and 2022 using Dynamic Panel GMM and a Causal Forest model to assess both average effects and underlying heterogeneity. The study finds that ODA does not reliably reduce conflict deaths on average, with a persistent “conflict trap” driven by prior-year fatalities. Instead, effectiveness depends on four key conditions: political stability, aid fragmentation, delivery channel, and purpose-specific aid dynamics, leading to policy recommendations emphasising context-sensitive allocation, multilateral delivery in fragile settings, and prevention over de-escalation.
New publication | No Bang for Buck: Exploring the Heterogeneous Relationships Between Official Development Assistance and Intrastate Conflict Casualties
What determines whether Official Development Assistance (ODA) can reduce casualties in intrastate conflicts? In the newly published master’s thesis, HCSS Data Scientist Emma Bokel examines 156 countries between 1989 and 2022 using Dynamic Panel GMM and a Causal Forest model to assess both average effects and underlying heterogeneity. The study finds that ODA does not reliably reduce conflict deaths on average, with a persistent “conflict trap” driven by prior-year fatalities. Instead, effectiveness depends on four key conditions: political stability, aid fragmentation, delivery channel, and purpose-specific aid dynamics, leading to policy recommendations emphasising context-sensitive allocation, multilateral delivery in fragile settings, and prevention over de-escalation.
The HCSS Datalab launches: Critical Raw Materials Tracking Application (CARTA)
Critical Raw Materials (CRM) are used across the vital sectors of the global economy and society including clean energy, digital technology, healthcare, defence and space. The CRM Tracking Application (CARTA) provides information about the geographical spread of resources, reserves, extraction and processing capabilities for a wide range of raw materials. The dashboard displays the materials included in the 2023 EU Critical Raw Materials list as well as other non-energy and non-animal raw materials that are important for the above-mentioned sectors.
