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Updated version that provides a description of the data."}},"study_desc":{"title_statement":{"idno":"SLV_2009-2012_MCC-HVC_v01_M","title":"Productive and Business Services Assistance in Handicrafts Value Chain 2009-2012","sub_title":"Independent Impact Evaluation","alt_title":"MCC-HVC 2009-2012","translated_title":"Encuesta de Hogares Para Evaluar el Impacto de Proyectos de Artesanais en la Zona Norte 2009-2012"},"authoring_entity":[{"name":"Mathematica Policy Research","affiliation":""}],"production_statement":{"funding_agencies":[{"name":"Millennium Challenge Corporation","abbreviation":"MCC","role":""}]},"distribution_statement":{"contact":[{"name":"Monitoring & Evaluation Division","affiliation":"Millennium Challenge Corporation","email":"impact-eval@mcc.gov","uri":""}]},"study_info":{"keywords":[{"keyword":"Handicrafts","vocab":"","uri":""},{"keyword":"Artisan","vocab":"","uri":""},{"keyword":"Training","vocab":"","uri":""},{"keyword":"Technical assistance","vocab":"","uri":""}],"topics":[{"topic":"Agriculture and Irrigation","vocab":"MCC Sector","uri":""}],"abstract":"The evaluation was designed to answer the following questions:\n\n\u2022 What impact did FOMILENIO's offer of PBS assistance have on intermediate outcomes, such as production levels, business practice adoption, technology adoption, and product diversification? \n\u2022 What impact did FOMILENIO's offer of PBS assistance have on employment creation and artisans' investment and income? \n\u2022 What impact did FOMILENIO's offer of PBS assistance have on household income? \n\nIn the handicrafts chain, we find a positive impact of PBS on employment generation after one year of assistance, as well as a positive impact on artisans\u2019 likelihood to devote labor to handicrafts and sell handicrafts. However, we find no significant impact on net handicraft or household income in 2010 or any subsequent year. This suggests that one or more structural obstacles to marketing and selling handicrafts may have inhibited positive impacts on artisans\u2019 handicraft income. Examples of potential obstacles could include market access difficulties, limited demand during non-peak months, or the inability of assisted artisan groups to ensure the quality of their goods to secure large orders. Also possible is that diminishing marginal returns to additional production could translate to a lack of increased sales and income, despite increased investments in paid labor.","coll_dates":[{"start":"2009-10","end":"2009","cycle":"Baseline"},{"start":"2010-11","end":"2010","cycle":"Follow-up 1"},{"start":"2011-09","end":"2011","cycle":"Follow-up 2"},{"start":"2012-08","end":"2012","cycle":"Follow-up 3"}],"nation":[{"name":"El Salvador","abbreviation":"SLV"}],"geog_coverage":"19 municipalities in the Northern Zone of El Salvador","analysis_unit":"Handicraft producers","universe":"Artisans in the study are largely married females around the age of 40 with a basic education. Overall, artisans invested between $400 and $600 a year in handicrafts production, and made a profit of between $300 and $500 on these investments.","data_kind":"Sample survey data [ssd]"},"method":{"data_collection":{"data_collectors":[{"name":"Direcci\u00f3n General de Estad\u00edstica y Censos","abbreviation":"DIGESTYC","affiliation":"National Statistical Department"}],"sampling_procedure":"A total of 19 municipalities (9 in treatment and 10 in control) with 674 individuals (337 in treatment and 337 in control) were randomized into the study. The analysis sample for this evaluation includes all respondents that completed all four in-person interviews: one baseline and three follow-up interviews. This is a total of 587 individuals (289 in treatment and 298 in control). Over 85 percent of the sample completed all four surveys over three years.","sampling_deviation":"At baseline, 74 individuals not included in the sample frame were administered the PDS-H producer questionnaire. 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Data collection included baseline data collection (right before Phase I services), the first follow-up data collection (right after the end of Phase I), a second follow-up (after one year of Phase II services), and a final follow-up one year later, approximately one month after Phase II services concluded in July 2012.","weight":"No weights were used for this impact analysis.","cleaning_operations":"After interviewers completed each questionnaire, the interviewers reviewed the questionnaire entries and submitted them to the field coordinator for cross-editing. During data entry in SPSS, mistakes were corrected using visual and program control.","method_notes":"Each set of questionnaire responses was entered by two specialists independently to cross-check skips and prevent mechanical mistakes. 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