Scenarios for an agroecological transition of smallholder family farmers: a case study in Guadeloupe
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Written from the paper’s full text.
TL;DR
This paper tests a five-step participatory method in Nord Grande Terre, Guadeloupe, to help smallholder family farmers build agroecological transition scenarios across farming, socio-technical, and social-ecological systems. It finds that farmers mainly chose incremental efficiency or substitution changes rather than radical redesign, while the process shifted researchers toward farmer-managed experiments and territorial action planning.
Key findings
- Among 63 surveyed farms, 23% were conventional, 20% were improving input efficiency, 34% were substituting synthetic inputs with organic ones, and 23% were fully agroecological. Average farm areas were 10 ha for conventional, 2.5 ha for efficient, 5 ha for substitution, and 4 ha for agroecological farms.
- In farm simulations with 18 farmers, no farmer proposed a radical shift from conventional or efficient management to agroecological management. Agroecological farms showed lower gross product (1020 vs. 3376 euro/ha/year) and biomass production (2.9 vs. 4.8 t/ha/year) than conventional farms, but a higher gross margin per workday (63 vs. 24 euro/man day).
- Network analysis with 45 farmers found overlapping commercial, social, and information networks. Agroecological farmers had the most connections, and older farmers plus the internet were important for practices such as intercropping, mulching, crop rotation, and low tillage.
- A workshop with 15 farmers and 10 researchers produced a 10-year territorial vision and an action plan with five areas: shared vision, understanding the natural environment, agroecological diversification, institutional support, and territorial autonomy. A follow-up outcome was on-farm experimentation on organic poultry and fodder legumes involving eight farmers.
Methods
- The five-step framework ran from February 2018 to March 2019 in Nord Grande Terre: (1) survey 63 farmers and position farms along an agroecological transition gradient; (2) select 18 farmers to define farm-scale scenarios simulated with a whole-farm model; (3) conduct social network analysis with 45 farmers using Pajek; (4) hold a 1.5-day participatory workshop with 15 farmers and 10 researchers to map ecosystem services and disservices; and (5) build a territorial action plan.
- Sampling was non-random and snowball-based. Data included farm structure and management questionnaires, simulated indicators such as biomass, input costs, income, and gross margin per hectare and per workday, network centrality measures, and participatory mapping.
- Analysis compared baseline and farmer-proposed scenarios, characterized social networks, and used an ex-ante impact pathway approach for action planning. First outcomes were monitored from April 2019 to December 2020.
Limitations
- The paper states that the action plan reflects the values, perceptions, and negotiated views of the participating group, and that who participates is not neutral. Piloting with smallholders limited representativeness and understanding of other actors’ perspectives; future applications could include iterations with key actors.
- The paper states that assessing concrete future outcomes is difficult because scenario methods aim to improve anticipatory knowledge and strategic planning rather than deliver ready-made solutions, and practice changes may occur over the medium or long term. Monitoring and evaluation should be part of implementation.
- Evident from the text: the sample was non-random and relatively small, the farm simulation relied on expert knowledge, literature, or experimental databases rather than simulating biophysical processes, and no farmer proposed radical redesign, which the authors link partly to socio-technical constraints and farmers’ caution about what seemed realistic.
Model-written summary. Check it against the paper before relying on it.
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Cites
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Claims the paper makes
14 of 48 cited sources checked · 9 supported · 0 flagged · accuracy not yet measured
- Interpretationcitation
A sense of work being meaningful in agroecological systems may lead to an underestimation of the amount of work invested in farming activities, particularly if this work is assumed by non-paid family members.
“Moreover, a sense of work being meaningful in agroecological systems also may lead to an underestimation of the amount of work invested in farming activities (Bezner Kerr et al. 2022), particularly if this work is assumed by non-paid family member.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Bezner Kerr et al. 2022 source
The review’s section on empirical studies of meaningful work (p. 11) reports that some farmers found meaning in their work that helped compensate for long hours. The same section describes higher labor demands being met through underpaid or unpaid arrangements, including family labor. It does not say that finding work meaningful leads farmers to underestimate the amount of work invested. (LLM, conf=0.83)
Experimental — accuracy not yet measured
- Findingown data
An initial outcome of the process tested was a shift in the stance of researchers.
“An initial outcome of the process tested was a shift in the stance of researchers.”
Quote in the paperNot a substantial claim - Findingreasoning
The shift in researchers' stance triggered discussions between stakeholders (such as advisers, policy makers, smallholders, and larger farmers) in the territory.
“triggering discussions between stakeholders (such as advisers, policy makers, smallholders, and larger farmers) in the territory.”
Quote in the paperNot a substantial claim - Findingown data
Researchers' focus shifted from experiments conducted on-station toward experiments managed by farmers to co-produce knowledge on the viability of agroecological practices under their own specific conditions.
“Their focus shifted from experiments conducted on-station toward experiments managed by farmers to co-produce knowledge on the viability of agroecological practices under their own specific conditions”
Quote in the paperSubstantial claim - Findingnone given
Type 1 conventional farms had an average area of 10 ha.
“Type 1 conventional farms had an average area of 10 ha.”
Quote in the paperNot a substantial claim
- Findingown data
Agroecological farms presented lower biomass production than conventional farms (2.9 versus 4.8 t/ha/year).
“and biomass production (2.9 versus 4.8 t•ha year -1 )”
Quote in the paperSubstantial claim- Rests on an assumption: The simulation tool's outputs are sufficiently valid to compare farm performances.
- Findingreasoning
Agroecological farmers (type 4) did not mention a significantly higher number of working days.
“Additionally, the agroecological farmers (type 4) did not mention a significantly higher number of working days.”
Quote in the paperNot a substantial claim - Findingreasoning
Agroecological farms had a higher gross margin per workday than conventional farmers (63 versus 24 euro/man day).
“but had a higher gross margin per workday than conventional farmers (63 versus 24 euro•man day -1 ).”
Quote in the paperSubstantial claim- Rests on an assumption: The simulation tool's outputs are sufficiently valid to compare farm performances.
- Findingnone given
The sustainable sugar cane program did not include financial mechanisms to promote the change in farmers' practices.
“However, it did not include financial mechanisms to promote the change in farmers' practices.”
Quote in the paperNot a substantial claim - Findingown data
Type 4 farms had an average area of 4 ha.
“These farms had an average area of 4 ha.”
Quote in the paperNot a substantial claim - Findingown data
Type 2 farms had an average area of 2.5 ha.
“Farms had an average area of 2.5 ha.”
Quote in the paperNot a substantial claim - Findingcitation
Such co-existence can be observed in a same farm where conventional and agroecological practices are implemented.
“Such a co-existence can be observed in a same farm where conventional and agroecological practices are implemented.”
Quote in the paperSubstantial claim - Findingown data
Type 2 farmers have started to implement technical changes that are mostly driven by their wish to decrease their production costs.
“Type 2 farmers, who are in the first stage of the AET gradient, have started to implement technical changes that are mostly driven by their wish to decrease their production costs.”
Quote in the paperNot a substantial claim - Findingnone given
Type 4 agroecological systems were diversified, with more than five crops integrated with animal husbandry (crop sub-products used for animal feeding, animal manure used on crops).
“The agroecological systems in type 4 were diversified, with more than five crops integrated with animal husbandry (crop sub-products used for animal feeding, animal manure used on crops).”
Quote in the paperNot a substantial claim - Findingnone given
For type 4 farmers, the challenge is mostly to improve farm performance.
“For type 4 farmers, who are fully engaged in agroecology, the challenge is mostly to improve farm performance.”
Quote in the paperNot a substantial claim - Findingreasoning
Farmers tend to preferentially implement agroecological practices on food crops.
“and tend to preferentially implement them on food crops.”
Quote in the paperNot a substantial claim - Findingown data
The description of the existing systems confirmed that management practices of smallholder farmers differed according to their location along an AET gradient.
“The description of the existing systems confirmed that management practices of smallholder farmers differed according to their location along an AET gradient.”
Quote in the paperSubstantial claim - Findingown data
The main change farmers chose to test was a decrease in the amount of synthetic inputs.
“The main change farmers chose to test was a decrease in the amount of synthetic inputs;”
Quote in the paperNot a substantial claim - Findingown data
Sugar cane was associated in some cases with cattle rearing using traditional management practices (animals tethered to stakes), but without integration between these two systems.
“Sugar cane was associated in some cases with cattle rearing using traditional management practices (animals tethered to stakes), but without integration between these two systems.”
Quote in the paperNot a substantial claim - Findingown data
None of the farmers proposed a radical change from a conventional/efficient farming system to an agroecological farming system.
“None of them proposed a radical change from a conventional/efficient farming system to an agroecological farming system.”
Quote in the paperSubstantial claim - Findingown data
Type 3 farms had an average area of 5 ha.
“The farms had an average area of 5 ha.”
Quote in the paperNot a substantial claim - Findingown data
Agroecological farms presented lower farm gross product than conventional farms (1020 euro/ha/year versus 3376 euro/ha/year).
“Our simulations showed that agroecological farms presented lower performances in terms of farm gross product (1020 euro•ha year -1 versus 3376 euro•ha year -1 )”
Quote in the paperSubstantial claim- Rests on an assumption: The simulation tool's outputs are sufficiently valid to compare farm performances.
- Findingown data
The changes farmers wanted to test and their associated results were related to the extent of the transition envisaged by the farmers.
“however, the changes they wanted to test and their associated results were related to the extent of the transition envisaged by the farmers.”
Quote in the paperNot a substantial claim - Findingown data
Type 1 farms generally produced sugar cane with deep tillage and chemical control of weeds.
“They generally were producing sugar cane with deep tillage and chemical control of weeds.”
Quote in the paperNot a substantial claim - Findingown data
Farmers navigate through these juxtaposed networks according to the specific issues they need to address.
“Farmers navigate through these juxtaposed networks according to the specific issues they need to address.”
Quote in the paperNot a substantial claim - Findingown data
Farmer 6's scenario led to an increase in biomass production and income at the farm scale permitted by the cattle and gardening activities.
“This scenario led to an increase in biomass production and income at the farm scale permitted by the cattle and gardening activities.”
Quote in the paperNot a substantial claim - Findingown data
Farmers mentioned the Internet as a driver in their implementation of agroecological practices, particularly for new practices such as low tillage.
“Farmers also mentioned the Internet as a driver in their implementation of agroecological practices, particularly for new practices such as low tillage (Fig. 5B).”
Quote in the paperNot a substantial claim - Findingreasoning
Few farmers proposed a redesign of their farms.
“Few farmers proposed a redesign of their farms.”
Quote in the paperNot a substantial claim - Findingown data
Through network analysis, key actors who already promote the main agroecological practices mentioned by farmers in step 2 (intercropping, mulching, crop rotation, green fertilizers, and low tillage) were identified.
“Through network analysis, we identified key actors who already promote the main agroecological practices mentioned by farmers in step 2 (scenario development), such as intercropping, mulching, crop rotation, green fertilizers, and low tillage.”
Quote in the paperNot a substantial claim - Findingown data
Agroecological farmers presented the highest number of connections with their sociotechnical environment.
“This step also revealed that agroecological farmers presented the highest number of connections with their sociotechnical environment (Fig. 5C)”
Quote in the paperSubstantial claim - Findingown data
The third step of the framework showed a juxtaposition of various technical networks, namely the commercial, social, and information connections associated with the technical changes identified in the previous step.
“The results of the third step of our framework showed that there is a juxtaposition of various technical networks, namely the commercial, social, and information connections associated with the technical changes identified in the previous step (Fig. 5A).”
Quote in the paperNot a substantial claim - Findingown data
At the individual level, farmers preferred AET scenarios based on the introduction of practices that allow the reduction of commercial inputs through better efficiency and substitution.
“This study showed that at the individual level, farmers preferred AET scenarios based on the introduction of practices that allow the reduction of commercial inputs through better efficiency and substitution.”
Quote in the paperSubstantial claim - Findingnone given
Farmer 15's scenario led to an increase in total income permitted by the poultry activity.
“This scenario led to an increase in total income permitted by the poultry activity.”
Quote in the paperNot a substantial claim - Findingown data
Older farmers appear to be most active in promoting practices such as intercropping, mulching, and crop rotation.
“Older farmers appear to be most active in promoting practices such as intercropping, mulching, and crop rotation.”
Quote in the paperNot a substantial claim - Findingown data
Peers, farmer groups, or cooperatives are part of the three technical networks.
“This is for example the case of peers, farmer groups, or cooperatives that are part of the three technical networks.”
Quote in the paperNot a substantial claim - Findingown data
This step helped farmers identify by themselves the complexity of changes to be implemented beyond the farm scale for an AET.
“This step helped farmers identify by themselves the complexity of changes to be implemented beyond the farm scale for an AET.”
Quote in the paperNot a substantial claim - Findingnone given
The modeling tool at the farm scale allowed farmers to explore potential and realistic combinations of changes at the individual level.
“Our modeling tool at the farm scale allowed farmers to explore potential and realistic combinations of changes at the individual level.”
Quote in the paperSubstantial claim - Findingnone given
Depending on the location of farms in an AET gradient, various scenarios emerged.
“Depending on the location of farms in an AET gradient, various scenarios emerged.”
Quote in the paperNot a substantial claim - Findingown data
The participatory process produced five key areas of change and actions that provide the backbone of an action plan at the territory level.
“The resulting five key areas of change and the actions required to achieve them provide the backbone of an action plan at the territory level:”
Quote in the paperSubstantial claim- Rests on an assumption: The workshop participants' views represent the territory's farmers.
- Findingown data
The network of actors involved in the management and use of water and soil emerged as the two key resources for farmers.
“Specific attention was given to the network of actors involved in the management and use of water and soil, which emerged as the two key resources for farmers.”
Quote in the paperNot a substantial claim - Findingreasoning
The building blocks of the action plan developed included both changes in the socio-technical systems and the social-ecological systems.
“Indeed, the building blocks of the action plan developed included both changes in the socio-technical systems (e.g., new role for research scientists and change of interactions between actors) and the social-ecological systems (e.g., refuge areas to preserve and dynamize biodiversity).”
Quote in the paperSubstantial claim - Findingown data
The application of a five-step method to describe and explore scenarios in farming, socio-technical, and social-ecological systems in the northern part of Guadeloupe with smallholder family farmers who have limited access to support services showed that each step of the method permits specific insights.
“The application of a five-step method to describe and explore scenarios in farming, socio-technical, and social-ecological systems in the northern part of Guadeloupe with smallholder family farmers who have limited access to support services showed that each step of the method permits specific insights.”
Quote in the paperSubstantial claim - Findingown data
At the level of the territory, the analysis allowed us to highlight the links between farms, natural resources, and various stakeholders.
“At the level of the territory, the analysis allowed us to highlight the links between farms, natural resources, and various stakeholders.”
Quote in the paperSubstantial claim - Premisecitation
Farmers in northern Guadeloupe, where banana has not been grown and soils have not been contaminated, are under pressure from civil society to transition toward sustainable practices to produce healthy products for the whole region.
“As a consequence, farmers in the northern part of the island, where banana has not been grown, and where soils have hence not been contaminated, are under pressure from civil society to transition toward sustainable practices in order to produce healthy products for the whole region (Ozier-Lafontaine et al. 2018).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Ozier-Lafontaine et al. 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
The chlordecone public health problem has prompted questions regarding the production-oriented and export-driven agricultural model pursued in the region.
“This public health problem has prompted questions regarding the production-oriented and export-driven agricultural model pursued in the region.”
Quote in the paperSubstantial claim - Interpretationown data
AET is understood by farmers to be a gradual and multiscale process involving the co-creation of knowledge, technical solutions, and organizational changes.
“Our results suggest that AET is understood by farmers to be a gradual and multiscale process involving the co-creation of knowledge, technical solutions, and organizational changes.”
Quote in the paperSubstantial claim - Premisenone given
Only a few studies propose operational methods to support the definition of scenarios for an AET involving significant system transformations at various scales.
“Only a few studies propose operational methods to support the definition of scenarios for an AET involving significant system transformations at various scales.”
Quote in the paperSubstantial claim - Premisecitation
The use of chlordecone in banana cropping systems in southern Guadeloupe has led to contamination of almost one-third of agricultural soils and associated food systems.
“Over the past few decades, the use of a persistent pesticide called chlordecone in banana cropping systems grown in the southern part of the island has led to the contamination of almost one-third of agricultural soils and associated food systems (Crabit et al. 2016;Lesueur Jannoyer et al. 2016).”
Quote in the paperSubstantial claim0 of 2 sources checked - Study design and conductcitation
The study used non-random snowballing sampling to identify 63 farmers.
“we used non-random snowballing sampling (Laws et al. 2013) to identify 63 farmers (around 12 for each of the five districts in the study site)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Laws et al. 2013 source
- Rests on an assumption: Many smallholder farmers in the region are not registered on public administration lists because they are not formally considered to be farmers.
- Premisecitation
The Efficiency-Substitution-Redesign framework proposed by Hill (1998) is used to locate farming systems along an AET gradient.
“At the farm scale, frameworks such as the Efficiency-Substitution-Redesign framework proposed by Hill (1998) are used to locate farming systems along an AET gradient (Duru et al. 2015b;Nicholls et al. 2016).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Hill 1998 source
- cites Duru et al. 2015b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Nicholls et al. 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
For type 1 farmers, an AET would have to be driven by the sugar cane sector.
“For type 1 farmers, who have not yet adopted agroecological principles, an AET would have to be driven by the sugar cane sector.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The higher gross margin per workday of agroecological systems was mostly explained by their lower synthetic input costs than conventional systems.
“This was mostly explained by the fact that agroecological systems had lower synthetic input costs than conventional systems.”
Quote in the paperSubstantial claim - Interpretationcitation
By emphasizing smallholder farmers, who are much more diverse than generally described, the typology complements existing ones that have demonstrated the coexistence of different agricultural models in Guadeloupe.
“By emphasizing smallholder farmers, who are much more diverse than generally described, our typology consequently complements existing ones that have demonstrated the coexistence of different agricultural models in Guadeloupe (Stark et al. 2016;Fanchone et al. 2020).”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
Farmers cannot always use agroecological practices throughout the system.
“Indeed, farmers cannot always use agroecological practices throughout the system (Fanchone et al. 2020)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Fanchone et al. 2020 source
- Premisecitation
The specificity of the AET in Guadeloupe lies in the co-existence of different agricultural production models, for example agriculture dedicated to local markets and home consumption alongside agriculture dedicated to exports to mainland France.
“The specificity of the AET in the context of Guadeloupe lies in the co-existence of different agricultural production models, for example agriculture dedicated to local markets and home consumption alongside agriculture dedicated to exports to mainland France (Angeon and Hoarau 2015).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Angeon and Hoarau 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
The differences in management practices along the AET gradient are linked to farmers' objectives regarding AET.
“This is linked to their objectives regarding AET.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The increase of poultry production in farmer 15's scenario is highly related to the need to produce more compost and increase the area of madere, highlighting the integration of crop and livestock systems.
“Here the increase of poultry production is highly related to the need to produce more compost and increase the area of madere, highlighting the integration of crop and livestock systems.”
Quote in the paperNot a substantial claim - Interpretationown data
The connections of agroecological farmers with their sociotechnical environment are important for the implementation of agroecology.
“highlighting the importance of these connections for the implementation of agroecology”
Quote in the paperSubstantial claim - Interpretationown data
AET has a strong social component that cannot be addressed at the farm scale.
“and that AET has a strong social component that cannot be addressed at the farm scale.”
Quote in the paperSubstantial claim - Premisecitation
The benefit of using a whole-farm modeling tool does not lie in the accuracy of its predictive power but rather in its capacity to support discussion on the combinations of technical changes to render it possible to engage in an AET pathway.
“As shown by Sempore et al. (2015) and Pissonnier et al. (2019), the benefit of using a whole-farm modeling tool does not lie in the accuracy of its predictive power but rather in its capacity to support discussion on the combinations of technical changes to render it possible to engage in an AET pathway.”
Quote in the paperSubstantial claim0 of 2 sources checked - Interpretationreasoning
The lack of a significantly higher number of working days among agroecological farmers may be explained by the specific nature of the agroecological farms that participated, with a high proportion of semi-perennial crops (yam, madere, cassava, plantain banana, sweet potato).
“This may be explained by the specific nature of the agroecological farms that participated in this step, with a high proportion of semi-perennial crops, namely yam (Dioscorea alata), madere (Colocasia esculenta), cassava (Manihot esculenta), plantain banana (Musa paradisiaca), and sweet potato (Ipomoea batatas).”
Quote in the paperNot a substantial claim - Interpretationreasoning
The importance of peers and older farmers, as well as the Internet, may be explained in our context by the lower connections of smallholder farmers with public institutions.
“This importance of peers and older farmers, as well as the Internet, also may be explained in our context by the lower connections of smallholder farmers with public institutions.”
Quote in the paperNot a substantial claim - Interpretationown data
In Guadeloupe, privatization of water by melon producers and the threat of soil and water degradation due to the chlordecone pesticide seem to provide little incentive to invest in agroecological approaches.
“In our specific case, privatization of water by melon producers and the threat of soil and water degradation due to the chlordecone pesticide (farmers mentioned flows of potentially contaminated water from the southern part of the island in periods of water deficit) seem to provide little incentive to invest in agroecological approaches.”
Quote in the paperSubstantial claim - Interpretationnone given
Agroecological transformations are closely tied to food producers' need to control, use, and shape or configure soil and water.
“Agroecological transformations are closely tied to food producers' need to control, use, and shape or configure soil and water.”
Quote in the paperSubstantial claim - Interpretationown data
By using the available resources at the territory scale, it was possible to find synergies between areas and actors.
“In particular, it highlighted that by using the available resources at the territory scale it was possible to find synergies between areas and actors.”
Quote in the paperNot a substantial claim - Study design and conductreasoning
At the territory scale, scenario exploration was based on future narratives rather than on modeling in order to consider complex socio-technical or social-ecological changes without the feasibility constraints of models.
“At the territory scale, the scenario exploration was based on future narratives rather than on modeling in order to be able to consider the complex socio-technical or socialecological changes without the feasibility constraints of models.”
Quote in the paperSubstantial claim - Interpretationcitation
For scientists, the shift to participatory on-farm experimentation implies a drastic change in their main mode of experimentation, which was mostly conducted on-station.
“For scientists, this implies a drastic change in their main mode of experimentation, which was mostly conducted on-station (INRAE 2021b).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites INRAE 2021b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Classified as probably not a substantial claim. 45
- May combine two claims. 40
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationTo design biodiversity-based agricultural systems, changes are required at three levels: the farming system, the socio-technical system, and the social-ecological system.
“Duru et al. (2015a) showed that to design biodiversitybased agricultural systems, changes are required at three levels, namely the farming system, the socio-technical system, and the social-ecological system.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Duru et al. 2015a source
Classified as probably not a substantial claim.
PremisecitationThe operational proposition developed by Barnaud et al. (2018) allows one to highlight existing interdependencies between actors involved in the provision and use of ecosystem services and disservices in order to guide collective decision-making.
“We followed the operational proposition developed by Barnaud et al. (2018).It allows one to highlight existing interdependencies between actors involved in the provision and use of ecosystem services and disservices in order to guide collective decision-making.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Barnaud et al. 2018 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitationParticipants formed two groups, one with farmers and one with researchers, to be able to compare their points of view, but also to partially address information and power asymmetries that can emerge in such situations.
“Subsequently, participants formed two groups, one with farmers and one with researchers, to be able to compare their points of view, but also to partially address information and power asymmetries that can emerge in such situations (Barnaud et al. 2016).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Barnaud et al. 2016 source
The theoretical framing (p. 5) says unequal access to information and the risk that less influential participants’ views will be overlooked can limit participation. The paper therefore supports the concern about information and power asymmetries, but it does not describe separating farmers and researchers into groups or establish that this grouping addresses those asymmetries. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim. May combine two claims.
PremisecitationInformation networks play a key role in the adoption of technologies and innovative practices, and in addressing environmental change in agricultural systems.
“Information networks play a key role in the adoption of technologies and innovative practices, and in addressing environmental change in agricultural systems (Chaudhury et al. 2017;Isaac 2012;Maertens and Barrett 2013).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Chaudhury et al. 2017 source
- cites Isaac 2012 source
- cites Maertens and Barrett 2013 source
The introduction and Discussion (page unavailable in our copy) describe social networks as important to farmers’ learning about new technologies and the diffusion of agricultural innovations. They do not say that information networks help agricultural systems address environmental change; the Discussion mentions climate data only as a possible aid to future research. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim. May combine two claims.
PremisecitationFor Duru et al. (2015b) or Gliessman (2016), the efficiency and substitution stages correspond to a weak transition and a technocentric form of agriculture that does not break with dependence on industrial inputs and monoculture practices; the redesign stage corresponds to a conversion based on agroecological principles.
“For Duru et al. (2015b) or Gliessman (2016), the two first stages correspond to a weak transition and a technocentric form of agriculture that does not break with the dependence of industrial inputs and monoculture practices.The redesign stage corresponds to a conversion of the farm based on agroecological principles such as the enhancement of agroecosystem diversity, soil, and animal health.”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Duru et al. 2015b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Gliessman 2016 source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationSNA makes it possible to understand and highlight interactions and knowledge flows between actors.
“SNA makes it possible to understand and highlight interactions and knowledge flows between actors (Chaudhury et al. 2017;Isaac 2012;Newman 2003).”
Quote in the paperSubstantial claim1 of 3 sources checkedClassified as probably not a substantial claim.
PremisecitationChanges implemented by farmers are compatible with an existing socio-technical system.
“Deffontaines et al. (2020) highlighted that changes implemented by farmers are compatible with an existing socio-technical system.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Deffontaines et al. (2020) source
Classified as probably not a substantial claim.
PremisecitationAETs are based on material and immaterial interactions (beliefs, modes and coordination of actors, socialization, and learning processes) which are melted together on the site.
“They are based on material and immaterial interactions (beliefs, modes and coordination of actors, socialization, and learning processes) which are melted together on the site (Hakmi and Zaoual 2008).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Hakmi and Zaoual 2008 source
Classified as probably not a substantial claim.
PremisecitationAccess to natural resources is one of the main lock-ins to the wide-scale use of agroecological practices.
“This is not surprising since, according to Anderson et al. (2019), access to natural resources is one of the main lock-ins to the wide-scale use of agroecological practices.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Anderson et al. (2019) source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationSuch a change is not easy and requires a change in researchers' attitudes toward participation, local stakeholders, the type of methods used, and the type of knowledge produced.
“Such a change is not easy, and requires a change in researchers' attitudes toward participation, local stakeholders (Neef and Neubert 2011), the type of methods used, and the type of knowledge produced.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Neef and Neubert 2011 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationParticipatory approaches need to balance legitimacy, credibility, and divergent demands, but also offer new interactions and mediation opportunities.
“Such participatory approaches need to balance legitimacy, credibility, and divergent demands (McBride et al. 2017), but also offer new interactions and mediation opportunities (Andreotti et al. 2020).”
Quote in the paperNot a substantial claim2 of 2 sources checkedClassified as probably not a substantial claim. May combine two claims.
PremisecitationMethods like the one presented create awareness of mutual interdependencies between people and the ecological processes that shape their activities and are key for researchers' reflexivity on their role in the action arena.
“As shown in Barnaud et al. (2018), methods like the one we presented not only create awareness of mutual interdependencies between people and the ecological processes that shape their activities, but are also key for researchers' reflexivity on their role in the action arena.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Barnaud et al. (2018) source
In “AN ACTIONABLE FRAMEWORK,” Barnaud et al. propose participatory methods that could increase awareness of social interdependencies and say that reflecting on researchers’ roles in the action arena is critical. The paper does not establish that such methods create that awareness or are themselves key to researchers’ reflexivity; the Conclusion describes the framework as a proposal still to be tested. Page numbers are not available in our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
Findingown dataAmong the 63 farms surveyed, 23% were conventional (type 1), 20% were type 2, 34% were type 3, and 23% were fully agroecological (type 4).
“According to the type and amount of inputs used, the level of diversification of the farm, and the recycling or not of biomass, 23% of the 63 farms surveyed were considered to be conventional (type 1), 20% corresponded to ones where farmers had changed practices to be more efficient in their use of synthetic inputs (type 2), 34% were combining cropping/livestock systems under conventional and agro”
Quote in the paperSubstantial claim- Rests on an assumption: The 63 farms surveyed are representative of smallholder family farmers in Guadeloupe.
May combine two claims.
Findingown dataA single farm could have diverse cropping and livestock subsystems, and the farmer might apply agroecological principles in some but not all of them.
“A single farm could have diverse cropping and livestock subsystems, and the farmer might apply agroecological principles in some but not all of them.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenSugar cane cropping systems are usually managed conventionally, whereas agroecological principles are applied in arboriculture, apiculture, gardening, and livestock sub-systems.
“For instance, sugar cane cropping systems are usually managed in a conventional manner, whereas agroecological principles are applied in arboriculture, apiculture, gardening, and livestock sub-systems.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenFor the four types of farms, activities were mostly conducted by a single farmer.
“For the four types of farms, activities were mostly conducted by a single farmer.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataType 3 farmers are already engaged in the AET but face challenges in the diversification of their farms and the integration of its various subcomponents.
“Type 3 farmers are already engaged in this AET, but face challenges in the diversification of their farms and the integration of its various subcomponents.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenThe use of service providers was common for soil tillage and harvests for sugar cane cropping systems.
“The use of service providers was common for soil tillage and harvests for sugar cane cropping systems.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataType 2 farms also produced sugar cane, but implemented management practices (fertigation or mechanical weeding) to decrease or render more efficient the use of synthetic inputs.
“Type 2 farms also were producing sugar cane, but they were implementing management practices (fertigation or mechanical weeding) to decrease or render more efficient the use of synthetic inputs.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMost farmers envisioned a gradual transition from a conventional to a more efficient farming system, or to a system in which synthetic inputs were replaced with organic ones (biopesticides, cover plant).
“Most farmers envisioned a gradual transition from a conventional to a more efficient farming system, or to a system in which synthetic inputs were replaced with organic ones (biopesticides, cover plant).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFarmers already considered agroecological (farmers 13 and 15) tested changes permitting improved biomass production while strengthening the livestock sub-system, and were also interested in new modes of commercializing products.
“Farmers already considered being agroecological (farmers 13 and 15) tested changes permitting improved biomass production (which was generally lower than that obtained by conventional farmers) while strengthening the livestock sub-system; they were also interested in new modes of commercializing products.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataType 3 farms were more diversified, with main area cropped with sugar cane and additional area generally dedicated to vegetable gardening managed under agroecological practices (recycling of biomass and nutrients, low use of synthetic fertilizers, intercropping of species), as well as some cattle managed in traditional mode.
“Type 3 farms corresponded to more diversified systems, with the main area cropped with sugar cane and an additional area generally dedicated to vegetable gardening managed under agroecological practices (recycling of biomass and nutrients, low use of synthetic fertilizers, intercropping of species), as well as some cattle managed in the traditional mode.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataSome actors are only linked to farmers by a specific connection, whereas others have multiple links and are part of various networks.
“Some actors are only linked to farmers by a specific connection, whereas others have multiple links and are part of various networks.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataFarmer 11 aims to improve the efficiency of inputs through fertigation.
“He aims to improve the efficiency of inputs through fertigation.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingnone givenFarmer 15 plans to produce vermicompost, double the area of madere, and increase poultry production to 25 animals.
“He plans to produce vermicompost, double the area of madere, and increase poultry production (25 animals).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFarmer 11's scenario led to a decrease in the consumption of inputs and an increase in income.
“This scenario led to a decrease in the consumption of inputs and an increase in income.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe lack of functional farmer groups or organizations was mentioned.
“The lack of functional farmer groups or organizations was mentioned.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataFlows of biomass between agriculture and the energy sector and institutional innovations such as multi-forums of actors were proposed.
“For example, flows of biomass between agriculture and the energy sector and institutional innovations such as multi-forums of actors were proposed.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Findingown dataAn important element identified by farmers was that different actors need to better understand each other's constraints and opportunities, the functioning of the natural resources of their territory, and their own interactions.
“An important element identified by the farmers was that different actors need to better understand each other's constraints and opportunities, the functioning of the natural resources of their territory, and their own interactions.”
Quote in the paperSubstantial claimMay combine two claims.
FindingcitationThe research team better identified their own role in a broader innovation ecosystem and their potential role as facilitators of interactions between the various stakeholders in the territory.
“Specifically, the research team better identified their own role in a broader innovation ecosystem (Pigford et al. 2018) and their potential role as facilitators of interactions between the various stakeholders in the territory.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Pigford et al. 2018 source
May combine two claims.
FindingcitationWhile step 3 identified enablers for the implementation of agroecological practices, step 4 mostly highlighted constraints to their implementation.
“While step 3 made it possible to identify enablers for the implementation of agroecological practices, step 4 mostly highlighted constraints to their implementation.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataParticipants expressed misunderstandings and feelings of mistrust between actors in the agricultural sector.
“In this session, participants expressed misunderstandings and feelings of mistrust between actors in the agricultural sector (sensu largo).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn the participatory workshop, farmers identified diverse water resources (rill, mangrove swamp, dam, pond, water drilling) and their positive (amphibian/insect/bee refuge securing gardening production) and negative services (degradation in water quality and risk of contamination by pesticides).
“For example, they identified the diverse water resources (rill, mangrove swamp, dam, pond, water drilling) and their positive (such as amphibian/insect/bee refuge securing gardening production) and negative services (degradation in water quality and risk of contamination by pesticides).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenAt the farm scale, it was possible to focus on technical changes, which depend on the location of the farm in an AET pathway, and which mostly aim to improve the efficiency of synthetic input use or to replace synthetic inputs with organic ones.
“At the farm scale, it was possible to focus on technical changes, which depend on the location of the farm in an AET pathway, and which mostly aim to improve the efficiency of synthetic input use or to replace synthetic inputs with organic ones.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe analysis showed the specific role of research scientists in a broader innovation ecosystem where other actors need to be involved, and helped the scientists involved to fine tune their research activities to farmers' needs.
“Furthermore, it showed the specific role of research scientists in a broader innovation ecosystem where other actors need to be involved, and helped the scientists involved to fine tune their research activities to farmers' needs.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenFrom the farmers' perspective, the process generated a new dynamic of interaction with scientists and a pilot project to develop organic poultry and fodder production, which is a challenge in the region.
“From the farmers' perspective, the process generated a new dynamic of interaction with scientists and a pilot project to develop organic poultry and fodder production, which is a challenge in the region.”
Quote in the paperSubstantial claim- Rests on an assumption: Local production of legumes to feed animals needs to be in place in order to develop organic poultry based on agroecological principles.
May combine two claims.
Findingown dataThe analysis particularly highlighted the actors enabling or constraining the AET, and allowed farmers to explore more ambitious transformative changes, such as flows of biomass between the agriculture and energy sectors, and institutional innovations allowing synergies between actors.
“It particularly highlighted the actors enabling or constraining the AET, and allowed farmers to explore more ambitious transformative changes, such as flows of biomass between the agriculture and energy sectors, and institutional innovations allowing synergies between actors.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Premisenone givenGiven that the soils are not contaminated by chlordecone, there is a high demand for crop and animal products from the Nord Grande Terre territory.
“Given that the soils are not contaminated by chlordecone, there is a high demand for crop and animal products from this territory (Fig. 2).”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationSmallholder farms (defined as having a standard gross output of less than EUR 25,000 per year) contribute considerably to the production of agricultural goods and services, and represent 90% of the total number of farms in the study area.
“As observed elsewhere in Guadeloupe, smallholder farms (defined as having a standard gross output of less than EUR 25,000 per year) contribute considerably to the production of agricultural goods and services, and represent 90% of the total number of farms in the study area (Agreste 2022).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Agreste 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.
InterpretationreasoningAs socio-technical and social-ecological systems can support or impede the application of individual practices, methods and tools are needed that can connect changes in practices to changes in these systems to achieve an AET.
“As socio-technical and social-ecological systems can support or impede the application of individual practices, methods and tools are needed that can connect changes in practices to changes in these systems to achieve an AET.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenThis is one of the first operational methodological tools to build scenarios and action plans for an AET taking into account simultaneous changes in farming systems, socio-technical systems, and social-ecological systems.
“This is one of the first operational methodological tools to build scenarios and action plans for an AET taking into account simultaneous changes in these three systems.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataThe study selected 15 farmers who represented the diversity of farms identified in step 1.
“This analysis was carried out in March 2019 during a 1.5day workshop with 15 farmers who represented the diversity of farms identified in step 1.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn these approaches, biophysical processes, particularly yields under diverse management practices or pedo-climatic conditions, are not simulated but are inputs of the models based on expert knowledge, literature, or experimental databases.
“In these approaches, the biophysical processes, and particularly the yields obtained under a diversity of management practices or pedo-climatic conditions, are not simulated but are inputs of the models based on expert knowledge (from farmers, advisers, and researchers), the literature, or experimental databases (Le Gal et al. 2022).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Le Gal et al. 2022 source
Classified as probably not a substantial claim.
Study design and conductown dataThe study selected a sub-sample of 18 farmers who represented farmers at various locations along the AET gradient.
“Out of the 63 farmers in step 1, we selected a sub-sample of 18 farmers who represented farmers at various locations along the AET gradient.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductown dataThe study used a model developed for the Guadeloupe region which considers the various crop and livestock systems that may be found in the diversified farms of the region.
“We used a model developed for the Guadeloupe region which considers the various crop and livestock systems that may be found in the diversified farms of the region.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThe study used 45 farmers from the initial list of 63 farmers in step 1, different from those in step 2 to avoid involving the same farmers in too many surveys.
“To do so, between June and August 2018, we collected social network data through a semi-structured questionnaire with 45 farmers from the initial list of 63 farmers in step 1 (around 8 to 10 farmers for each of the five districts in the study site).They were different from the ones that participated in step 2 in order to avoid involving the same farmers in too many surveys.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationSimple models which calculate the supply and demand of mineral, fodder, or cash resources are more suited to formulate and assess technical alternatives at the farm scale in a participatory exercise than optimization models or more complex rule-based simulation models.
“Sempore et al. (2015) showed that simple models which calculate the supply and demand of mineral, fodder, or cash resources are more suited to formulate and assess technical alternatives at the farm scale in a participatory exercise than optimization models or more complex rule-based simulation models.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Sempore et al. 2015 source
Classified as probably not a substantial claim.
PremisecitationWhole-farm simulation models can be useful since they permit the redesign of a farm to be considered.
“Whole-farm simulation models can be useful since they permit the redesign of a farm to be considered (Pissonnier et al. 2019).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Pissonnier et al. 2019 source
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe sugar processing plant, farmers' cooperatives, and technical institutes could help support the transformation of type 1 farmers.
“The sugar processing plant, farmers' cooperatives, and technical institutes could help support this transformation.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMany authors mentioned the role of peers and older farmers as holders of endogenous knowledge on agroecological practices and are consequently key actors for this transition.
“Many authors mentioned the role of peers and older farmers as holders of endogenous knowledge on agroecological practices and are consequently key actors for this transition (Darré 1991;Della Rossa et al. 2020).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Darré 1991 source
- cites Della Rossa et al. 2020
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningObstacles at the territory level involving access to resources may explain why farmers initially were prudent.
“It seems that for this scenario, obstacles at the level of the territory involving access to resources may also explain why farmers initially were so prudent.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningIt is important for farmers to navigate between networks and to combine various knowledge sources.
“This demonstrates the importance for farmers to navigate between networks but also to combine various knowledge sources.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe introduction of a market gardening activity in farmer 6's production system demonstrates a search for higher diversification, but the compost is purchased rather than produced through closer integration with his livestock systems.
“The introduction of a market gardening activity in the production system demonstrates a search for a higher diversification of the farm, but the compost is purchased rather than produced through a closer integration with his livestock systems.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningFarmers proposed what they found realistic to be implemented on their farms and did not think outside the box.
“Farmers consequently proposed what they found realistic to be implemented on their farms and did not think outside the box.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
InterpretationreasoningThe method proposed allows both diagnosis at the individual and territory scale and exploration of individual and territory alternatives, with the aim to identify key technical, practice, organizational, and interaction changes needed for an AET.
“The method we propose allows both the diagnosis at the individual (step 1) and territory scale (steps 3 and 4) and the exploration of individual (step 2) and territory alternatives (step 5), with the aim to identify key technical, practice, organizational, and interaction changes needed for an AET.”
Quote in the paperSubstantial claim- Rests on an assumption: The action plan's five key areas are sufficient to achieve AET.
May combine two claims.
Interpretationown dataLow connections with public institutions do not mean that no connection exists, since the agroecological farmers were the most connected ones.
“However, low connections with public institutions do not mean that no connection exists since the agroecological farmers were the most connected ones.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn studies focusing on the definition of scenarios, it is not easy to assess their concrete and future outcomes, given that they generally aim to improve capacities to produce anticipatory knowledge and strategic planning rather than to provide ready-made solutions.
“In studies focusing on the definition of scenarios, it is not easy to assess their concrete and futures outcomes, given that they generally aim to improve capacities to produce anticipatory knowledge and strategic planning rather than to provide ready-made solutions (Dumrongrojwatthana et al. 2011;Pissonnier et al. 2019;Vervoort et al. 2014).”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
InterpretationreasoningThe associated change in practice may happen in the medium or long term.
“Furthermore, the associated change in practice may happen in the medium or long term.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationAETs are situated processes embedded in a territory.
“Many authors have shown that AETs are situated processes embedded in a territory (Berthet et al. 2015;Duru et al. 2015b).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Berthet et al. 2015 source
- cites Duru et al. 2015b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationDiversified farms in Martinique received weak support for developing technical skills but had more room for agroecological innovations compared to farmers embedded in more formal supply chains.
“Della Rossa et al. (2020) highlighted that diversified farms in Martinique (another French oversea region) received weak support for developing technical skills but had more room for agroecological innovations compared to farmers embedded in more formal supply chains.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Della Rossa et al. (2020)
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
Study design and conductreasoningThe experimental setting of the application and the interest in tackling potential power dynamics between actors in the territory justified the choice of piloting the method with smallholders.
“The experimental setting of our application and our interest in tackling potential power dynamics between actors in this territory justified our choice of piloting the method with smallholders.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenVerbal informed consent was obtained prior to the interview.
“Verbal informed consent was obtained prior to the interview.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningAs animal concentrates are imported in the region, local production of legumes to feed animals needs to be in place in order to develop organic poultry based on agroecological principles.
“As animal concentrates are imported in the region, local production of legumes to feed animals needs to be in place in order to develop organic poultry based on agroecological principles.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationThese developments would be in line with more transboundary, inter-sectoral conceptualizations of agricultural innovation systems as agricultural innovation ecosystems supporting sustainability transitions.
“These developments would also be in line with more transboundary, inter-sectoral conceptualizations of agricultural innovation systems as agricultural innovation ecosystems supporting sustainability transitions (Pigford et al. 2018).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Pigford et al. 2018 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenHuman research participants provided informed consent for publication of the image in Fig. 1.
“The authors affirm that human research participants provided informed consent for publication of the image in Fig. 1.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe study was approved by the CIRAD research ethics committee and was performed in accordance with the ethical standards of the 1964 Declaration of Helsinki and its later amendments.
“The study was approved by the CIRAD research ethics committee; we certify that the study was performed in accordance with the ethical standards as laid down in the 1964 Declaration of Helsinki and its later amendments.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Interpretationnone givenThe action plan built by participants reflects the values, perceptions, and views deliberated, negotiated, and agreed upon by that group.
“The action plan built by participants reflects the values, perceptions, and views deliberated, negotiated, and agreed upon by that group.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
PremisecitationAcknowledging and addressing power and information imbalances, along with considering the heterogeneity of targeted populations, is crucial for the design of research and development interventions that sustainably improve livelihoods through their embeddedness in local contexts.
“Acknowledging and addressing power and information imbalances, along with considering the heterogeneity of targeted populations, is crucial for the design of research and development interventions that sustainably improve livelihoods through their embeddedness in local contexts (Blundo-Canto et al. 2018b).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Blundo-Canto et al. 2018b source
May combine two claims.
Study design and conductreasoningThe choice to pilot the method with smallholders represents a constraint in terms of representativeness and in understanding the perspectives and constraints of other actors whose key role was acknowledged by the farmers.
“However, our choice represents a constraint in terms of representativeness and in understanding the perspectives and constraints of other actors whose key role was acknowledged by the farmers.”
Quote in the paperSubstantial claim
The authors state this as an assumption.
Farmers would envision more or less transformative technical changes depending on their location along the AET gradient.
“working on the assumption that farmers would envision more or less transformative technical changes depending on their location along this AET gradient.”
The paper relies on this without support.
Many smallholder farmers in the region are not registered on public administration lists because they are not formally considered to be farmers.
“As many smallholder farmers in the region are not registered on public administration lists because they are not formally considered to be farmers”
The paper relies on this without support.
The 63 farms surveyed are representative of smallholder family farmers in Guadeloupe.
“23% of the 63 farms surveyed were considered to be conventional (type 1)”
The paper relies on this without support.
The AET gradient types adequately capture the diversity of farm management practices.
“According to the type and amount of inputs used, the level of diversification of the farm, and the recycling or not of biomass, 23% of the 63 farms surveyed were considered to be conventional (type 1)”
The paper relies on this without support.
The simulation tool's outputs are sufficiently valid to compare farm performances.
“Our simulations showed that agroecological farms presented lower performances in terms of farm gross product”
The paper relies on this without support.
The workshop participants' views represent the territory's farmers.
“participating farmers were asked to discuss what a shared 10-year vision for their territory would look like in connection to agriculture.”
The paper relies on this without support.
The action plan's five key areas are sufficient to achieve AET.
“The resulting five key areas of change and the actions required to achieve them provide the backbone of an action plan at the territory level:”
The paper relies on this without support.
Local production of legumes to feed animals needs to be in place in order to develop organic poultry based on agroecological principles.
“local production of legumes to feed animals needs to be in place in order to develop organic poultry based on agroecological principles.”
The paper relies on this without support.
The choices made in collective forward-looking co-design are not value-free.
“In this type of collective, forward-looking co-design, it is critical to acknowledge in a transparent way that the choices made are not value-free (as they seldom are).”
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The socio-economic issues of agroecology: a scoping review
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“Andrieu et al. (2022) apply methods of participatory scenario development and vision-ing to identify the key changes needed for an AET in Guadeloupe, integrating three analytical levels (farming, socio-technical, and socio-ecological systems) and considering the farms’ position along an AET…”
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“In Guadeloupe, many farmers, and particularly those growing crops for the local market, are not officially registered as farmers (Andrieu et al. 2022).”
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“Because most of the research in agroecology has been carried out in highly disturbed ecosystems (Altieri and Nicholls 2017; Andrieu et al. 2022; Cieza and Sarandón 2023; Quintero, Arce, and Andrieu 2023; Schiller et al. 2020; Sokolowski et al. 2023; among others) our research will provide novel and…”
Categorizing Farms to Promote Agroecology: A Supervised Learning Approach
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“In addition, recent classification studies aimed at highlighting agroecological farms have been based on very small data sets [15], [16], [17], which reduces the scope for their empirical validation.”
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“When attentive and responsive to Farmers’ concerns at the planning stages of research, agroecological science can shift its focus to co-produce knowledge alongside farmers on their field, and potentially foment a “radical change” in the science conducted (Andrieu et al. 2022, 15).”
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“In this respect, plantain is a typical orphan crop (Andrieu et al. 2022).”
Self-citationDJIGBE, B. Z., Yemadje, P. L., Mujtar, V. A. E., & Diogo, R. V. C. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5257415
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- Authors
- Andrieu, N., Blundo-Canto, G., Chia, E., Diman, J. L., Dugué, P., Fanchone, A., Howland, F., Ott, S., & Poulayer, C.
- Affiliations
- Centre de Coopération Internationale en Recherche Agronomique pour le Développement (FR)
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement (FR)
- Corresponding author
- Andrieu, Nadine
- Venue
- Agronomy for Sustainable Development
- Published
- 2022-09-13
- Volume
- 42
- Issue
- 5
- ISSN
- 1773-0155 (ISSN-L)
- 1774-0746
- OpenAlex
- W4295366819
- Semantic Scholar
- 4af90159bf849ac5d93df5133e501260774ae1c9
- Cited by
- 18
- References
- 45
- Citations by year
- 2026: 2 · 2025: 5 · 2024: 6 · 2023: 4 · 2022: 1
- FWCI
- 5.40
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Agronomy for Sustainable Development (publishedVersion)
- HAL (Le Centre pour la Communication Scientifique Directe) (submittedVersion)
- Agritrop (Cirad) (submittedVersion)
- Funders
- Ecoserv (MP-P10686)
- Topics
- Life Sciences › Agricultural and Biological Sciences › General Agricultural and Biological Sciences › Agriculture, Land Use, Rural Development
- Physical Sciences › Environmental Science › Environmental Chemistry › Sustainable Agricultural Systems Analysis
- Life Sciences › Agricultural and Biological Sciences › General Agricultural and Biological Sciences › Agricultural Innovations and Practices
- Keywords
- agroecological transition, scenario development, socio-technical systems, social-ecological systems, agricultural systems, farm simulation model, farmer social networks, knowledge co-production, pesticide contamination, Guadeloupe
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-11.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-11.
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