## Topic 3: Building Resilience

## Source details

**Canonical URL:** [Topic 3: Building Resilience](https://www.imf.org/en/topics/low-income-countries/macro-research-for-development/building-resilience)

## Other formats

- [Markdown version](/en/topics/low-income-countries/macro-research-for-development/building-resilience/index.md)
- [Structured JSON version](/en/topics/low-income-countries/macro-research-for-development/building-resilience/index.json)
- [Bundle manifest](/en/topics/low-income-countries/macro-research-for-development/building-resilience/bundle-manifest.json)

---

### Overview
- Building resilience is a key topic under the FCDO-IMF partnership on research on the macroeconomics of low-income countries (LICs).
- The work addresses challenges that hinder sustained growth in LICs, including:
  - COVID-19 pandemic.
  - Natural disasters.
  - Effects of climate change.
  - Large outflows and inflows of labor due to developments such as conflicts.
- The partnership plans an extensive effort to understand how countries can build resilience in the face of such developments.
- Project Managers: Petia Topalova; Emine Boz.
- Contact: MacroResDev@imf.org.

### Phase 2 (April 2015 to March 2017)
- Focus:
  - Work under the theme of building resilience began in the last year of phase 2.
  - Producing new research on optimal macroeconomic policies to help LICs enhance resilience to the effects of climate change and natural disasters.
- Achievements (examples):
  - A research paper: "Investing to Mitigate and Adapt to Climate Change: A Framework Model".
  - A policy paper: "Small States' Resilience to Natural Disasters and Climate Change - Role for the IMF".
- Outputs: Referenced report for year 5 of the FCDO-IMF partnership lists all work produced under phase 2.

### Phase 3 (April 2017 to March 2020)
- Focus:
  - Extensions of the Debt, Investment and Growth (DIG) models, integrated assessment models (IAMs), and heterogeneous agents’ macroeconomic and distributional analysis models (MDAMs).
  - Incorporate features capturing main channels through which natural disasters and climate change affect LICs.
- Analytical advances and policy relevance:
  - For natural disasters, models help prioritize areas of risk mitigation and suggest ways of organizing and financing post-disaster recovery.
  - For climate change, models illuminate short-run macroeconomic and growth implications of adaptation and the distributional impact of major policies: cap and trade, carbon tax, and phasing in of renewable energy.
- Achievements (examples):
  - Paper: "Building Resilience to Natural Disasters: An Application to Small Developing States".
  - Paper: "Emissions and Growth: Trends and Cycles in a Globalized World".
  - Policy paper: "Building Resilience in Developing Countries Vulnerable to Large Natural Disasters".
- Outputs: Referenced reports for year 6, year 7, and year 8 of the FCDO-IMF partnership list all work produced under phase 3.

### Phase 4 (April 2020 to March 2025)
- Focus areas:
  - Macro criticality of climate-change-related natural disaster shocks, including pandemic situations like COVID-19.
  - Empirical examination of the economic consequences of severe epidemics and similar health-related shocks.
  - Revisiting industry diversification and sector vulnerability upon natural disaster shocks.
  - Integrated assessment on long-run impacts of climate change in LICs.
- Outputs: Upcoming reports for years 9–13 will list work produced under phase 4.

### Cross-cutting research themes and methods
- Models and approaches:
  - Debt, Investment and Growth (DIG) models.
  - Integrated Assessment Models (IAMs).
  - Heterogeneous agents’ macroeconomic and distributional analysis models (MDAMs).
- Policy questions addressed:
  - How to prioritize risk mitigation investments.
  - How to organize and finance post-disaster recovery.
  - Distributional effects of climate-mitigation policies (cap and trade; carbon tax; phasing in of renewable energy).
  - Industry diversification and sector vulnerability to natural disaster shocks.
  - Long-run impacts of climate change and severe epidemics on LIC macroeconomies.

### Outputs inventory and administrative notes
- Outputs list referenced: "List of Outputs: Year 1 to 13 (Excel)".
- Related evaluations: "Advances Made in Five Key Areas Through a FCDO-IMF Collaboration"; "External Review of the IMF/FCDO Collaboration".
- Administrative contact: MacroResDev@imf.org.

---

## Content in this bundle

- **June 2019**
  - [June 2019 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/annual-reports/dfid-ar-june2019.pdf.md){rel="alternate" type="text/markdown"}
  - [June 2019 (PDF)](/-/media/files/topics/lics/macro-research-for-development/annual-reports/dfid-ar-june2019.pdf){rel="external" type="application/pdf"}
- **June 2020**
  - [June 2020 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/annual-reports/dfid-ar-june2020.pdf.md){rel="alternate" type="text/markdown"}
  - [June 2020 (PDF)](/-/media/files/topics/lics/macro-research-for-development/annual-reports/dfid-ar-june2020.pdf){rel="external" type="application/pdf"}
- **June 2021**
  - [June 2021 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/annual-reports/fcdo-ar-june2021.pdf.md){rel="alternate" type="text/markdown"}
  - [June 2021 (PDF)](/-/media/files/topics/lics/macro-research-for-development/annual-reports/fcdo-ar-june2021.pdf){rel="external" type="application/pdf"}
- **June 2022**
  - [June 2022 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/annual-reports/fcdo-ar-june2022.pdf.md){rel="alternate" type="text/markdown"}
  - [June 2022 (PDF)](/-/media/files/topics/lics/macro-research-for-development/annual-reports/fcdo-ar-june2022.pdf){rel="external" type="application/pdf"}
- **June 2023**
  - [June 2023 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/annual-reports/fcdo-ar-june2023.pdf.md){rel="alternate" type="text/markdown"}
  - [June 2023 (PDF)](/-/media/files/topics/lics/macro-research-for-development/annual-reports/fcdo-ar-june2023.pdf){rel="external" type="application/pdf"}
- **June 2024**
  - [June 2024 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/annual-reports/fcdo-ar-june2024.pdf.md){rel="alternate" type="text/markdown"}
  - [June 2024 (PDF)](/-/media/files/topics/lics/macro-research-for-development/annual-reports/fcdo-ar-june2024.pdf){rel="external" type="application/pdf"}
- **June 2025**
  - [June 2025 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/annual-reports/fcdo-ar-june2025.pdf.md){rel="alternate" type="text/markdown"}
  - [June 2025 (PDF)](/-/media/files/topics/lics/macro-research-for-development/annual-reports/fcdo-ar-june2025.pdf){rel="external" type="application/pdf"}
- **Call to Donors to Strengthen IMF Research Capacity for Low-Income Countries**
  - [Call to Donors to Strengthen IMF Research Capacity for Low-Income Countries (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/call-to-donors-to-strengthen-imf-research-capacity-for-low-income-countries-nov-2025.pdf.md){rel="alternate" type="text/markdown"}
  - [Call to Donors to Strengthen IMF Research Capacity for Low-Income Countries (PDF)](/-/media/files/topics/lics/macro-research-for-development/call-to-donors-to-strengthen-imf-research-capacity-for-low-income-countries-nov-2025.pdf){rel="external" type="application/pdf"}
- **MRLIC programme review — By March 2018**
  - [MRLIC programme review — By March 2018 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/documents/june2018.pdf.md){rel="alternate" type="text/markdown"}
  - [MRLIC programme review — By March 2018 (PDF)](/-/media/files/topics/lics/macro-research-for-development/documents/june2018.pdf){rel="external" type="application/pdf"}
- [List of Outputs: Year 1 to 13 (XLSX)](/-/media/files/topics/lics/macro-research-for-development/listofoutputs.xlsx){rel="external" type="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"}
- **Dec 2018, Vol.6**
  - [Dec 2018, Vol.6 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/dec2018.pdf.md){rel="alternate" type="text/markdown"}
  - [Dec 2018, Vol.6 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/dec2018.pdf){rel="external" type="application/pdf"}
- **Dec 2019, Vol.7**
  - [Dec 2019, Vol.7 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/dec2019.pdf.md){rel="alternate" type="text/markdown"}
  - [Dec 2019, Vol.7 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/dec2019.pdf){rel="external" type="application/pdf"}
- **Dec 2020, Vol.8**
  - [Dec 2020, Vol.8 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/dec2020.pdf.md){rel="alternate" type="text/markdown"}
  - [Dec 2020, Vol.8 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/dec2020.pdf){rel="external" type="application/pdf"}
- **Dec 2021, Vol.9**
  - [Dec 2021, Vol.9 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/dec2021.pdf.md){rel="alternate" type="text/markdown"}
  - [Dec 2021, Vol.9 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/dec2021.pdf){rel="external" type="application/pdf"}
- **Dec 2022, Vol.10**
  - [Dec 2022, Vol.10 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/dec2022.pdf.md){rel="alternate" type="text/markdown"}
  - [Dec 2022, Vol.10 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/dec2022.pdf){rel="external" type="application/pdf"}
- **Dec 2023, Vol.11**
  - [Dec 2023, Vol.11 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/dec2023.pdf.md){rel="alternate" type="text/markdown"}
  - [Dec 2023, Vol.11 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/dec2023.pdf){rel="external" type="application/pdf"}
- **Dec 2024, Vol.12**
  - [Dec 2024, Vol.12 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/dec2024.pdf.md){rel="alternate" type="text/markdown"}
  - [Dec 2024, Vol.12 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/dec2024.pdf){rel="external" type="application/pdf"}
- **Dec 2025, Vol.13**
  - [Dec 2025, Vol.13 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/dec2025.pdf.md){rel="alternate" type="text/markdown"}
  - [Dec 2025, Vol.13 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/dec2025.pdf){rel="external" type="application/pdf"}
- **Jun 2018, Vol.6**
  - [Jun 2018, Vol.6 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/jun2018.pdf.md){rel="alternate" type="text/markdown"}
  - [Jun 2018, Vol.6 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/jun2018.pdf){rel="external" type="application/pdf"}
- **Jun 2019, Vol.7**
  - [Jun 2019, Vol.7 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/jun2019.pdf.md){rel="alternate" type="text/markdown"}
  - [Jun 2019, Vol.7 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/jun2019.pdf){rel="external" type="application/pdf"}
- **Jun 2020, Vol.8**
  - [Jun 2020, Vol.8 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/jun2020.pdf.md){rel="alternate" type="text/markdown"}
  - [Jun 2020, Vol.8 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/jun2020.pdf){rel="external" type="application/pdf"}
- **Jun 2021, Vol.9**
  - [Jun 2021, Vol.9 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/jun2021.pdf.md){rel="alternate" type="text/markdown"}
  - [Jun 2021, Vol.9 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/jun2021.pdf){rel="external" type="application/pdf"}
- **Jun 2022, Vol.10**
  - [Jun 2022, Vol.10 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/jun2022.pdf.md){rel="alternate" type="text/markdown"}
  - [Jun 2022, Vol.10 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/jun2022.pdf){rel="external" type="application/pdf"}
- **Jun 2023, Vol.11**
  - [Jun 2023, Vol.11 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/jun2023.pdf.md){rel="alternate" type="text/markdown"}
  - [Jun 2023, Vol.11 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/jun2023.pdf){rel="external" type="application/pdf"}
- **Jun 2024, Vol.12**
  - [Jun 2024, Vol.12 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/jun2024.pdf.md){rel="alternate" type="text/markdown"}
  - [Jun 2024, Vol.12 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/jun2024.pdf){rel="external" type="application/pdf"}
- [Jun 2025, Vol.13 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/jun2025.pdf){rel="external" type="application/pdf"}
- **Mar 2018, Vol.6**
  - [Mar 2018, Vol.6 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2018.pdf.md){rel="alternate" type="text/markdown"}
  - [Mar 2018, Vol.6 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2018.pdf){rel="external" type="application/pdf"}
- **Mar 2019, Vol.7**
  - [Mar 2019, Vol.7 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2019.pdf.md){rel="alternate" type="text/markdown"}
  - [Mar 2019, Vol.7 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2019.pdf){rel="external" type="application/pdf"}
- **Mar 2020, Vol.8**
  - [Mar 2020, Vol.8 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2020.pdf.md){rel="alternate" type="text/markdown"}
  - [Mar 2020, Vol.8 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2020.pdf){rel="external" type="application/pdf"}
- **Mar 2021, Vol.9**
  - [Mar 2021, Vol.9 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2021.pdf.md){rel="alternate" type="text/markdown"}
  - [Mar 2021, Vol.9 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2021.pdf){rel="external" type="application/pdf"}
- **Mar 2022, Vol.10**
  - [Mar 2022, Vol.10 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2022.pdf.md){rel="alternate" type="text/markdown"}
  - [Mar 2022, Vol.10 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2022.pdf){rel="external" type="application/pdf"}
- **Mar 2023, Vol.11**
  - [Mar 2023, Vol.11 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2023.pdf.md){rel="alternate" type="text/markdown"}
  - [Mar 2023, Vol.11 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2023.pdf){rel="external" type="application/pdf"}
- [Mar 2024, Vol.12 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2024.pdf){rel="external" type="application/pdf"}
- **Mar 2025, Vol.13**
  - [Mar 2025, Vol.13 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2025.pdf.md){rel="alternate" type="text/markdown"}
  - [Mar 2025, Vol.13 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2025.pdf){rel="external" type="application/pdf"}
- **Mar 2026, Vol.14**
  - [Mar 2026, Vol.14 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2026.pdf.md){rel="alternate" type="text/markdown"}
  - [Mar 2026, Vol.14 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/mar2026.pdf){rel="external" type="application/pdf"}
- **Sep 2018, Vol.6**
  - [Sep 2018, Vol.6 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/sep2018.pdf.md){rel="alternate" type="text/markdown"}
  - [Sep 2018, Vol.6 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/sep2018.pdf){rel="external" type="application/pdf"}
- **Sep 2019, Vol.7**
  - [Sep 2019, Vol.7 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/sep2019.pdf.md){rel="alternate" type="text/markdown"}
  - [Sep 2019, Vol.7 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/sep2019.pdf){rel="external" type="application/pdf"}
- **Sep 2020, Vol.8**
  - [Sep 2020, Vol.8 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/sep2020.pdf.md){rel="alternate" type="text/markdown"}
  - [Sep 2020, Vol.8 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/sep2020.pdf){rel="external" type="application/pdf"}
- **Sep 2021, Vol.9**
  - [Sep 2021, Vol.9 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/sep2021.pdf.md){rel="alternate" type="text/markdown"}
  - [Sep 2021, Vol.9 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/sep2021.pdf){rel="external" type="application/pdf"}
- **Sep 2022, Vol.10**
  - [Sep 2022, Vol.10 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/sep2022.pdf.md){rel="alternate" type="text/markdown"}
  - [Sep 2022, Vol.10 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/sep2022.pdf){rel="external" type="application/pdf"}
- **Sep 2023, Vol.11**
  - [Sep 2023, Vol.11 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/sep2023.pdf.md){rel="alternate" type="text/markdown"}
  - [Sep 2023, Vol.11 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/sep2023.pdf){rel="external" type="application/pdf"}
- **Sep 2024, Vol.12**
  - [Sep 2024, Vol.12 (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/newsletters/sep2024.pdf.md){rel="alternate" type="text/markdown"}
  - [Sep 2024, Vol.12 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/sep2024.pdf){rel="external" type="application/pdf"}
- [Sep 2025, Vol.13 (PDF)](/-/media/files/topics/lics/macro-research-for-development/newsletters/sep2025.pdf){rel="external" type="application/pdf"}
- **Devarajan–O'Connell final report on the MRLIC project**
  - [Devarajan–O'Connell final report on the MRLIC project (Markdown version)](/-/media/files/topics/lics/macro-research-for-development/related-links/devarajan-oconnell-final-report-on-mrlic-project-final.pdf.md){rel="alternate" type="text/markdown"}
  - [Devarajan–O'Connell final report on the MRLIC project (PDF)](/-/media/files/topics/lics/macro-research-for-development/related-links/devarajan-oconnell-final-report-on-mrlic-project-final.pdf){rel="external" type="application/pdf"}
- [Small States' Resilience to Natural Disasters and Climate Change - Role for the IMF (PDF)](/external/np/pp/eng/2016/110416.pdf){rel="external" type="application/pdf"}
- [Investing to Mitigate and Adapt to Climate Change: A Framework Model (PDF)](/external/pubs/ft/wp/2016/wp16164.pdf){rel="external" type="application/pdf"}

---

## References

- [Modelling policy choices](https://www.imf.org/en/topics/low-income-countries/macro-research-for-development/modeling-policy-choices)
- [Understanding macro-financial linkages](https://www.imf.org/en/topics/low-income-countries/macro-research-for-development/understanding-macro-financial-linkages)
- [Promoting structural change and institutional development](https://www.imf.org/en/topics/low-income-countries/macro-research-for-development/promoting-structural-change-institutional-development)
- [Enhancing inclusion](https://www.imf.org/en/topics/low-income-countries/macro-research-for-development/enhancing-inclusion)
- [Advances Made in Five Key Areas Through a FCDO-IMF Collaboration](https://www.imf.org/en/Publications/Departmental-Papers-Policy-Papers/Issues/2021/03/24/Macroeconomic-Research-in-Low-income-Countries-Advances-Made-in-Five-Key-Areas-Through-a-50010)
- [Building Resilience to Natural Disasters: An Application to Small Developing States](https://www.imf.org/en/Publications/WP/Issues/2017/10/30/Building-Resilience-to-Natural-Disasters-An-Application-to-Small-Developing-States-45329)
- [Emissions and Growth: Trends and Cycles in a Globalized World.](https://www.imf.org/en/Publications/WP/Issues/2017/08/30/Emissions-and-Growth-Trends-and-Cycles-in-a-Globalized-World-45202)

_Source: https://www.imf.org/en/topics/low-income-countries/macro-research-for-development/building-resilience_
