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Bolivia has the highest level of informality in Latin America, according to 2007 World Bank data. While there are several levels of registration with the government, firms understand formality as registering for a tax identification number (NIT). \n\nEncuesta de Productividad de Empresas (Survey of Enterprise Productivity) is a detailed firm survey that was carried out in Bolivia in March and April 2007. The study was designed as part of World Bank's economic and sector work (ESW) to understand the costs and benefits of formality. Researchers used GPS coordinates to measure the distance of a firm to the tax registration office, and to control for the distance to the city center and to the municipal registration office. The distance to the tax office was then used as an instrument for formalizing. \n\nThe survey covered micro- and small enterprises in four largest cities - La Paz, El Alto, Santa Cruz and Cochabamba - with additional research conducted in several rural areas. Six industries were chosen for the survey: grocery stores, restaurants and food sales, manufacturing of clothing from wool and cloth, transportation of passengers and cargo, manufacturing of clothing from camelid wool (from llamas and alpacas), and manufacturing of furniture from wood. Overall, the survey covered 629 businesses.","coll_dates":[{"start":"2007-03","end":"2007-04","cycle":""}],"nation":[{"name":"Bolivia","abbreviation":"BOL"}],"geog_coverage":"La Paz, El Alto, Santa Cruz, Cochabamba and several rural areas.","analysis_unit":"- micro firms (less than five workers), \n- small firms (5-20 workers).","universe":"Six industries were chosen for the survey: grocery stores, restaurants and food sales, manufacturing of clothing from wool and cloth, transportation of passengers and cargo, manufacturing of clothing from camelid wool (from llamas and alpacas), and manufacturing of furniture from wood. The industries were chosen to represent a large portion of the self-employed and small employers, and to encompass a diversity of sectors. 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Groceries, Food, and Transportation each constitute about 20% of the sample, Clothing from wool and cloth and manufacturing from wood each constitute 15% of the sample, and clothing from camelids the remaining 10%.\n\nA sample frame was not available for rural areas, and therefore snowball sampling method was used to survey camelid and wood firms in rural areas.","coll_mode":"Face-to-face [f2f]"}},"data_access":{"dataset_use":{"cit_req":"Use of the dataset must be acknowledged using a citation which would include:\n- the identification of the primary investigator,\n- the title of the survey (including country, acronym and year of implementation),\n- the survey reference number,\n- the source and date of download.\n\nExample,\n\nDavid McKenzie, World Bank, Yaye Seynabou Sakho, World Bank. Encuesta de Productividad de Empresas (Survey of  Enterprise Productivity) (EPE) 2007, Ref. 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