Evidence map›Paper›PMID 36597471›Full record

ArticleField crops research2023

Impact of CGIAR maize germplasm in Sub-Saharan Africa.

Vijesh V Krishna, Maximina A Lantican, B M Prasanna, Kevin Pixley, Tahirou Abdoulaye, Abebe Menkir, Marianne Bänziger, Olaf Erenstein

Open access · hybridAbstract read
In one paragraph

Article in Field crops research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
2.9field-weighted citation impact, top 9% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 25 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 4 institutions in 4 countries.

Vijesh V KrishnaInternational Maize and Wheat Improvement Center (CIMMYT), ICRISAT Campus, Patancheru, 502324 Hyderabad, India.
Maximina A LanticanCIMMYT, Mexico City, Mexico.
B M PrasannaCIMMYT, Nairobi, Kenya.
Kevin PixleyCIMMYT, Mexico City, Mexico.
Tahirou AbdoulayeInternational Institute of Tropical Agriculture (IITA), Bamako, Mali.
Abebe MenkirIITA, Ibadan, Nigeria.
Marianne BänzigerCIMMYT, Mexico City, Mexico.
Olaf ErensteinCIMMYT, Mexico City, Mexico.
Centro Internacional de Mejoramiento de Maíz Y Trigo · MXInstitut du Sahel · MLInternational Crops Research Institute for the Semi-Arid Tropics · INInternational Maize and Wheat Improvement Center · KE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study reports on the adoption and impacts of CGIAR-related maize varieties in 18 major maize-producing countries in sub-Saharan Africa (SSA) during 1995-2015. Of the 1345 maize varieties released during this timeframe, approximately 60% had a known CGIAR parentage. About 34% (9.5 million ha) of the total maize area in 2015 was cultivated with 'new' CGIAR-related maize varieties released between 1995 and 2015. In the same year, an additional 13% of the maize area was cultivated with 'old' CGIAR-related maize varieties released before 1995. The aggregate annual economic benefit of using new CGIAR-related maize germplasm for yield increase in SSA was estimated at US$1.1-1.6 billion in 2015, which we attributed equally to co-investments by CGIAR funders, public-sector national research and extension programs, and private sector partners. Given that the annual global investment in CGIAR maize breeding at its maximum was US$30 million, the benefit-cost ratios for the CGIAR investment and CGIAR-attributable portion of economic benefits varied from 12:1-17:1, under the assumption of a 5-year lag in the research investment to yield returns. The study also discusses the methodological challenges involved in large-scale impact assessments. Post-2015 CGIAR tropical maize breeding efforts have had a strong emphasis on stress tolerance.

Indexed as

CGIARCIMMYT, International Maize and Wheat Improvement CenterCrop research programCRP, CGIAR Research ProgramDPD, dynamic panel dataEconomic impactGMM, generalized method of momentsIITA, International Institute of Tropical AgricultureImproved germplasmNARS, National Agriculture Research SystemOLS, ordinary least squaresOPVs, open-pollinated varietiesproVA, provitamin-AQPM, quality protein maizeR&D, research-and-developmentSME, small and medium enterpriseSSA, sub-Saharan AfricaVarietal adoption

Identifiers

PMID36597471
PMCPMC9760565
OpenAlexW4309236688

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.