Beyond Statistics

Measuring the Real Impact of Livelihood Programmes

Livelihood programmes are often judged by numbers: (1) How many people were trained; (2) How many groups were formed; and (3) How much funding was disbursed. These figures are easy to report and compare, but they rarely capture the full picture of economic change. In practice, we have seen programmes that look successful on paper but struggle to translate into sustained improvements in income or resilience. This disconnect usually emerges months or years after implementation, when support has ended and participants are left to navigate markets on their own.

At ISL, our work has shown that measuring real impact requires asking different questions. Are households earning more consistently? Are they better able to cope with shocks? Do new income activities actually fit local market conditions? These are not questions that can be answered through output indicators alone. By combining quantitative data with qualitative insight, research can reveal how livelihoods evolve over time and why certain interventions succeed while others stall. Moving beyond statistics allows organizations to understand not just what happened, but what changed and what endured.