Evidence map›Paper›PMID 34866657›Full record

ArticleOutlook on agriculture2021

Characterizing cassava farmer typologies and their seed sourcing practices to explore opportunities for economically sustainable seed business models in Rwanda.

Fleur Kilwinger, Samuel Mugambi, Rhys Manners, Marc Schut, Silver Tumwegamire, Athanase Nduwumuremyi, Sylvie Bambara, Marthe Paauwe, Conny Almekinders

Open access · hybridAbstract read
In one paragraph

Article in Outlook on agriculture, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
3.1field-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

2 citing papers in PubMed, 25 citations in OpenAlex.

  1. Article
  2. Review
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

9 authors at 2 institutions in 2 countries.

Fleur KilwingerKnowledge, Technology and Innovation (KTI), Wageningen University, Wageningen, The Netherlands.ORCID https://orcid.org/0000-0001-5853-795X
Samuel MugambiInternational Institute of Tropical Agriculture (IITA), Rwanda.ORCID https://orcid.org/0000-0001-7088-4479
Rhys MannersInternational Institute of Tropical Agriculture (IITA), Rwanda.
Marc SchutKnowledge, Technology and Innovation (KTI), Wageningen University, Wageningen, The Netherlands.
Silver TumwegamireInternational Institute of Tropical Agriculture (IITA), Rwanda.
Athanase NduwumuremyiRwanda Agriculture and Animal Resources Development Board (RAB), Rwanda.
Sylvie BambaraSPARK, Rwanda.
Marthe PaauweSPARK, Rwanda.
Conny AlmekindersKnowledge, Technology and Innovation (KTI), Wageningen University, Wageningen, The Netherlands.ORCID https://orcid.org/0000-0001-9779-5150
Wageningen University & Research · NLRwanda Agriculture Board · RW

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The overdependency on local cassava varieties and informal seed sources by farmers in Rwanda has contributed to the spread of cassava viral diseases. The use of improved planting materials made available through formal seed sources, that assure seed quality, is one way to prevent future disease outbreaks. In order to increase the availability of, and farmers access to, such materials there is increasing interest to develop seed business models. This study aims to understand seed sourcing practices of different farm typologies to inform the development of tailored seed business models. A total of 390 farmers were interviewed and the collected data was analyzed into clusters, resulting in seven farm typologies. Seed sourcing strategies, seed replacement dynamics and purchasing behavior of these typologies were explored via a seed tracing study. We find that more commercial oriented farmers have better access to formal seed sources. Nevertheless, the majority of farmers in all typologies accessed new varieties and quality cassava seed via informal channels. At both formal and informal sources, cash investments in seed were mainly made by the categories of better-off farmers, and were one-time investments to acquire a new variety. Based on farmers current seed sourcing practices, clarifications on the differences between farmers and their willingness-to-pay, the roles of seed degeneration, cost-benefit analysis, value propositions and profit formulas seem important requirements for the further development of viable cassava seed business models. We conclude that tailoring seed business models can have a high potential as it acknowledges differences among farmers, but that careful coordination is needed to ensure that one approach or intervention does not contrast with and/or undermine the others.

Indexed as

adoptionmanihot esculentaSeed-sourcing strategiesseed tracingtailored approaches

Identifiers

PMID34866657
PMCPMC8637389
OpenAlexW3217263531

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.