Evidence map›Paper›PMID 33116201›Full record

ArticleScientific reports2020

Ethiopia's transforming wheat landscape: tracking variety use through DNA fingerprinting.

D P Hodson, M Jaleta, K Tesfaye, C Yirga, H Beyene, A Kilian, J Carling, T Disasa, S K Alemu, T Daba and 6 more

Erratum issuedOpen access · goldAbstract read
In one paragraph

Article in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
9.3field-weighted citation impact, top 2% 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

11 citing papers in PubMed, 66 citations in OpenAlex.

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  9. Genomics-driven breeding for local adaptation of durum wheat is enhanced by farmers' traditional knowledge.Proceedings of the National Academy of Sciences of the United States of America · 2023
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

16 authors at 3 institutions in 2 countries.

D P HodsonInternational Maize and Wheat Improvement Center (CIMMYT), Mexico City, Mexico. d.hodson@cgiar.org.
M JaletaInternational Maize and Wheat Improvement Center (CIMMYT), Addis Ababa, Ethiopia.
K TesfayeInternational Maize and Wheat Improvement Center (CIMMYT), Addis Ababa, Ethiopia.
C YirgaEthiopian Institute of Agricultural Research (EIAR), Addis Ababa, Ethiopia.
H BeyeneEthiopian Central Statistical Agency (CSA), Addis Ababa, Ethiopia.
A KilianDiversity Array Technologies (DArT), Canberra, Australia.
J CarlingDiversity Array Technologies (DArT), Canberra, Australia.
T DisasaEthiopian Institute of Agricultural Research (EIAR), Holeta, Ethiopia.
S K AlemuEthiopian Institute of Agricultural Research (EIAR), Holeta, Ethiopia.
T DabaEthiopian Institute of Agricultural Research (EIAR), Addis Ababa, Ethiopia.
A MisganawEthiopian Institute of Agricultural Research (EIAR), Holeta, Ethiopia.
K NegishoEthiopian Institute of Agricultural Research (EIAR), Holeta, Ethiopia.
Y AlemayehuInternational Maize and Wheat Improvement Center (CIMMYT), Addis Ababa, Ethiopia.
A BadeboInternational Maize and Wheat Improvement Center (CIMMYT), Addis Ababa, Ethiopia.
B AbeyoInternational Maize and Wheat Improvement Center (CIMMYT), Addis Ababa, Ethiopia.
O ErensteinInternational Maize and Wheat Improvement Center (CIMMYT), Mexico City, Mexico.
Ethiopian Institute of Agricultural Research · ETInternational Maize and Wheat Improvement Center · ETCentro Internacional de Mejoramiento de Maíz Y Trigo · MX

Funding

Bill & Melinda Gates Foundation OPP1118996
6 · The paper itself

Abstract

Ethiopia is the largest wheat producer in sub-Saharan Africa yet remains a net importer. Increasing domestic wheat production is a national priority. Improved varieties provide an important pathway to enhancing productivity and stability of production. Reliably tracking varietal use and dynamics is a challenge, and the value of conventional recall surveys is increasingly questioned. We report the first nationally representative, large-scale wheat DNA fingerprinting study undertaken in Ethiopia. Plot level comparison of DNA fingerprinting with farmer recall from nearly 4000 plots in the 2016/17 season indicates that only 28% of farmers correctly named wheat varieties grown. The DNA study reveals that new, rust resistant bread wheat varieties are now widely adopted. Germplasm originating from CGIAR centres has made a significant contribution. Corresponding productivity gains and economic benefits have been substantial, indicating high returns to investments in wheat improvement. The study provides an accurate assessment of wheat varietal status and sets a benchmark for national policy-makers and donors. In recent decades, the Ethiopian wheat landscape has transformed from local tetraploid varieties to widespread adoption of high yielding, rust resistant bread wheat. We demonstrate that DNA fingerprinting can be applied at scale and is likely to transform future crop varietal adoption studies.

Indexed as

AgricultureCrops, AgriculturalDNA FingerprintingEthiopiaFarmersTriticum

Identifiers

PMID33116201
PMCPMC7595036
OpenAlexW3095198890

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.