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Building the evidential quality
        of evaluations

      ALNAP March 5, 2013


         Tony Redmond
Humanitarian vs Development
Hierarchy of Evidence
Most evidence in the
humanitarian sphere is in the
weakest categories or outside
   the pyramid altogether
Expert Opinion
• Consensus Statements Regarding the
  Multidisciplinary Care of Limb Amputation Patients
  in Disasters or Humanitarian Emergencies: Report of
  the 2011 Humanitarian Action Summit Surgical
  Working Group on Amputations Following Disasters
  or Conflict
• Delphi Studiens
Gathering the Evidence
bias
• Incentive
• Observer
• Systematic (non random) error
  – Confidence intervals
RCT
               Sibbald B, BMJ 1998;316:201


• the most rigorous way of determining
  whether a cause-effect relation exists
  between intervention and outcome and
• for assessing the cost effectiveness of an
  intervention.
Dangerous Data
• Wrong inference
• Randomisation
• Open and transparent
HERR
• Medical teams are 200 times as cost
  effective as UKISAR

• That is they cost less, stay longer, treat
  more people and save more lives
sampling
Convenience sampling
• Using those who are willing to
  volunteer, or cases which are presented to
  you as a sample.
Judgement sampling
• Based on deliberate choice and excludes
  any random process.
• Normal application is for small samples
  from a population that is well understood
  and there is a clear method for picking the
  sample.
• Is used to provide illustrative examples or
  case studies.
Simple random sampling
• Ensures every member of the population
  has an equal chance of selection.
• Produces defensible estimates of the
  population and sampling error.
• Simple sample design and interpretation.
Cluster sampling

Units in the population can often be found in geographical groups or clusters. A
random sample of clusters is taken, then all units within those clusters are
examined.
• Quicker, easier and cheaper than other forms of random sampling.
• Does not require complete population information.
• Useful for face-to-face interviews.
• Works best when each cluster can be regarded as a microcosm of the
  population.
• Larger sampling error than other forms of random sampling.
• If clusters are not small it can become expensive.
• A larger sample size may be
needed to compensate for
greater sampling error.
Why is evidence ignored?
• Evidence influencing policy
• Policy influencing evidence
• We've always done it this way…
• ……and it’s done no harm (regardless of
  the evidence)
• Maybe the evidence was always there….
Epidemiology/statistics
•   Observation
•   Pattern Recognition
•   Cause and effect or coincidence
•   Change of practice
CONFIDENCE
INTERVALS (CI)
                       MEAN VALUE



                               You have a 95%
                               confidence that
                               the TRUE VALUE
                               should fall
                               between the CI if
                               the study is
                               repeated multiple
                               times in a similar
                               population




     95% CONFIDENCE INTERVAL
assessments
•   Early warning
•   Risk analysis
•   Trending
•   Needs assessment
Evidence based medicine
• Clinical trials in the field – in an
  emergency?
• Multiple disciplines
Evaluation
• What was done?
• What was the reason for doing it?
• What did they find?

• SO WHAT?
Benefit cost
What you have to evaluate
          adapted from DFID WASH Evaluation 2011


• Internal validity – was what they did good
  enough?
• External validity – relevance to you?
• Can you implement it ?
• Sustainability?
• Wider impact?
• COST
Is good enough, good enough?
Humanitarian
• Historically draws on concept of
  compassion, individuality and reform
  (transformation)

• It is evidence and evaluation that will help
  us reform and lead us to prevention

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Building the evidential quality of evaluations (Tony Redmond, Uni Manchester)

  • 1. Building the evidential quality of evaluations ALNAP March 5, 2013 Tony Redmond
  • 4. Most evidence in the humanitarian sphere is in the weakest categories or outside the pyramid altogether
  • 5. Expert Opinion • Consensus Statements Regarding the Multidisciplinary Care of Limb Amputation Patients in Disasters or Humanitarian Emergencies: Report of the 2011 Humanitarian Action Summit Surgical Working Group on Amputations Following Disasters or Conflict • Delphi Studiens
  • 6.
  • 7.
  • 9. bias • Incentive • Observer • Systematic (non random) error – Confidence intervals
  • 10. RCT Sibbald B, BMJ 1998;316:201 • the most rigorous way of determining whether a cause-effect relation exists between intervention and outcome and • for assessing the cost effectiveness of an intervention.
  • 11. Dangerous Data • Wrong inference • Randomisation • Open and transparent
  • 12. HERR • Medical teams are 200 times as cost effective as UKISAR • That is they cost less, stay longer, treat more people and save more lives
  • 14. Convenience sampling • Using those who are willing to volunteer, or cases which are presented to you as a sample.
  • 15. Judgement sampling • Based on deliberate choice and excludes any random process. • Normal application is for small samples from a population that is well understood and there is a clear method for picking the sample. • Is used to provide illustrative examples or case studies.
  • 16. Simple random sampling • Ensures every member of the population has an equal chance of selection. • Produces defensible estimates of the population and sampling error. • Simple sample design and interpretation.
  • 17. Cluster sampling Units in the population can often be found in geographical groups or clusters. A random sample of clusters is taken, then all units within those clusters are examined. • Quicker, easier and cheaper than other forms of random sampling. • Does not require complete population information. • Useful for face-to-face interviews. • Works best when each cluster can be regarded as a microcosm of the population. • Larger sampling error than other forms of random sampling. • If clusters are not small it can become expensive. • A larger sample size may be needed to compensate for greater sampling error.
  • 18. Why is evidence ignored? • Evidence influencing policy • Policy influencing evidence • We've always done it this way… • ……and it’s done no harm (regardless of the evidence) • Maybe the evidence was always there….
  • 19. Epidemiology/statistics • Observation • Pattern Recognition • Cause and effect or coincidence • Change of practice
  • 20. CONFIDENCE INTERVALS (CI) MEAN VALUE You have a 95% confidence that the TRUE VALUE should fall between the CI if the study is repeated multiple times in a similar population 95% CONFIDENCE INTERVAL
  • 21. assessments • Early warning • Risk analysis • Trending • Needs assessment
  • 22. Evidence based medicine • Clinical trials in the field – in an emergency? • Multiple disciplines
  • 23.
  • 24. Evaluation • What was done? • What was the reason for doing it? • What did they find? • SO WHAT?
  • 26. What you have to evaluate adapted from DFID WASH Evaluation 2011 • Internal validity – was what they did good enough? • External validity – relevance to you? • Can you implement it ? • Sustainability? • Wider impact? • COST
  • 27. Is good enough, good enough?
  • 28. Humanitarian • Historically draws on concept of compassion, individuality and reform (transformation) • It is evidence and evaluation that will help us reform and lead us to prevention