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Hungry Cities Partnership Survey, Windhoek 2016-2019. [dataset]. Version 1. Cape Town: HCP [producer], 2020. Cape Town: DataFirst [distributor], 2020. DOI: https://doi.org/10.25828/34j4-qb67"},"version_statement":{"version":"V1: Cleaned and anonymised for public use","version_date":"2020"},"study_info":{"abstract":"This study covers Windhoek, one of four African cities surved between 2013 and 2019 by the African Center for Cities. The African Center for cities is based at the University of Cape Town and is a partner of the Hungry Cities Partnership (HCP).\n\nThe HCP studies include household data on food insecurity, household food purchasing dynamics, nutritional discounting taking place in households, foods consumed and multidimensional measures of poverty. The household data is complimented with household member data and food retailer (vendor) data, including infomation on vendor employees.\n\nThe Hungry Cities Partnership is an international network of cities and city-based partner organizations which focuses on the relationships between rapid urbanization, informality, inclusive growth and urban food systems in the Global South.","coll_dates":[{"start":"2016","end":"2019","cycle":"Both surveys"},{"start":"2016","end":"2016","cycle":"Household survey"},{"start":"2019","end":"2019","cycle":"Vendor survey"}],"nation":[{"name":"Namibia","abbreviation":"NAM"}],"geog_coverage":"The household sample is deisgned to be representative of the city of Windhoek.","geog_unit":"In the public release the lowest geographic level is the city. 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This combination highlights the connections between food insecurity and lived poverty.\n\nThe informal vendor survey instrument sought information on issues including vendor demographic characteristics, entrepreneurial motivations, business financing, enterprise character, operations, challenges, strategies, and aspirations of the vendors. The informal vendor surveys covered over 3500 vendors across the same scale."},"method":{"data_collection":{"sampling_procedure":"Household survey: A two-stage sampling procedure was used for the household survey. According to the documention, 35 PSUs were selected from the 2011 census master frame, with selection proportionate to size. This is different to the other cities, where the number of households selected (second stage) was according to relative size. 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Users can request records of data preparation and sytax files for more information. \n\nVendor: The question numbering in the Windhoek data is different. Rather than using letters for subquestions (1a, 1b, 1c) it uses decimals (1.1, 1.2, 1.3). Variables were named to match this using underscores instead of decimal points as well as lettes where these were necessary to avoid too many decimal places. The food questions were also asked differentely in Windhoek, vendors could specify the foods they sell, rather then answer \"yes\" or \"no\" to a list of foods. \n\nEmployee: Like the vendor data, the employee question numbering does not match the previous cities. The employee data came with the vendor data in Windhoek, but was separated out to match the other cities."},"method_notes":"The Windhoek household data had had far more options for food transfers than the other cities, requiring extra processing. 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