Developing an Impact-Oriented Measurement System
Summary
This guidance paper, published by FSD Africa in January 2016, outlines a framework for Financial Sector Deepening (FSD) programmes to develop an Impact-Oriented Measurement (IOM) system. It specifically focuses on Stage 2a of the IOM process: measuring what change has happened. The document provides a methodology for moving beyond traditional project-level monitoring toward capturing systemic market changes, combining bottom-up project data with top-down sector tracking to bridge the evidence gap between direct outputs and long-term financial inclusion outcomes.
Key insights
- FSD programmes face a significant evidence gap between direct project outputs and the final outcome of improved financial markets, necessitating the use of 'progress indicators' to track intermediate steps such as changes in market actor behavior or the easing of market constraints.
- The IOM framework tracks three distinct types of change: partner changes supported by an initial project, partner changes beyond the initial project (categorized as Adopt, Scale, or Adapt), and broader market changes including replication, demonstration, and crowding-in effects.
- A comprehensive measurement system must combine 'bottom-up' monitoring (FSD-centric project results) with 'top-down' sector tracking (broad financial sector data) to build a credible narrative of contribution to systemic change.
- Top-down sector tracking should monitor five key dimensions of financial sector development: size, depth/diversity, access/inclusion, efficiency, and safety and soundness.
- The document recommends a mixed-methods approach to data collection, utilizing both quantitative data (such as FinScope/FinAccess surveys and central bank reports) and qualitative data (such as focus group discussions, key informant interviews, and narrative reporting).
- The 'Adopt-Adapt-Expand-Respond' (AAER) model is proposed as a specific framework to measure if micro-level interventions are contributing to systemic change by assessing if partners maintain, improve, or scale innovations independently of FSD support.
- FSDs are advised to focus their M&E resources on financial sector outcomes rather than the final impact of poverty reduction, as the latter is often too distant for direct attribution, though links to poverty reduction should still be evidenced.
Cite the original document
- APA
- FSD Africa (2016). Developing an Impact-Oriented Measurement System. https://fsdafrica.org/wp-content/uploads/2025/05/11655-Impact-Oriented-Sys_Chp5a_Sngl_LR.pdf
- Chicago
- FSD Africa. Developing an Impact-Oriented Measurement System. 2016. https://fsdafrica.org/wp-content/uploads/2025/05/11655-Impact-Oriented-Sys_Chp5a_Sngl_LR.pdf.
- Wikipedia
- {{cite report |author=FSD Africa |title=Developing an Impact-Oriented Measurement System |date=January 2016 |url=https://fsdafrica.org/wp-content/uploads/2025/05/11655-Impact-Oriented-Sys_Chp5a_Sngl_LR.pdf |access-date=17 August 2026 |via=Climate Insights Directory}}
- BibTeX
- @techreport{fsdafrica2016developing, author = {{FSD Africa}}, title = {{Developing an Impact-Oriented Measurement System}}, institution = {FSD Africa}, year = {2016}, month = jan, url = {https://fsdafrica.org/wp-content/uploads/2025/05/11655-Impact-Oriented-Sys_Chp5a_Sngl_LR.pdf}, urldate = {2026-08-17}, note = {Indexed by Climate Insights Directory} }
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