Quantifying our impact: A modelling framework to estimate the economic benefits of our initiatives

As an organisation with a wide geographic footprint across Africa and South Asia, it is challenging to assess the impact of our programmes at scale using rigorous field studies. However, together with our wider network of funders and partners, we need to know that the investments we are making are producing productivity and income benefits for small-scale livestock producers (SSPs) that warrant the financial investment in these initiatives.

In this regard, we partnered with Supporting Evidence based Interventions-Livestock (SEBI-L) to develop a model for practical use for our market development programmes. The model is used to estimate the economic impact of the initiatives on SSPs, prioritise product development decisions, and to direct market development effort. Furthermore, these analyses can be used to advocate for further investment in the SSP animal health sector.

In a paper published in Frontiers in Veterinary Science, the model was applied to estimate the impact of products sold during GALVmed’s People and Livelihoods 2 (PL2) programme. The PL2 programme, which was implemented between 2014 and 2017 in Africa and South Asia, supported the production and distribution of poultry anthelminthics and vaccines against Newcastle disease, fowl pox, sheep and goat pox, peste des petits ruminants, and East Coast fever.

The modelling framework

The model is conceptualised in terms of three components:

  • Products: this includes sales of products and the number of animals that are expected to be treated with the product (depending on the different pack sizes).
  • Disease epidemiology: this comprises the conditions that are treated, number of infections, mortality rates and impact on growth rate.
  • Economics: this comprises losses from reduced productivity and losses from livestock mortality.

The economic impacts from mortality and growth inhibition are estimated at the individual animal level for poultry, small ruminants, and cattle. As SSPs are using veterinary products to prevent or minimise loss due to disease, we model the key ways in which those losses are experienced by SSPs and estimate the proportion of those losses that are averted by using specific animal health products. By factoring in the cost of the product and the number of doses sold, we give the net economic benefit (NEB).

The model can be adapted to incorporate new products and parameters as needed. The framework will evolve as GALVmed initiatives change over time.

The results

The model estimates a total NEB of $105.1M to the 3,664,114 customers reached by the PL2 initiatives. This translates to $139.9M in present value, and $37.97 on average per customer, many of whom were small scale poultry producers.

Within Sub-Saharan Africa, the greatest net economic benefit was realized from vaccines against East Coast fever and Newcastle disease, while in South Asia, peste des petits ruminants and Newcastle disease vaccines had the greatest net economic benefits.

The paper with the complete results and analysis is available here: A high level estimation of the net economic benefits to small-scale livestock producers arising from animal health product distribution initiatives.

By understanding how GALVmed’s interventions translate into economic benefit for SSPs, we can continuously refine and optimise our approaches, ultimately driving a greater positive change in the economic progression and well-being of SSPs across Africa and South Asia.

This blog was written by the M&E team.

Learning lessons at GALVmed

The collection and analysis of data allow organisations to develop and implement impactful and evidence-based strategies. GALVmed’s Commercial Development and Impact Function is committed to a developmental approach to monitoring, evaluation, and learning (MEL), which means that we use rapid learning to improve a project programme or affirm the need for a change of course.

To be truly developmental, this learning needs to feed back in a systematic way into our organisation. How do we do that? We use a framework for lessons learning to ensure that the lessons are integrated back into GALVmed. The Collaboration, Learning and Adapting (CLA) framework, developed and used by USAID, is a useful approach that we have adapted to frame our learning process. USAID defines CLA as “a set of processes and activities that help ensure programming is coordinated, grounded in evidence, and adjusted as necessary to remain effective throughout implementation” (ADS 201, 2016).

CLA is based in the understanding that development projects operate in complex systems, which shift over time. In this changing landscape, the objectives that we set out at the beginning of a project or programme can be affected over a three or five year period of performance. Responding in an adaptive manner ensures that we keep moving towards having a positive impact. The adaptive decisions we make must be based in evidence, which is why we are integrating processes for CLA into the beginning of our projects or programmes and adjusting these throughout the project or programme life cycle. Essentially, this is an approach to learning that fits in perfectly with our developmental approach.

There are three main steps in our learning process:

  1. The first step is to accurately define and diagnose the problem (or best practice). Some problems are logistical or operational and have easy fixes. But these, while important, do not usually make or break a project. Others are deeper and more complex and require a lot more thought and reflection to unpack them and to understand how to respond to them. Sometimes there are multiple causes to a problem, with some of them being root causes.
  2. The second step is to categorise the problem (or best practice). The use of categories ensures key information is not missed and helps to focus our thinking on lessons. To ensure consistency across projects, there are standard categories for each project and additional categories specific to a project can be added as needed.
  3. The third step is to define a road map for the way forward. This involves defining what action needs to take place, and how to know when that action has succeeded. At the end of a lessons learning exercise, there should be a road map that takes us from a lesson to action and adaptation.

Throughout this process, active collaboration is key to ensuring that we view our lessons from multiple perspectives and that our stakeholders have a voice.

This blog was written by Katharine Tjasink