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Small-scale traders across the DRC-Rwanda border, 90% of which were women, had a poor access to information on tariffs and legal procedures, were forced to pay bribes in cash or in-kind, and were subjected to sexual gender-based violence incidents. Among the recommendations made by the World Bank, there was the need for training of border officials and traders, institutional reforms, and a strengthened voice for traders. In this regard, the World Bank funded a multi-component project \"Improving the conditions of cross-border traders in the Great Lakes region of Africa,\" which was implemented by the NGO International Alert from March 2012 to July 2013.\n\nThe DRC-Rwanda Cross-Border Trade Impact Evaluation focused on the effects of the training, under Component 2 \"Empowerment of small-scale traders (via increased knowledge and understanding of regulations and rights and establishment and strengthening of associations\/cooperatives),\" of the larger project. It was a randomized individual trader-level assignment of 628 traders to treatment (training) and control. There were two rounds of survey data collection conducted by The Catholic University of Bukavu and IPSOS in 2011 and 2013. From the (unpublished) results, there was a potential reduction in sexual and gender-based violence (fewer traders insulted or spit upon), with no increase in \"unofficial\" fees to border officials. There also was a possible drop in corruption (fee-asking by border officials) emerging from the participation of border officials in the trader's training. Savings from trading activity also seemed to increase for small-scale cross-border traders.","coll_dates":[{"start":"2010-08-16","end":"2010-12-15","cycle":"Baseline"}],"nation":[{"name":"Rwanda","abbreviation":"RWA"}],"geog_coverage":"The dataset covers the Great Lakes zone, specifically North-Kivu and South-Kivu provinces in Democratic Republic of Congo (represented by three fourths of the sample) and the border region in Rwanda (represented by one fourth of the sample).","analysis_unit":"Individual trader-level","data_kind":"Sample survey data [ssd]","notes":"DRC Cross-Border Trade Impact Evaluation program was designed to evaluate the impact of training on rights, procedures and tariffs, for cross-border traders, on the following outcomes: \n- incidence of corruption \n- trading activity (volume traded, income from trading, and profits) \n- sexual and gender-based violence"},"method":{"data_collection":{"sampling_procedure":"A trader roster has been made available through the listing of traders at border crossings to identify 628 traders (90% female), from which 314 initially randomly selected to be trained and 314 selected to not receive the training.","coll_mode":"Computer Assisted Personal Interview [capi]","research_instrument":"SURVEY MODULES\n1- Contact\n2- Demographics\n3- Midline demographics\n4- Housing and assets\n5- Midline expenditures\n6- Expenditures\n7- Trade\n8- Midline trade\n9- Border conditions and negotiations\n10- Midline Border Conditions and negotiations\n11- Business skills and financial literacy\n12- Midline  Skills and Financial Literacy\n13- Conflict\n14- Midline conflict\n15- Harassment\n16- Midline harassment","coll_situation":"Much effort was put into the wording in order to adapt the survey to local and cultural contexts. 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