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1. Impact Pathways Evaluation: An Approach for Achieving Impact in Complex Adaptive Systems Boru Douthwaite
Technology Policy Analyst
International Center for Tropical Agriculture (CIAT), Colombia
Presentation given at WAU on 31st May. 2006
2. Change Models Matter
3. How change happens “Improvements in poverty alleviation, food security and the state of natural resources result from dynamic, interactive, non-linear, and generally uncertain processes of innovation.”
EIARD, 2003
4. Impact Pathways Evaluation People plan and implement projects on the basis of their change models - their implicit theories about how the world works
If you can improve the theory you can improve the practice, making impact more likely
Impact Pathways Evaluation – A participatory approach for:
Making practitioners’ theories explicit about how they will achieve adoption and impact (impact pathways);
Improving them
Using those models / frameworks for M&E and impact assessment
As a result, contributing to project and program “adaptive management” and thus likelihood of impact
5. History and Current Work Work in Nigeria on Striga
Douthwaite, B., T. Kuby, E. van de Fliert and S. Schulz. 2003. Impact Pathway Evaluation: An approach for achieving and attributing impact in complex systems. Agricultural Systems 78 pp243-265
Douthwaite, B., Schulz, S., Olanrewaju, A., Ellis-Jones, J. 2006. Impact pathway evaluation of an integrated Striga hermonthica control project in Northern Nigeria. Agricultural Systems. In press.
Current Work (since Oct. 2005)
Douthwaite, B., Alvarez, B.S., Cook, S., Davies, R., George, P., and Howell, J. 2006. The Use and Potential of Impact Pathways in the Challenge Program on Water and Food (CPWF). Draft Discussion Paper
6. CPWF Impact Assessment (IA) Project Intervention
Adapt and develop methodology
Impact pathways; impact narratives; impact pathway evaluation; scenario analysis; extrapolation domain analysis
Carry out ex-ante impact assessment
Purpose
CPWF scientists and management are using IA methods results and methods
Goal
To contribute to the CPWF fulfilling its impact potential
To contribute to the CPWF being perceived as a “coherent, problem-focused research program”
7. Impact Pathways A visual description of the causal chain of events and outcomes that link outputs to the goal (logic model); and
Network maps that show the evolving relationships necessary to achieve the goal
Implementing organizations; boundary partners; beneficiaries
8. Impact pathways – a more complete picture….
9. Impact Narrative Text description of the project impact pathways
Achieves the integration between the logic and network models
Helps with colligation (tracing of logical steps, Roberts, 1996)
Helps with the plausibility of ex-ante impact assessment
10. Why develop impact pathways and impact narratives? Carry out ex-ante impact assessment
Show the project’s rationale
Help communicate what the project is doing
More fundable
Help with planning
Provide a basis for evaluation
Starting point for evaluation is a good model of what you think will happen
Help to write better project proposals
11. Foundations Impact Pathways; Impact Narratives
Adaptation of concepts from Program Evaluation
Renger and Titcomb (2002) – problem trees
Chen (2005) – program theory
Mayne (2004) - performance stories
Innovation histories
Douthwaite and Ashby, 2005
Social network analysis
Cross and Parker, 2004
14. Example of a Problem Tree
15. Turning a problem tree into an objective tree
18. Develop a vision of project success two years after the project ends Work in project groups
Take 5 minutes to individually answer the question
You wake up 2 years after your project has ended. Your project has been a success and is well on its way to achieving its goal. Describe what this success looks like to a journalist:
What is happening differently now?
Who is doing what differently?
What have been the changes in the lives of the people using the project outputs, and who they interact with?
How are project outputs disseminating?
What political support is nurturing this spread? How did that happen?
Discuss and develop a common vision
19. Example of a Vision
20. Develop a project timeline from when your project started until 2 years after it will end Build a timeline of activities, outputs and outcomes that you from the beginning of the project to achieving the vision
It is a story of adoption of project outputs (scaling-out) and the political support that helps it along (scaling-up)
21. Example of a Timeline
22. Impact pathways – a more complete picture …..
24. Advantages of network models Actor-oriented descriptions:
observable, understandable, verifiable
Captures real-life complexity:
We are subject to multiple influences
We influence many others
And influence works both ways
Multi-disciplinary experience with analysis of networks
Sociology, political science, psychology, biology, physics, information technologies…
25. A network diagram
26. A plotted network diagram
27. Today’s tasks….. Identify relevant actors & relationships
Develop network diagrams for
Your project now
Residual network 2 years after project has finished
Identify key extension and political support linkages
Identify differences between the two networks and discuss implications
29. Selected Feedback from Workshops “I will use Impact Pathways in future design of projects”
“The dynamics of the networks is useful to envision the future”
“It helps show gaps”
“It is good for planning”
“It helps explain impact of my project”
“Constructing impact pathways should not be one-shot”
“The impact pathways should be a living document”
30. Impact Pathways M&E Monitoring and evaluating progress along impact pathways
Regularly updating objective tree, timeline and network maps
Indicator-based evaluation
Most Significant Change to pick up unexpected consequences
31. How change happens
32. Indicators & their limits I am not against the use of indicators.
There is a time and place for them
Good for tracking activities and outputs, less good at tracking outcomes and impacts
MSC is a complementary method, not a replacementI am not against the use of indicators.
There is a time and place for them
Good for tracking activities and outputs, less good at tracking outcomes and impacts
MSC is a complementary method, not a replacement
33. The core of MSC A question:
“In your opinion what was the most significant change that took place in ….over the … months”
[describe the change and explain why you think it is significant]
Re-iteration of the same kind of question
“Which of these SC stories do you think is the most significant of all?”
[describe the change and explain why you think it is significant]
34. Selecting SC stories In large organisations a hierarchy of selection processes is usually needed
Need to decide how many levels
Who participates at each level: story providers, their superiors, their peers,..
In large organisations a hierarchy of selection processes is usually needed
Need to decide how many levels
Who participates at each level: story providers, their superiors, their peers,..
35. Understanding MSC through metaphors Organisations as newspapers,
with journalists, sub-editors, editors, senior editors, etc
Stories get passed up the hierarchy, but only a few make it to the front page, and only one to the top of the front page
Organisations as amoeba,
sensing positive and negative experiences and slowly moving to and away from those respectively.
36. Organisations as amoeba
37. Research Question for the CPWF CGIAR Science Council is concerned about high transaction costs.
The CPWF should “develop partnerships only in so far as they can be deployed in the short-to-medium run to generate tangible, high impact scientific advances.” (Science Council, 2004, p.1)
Innovation and impact emerge from networks not pipelines
What types of network should the CPWF attempt to foster to achieve impact?
Food security, poverty alleviation, improved health, environmental security
More generally, to what extent do network structures affect innovative performance?
38. Summary Change Models matter: People plan and implement projects on the basis of their change models - their implicit theories about how the world works
If you can improve the theory you can improve the practice, making impact more likely
Impact Pathways Evaluation – A participatory approach for:
Making practitioners’ theories explicit about how they will achieve adoption and impact (impact pathways);
Improving them
Using these models / frameworks for M&E and impact assessment
As a result, contributing to project and program “adaptive management” and thus likelihood of impact
A work in progress, including research on network structures