{"type":"script","doc_desc":{"producers":[{"abbr":"CK","name":"Krestel","affiliation":"World Bank"}],"prod_date":"2023-06-13","version":"1"},"project_desc":{"authoring_entity":[{"name":"David McKenzie","affiliation":"World Bank","email":"dmckenzie@worldbank.org","author_id":[{"type":"ORCID","id":"0000-0002-1885-2426"}]},{"name":"Susana Puerto","affiliation":"Employment Policy Department, International Labour Organization","email":"puerto-gonzalez@ilo.org"}],"output":[{"type":"Published Paper","doi":"https:\/\/doi.org\/10.1257\/app.20180340","title":"Growing Markets through Business Training for Female Entrepreneurs: A Market-Level Randomized Experiment in Kenya","authors":"David McKenzie, Susana Puerto","uri":"https:\/\/www.aeaweb.org\/articles?id=10.1257\/app.20180340"}],"software":[{"name":"Stata","version":"14"}],"title_statement":{"idno":"PP_KEN_2021_PRWP-7993_v01","title":"Reproducibility package for Growing Markets through Business Training for Female Entrepreneurs: A Market-Level Randomized Experiment in Kenya","identifiers":[{"type":"doi","identifier":"https:\/\/doi.org\/10.3886\/E119063V1"}]},"methods":[{"name":"Randomised experiment"}],"acknowledgment_statement":"We thank Valerie Breda, Faizan Diwan, Bilal Hakeem, Mary Kamore, Virginia Losada, Jane Maigua, Grace Makana, Frank Odhiambo, Silvia Paruzzolo, and Miriam Wekesa for their contributions to the study design and implementation; ICRW for their qualitative work; three anonymous referees; and participants at various seminars for useful comments. ","sponsors":[{"name":"International Initiative for Impact Evaluation ","abbr":"3ie"},{"name":"Private Enterprise Development in Low-Income Countries","abbr":"PEDL"},{"name":"International Labour Organization ","abbr":"ILO"},{"name":"Strategic Research Program ","abbr":"SRP"},{"name":"World Bank Jobs Umbrella Multidonor Trust Fund"}],"production_date":"2021-04","abstract":"A common concern with efforts to directly help some small businesses to grow is that their growth comes at the expense of their unassisted competitors. We test this possibility using a two-stage randomized experiment in Kenya that randomizes business training at the market level and then within markets to selected businesses. Three years after training, the treated businesses are selling more, earn higher profits, and their owners have higher well-being. Point estimates of the spillovers on the competing businesses are small and not statistically significant, and the markets as a whole have grown in terms of sales volume. ","geographic_units":[{"name":"Kenya","code":"KEN","type":"cty"}],"topics":[{"vocabulary":"JEL Classifications","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php","id":"J16","name":"Economics of Gender \u2022 Non-labor Discrimination"},{"vocabulary":"JEL Classifications","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php","id":"L25","name":"Firm Performance: Size, Diversification, and Scope"},{"vocabulary":"JEL Classifications","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php","id":"L26","name":"Entrepreneurship"},{"vocabulary":"JEL Classifications","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php","id":"L53","name":"Enterprise Policy"},{"vocabulary":"JEL Classifications","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php","id":"O14","name":"Industrialization \u2022 Manufacturing and Service Industries \u2022 Choice of Technology"}],"language":[{"name":"English ","code":"EN"}],"data_statement":"All data is public and contained in the (external) reproducibility package.","reproduction_instructions":"A readme file details the reproduction instruction. A folder StataAddons contains all ado files used.","contacts":[{"role":"Author","affiliation":"World Bank","email":"dmckenzie@worldbank.org","name":"David McKenzie"},{"name":"Reproducibility WBG","email":"reproducibility@worldbank.org","uri":"reproducibility.worldbank.org"}],"scripts":[{"dependencies":"distinct.ado, estadd.ado, estout.ado, eststo.ado, esttab.ado, ivreg2.ado, mat2txt.ado, qreq2.ado, ranktest.ado","software":"Stata","date":"2021-04","file_name":"PP_KEN_2021_PRWP-7993_prg_v01.zip","zip_package":"PP_KEN_2021_PRWP-7993_prg_v01.zip","title":"Reproducibility package (data and code) for Growing Markets through Business Training for Female Entrepreneurs","instructions":"See readme in the reproducibility package","source_code_repo":"AEA data and code repository (ICPSR)","notes":"Checked for reproducibility externally at the journal","license":[{"name":"Creative Commons Attribution 4.0 International (CC BY 4.0) License","uri":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}]}],"repository_uri":[{"name":"AEA Data and Code Repository","uri":"https:\/\/www.openicpsr.org\/openicpsr\/aea"}],"disclaimer":"The materials in the reproducibility packages are distributed as they were prepared by the staff of the International Bank for Reconstruction and Development\/the World Bank. The findings, interpretations, and conclusions expressed in this event do not necessarily reflect the views of the World Bank, the Executive Directors of the World Bank, or the governments they represent. The World Bank does not guarantee the accuracy of the materials included in the reproducibility package.","reproducibility_status":{"type":"Open access","note":"The package contains all code and data needed to reproduce all findings in the report"}},"tags":[{"tag":"Fully Reproducible"},{"tag":"Published Paper"}],"schematype":"script"}