{"id":3027465,"identifier":"DVN/W0KNMD","persistentUrl":"https://doi.org/10.7910/DVN/W0KNMD","protocol":"doi","authority":"10.7910","separator":"/","publisher":"Harvard Dataverse","publicationDate":"2017-07-13","storageIdentifier":"file://10.7910/DVN/W0KNMD","datasetType":"dataset","datasetVersion":{"id":163425,"datasetId":3027465,"datasetPersistentId":"doi:10.7910/DVN/W0KNMD","storageIdentifier":"file://10.7910/DVN/W0KNMD","versionNumber":1,"versionMinorNumber":3,"versionState":"RELEASED","latestVersionPublishingState":"RELEASED","deaccessionLink":"","UNF":"UNF:6:NkDJZ/1Z0gk96Qx9jGGzfg==","lastUpdateTime":"2019-07-03T11:47:46Z","releaseTime":"2019-07-03T11:47:46Z","createTime":"2019-07-03T11:42:15Z","publicationDate":"2017-07-13","citationDate":"2017-07-13","termsOfUse":"<P><a rel=\"license\" href=\"http://creativecommons.org/licenses/by/4.0/\" target=\"_blank\"><img alt=\"Creative Commons License\" style=\"border-width:0\" src=\"https://i.creativecommons.org/l/by/4.0/88x31.png\" /></a><br />\r\nThese data and documents are licensed under a <a href=\"http://creativecommons.org/licenses/by/4.0/\" target=\"_blank\"> Creative Commons Attribution 4.0 International license.</a> You may copy, distribute and transmit the data as long as you acknowledge the source through proper <a href=\"http://best-practices.dataverse.org/data-citation/\" target=\"_blank\">data citation</a>.</P>\r\n<Strong>Disclaimer</Strong>\r\n<P>\r\nWhilst utmost care has been taken by CIAT and data authors while collecting and compiling the data, the data is however offered \"as is\" with no express or implied warranty. In no event shall the data authors, CIAT, or relevant funding agencies be liable for any actual, incidental or consequential damages arising from use of the data.\r\n<BR/><BR/>\r\nBy using the CIAT Dataverse, the user expressly acknowledges that the Data may contain some nonconformities, defects, or errors. No warranty is given that the data will meet the user's needs or expectations or that all nonconformities, defects, or errors can or will be corrected. \r\n<BR/><BR/>\r\nThe user should always verify actual data; therefore the user bears all responsibility in determining whether the data is fit for the user’s intended use.  The user of the data should use the related publications as a baseline for their analysis whenever possible. Doing so will be an added safeguard against misinterpretation of the data. Related publications are listed in the metadata section of the Dataverse study.\r\n</P>","disclaimer":"Whilst utmost care has been taken by CIAT and data authors while collecting and compiling the data, the data is however offered \"as is\" with no express or implied warranty. In no event shall the data authors, CIAT, or relevant funding agencies be liable for any actual, incidental or consequential damages arising from use of the data.\r\n<BR/><BR/>\r\nBy using the CIAT Dataverse, the user expressly acknowledges that the Data may contain some nonconformities, defects, or errors. No warranty is given that the data will meet the user's needs or expectations or that all nonconformities, defects, or errors can or will be corrected. \r\n<BR/><BR/>\r\nThe user should always verify actual data; therefore the user bears all responsibility in determining whether the data is fit for the user’s intended use.  The user of the data should use the related publications as a baseline for their analysis whenever possible. Doing so will be an added safeguard against misinterpretation of the data. Related publications are listed in the metadata section of the Dataverse study.","fileAccessRequest":false,"metadataBlocks":{"citation":{"displayName":"Citation Metadata","name":"citation","fields":[{"typeName":"title","multiple":false,"typeClass":"primitive","value":"Enhancing the benefits of value chain development: Addressing gender disparities in Kenyan and Ugandan common bean value chains"},{"typeName":"author","multiple":true,"typeClass":"compound","value":[{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Wilkus, Erin Lynn"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"International Center for Tropical Agriculture - CIAT"},"authorIdentifierScheme":{"typeName":"authorIdentifierScheme","multiple":false,"typeClass":"controlledVocabulary","value":"ORCID"},"authorIdentifier":{"typeName":"authorIdentifier","multiple":false,"typeClass":"primitive","value":"0000-0001-6678-9065"}},{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Francesconi, Gian Nicola"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"International Center for Tropical Agriculture - CIAT"},"authorIdentifierScheme":{"typeName":"authorIdentifierScheme","multiple":false,"typeClass":"controlledVocabulary","value":"ORCID"},"authorIdentifier":{"typeName":"authorIdentifier","multiple":false,"typeClass":"primitive","value":"0000-0002-7590-1140"}}]},{"typeName":"datasetContact","multiple":true,"typeClass":"compound","value":[{"datasetContactName":{"typeName":"datasetContactName","multiple":false,"typeClass":"primitive","value":"CIAT Data and Research Methods"},"datasetContactAffiliation":{"typeName":"datasetContactAffiliation","multiple":false,"typeClass":"primitive","value":"International Center for Tropical Agriculture - CIAT"},"datasetContactEmail":{"typeName":"datasetContactEmail","multiple":false,"typeClass":"primitive","value":"CIAT-DM@CGIAR.ORG"}}]},{"typeName":"dsDescription","multiple":true,"typeClass":"compound","value":[{"dsDescriptionValue":{"typeName":"dsDescriptionValue","multiple":false,"typeClass":"primitive","value":"This study contributed to a better understanding of current gender disparities that can help to ensure future inclusive market development and associated benefits. The analysis is based on empirical evidence from female and male small and medium enterprise (SME) owners along the common bean value chain that served urban and peri-urban bean markets in Kenya and Uganda. The value chain was evaluated based on cross-sectional data collected from 349 interconnected small and medium enterprises (SMEs). SMEs spanned three value chain levels, namely traders and wholesalers, which were dominated by male proprietors, and shopkeepers, which were dominated by female-proprietors"},"dsDescriptionDate":{"typeName":"dsDescriptionDate","multiple":false,"typeClass":"primitive","value":"2016-03-20"}}]},{"typeName":"subject","multiple":true,"typeClass":"controlledVocabulary","value":["Agricultural Sciences","Business and Management","Earth and Environmental Sciences"]},{"typeName":"keyword","multiple":true,"typeClass":"compound","value":[{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"Small and medium enterprises"},"keywordVocabulary":{"typeName":"keywordVocabulary","multiple":false,"typeClass":"primitive","value":"AGROVOC"},"keywordVocabularyURI":{"typeName":"keywordVocabularyURI","multiple":false,"typeClass":"primitive","value":"http://aims.fao.org/aos/agrovoc/c_50307"}},{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"Gender"},"keywordVocabulary":{"typeName":"keywordVocabulary","multiple":false,"typeClass":"primitive","value":"AGROVOC"},"keywordVocabularyURI":{"typeName":"keywordVocabularyURI","multiple":false,"typeClass":"primitive","value":"http://aims.fao.org/aos/agrovoc/c_34835"}},{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"Value chain"},"keywordVocabulary":{"typeName":"keywordVocabulary","multiple":false,"typeClass":"primitive","value":"AGROVOC"},"keywordVocabularyURI":{"typeName":"keywordVocabularyURI","multiple":false,"typeClass":"primitive","value":"http://aims.fao.org/aos/agrovoc/c_9fbe9719"}},{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"Africa"},"keywordVocabulary":{"typeName":"keywordVocabulary","multiple":false,"typeClass":"primitive","value":"AGROVOC"},"keywordVocabularyURI":{"typeName":"keywordVocabularyURI","multiple":false,"typeClass":"primitive","value":"http://aims.fao.org/aos/agrovoc/c_165"}},{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"Beans"},"keywordVocabulary":{"typeName":"keywordVocabulary","multiple":false,"typeClass":"primitive","value":"AGROVOC"},"keywordVocabularyURI":{"typeName":"keywordVocabularyURI","multiple":false,"typeClass":"primitive","value":"http://aims.fao.org/aos/agrovoc/c_331566"}},{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"Africa"},"keywordVocabulary":{"typeName":"keywordVocabulary","multiple":false,"typeClass":"primitive","value":"CIAT Region"}},{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"Decision and Policy Analysis - DAPA"},"keywordVocabulary":{"typeName":"keywordVocabulary","multiple":false,"typeClass":"primitive","value":"CIAT Research Area"}},{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"Agrobiodiversity - AGBIO"},"keywordVocabulary":{"typeName":"keywordVocabulary","multiple":false,"typeClass":"primitive","value":"CIAT Research Area"}}]},{"typeName":"topicClassification","multiple":true,"typeClass":"compound","value":[{"topicClassValue":{"typeName":"topicClassValue","multiple":false,"typeClass":"primitive","value":"Social sciences"},"topicClassVocab":{"typeName":"topicClassVocab","multiple":false,"typeClass":"primitive","value":"AGROVOC"},"topicClassVocabURI":{"typeName":"topicClassVocabURI","multiple":false,"typeClass":"primitive","value":"http://aims.fao.org/aos/agrovoc/c_36390"}}]},{"typeName":"notesText","multiple":false,"typeClass":"primitive","value":"Survey data of SMEs- snowball sampling technique was used to capture SMEs along the common bean value chain. Survey was adapted from the design provided by GRADE and IFPRI, to suite the specific contexts of Uganda and Kenya"},{"typeName":"producer","multiple":true,"typeClass":"compound","value":[{"producerName":{"typeName":"producerName","multiple":false,"typeClass":"primitive","value":"International Center for Tropical Agriculture"},"producerAbbreviation":{"typeName":"producerAbbreviation","multiple":false,"typeClass":"primitive","value":"CIAT"},"producerURL":{"typeName":"producerURL","multiple":false,"typeClass":"primitive","value":"http://ciat.cgiar.org/"},"producerLogoURL":{"typeName":"producerLogoURL","multiple":false,"typeClass":"primitive","value":"http://ciat-library.ciat.cgiar.org/dm_images/CIAT-Logo-255x128.png"}}]},{"typeName":"distributor","multiple":true,"typeClass":"compound","value":[{"distributorName":{"typeName":"distributorName","multiple":false,"typeClass":"primitive","value":"International Center for Tropical Agriculture"},"distributorAbbreviation":{"typeName":"distributorAbbreviation","multiple":false,"typeClass":"primitive","value":"CIAT"},"distributorURL":{"typeName":"distributorURL","multiple":false,"typeClass":"primitive","value":"http://ciat.cgiar.org/"},"distributorLogoURL":{"typeName":"distributorLogoURL","multiple":false,"typeClass":"primitive","value":"http://ciat-library.ciat.cgiar.org/dm_images/CIAT-Logo-255x128.png"}}]},{"typeName":"depositor","multiple":false,"typeClass":"primitive","value":"Nyakundi, Fridah"},{"typeName":"dateOfDeposit","multiple":false,"typeClass":"primitive","value":"2017-06-15"},{"typeName":"kindOfData","multiple":true,"typeClass":"primitive","value":["Survey Data","Socio-economic Data"]},{"typeName":"relatedMaterial","multiple":true,"typeClass":"primitive","value":["Matthias j; Chege C. 2016.Making value chains work for food and nutrition security of vulnerable populations in East Africa\r\nhttps://www.spring-nutrition.org/sites/default/files/events/files/ag2nut_webinar_ciat_value_chains_for_nutrition.pdf"]}]},"geospatial":{"displayName":"Geospatial Metadata","name":"geospatial","fields":[{"typeName":"geographicCoverage","multiple":true,"typeClass":"compound","value":[{"country":{"typeName":"country","multiple":false,"typeClass":"controlledVocabulary","value":"Kenya"}},{"country":{"typeName":"country","multiple":false,"typeClass":"controlledVocabulary","value":"Uganda"}}]}]},"journal":{"displayName":"Journal Metadata","name":"journal","fields":[]}},"files":[{"description":"Data in STATA format","label":"1a. 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