Where to Invest Project Efforts for Greater Benefit: A Framework for Management Performance Mapping with Examples for Potato Seed Health

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cg.authorship.typesCGIAR and developing country instituteen
cg.authorship.typesCGIAR and advanced research instituteen
cg.contributor.affiliationUniversity of Floridaen
cg.contributor.affiliationWageningen University & Researchen
cg.contributor.affiliationLouisiana State Universityen
cg.contributor.affiliationUniversity of Texasen
cg.contributor.affiliationInternational Potato Centeren
cg.contributor.affiliationUniversity of Applied Sciences Bingenen
cg.contributor.crpRoots, Tubers and Bananas
cg.contributor.donorBill & Melinda Gates Foundationen
cg.contributor.donorUnited States Agency for International Developmenten
cg.contributor.donorCGIAR Trust Funden
cg.contributor.initiativeAccelerated Breeding
cg.creator.identifierChristopher Buddenhagen: 0000-0002-3016-1054
cg.creator.identifierYanru Xing: 0000-0002-4002-4184
cg.creator.identifierJorge Andrade-Piedra: 0000-0001-7617-0506
cg.creator.identifierGregory Forbes: 0000-0001-8961-011X
cg.creator.identifierPeter Kromann: 0000-0001-9056-4990
cg.creator.identifierIsrael Navarrete: 0000-0002-9779-4809
cg.creator.identifierSara Thomas-Sharma: 0000-0001-5216-5243
cg.creator.identifierKelsey F Andersen: 0000-0003-1812-2009
cg.creator.identifierElmar Schulte-Geldermann: 0000-0003-1784-4333
cg.howPublishedFormally Publisheden
cg.identifier.doihttps://doi.org/10.1094/phyto-05-20-0202-ren
cg.isijournalISI Journalen
cg.issn1943-7684en
cg.issue7en
cg.journalPhytopathologyen
cg.reviewStatusPeer Reviewen
cg.subject.cipCLIMATE-SMART AGRICULTUREen
cg.subject.cipCROP PROTECTIONen
cg.subject.cipIMPACT ASSESSMENTen
cg.subject.cipINCLUSIVE GROWTHen
cg.subject.cipPOTATO AGRI-FOOD SYSTEMSen
cg.subject.cipPOTATOESen
cg.subject.cipSEED SYSTEMSen
cg.volume112en
dc.contributor.authorBuddenhagen, C.en
dc.contributor.authorXing, Y.en
dc.contributor.authorAndrade-Piedra, J.L.en
dc.contributor.authorForbes, G.en
dc.contributor.authorKromann, P.en
dc.contributor.authorNavarrete, I.en
dc.contributor.authorThomas-Sharma, Saraen
dc.contributor.authorChoudhury, R.A.en
dc.contributor.authorAndersen, K.F.en
dc.contributor.authorSchulte-Geldermann, E.en
dc.contributor.authorEtherton, B.A.en
dc.contributor.authorPlex Sulá, A.I.en
dc.contributor.authorGarrett, K.A.en
dc.date.accessioned2022-06-13T16:47:22Zen
dc.date.available2022-06-13T16:47:22Zen
dc.identifier.urihttps://hdl.handle.net/10568/119819
dc.titleWhere to Invest Project Efforts for Greater Benefit: A Framework for Management Performance Mapping with Examples for Potato Seed Healthen
dcterms.abstractPolicymakers and donors often need to identify the locations where technologies are most likely to have important effects, to increase the benefits from agricultural development or extension efforts. Higher-quality information may help to target the high-benefit locations, but often actions are needed with limited information. The value of information (VOI) in this context is formalized by evaluating the results of decision making guided by a set of specific information compared with the results of acting without considering that information. We present a framework for management performance mapping that includes evaluating the VOI for decision making about geographic priorities in regional intervention strategies, in case studies of Andean and Kenyan potato seed systems. We illustrate the use of recursive partitioning, XGBoost, and Bayesian network models to characterize the relationships among seed health and yield responses and environmental and management predictors used in studies of seed degeneration. These analyses address the expected performance of an intervention based on geographic predictor variables. In the Andean example, positive selection of seed from asymptomatic plants was more effective at high altitudes in Ecuador. In the Kenyan example, there was the potential to target locations with higher technology adoption rates and with higher potato cropland connectivity, i.e., a likely more important role in regional epidemics. Targeting training to high management performance areas would often provide more benefits than would random selection of target areas. We illustrate how assessing the VOI can contribute to targeted development programs and support a culture of continuous improvement for interventions.en
dcterms.accessRightsOpen Access
dcterms.audienceAcademicsen
dcterms.audienceCGIARen
dcterms.audienceDevelopment Practitionersen
dcterms.audienceDonorsen
dcterms.audienceExtensionen
dcterms.audienceFarmersen
dcterms.audienceGeneral Publicen
dcterms.audienceNGOsen
dcterms.audiencePolicy Makersen
dcterms.audienceScientistsen
dcterms.bibliographicCitationBuddenhagen, C. E.; Xing, Y.; Andrade-Piedra, J. L.; Forbes, G. A.; Kromann, P.; Navarrete, I.; Thomas-Sharma, S.; Choudhury, R. A.; Andersen Onofre, K. F.; Schulte-Geldermann, E.; Etherton, B. A.; Plex Sulá, A. I.; Garrett, K. A. 2022. Where to Invest Project Efforts for Greater Benefit: A Framework for Management Performance Mapping with Examples for Potato Seed Health. Phytopathology. ISSN 1943-7684. 13 p.en
dcterms.extentp. 1431-1443en
dcterms.issued2022-07
dcterms.languageen
dcterms.licenseCC-BY-4.0
dcterms.publisherScientific Societiesen
dcterms.subjectagricultural developmenten
dcterms.subjectplant pathologyen
dcterms.subjectpest managementen
dcterms.subjectdisease controlen
dcterms.subjectpotatoesen
dcterms.subjectyield gapen
dcterms.subjectvirologyen
dcterms.subjectseeden
dcterms.typeJournal Article

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