The tricot approach: an agile framework for decentralized on-farm testing supported by citizen science. A retrospective

Matching crop varieties to their target use context and user preferences is a challenge faced by many plant breeding programs serving smallholder agriculture. Numerous participatory approaches proposed by CGIAR and other research teams over the last four decades have attempted to capture farmers’ priorities/preferences and crop variety field performance in representative growing environments through experimental trials with higher external validity. Yet none have overcome the challenges of scalability, data validity and reliability, and difficulties in capturing socio-economic and environmental heterogeneity. Building on the strengths of these attempts, we developed a new data-generation approach, called triadic comparison of technology options (tricot). Tricot is a decentralized experimental approach supported by crowdsourced citizen science. In this article, we review the development, validation, and evolution of the tricot approach, through our own research results and reviewing the literature in which tricot approaches have been successfully applied. The first results indicated that tricot-aggregated farmer-led assessments contained information with adequate validity and that reliability could be achieved with a large sample. Costs were lower than current participatory approaches. Scaling the tricot approach into a large on-farm testing network successfully registered specific climatic effects of crop variety performance in representative growing environments. Tricot’s recent application in plant breeding networks in relation to decision-making has (i) advanced plant breeding lines recognizing socio-economic heterogeneity, and (ii) identified consumers’ preferences and market demands, generating alternative breeding design priorities. We review lessons learned from tricot applications that have enabled a large scaling effort, which should lead to stronger decision-making in crop improvement and increased use of improved varieties in smallholder agriculture.

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Main Authors: de Sousa, K., Etten, J. van, Manners, R., Erna Abidin, Abdulmalik, R.O., Bello Abolore, Kwabena Acheremu, Angudubo, S., Aguilar, A., Arnaud, E., Adventina Babu, Barrios, M., Benavente, G., Boukar, O., Cairns, J.E., Carey, E., Daudi, H., Maryam Abba Dawud, Edughaen, G., Ellison, J., Esuma, W., Sanusi Gaya Mohammed, van de Gevel, J., Gomez, M., Heerwaarden, J., Iragaba, P., Kadege, E., Assefa, T., Kalemera, S., Fadhili Salum Kasubiri, Kawuki, R., Yosef Gebrehawaryat Kidane, Kilango, M., Heneriko Kulembeka, Adofo Kwadwo, Madriz, B., Masumba, E., Mbiu, J., Mendes, T., Müller, A., Moyo, M., Kiddo Mtunda, Muzhingi, T., Muungani, D., Mwenda. E.T., Veera Prabha Rama Ganga Rao Nadigatla, Ann Ritah Nanyonjo, Sognigbé, N., Athanase Nduwumuremyi, Nshimiyimana, J.C., Ephraim Nuwamanya, Hyacinthe Nyirahabimana, Occelli, M., Olamide Olaosebikan, Ongom, P.O., Ortiz-Crespo, B., Oteng-Fripong, R., Ozimati, A., Durodola Owoade, Quiros, C.F., Rosas, J.C., Rukundo, P., Rutsaert, P., Milindi Sibomana, Sharma, N., Nestory Shida, Steinke, J., Ssali, Reuben, Suchini, J.G., Teeken, B., Theophilus Kwabla Tengey, Tufan, H.A., Silver Tumwegamire, Tuyishime, E., Ulzen, J., Muhammad Lawan Umar, Onwuka, S., Tessy Ugo Madu, Voss, R.C., Yeye, M., Zaman-Allah, M.
Format: Article biblioteca
Language:English
Published: Springer Science + Business Media 2024
Subjects:AGRICULTURAL SCIENCES AND BIOTECHNOLOGY, External Validity, Socio-Economic Heterogeneity, Target Product Profle, PARTICIPATORY PLANT BREEDING, CROPS, VARIETIES, BREEDING PROGRAMMES, SOCIOECONOMIC ASPECTS, Maize,
Online Access:https://hdl.handle.net/10883/22981
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record_format koha
institution CIMMYT
collection DSpace
country México
countrycode MX
component Bibliográfico
access En linea
databasecode dig-cimmyt
tag biblioteca
region America del Norte
libraryname CIMMYT Library
language English
topic AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
External Validity
Socio-Economic Heterogeneity
Target Product Profle
PARTICIPATORY PLANT BREEDING
CROPS
VARIETIES
BREEDING PROGRAMMES
SOCIOECONOMIC ASPECTS
Maize
AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
External Validity
Socio-Economic Heterogeneity
Target Product Profle
PARTICIPATORY PLANT BREEDING
CROPS
VARIETIES
BREEDING PROGRAMMES
SOCIOECONOMIC ASPECTS
Maize
spellingShingle AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
External Validity
Socio-Economic Heterogeneity
Target Product Profle
PARTICIPATORY PLANT BREEDING
CROPS
VARIETIES
BREEDING PROGRAMMES
SOCIOECONOMIC ASPECTS
Maize
AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
External Validity
Socio-Economic Heterogeneity
Target Product Profle
PARTICIPATORY PLANT BREEDING
CROPS
VARIETIES
BREEDING PROGRAMMES
SOCIOECONOMIC ASPECTS
Maize
de Sousa, K.
Etten, J. van
Manners, R.
Erna Abidin
Abdulmalik, R.O.
Bello Abolore
Kwabena Acheremu
Angudubo, S.
Aguilar, A.
Arnaud, E.
Adventina Babu
Barrios, M.
Benavente, G.
Boukar, O.
Cairns, J.E.
Carey, E.
Daudi, H.
Maryam Abba Dawud
Edughaen, G.
Ellison, J.
Esuma, W.
Sanusi Gaya Mohammed
van de Gevel, J.
Gomez, M.
Heerwaarden, J.
Iragaba, P.
Kadege, E.
Assefa, T.
Kalemera, S.
Fadhili Salum Kasubiri
Kawuki, R.
Yosef Gebrehawaryat Kidane
Kilango, M.
Heneriko Kulembeka
Adofo Kwadwo
Madriz, B.
Masumba, E.
Mbiu, J.
Mendes, T.
Müller, A.
Moyo, M.
Kiddo Mtunda
Muzhingi, T.
Muungani, D.
Mwenda. E.T.
Veera Prabha Rama Ganga Rao Nadigatla
Ann Ritah Nanyonjo
Sognigbé, N.
Athanase Nduwumuremyi
Nshimiyimana, J.C.
Ephraim Nuwamanya
Hyacinthe Nyirahabimana
Occelli, M.
Olamide Olaosebikan
Ongom, P.O.
Ortiz-Crespo, B.
Oteng-Fripong, R.
Ozimati, A.
Durodola Owoade
Quiros, C.F.
Rosas, J.C.
Rukundo, P.
Rutsaert, P.
Milindi Sibomana
Sharma, N.
Nestory Shida
Steinke, J.
Ssali, Reuben
Suchini, J.G.
Teeken, B.
Theophilus Kwabla Tengey
Tufan, H.A.
Silver Tumwegamire
Tuyishime, E.
Ulzen, J.
Muhammad Lawan Umar
Onwuka, S.
Tessy Ugo Madu
Voss, R.C.
Yeye, M.
Zaman-Allah, M.
The tricot approach: an agile framework for decentralized on-farm testing supported by citizen science. A retrospective
description Matching crop varieties to their target use context and user preferences is a challenge faced by many plant breeding programs serving smallholder agriculture. Numerous participatory approaches proposed by CGIAR and other research teams over the last four decades have attempted to capture farmers’ priorities/preferences and crop variety field performance in representative growing environments through experimental trials with higher external validity. Yet none have overcome the challenges of scalability, data validity and reliability, and difficulties in capturing socio-economic and environmental heterogeneity. Building on the strengths of these attempts, we developed a new data-generation approach, called triadic comparison of technology options (tricot). Tricot is a decentralized experimental approach supported by crowdsourced citizen science. In this article, we review the development, validation, and evolution of the tricot approach, through our own research results and reviewing the literature in which tricot approaches have been successfully applied. The first results indicated that tricot-aggregated farmer-led assessments contained information with adequate validity and that reliability could be achieved with a large sample. Costs were lower than current participatory approaches. Scaling the tricot approach into a large on-farm testing network successfully registered specific climatic effects of crop variety performance in representative growing environments. Tricot’s recent application in plant breeding networks in relation to decision-making has (i) advanced plant breeding lines recognizing socio-economic heterogeneity, and (ii) identified consumers’ preferences and market demands, generating alternative breeding design priorities. We review lessons learned from tricot applications that have enabled a large scaling effort, which should lead to stronger decision-making in crop improvement and increased use of improved varieties in smallholder agriculture.
format Article
topic_facet AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
External Validity
Socio-Economic Heterogeneity
Target Product Profle
PARTICIPATORY PLANT BREEDING
CROPS
VARIETIES
BREEDING PROGRAMMES
SOCIOECONOMIC ASPECTS
Maize
author de Sousa, K.
Etten, J. van
Manners, R.
Erna Abidin
Abdulmalik, R.O.
Bello Abolore
Kwabena Acheremu
Angudubo, S.
Aguilar, A.
Arnaud, E.
Adventina Babu
Barrios, M.
Benavente, G.
Boukar, O.
Cairns, J.E.
Carey, E.
Daudi, H.
Maryam Abba Dawud
Edughaen, G.
Ellison, J.
Esuma, W.
Sanusi Gaya Mohammed
van de Gevel, J.
Gomez, M.
Heerwaarden, J.
Iragaba, P.
Kadege, E.
Assefa, T.
Kalemera, S.
Fadhili Salum Kasubiri
Kawuki, R.
Yosef Gebrehawaryat Kidane
Kilango, M.
Heneriko Kulembeka
Adofo Kwadwo
Madriz, B.
Masumba, E.
Mbiu, J.
Mendes, T.
Müller, A.
Moyo, M.
Kiddo Mtunda
Muzhingi, T.
Muungani, D.
Mwenda. E.T.
Veera Prabha Rama Ganga Rao Nadigatla
Ann Ritah Nanyonjo
Sognigbé, N.
Athanase Nduwumuremyi
Nshimiyimana, J.C.
Ephraim Nuwamanya
Hyacinthe Nyirahabimana
Occelli, M.
Olamide Olaosebikan
Ongom, P.O.
Ortiz-Crespo, B.
Oteng-Fripong, R.
Ozimati, A.
Durodola Owoade
Quiros, C.F.
Rosas, J.C.
Rukundo, P.
Rutsaert, P.
Milindi Sibomana
Sharma, N.
Nestory Shida
Steinke, J.
Ssali, Reuben
Suchini, J.G.
Teeken, B.
Theophilus Kwabla Tengey
Tufan, H.A.
Silver Tumwegamire
Tuyishime, E.
Ulzen, J.
Muhammad Lawan Umar
Onwuka, S.
Tessy Ugo Madu
Voss, R.C.
Yeye, M.
Zaman-Allah, M.
author_facet de Sousa, K.
Etten, J. van
Manners, R.
Erna Abidin
Abdulmalik, R.O.
Bello Abolore
Kwabena Acheremu
Angudubo, S.
Aguilar, A.
Arnaud, E.
Adventina Babu
Barrios, M.
Benavente, G.
Boukar, O.
Cairns, J.E.
Carey, E.
Daudi, H.
Maryam Abba Dawud
Edughaen, G.
Ellison, J.
Esuma, W.
Sanusi Gaya Mohammed
van de Gevel, J.
Gomez, M.
Heerwaarden, J.
Iragaba, P.
Kadege, E.
Assefa, T.
Kalemera, S.
Fadhili Salum Kasubiri
Kawuki, R.
Yosef Gebrehawaryat Kidane
Kilango, M.
Heneriko Kulembeka
Adofo Kwadwo
Madriz, B.
Masumba, E.
Mbiu, J.
Mendes, T.
Müller, A.
Moyo, M.
Kiddo Mtunda
Muzhingi, T.
Muungani, D.
Mwenda. E.T.
Veera Prabha Rama Ganga Rao Nadigatla
Ann Ritah Nanyonjo
Sognigbé, N.
Athanase Nduwumuremyi
Nshimiyimana, J.C.
Ephraim Nuwamanya
Hyacinthe Nyirahabimana
Occelli, M.
Olamide Olaosebikan
Ongom, P.O.
Ortiz-Crespo, B.
Oteng-Fripong, R.
Ozimati, A.
Durodola Owoade
Quiros, C.F.
Rosas, J.C.
Rukundo, P.
Rutsaert, P.
Milindi Sibomana
Sharma, N.
Nestory Shida
Steinke, J.
Ssali, Reuben
Suchini, J.G.
Teeken, B.
Theophilus Kwabla Tengey
Tufan, H.A.
Silver Tumwegamire
Tuyishime, E.
Ulzen, J.
Muhammad Lawan Umar
Onwuka, S.
Tessy Ugo Madu
Voss, R.C.
Yeye, M.
Zaman-Allah, M.
author_sort de Sousa, K.
title The tricot approach: an agile framework for decentralized on-farm testing supported by citizen science. A retrospective
title_short The tricot approach: an agile framework for decentralized on-farm testing supported by citizen science. A retrospective
title_full The tricot approach: an agile framework for decentralized on-farm testing supported by citizen science. A retrospective
title_fullStr The tricot approach: an agile framework for decentralized on-farm testing supported by citizen science. A retrospective
title_full_unstemmed The tricot approach: an agile framework for decentralized on-farm testing supported by citizen science. A retrospective
title_sort tricot approach: an agile framework for decentralized on-farm testing supported by citizen science. a retrospective
publisher Springer Science + Business Media
publishDate 2024
url https://hdl.handle.net/10883/22981
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spelling dig-cimmyt-10883-229812024-01-26T15:32:47Z The tricot approach: an agile framework for decentralized on-farm testing supported by citizen science. A retrospective de Sousa, K. Etten, J. van Manners, R. Erna Abidin Abdulmalik, R.O. Bello Abolore Kwabena Acheremu Angudubo, S. Aguilar, A. Arnaud, E. Adventina Babu Barrios, M. Benavente, G. Boukar, O. Cairns, J.E. Carey, E. Daudi, H. Maryam Abba Dawud Edughaen, G. Ellison, J. Esuma, W. Sanusi Gaya Mohammed van de Gevel, J. Gomez, M. Heerwaarden, J. Iragaba, P. Kadege, E. Assefa, T. Kalemera, S. Fadhili Salum Kasubiri Kawuki, R. Yosef Gebrehawaryat Kidane Kilango, M. Heneriko Kulembeka Adofo Kwadwo Madriz, B. Masumba, E. Mbiu, J. Mendes, T. Müller, A. Moyo, M. Kiddo Mtunda Muzhingi, T. Muungani, D. Mwenda. E.T. Veera Prabha Rama Ganga Rao Nadigatla Ann Ritah Nanyonjo Sognigbé, N. Athanase Nduwumuremyi Nshimiyimana, J.C. Ephraim Nuwamanya Hyacinthe Nyirahabimana Occelli, M. Olamide Olaosebikan Ongom, P.O. Ortiz-Crespo, B. Oteng-Fripong, R. Ozimati, A. Durodola Owoade Quiros, C.F. Rosas, J.C. Rukundo, P. Rutsaert, P. Milindi Sibomana Sharma, N. Nestory Shida Steinke, J. Ssali, Reuben Suchini, J.G. Teeken, B. Theophilus Kwabla Tengey Tufan, H.A. Silver Tumwegamire Tuyishime, E. Ulzen, J. Muhammad Lawan Umar Onwuka, S. Tessy Ugo Madu Voss, R.C. Yeye, M. Zaman-Allah, M. AGRICULTURAL SCIENCES AND BIOTECHNOLOGY External Validity Socio-Economic Heterogeneity Target Product Profle PARTICIPATORY PLANT BREEDING CROPS VARIETIES BREEDING PROGRAMMES SOCIOECONOMIC ASPECTS Maize Matching crop varieties to their target use context and user preferences is a challenge faced by many plant breeding programs serving smallholder agriculture. Numerous participatory approaches proposed by CGIAR and other research teams over the last four decades have attempted to capture farmers’ priorities/preferences and crop variety field performance in representative growing environments through experimental trials with higher external validity. Yet none have overcome the challenges of scalability, data validity and reliability, and difficulties in capturing socio-economic and environmental heterogeneity. Building on the strengths of these attempts, we developed a new data-generation approach, called triadic comparison of technology options (tricot). Tricot is a decentralized experimental approach supported by crowdsourced citizen science. In this article, we review the development, validation, and evolution of the tricot approach, through our own research results and reviewing the literature in which tricot approaches have been successfully applied. The first results indicated that tricot-aggregated farmer-led assessments contained information with adequate validity and that reliability could be achieved with a large sample. Costs were lower than current participatory approaches. Scaling the tricot approach into a large on-farm testing network successfully registered specific climatic effects of crop variety performance in representative growing environments. Tricot’s recent application in plant breeding networks in relation to decision-making has (i) advanced plant breeding lines recognizing socio-economic heterogeneity, and (ii) identified consumers’ preferences and market demands, generating alternative breeding design priorities. We review lessons learned from tricot applications that have enabled a large scaling effort, which should lead to stronger decision-making in crop improvement and increased use of improved varieties in smallholder agriculture. 2024-01-26T01:05:27Z 2024-01-26T01:05:27Z 2024 Article Published Version https://hdl.handle.net/10883/22981 10.1007/s13593-023-00937-1 English Climate adaptation & mitigation Accelerated Breeding Genetic Innovation Bill & Melinda Gates Foundation (BMGF) https://hdl.handle.net/10568/138556 CIMMYT manages Intellectual Assets as International Public Goods. The user is free to download, print, store and share this work. In case you want to translate or create any other derivative work and share or distribute such translation/derivative work, please contact CIMMYT-Knowledge-Center@cgiar.org indicating the work you want to use and the kind of use you intend; CIMMYT will contact you with the suitable license for that purpose Open Access United States of America Springer Science + Business Media 44 1774-0746 Agronomy for Sustainable Development 8