Impact Evaluation of the SADA Millennium Villages Project in Northern Ghana
Impact Evaluation of the SADA Millennium Villages Project in Northern Ghana
While the MDGs have now been superseded by the Sustainable Development Goals (SDGs, 2016–30), there remains a consistent thread to the MDGs around the important global goals of eradicating poverty, preventing avoidable deaths, improving education and so on.
It is hoped that the evidence and analysis will be of relevance to a wide range of actors in international development.
The MVP was first piloted in Kenya and Ethiopia, and in 2006 was launched at scale. In 2012, the UK Department for International Development (DFID) funded £11 million into an MVP in Northern Ghana that ran until December 2016.
The project targeted a cluster of communities of up to 26,500 people in the West Mamprusi, Mamprugu Moagduri and Builsa South districts of Northern Ghana – an extremely poor area with 80–90% of the population living below the national poverty line.
MVP implementing partners
2012 – 2016
£11 million
Northern Ghana
Northern Region
West Mamprusi District
Mamprugu Moagduri District
Upper East Region
Builsa South District
26,500 people in a cluster of villages
80-90% of people living below the poverty line
The Millennium Villages in Northern Ghana Impact Evaluation (MVE) is a fully independent, robust evaluation that aims to provide evidence of the impact, sustainability and cost-effectiveness of the MVP model, and help inform future rural poverty reduction interventions.
The mixed method evaluation used a difference-in-difference (DiD) design at its core. This approach compared changes in outcomes in the MVP areas with changes in the same outcomes for an explicit comparison group. The validity of a DID approach rests on the assumption that project and comparison groups are similar.
These sample sizes were able to detect impacts of an acceptable size though power calculations. The size of the comparison group is twice the size of the project group to:
stratify the impact of the intervention by distance in order to identify spillover effects; and
perform matching of observations at the household level to further improve the comparability of the two samples.
In every survey round, the same households were targeted for interview, though at each round not all targeted households were found. Attrition rates were very low: less than 8% of the original target sample of households was lost over time and over 85% of the original target individuals were included in the last survey round.
Survey Instruments
There were three qualitative modules
In Northern Ghana, the MVP did not have an impact on the indicators of eradicating extreme poverty and hunger, with the exception of reducing poverty measured using household income data and adjusted by purchasing power parity.
It did not, however, achieve the MDG target to reduce extreme poverty and hunger at the local level (Goal 1), whether measured by the national poverty line or the national food poverty line. There has been no impact on the percentage of undernourished children.
Publication: MVP Briefing 1: What did it achieve?
Health and infrastructure were the largest sectors in terms of project spend, with management and overheads accounting for around a third of the total. The cost per capita was US$360 in 2012 present value terms, or US$88 per capita per annum.
Across the key impact areas of income, health and education, the MVP compares unfavourably with other projects in terms of the cost-effectiveness of service delivery. The returns to investment in education appear to be highest, although it is believed that similar results could have been achieved at significantly lower cost.
Sensitivity analysis shows that transferring such a project to local ownership could improve the value-for-money proposition, but that even a 50% cut in overheads would still yield questionable cost-effectiveness overall.
Cautionary note
The MVP aimed to strengthen local institutions and community capacity to ensure that project gains were sustainable.
Publication: MVP Briefing 9: How is it being sustained?
Baseline institutional assessment 1
Baseline institutional assessment 2
Mid-term institutional assessment