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VALUE CHAIN MONITORING
  AND EVALUATION GUIDE

MODULE
11

              Evaluations and Value Chain
                        Projects
GETTING
               STARTED




1

May 22, 2012
GETTING
               STARTED




2

May 22, 2012
GETTING
                                STARTED
         IMPACT                   PERFORMANCE                         PROCESS
Aim is to determine if         Also aims to determine if      Aim to assess whether and
changes have taken place       changes have taken place       to what degree projects
in the VC or among VC          in the VC or among VC          have been implemented in
actors                         actors.                        line with initial plan.

To what degree those           To what degree CARE’s          Does not consider results
changes can be attributed      interventions contributed to   directly, but how the
to CARE’s work.                those changes.                 initiative is managed.

Designed to answer what        Use non experimental           Typically internal.
would have happened if         designs.
CARE had not intervened.                                      Assesses timeliness and
                               Typically only gather and      quality of performance.
Answered via a statistically   analyze data from those
valid counterfactual using     directly engaged or            Looking to ID areas for
control groups and             impacted.                      improvement to enhance
experimental or quasi-
3
                                                              implementation process.
experimental designs.
May 22, 2012                   Lower cost, but less
                               rigorous.
GETTING
                                STARTED
         IMPACT                   PERFORMANCE                         PROCESS
Aim is to determine if         Also aims to determine if      Aim to assess whether and
changes have taken place       changes have taken place       to what degree projects
in the VC or among VC          in the VC or among VC          have been implemented in
actors                         actors.                        line with initial plan.

To what degree those           To what degree CARE’s          Does not consider results
changes can be attributed      interventions contributed to   directly, but how the
to CARE’s work.                those changes.                 initiative is managed.

Designed to answer what        Use non experimental           Typically internal.
would have happened if         designs.
CARE had not intervened.                                      Assesses timeliness and
                               Typically only gather and      quality of performance.
Answered via a statistically   analyze data from those
valid counterfactual using     directly engaged or            Looking to ID areas for
control groups and             impacted.                      improvement to enhance
experimental or quasi-
4
                                                              implementation process.
experimental designs.
May 22, 2012                   Lower cost, but less
                               rigorous.
GETTING
               STARTED




5

May 22, 2012
STEP-BY-STEP GUIDE

    1
               • Determine the Purpose for the Evaluation

               • Determine the Financial Resources Available for the
    2            Evaluation

    3
               • Identify Research Team and Partners

    4
               • Identify Research Questions

    5
               • Choose a Research Methodology

    6
               • Determine the Other Details of the Research Design

6
    7
               • Implement the Impact Evaluation
May 22, 2012
STEP-BY-STEP GUIDE:
               STEP 1
                 FIRST!
Ask yourself what is the
purpose of this evaluation and
who is it for?

Not asking this can result in a
methodology poorly matching
donor requirements and can
cost precious time, money and
energy.
7

May 22, 2012
STEP-BY-STEP GUIDE:
               STEP 1
            Other Angles to Consider
    •Typically, there are 3 M&E clients that
    might want an impact evaluation

    •Motivations for conducting
    an impact evaluation

    •Impact evaluations are not
    always the right choice.
8

May 22, 2012
STEP-BY-STEP GUIDE

    1
               • Determine the Purpose for the Evaluation

               • Determine the Financial Resources Available for
    2            the Evaluation

    3
               • Identify Research Team and Partners

    4
               • Identify Research Questions

    5
               • Choose a Research Methodology

    6
               • Determine the Other Details of the Research Design

9
    7
               • Implement the Impact Evaluation
May 22, 2012
STEP-BY-STEP GUIDE:
                    STEP 2
                             Evaluation Costs
•More rigorous evaluations = More $$
•Attributable evidence is expensive
• Cost depends on:
               Sample size                                  # of research rounds

                                        Survey length

 Sampling methodology
                                                  Geographic dispersion of
                                                       respondents

               International evaluation experts
10                                                         Price of local research
May 22, 2012                                                        talent
STEP-BY-STEP GUIDE:
               STEP 2

                        WA R N I N G !

               Best practice evaluation standards
               strongly recommend outsourcing
                      impact evaluations.




11

May 22, 2012
STEP-BY-STEP GUIDE

     1
               • Determine the Purpose for the Evaluation

               • Determine the Financial Resources Available for the
     2           Evaluation

     3
               • Identify Research Team and Partners

     4
               • Identify Research Questions

     5
               • Choose a Research Methodology

     6
               • Determine the Other Details of the Research Design

12
     7
               • Implement the Impact Evaluation
May 22, 2012
STEP-BY-STEP GUIDE:
                STEP 3
      Activities and Responsibilities for External Research
                           Partners
 Refining          Sharpening      Translating     Pilot testing
Evaluation          Research        research         research
 Design            Questions      instruments      instruments

 Developing         Training        Managing        Entering
the research         survey       the field data   results into
 instruments      enumerators       collection      data shell


Cleaning the       Transcripts       Data
                                                   Final reports
  data set        of interviews     analysis
 13

 May 22, 2012
STEP-BY-STEP GUIDE:
                 STEP 3
               Proposals from Potential Research
                            Partners
                  •Receiving proposals
                  •Evaluating proposals
                  •Evaluation and selection criteria
                  •World Bank guide

14

May 22, 2012
STEP-BY-STEP GUIDE

     1
               • Determine the Purpose for the Evaluation

               • Determine the Financial Resources Available for the
     2           Evaluation

     3
               • Identify Research Team and Partners

     4
               • Identify Research Questions

     5
               • Choose a Research Methodology

     6
               • Determine the Other Details of the Research Design

15
     7
               • Implement the Impact Evaluation
May 22, 2012
STEP-BY-STEP GUIDE:
               STEP 4
               How to ID Questions
•Benefit from research partner’s
knowledge and experience
•Questions should measure critical links
and associated key performance
indicators
•Goal is to verify results
•Involve the team and M&E clients early
•Check USAID publications
16

May 22, 2012
STEP-BY-STEP GUIDE

     1
               • Determine the Purpose for the Evaluation

               • Determine the Financial Resources Available for the
     2           Evaluation

     3
               • Identify Research Team and Partners

     4
               • Identify Research Questions

     5
               • Choose a Research Methodology

     6
               • Determine the Other Details of the Research Design

17
     7
               • Implement the Impact Evaluation
May 22, 2012
STEP-BY-STEP GUIDE:
               STEP 5
 Creating a Comparison Group
•Must be a group of farmers,
entrepreneurs, business owners,
etc. as similar as possible to the
actual project beneficiaries
•AKA Control group vs. Treatment
group
•Isolates different impacts
18

May 22, 2012
STEP-BY-STEP GUIDE:
                    STEP 5
                   2 Sources of Selection
                   OBSERVABLE
                 CHARACTERISTICS
                                 Bias of an individual’s personality
                                    UNOBSERVABLE CHARACTERISTICS
                                   •Aspects
•Include things that can be seen or     that play a large role in determining
tangibly measured                       success
                                        •Personal initiative, entrepreneurial spirit,
•Sex, education, age, location, etc.
                                        risk orientation, persistence, self-
•If treatment group is 90% male /       confidence, optimism, etc.
10% female and control group is         •Those who volunteer for VC projects
40% male / 60% female, you will         have more of these qualities than others
come up with invalid conclusions.       •Comparing a group of new-seed
•Educated vs. uneducated                adopters to a group of non-adopters
•Urban vs. rural                        would not allow us to know to what extent
                                        any observed differences in farming
                                        outcomes are the result of the project of
                                        the result of pre-existing personality
  19                                    differences among the groups
  May 22, 2012
STEP-BY-STEP GUIDE:
                 STEP 5
                Experimental Methods of
                      Evaluation
•Follows the same basic approach as a placebo
experiment
•Of a selected group of maize farmers, some
receive project assistance while others do not
•Theoretically eliminates all sources of selection
bias
•Also referred to as randomized controlled trials
 20

(RCTs)
 May 22, 2012
STEP-BY-STEP GUIDE:
                STEP 5
        Downsides of Experimental
                Method
•Randomization protocols can be complicated, time consuming
and operationally burdensome
•May be perceived as unethical
•Not ideal for projects with small #’s of beneficiaries, impromptu
projects, specified locations or groups of people, or projects
with no available control group (broad-based policy reform)
•VC projects are flexible, easily changed, while this
methodology requires consistent variables
•Difficult for evaluation designers to reasonably ‘control for’
changes in the environment that was not influenced by the
 21

 May 22, 2012

project.
STEP-BY-STEP GUIDE:
                 STEP 5
                Quasi-Experimental Methods
•Does not randomly assign subjects into treatment and control
groups
•Instead, compares pre-existing groups via a matching process
•Treatment groups are selected via random sampling
•Control groups are selected by ID’ing areas and communities
with matching observable
characteristics and then randomly
sampling the relevant population
living in those areas and
communities.
•But, quasi-experimental methods
are less rigorous than
experimental
 22

 May 22, 2012
STEP-BY-STEP GUIDE:
                STEP 5
In choosing your method, ask the following:
•Will our M&E system clients be less well served if we opt for a
quasi-experimental design over an experimental design?
•Is our project amenable to random assignment?
•Is random assignment operationally feasible?
•Can we manage/overcome the anticipated opposition from our
project staff and external stakeholders?
•Is the tradeoff of an increased operational burden worth the
improvement we get in statistical credibility?
                   If ‘Yes’ to each, then experimental


                       If ‘No’ to any, then quasi-
 23

 May 22, 2012
                              experimental
STEP-BY-STEP GUIDE

     1
               • Determine the Purpose for the Evaluation

               • Determine the Financial Resources Available for the
     2           Evaluation

     3
               • Identify Research Team and Partners

     4
               • Identify Research Questions

     5
               • Choose a Research Methodology

               • Determine the Other Details of the Research
     6           Design

24
     7
               • Implement the Impact Evaluation
May 22, 2012
STEP-BY-STEP GUIDE:
                STEP 6
                Other Considerations
•Sample size and composition
•Trend study vs. Panel study
•Single method vs. Mixed methods
•Early vs. Delayed Baseline Data
Collection

 25

 May 22, 2012
STEP-BY-STEP GUIDE

     1
               • Determine the Purpose for the Evaluation

               • Determine the Financial Resources Available for the
     2           Evaluation

     3
               • Identify Research Team and Partners

     4
               • Identify Research Questions

     5
               • Choose a Research Methodology

     6
               • Determine the Other Details of the Research Design

26
     7
               • Implement the Impact Evaluation
May 22, 2012
STEP-BY-STEP GUIDE:
               STEP 7
                  The Final Act
        •Implement the evaluation
        •Work closely with the local research
        firm, project staff and (as relevant)
        implementing partners and local
        authorities/community leaders
        •Assign one person specific task of
        monitoring the research firm’s
        performance at every stage
27

May 22, 2012
Resources
                   Impact Evaluation Resources
                                                        Donor Organizations
            Evaluation Firms
                                          •International Program for Development Evaluation
•Abdul Latif Jameel Poverty Action
                                          Training
Lab
                                          •United Nations Evaluation Group
•Innovations for Poverty Action
                                          •USAID Private Sector Development Impact
•International Food Policy Research
                                          Assessment Initiative
Institute (IFPRI) Impact Assessment
                                          •World Bank Development Impact Evaluation Initiative
Program
                                          •World Bank Independent Evaluation Group



                  Associations and Networks
•American Evaluation Association                                   Web Resources
•Donor Committee for Enterprise Development                 •Evaluation Portal
•InterAction Monitoring & Evaluation                        •Evaluation Virtual Library
•International Initiative for Impact Evaluation             •Free Resource for Program
•Network of Networks on Impact Evaluation                   Evaluation and Social Research
                                                            Methods
   28

   May 22, 2012
COMMON
                            PITFALLS
•Teams do not conduct appropriate      •Teams do not seek advice on
due diligence about their evaluation   sampling from qualified technical
options                                experts
•Teams implement the baseline data     •Teams inappropriately attribute
collection too soon                    evaluation findings
•Teams implement a trend study         •Teams attempt to implement the
when a panel study would have          impact evaluation using project staff
been both preferable and possible      •Donors demand rigorous
•Teams load up the impact survey       evaluations but do not allocate
with excess questions                  sufficient funding
•Teams do not monitor the local        •Projects make compromises to the
research firm’s adherence to the       evaluation methodology
TOR                                    •Evaluation reports do not fully
•Teams do not budget or plan for       disclose the tradeoffs made
mixed-methods evaluations              •Projects do not closely monitor the
                                       performance of external research
                                       firms
29

May 22, 2012
QUESTIONS
                   ?
               COMMENTS
                  ?

30

May 22, 2012
Want to Learn More?

Multiple ways to continue the discussion
 and continue learning:
• Initiate a monthly session on the M&E guide and
  case studies from across CARE. Contact
  cpennotti@care.org

• Join the Market Engagement Community of
  Practice on LinkedIn.

• Join a task force to review and refine the universal
 31

  indicators. Contact nardi@careinternational.org
 May 22, 2012

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VC M&E Module 11 - Evaluations and Value Chain Projects

  • 1. VALUE CHAIN MONITORING AND EVALUATION GUIDE MODULE 11 Evaluations and Value Chain Projects
  • 2. GETTING STARTED 1 May 22, 2012
  • 3. GETTING STARTED 2 May 22, 2012
  • 4. GETTING STARTED IMPACT PERFORMANCE PROCESS Aim is to determine if Also aims to determine if Aim to assess whether and changes have taken place changes have taken place to what degree projects in the VC or among VC in the VC or among VC have been implemented in actors actors. line with initial plan. To what degree those To what degree CARE’s Does not consider results changes can be attributed interventions contributed to directly, but how the to CARE’s work. those changes. initiative is managed. Designed to answer what Use non experimental Typically internal. would have happened if designs. CARE had not intervened. Assesses timeliness and Typically only gather and quality of performance. Answered via a statistically analyze data from those valid counterfactual using directly engaged or Looking to ID areas for control groups and impacted. improvement to enhance experimental or quasi- 3 implementation process. experimental designs. May 22, 2012 Lower cost, but less rigorous.
  • 5. GETTING STARTED IMPACT PERFORMANCE PROCESS Aim is to determine if Also aims to determine if Aim to assess whether and changes have taken place changes have taken place to what degree projects in the VC or among VC in the VC or among VC have been implemented in actors actors. line with initial plan. To what degree those To what degree CARE’s Does not consider results changes can be attributed interventions contributed to directly, but how the to CARE’s work. those changes. initiative is managed. Designed to answer what Use non experimental Typically internal. would have happened if designs. CARE had not intervened. Assesses timeliness and Typically only gather and quality of performance. Answered via a statistically analyze data from those valid counterfactual using directly engaged or Looking to ID areas for control groups and impacted. improvement to enhance experimental or quasi- 4 implementation process. experimental designs. May 22, 2012 Lower cost, but less rigorous.
  • 6. GETTING STARTED 5 May 22, 2012
  • 7. STEP-BY-STEP GUIDE 1 • Determine the Purpose for the Evaluation • Determine the Financial Resources Available for the 2 Evaluation 3 • Identify Research Team and Partners 4 • Identify Research Questions 5 • Choose a Research Methodology 6 • Determine the Other Details of the Research Design 6 7 • Implement the Impact Evaluation May 22, 2012
  • 8. STEP-BY-STEP GUIDE: STEP 1 FIRST! Ask yourself what is the purpose of this evaluation and who is it for? Not asking this can result in a methodology poorly matching donor requirements and can cost precious time, money and energy. 7 May 22, 2012
  • 9. STEP-BY-STEP GUIDE: STEP 1 Other Angles to Consider •Typically, there are 3 M&E clients that might want an impact evaluation •Motivations for conducting an impact evaluation •Impact evaluations are not always the right choice. 8 May 22, 2012
  • 10. STEP-BY-STEP GUIDE 1 • Determine the Purpose for the Evaluation • Determine the Financial Resources Available for 2 the Evaluation 3 • Identify Research Team and Partners 4 • Identify Research Questions 5 • Choose a Research Methodology 6 • Determine the Other Details of the Research Design 9 7 • Implement the Impact Evaluation May 22, 2012
  • 11. STEP-BY-STEP GUIDE: STEP 2 Evaluation Costs •More rigorous evaluations = More $$ •Attributable evidence is expensive • Cost depends on: Sample size # of research rounds Survey length Sampling methodology Geographic dispersion of respondents International evaluation experts 10 Price of local research May 22, 2012 talent
  • 12. STEP-BY-STEP GUIDE: STEP 2 WA R N I N G ! Best practice evaluation standards strongly recommend outsourcing impact evaluations. 11 May 22, 2012
  • 13. STEP-BY-STEP GUIDE 1 • Determine the Purpose for the Evaluation • Determine the Financial Resources Available for the 2 Evaluation 3 • Identify Research Team and Partners 4 • Identify Research Questions 5 • Choose a Research Methodology 6 • Determine the Other Details of the Research Design 12 7 • Implement the Impact Evaluation May 22, 2012
  • 14. STEP-BY-STEP GUIDE: STEP 3 Activities and Responsibilities for External Research Partners Refining Sharpening Translating Pilot testing Evaluation Research research research Design Questions instruments instruments Developing Training Managing Entering the research survey the field data results into instruments enumerators collection data shell Cleaning the Transcripts Data Final reports data set of interviews analysis 13 May 22, 2012
  • 15. STEP-BY-STEP GUIDE: STEP 3 Proposals from Potential Research Partners •Receiving proposals •Evaluating proposals •Evaluation and selection criteria •World Bank guide 14 May 22, 2012
  • 16. STEP-BY-STEP GUIDE 1 • Determine the Purpose for the Evaluation • Determine the Financial Resources Available for the 2 Evaluation 3 • Identify Research Team and Partners 4 • Identify Research Questions 5 • Choose a Research Methodology 6 • Determine the Other Details of the Research Design 15 7 • Implement the Impact Evaluation May 22, 2012
  • 17. STEP-BY-STEP GUIDE: STEP 4 How to ID Questions •Benefit from research partner’s knowledge and experience •Questions should measure critical links and associated key performance indicators •Goal is to verify results •Involve the team and M&E clients early •Check USAID publications 16 May 22, 2012
  • 18. STEP-BY-STEP GUIDE 1 • Determine the Purpose for the Evaluation • Determine the Financial Resources Available for the 2 Evaluation 3 • Identify Research Team and Partners 4 • Identify Research Questions 5 • Choose a Research Methodology 6 • Determine the Other Details of the Research Design 17 7 • Implement the Impact Evaluation May 22, 2012
  • 19. STEP-BY-STEP GUIDE: STEP 5 Creating a Comparison Group •Must be a group of farmers, entrepreneurs, business owners, etc. as similar as possible to the actual project beneficiaries •AKA Control group vs. Treatment group •Isolates different impacts 18 May 22, 2012
  • 20. STEP-BY-STEP GUIDE: STEP 5 2 Sources of Selection OBSERVABLE CHARACTERISTICS Bias of an individual’s personality UNOBSERVABLE CHARACTERISTICS •Aspects •Include things that can be seen or that play a large role in determining tangibly measured success •Personal initiative, entrepreneurial spirit, •Sex, education, age, location, etc. risk orientation, persistence, self- •If treatment group is 90% male / confidence, optimism, etc. 10% female and control group is •Those who volunteer for VC projects 40% male / 60% female, you will have more of these qualities than others come up with invalid conclusions. •Comparing a group of new-seed •Educated vs. uneducated adopters to a group of non-adopters •Urban vs. rural would not allow us to know to what extent any observed differences in farming outcomes are the result of the project of the result of pre-existing personality 19 differences among the groups May 22, 2012
  • 21. STEP-BY-STEP GUIDE: STEP 5 Experimental Methods of Evaluation •Follows the same basic approach as a placebo experiment •Of a selected group of maize farmers, some receive project assistance while others do not •Theoretically eliminates all sources of selection bias •Also referred to as randomized controlled trials 20 (RCTs) May 22, 2012
  • 22. STEP-BY-STEP GUIDE: STEP 5 Downsides of Experimental Method •Randomization protocols can be complicated, time consuming and operationally burdensome •May be perceived as unethical •Not ideal for projects with small #’s of beneficiaries, impromptu projects, specified locations or groups of people, or projects with no available control group (broad-based policy reform) •VC projects are flexible, easily changed, while this methodology requires consistent variables •Difficult for evaluation designers to reasonably ‘control for’ changes in the environment that was not influenced by the 21 May 22, 2012 project.
  • 23. STEP-BY-STEP GUIDE: STEP 5 Quasi-Experimental Methods •Does not randomly assign subjects into treatment and control groups •Instead, compares pre-existing groups via a matching process •Treatment groups are selected via random sampling •Control groups are selected by ID’ing areas and communities with matching observable characteristics and then randomly sampling the relevant population living in those areas and communities. •But, quasi-experimental methods are less rigorous than experimental 22 May 22, 2012
  • 24. STEP-BY-STEP GUIDE: STEP 5 In choosing your method, ask the following: •Will our M&E system clients be less well served if we opt for a quasi-experimental design over an experimental design? •Is our project amenable to random assignment? •Is random assignment operationally feasible? •Can we manage/overcome the anticipated opposition from our project staff and external stakeholders? •Is the tradeoff of an increased operational burden worth the improvement we get in statistical credibility? If ‘Yes’ to each, then experimental If ‘No’ to any, then quasi- 23 May 22, 2012 experimental
  • 25. STEP-BY-STEP GUIDE 1 • Determine the Purpose for the Evaluation • Determine the Financial Resources Available for the 2 Evaluation 3 • Identify Research Team and Partners 4 • Identify Research Questions 5 • Choose a Research Methodology • Determine the Other Details of the Research 6 Design 24 7 • Implement the Impact Evaluation May 22, 2012
  • 26. STEP-BY-STEP GUIDE: STEP 6 Other Considerations •Sample size and composition •Trend study vs. Panel study •Single method vs. Mixed methods •Early vs. Delayed Baseline Data Collection 25 May 22, 2012
  • 27. STEP-BY-STEP GUIDE 1 • Determine the Purpose for the Evaluation • Determine the Financial Resources Available for the 2 Evaluation 3 • Identify Research Team and Partners 4 • Identify Research Questions 5 • Choose a Research Methodology 6 • Determine the Other Details of the Research Design 26 7 • Implement the Impact Evaluation May 22, 2012
  • 28. STEP-BY-STEP GUIDE: STEP 7 The Final Act •Implement the evaluation •Work closely with the local research firm, project staff and (as relevant) implementing partners and local authorities/community leaders •Assign one person specific task of monitoring the research firm’s performance at every stage 27 May 22, 2012
  • 29. Resources Impact Evaluation Resources Donor Organizations Evaluation Firms •International Program for Development Evaluation •Abdul Latif Jameel Poverty Action Training Lab •United Nations Evaluation Group •Innovations for Poverty Action •USAID Private Sector Development Impact •International Food Policy Research Assessment Initiative Institute (IFPRI) Impact Assessment •World Bank Development Impact Evaluation Initiative Program •World Bank Independent Evaluation Group Associations and Networks •American Evaluation Association Web Resources •Donor Committee for Enterprise Development •Evaluation Portal •InterAction Monitoring & Evaluation •Evaluation Virtual Library •International Initiative for Impact Evaluation •Free Resource for Program •Network of Networks on Impact Evaluation Evaluation and Social Research Methods 28 May 22, 2012
  • 30. COMMON PITFALLS •Teams do not conduct appropriate •Teams do not seek advice on due diligence about their evaluation sampling from qualified technical options experts •Teams implement the baseline data •Teams inappropriately attribute collection too soon evaluation findings •Teams implement a trend study •Teams attempt to implement the when a panel study would have impact evaluation using project staff been both preferable and possible •Donors demand rigorous •Teams load up the impact survey evaluations but do not allocate with excess questions sufficient funding •Teams do not monitor the local •Projects make compromises to the research firm’s adherence to the evaluation methodology TOR •Evaluation reports do not fully •Teams do not budget or plan for disclose the tradeoffs made mixed-methods evaluations •Projects do not closely monitor the performance of external research firms 29 May 22, 2012
  • 31. QUESTIONS ? COMMENTS ? 30 May 22, 2012
  • 32. Want to Learn More? Multiple ways to continue the discussion and continue learning: • Initiate a monthly session on the M&E guide and case studies from across CARE. Contact cpennotti@care.org • Join the Market Engagement Community of Practice on LinkedIn. • Join a task force to review and refine the universal 31 indicators. Contact nardi@careinternational.org May 22, 2012

Editor's Notes

  1. Explain from warning box on page 91
  2. Explained in depth on page 95
  3. Explained in depth on page 95