Paper · 2026 · Journal of Sustainable Agriculture and Environment

How Do Management Choices Impact the Performance of Cassava‐Legume Intercropping in Africa? A Meta‐Analysis

Dorcas I. Aisien; Guillermo Hernandez‐Ramirez; Akim Omokanye

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verbatim quotes
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citations
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Open access · cc-by

Abstract

ABSTRACT Intercropping can enable sustainable intensification. In Africa, smallholder farmers rely on Cassava ( Manihot esculenta Crantz) as a staple food. Nevertheless, the performance of cassava intercropping emerges from management choices such as legume species selection, planting density, sowing time, and nitrogen (N) fertilisation as well as soil properties and climate. We assembled a meta‐analysis of published studies in Africa, encompassing 42 field experiments and 184 paired comparisons of intercropping systems. Cassava‐legume mixtures were evaluated by (i) the yield of cassava in intercrops versus monocrops as a partial land equivalent ratio (LER) of cassava (as Ln PLER Cas ), and (ii) the overall LER. The most common intercropped legumes were soybeans, cowpeas and groundnuts. Sowing legumes slightly later than cassava was more productive. Based on back‐transformed PLER Cas , a yield reduction of −18% (CI 95% : −13% to −23%) when cassava and legume were planted simultaneously shifted to cassava yield gains of +16% (CI 95% : +1% to +34%) when the legume sowing was delayed by 2–4 weeks ( p < 0.001). When intercropped, increases in cassava planting density beyond 10,000 plants ha −1 gradually reduced cassava yields ( p < 0.001). Intercropping cassava with legumes greatly benefited cassava yield, particularly on coarse‐textured soils ( p < 0.001). In general, based on all available pairwise comparisons, although intercropped cassava yielded 16% (CI 95% : 11%–20%) lower than cassava monocrops, an overall LER of 1.84 (unitless; CI 95% : 1.78–1.90) for cassava‐legume mixtures showcased a substantial advantage in land use efficiency. Results highlight the intercropping opportunities to further develop much needed food production systems that are sustainable and resilient.

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Claims 6

Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Simultaneous cassava and legume planting reduced cassava yield by 18%.

Treatment
cassava and legume were planted simultaneouslye0
Outcome
yielde0
Direction
reductione0
Value
−18%e0
Qualifier
CI 95% : −13% to −23%e0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Manihot esculenta
Manihot esculenta · Taxon葉子 · CC0 · iNaturalist ↗

Verbatim

e0

“a yield reduction of −18% (CI 95% : −13% to −23%) when cassava and legume were planted simultaneously”

✓ located verbatim in the source · abstract, characters 899–1000 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Delaying legume sowing 2–4 weeks increased cassava yield by 16%.

Treatment
legume sowing was delayed by 2–4 weekse0
Outcome
cassava yielde0
Direction
gainse0
Value
+16%e0
Qualifier
CI 95% : +1% to +34%e0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Manihot esculenta
Manihot esculenta · Taxon葉子 · CC0 · iNaturalist ↗

Verbatim

e0

“cassava yield gains of +16% (CI 95% : +1% to +34%) when the legume sowing was delayed by 2–4 weeks ( p < 0.001)”

✓ located verbatim in the source · abstract, characters 1012–1123 · show in text ↑
Associationobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

Intercropped cassava yield declined as planting density exceeded 10,000 plants per hectare.

Treatment
planting density beyond 10,000 plants ha −1e0
Outcome
cassava yieldse0
Direction
reducede0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Manihot esculenta
Manihot esculenta · Taxon葉子 · CC0 · iNaturalist ↗

Verbatim

e0

“When intercropped, increases in cassava planting density beyond 10,000 plants ha −1 gradually reduced cassava yields ( p < 0.001)”

✓ located verbatim in the source · abstract, characters 1125–1254 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Legume intercropping benefited cassava yield particularly on coarse-textured soils.

Treatment
Intercropping cassava with legumese0
Outcome
cassava yielde0
Direction
benefitede0
Qualifier
coarse‐textured soilse0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Manihot esculenta
Manihot esculenta · Taxon葉子 · CC0 · iNaturalist ↗

Verbatim

e0

“Intercropping cassava with legumes greatly benefited cassava yield, particularly on coarse‐textured soils ( p < 0.001)”

✓ located verbatim in the source · abstract, characters 1256–1374 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Across comparisons, intercropped cassava yielded 16% less than monocropped cassava.

Treatment
intercropped cassavae0
Outcome
yieldede0
Direction
lowere0
Value
16%e0
Qualifier
CI 95% : 11%–20%e0
Comparator
cassava monocropse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Manihot esculenta
Manihot esculenta · Taxon葉子 · CC0 · iNaturalist ↗

Verbatim

e0

“intercropped cassava yielded 16% (CI 95% : 11%–20%) lower than cassava monocrops”

✓ located verbatim in the source · abstract, characters 1442–1522 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Cassava-legume mixtures attained a land equivalent ratio of 1.84.

Outcome
overall LERe0
Value
1.84e0
Qualifier
CI 95% : 1.78–1.90e0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Manihot esculenta
Manihot esculenta · Taxon葉子 · CC0 · iNaturalist ↗

Verbatim

e0

“an overall LER of 1.84 (unitless; CI 95% : 1.78–1.90) for cassava‐legume mixtures showcased a substantial advantage in land use efficiency”

✓ located verbatim in the source · abstract, characters 1524–1662 · show in text ↑

intercropping · yield · Manihot esculenta (cassava)Results differ

78 papers: 48 positive, 30 negative or no effect

47 papers in the same direction as this paper · 28 in the opposite direction · 2 reporting no difference from an alternative

  1. negative
  2. positive
  3. positive

74 papers more in this group

See all 78 papers →

Claims are grouped by organism, treatment and what was measured or targeted. A paper counts as positive when any of its claims in the group is positive.