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BUNDLES OF
JOY?
USING THE ERA DATABASE TO EXPLORE THE
OUTCOMES OF CSA PRACTICE INTERACTIONS
Peter Steward, Christine Lamanna, Todd
Rosenstock
p.steward@cgiar.org
A TYPOLOGY OF PRACTICE
INTERACTIONS
Averaging
max(A|B) > A*B > min(A|B)
Bundle is worse than the best practice
alone, better than the worst practice
alone.
Additive
A+B > A*B > max(A|B)
Bundle is better than either
practice alone.
Superadditive or Synergy
A*B > A+B
Bundle is better than the sum of
doing both practices alone.
Inorganic fertilizer
increases yield 50%
A
Improved varieties
increase yield 25%
B
?
BA
Antagonistic
A*B < min(A|B)
Bundle is worse than either
practice alone.%ChangeinYield
25%
50%
75%
“The whole is greater
than the sum of parts.”
https://era.ccafs.cgiar.org/
BUNDLES & CSA PILLARS
Weighted % of observations by interaction type per CSA outcome
Resilience
N = 678 observations / 83 studies
Productivity
N = 228 observations / 44 studies
https://era.ccafs.cgiar.org/
THERE’S MORE THAN ONE WAY TO
TEST A BUNDLE
A
B CA
Focal =
Improved
varieties
https://era.ccafs.cgiar.org/
AFocal
Practice =
A
B CA D E
A
DA

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Day2_Plenary_Peter R Steward

  • 1. BUNDLES OF JOY? USING THE ERA DATABASE TO EXPLORE THE OUTCOMES OF CSA PRACTICE INTERACTIONS Peter Steward, Christine Lamanna, Todd Rosenstock p.steward@cgiar.org
  • 2. A TYPOLOGY OF PRACTICE INTERACTIONS Averaging max(A|B) > A*B > min(A|B) Bundle is worse than the best practice alone, better than the worst practice alone. Additive A+B > A*B > max(A|B) Bundle is better than either practice alone. Superadditive or Synergy A*B > A+B Bundle is better than the sum of doing both practices alone. Inorganic fertilizer increases yield 50% A Improved varieties increase yield 25% B ? BA Antagonistic A*B < min(A|B) Bundle is worse than either practice alone.%ChangeinYield 25% 50% 75% “The whole is greater than the sum of parts.” https://era.ccafs.cgiar.org/
  • 3. BUNDLES & CSA PILLARS Weighted % of observations by interaction type per CSA outcome Resilience N = 678 observations / 83 studies Productivity N = 228 observations / 44 studies https://era.ccafs.cgiar.org/
  • 4. THERE’S MORE THAN ONE WAY TO TEST A BUNDLE A B CA Focal = Improved varieties https://era.ccafs.cgiar.org/ AFocal Practice = A B CA D E A DA