LKA_2008_SLFED_v01_M
Formalization Experiment Data 2008-2011
Name | Country code |
---|---|
Sri Lanka | LKA |
Enterprise Survey [en/oth]
Sample survey data [ssd]
Businesses with one to 14 employees not registered with the Divisional Secretariat (DS) at the time of the baseline survey.
v01: Edited, anonymous datasets for public distribution.
The scope of the study includes:
Two largest cities in Sri Lanka - Colombo and Kandy
Name | Affiliation |
---|---|
David McKenzie | World Bank |
Suresh de Mel | University of Peradeniya, Sri Lanka |
Christopher Woodruff | University of Warwick, United Kingdom |
Name |
---|
World Bank |
Knowledge for Change Program Trust Fund |
Department for International Development |
Ewing Marion Kauffman Foundation |
Researchers randomly selected five Divisional Secretariat Divisions (DS) in each Colombo and Kandy. In December 2008, research assistants went door-to-door in these areas to screen firms, with the goal of surveying approximately 50 unregistered firms in each selected DS. Firms were selected for the baseline survey if they were not registered with the DS, were not in seasonal agriculture or fisheries, had 1 to 14 paid employees, and had an owner aged 20 to 55 who worked at least 20 hours in the enterprise each week. A sixth DS Division was added in Kandy due to difficulty finding enough informal firms which satisfied these criteria. The resulting baseline sample consisted of 520 firms, evenly split between Colombo and Kandy.
The sample size of 520 was randomly assigned by computer into four treatment groups and a control group as follows. Firms were first stratified by province (Colombo or Kandy), industry (retail, manufacturing, or services), whether or not they had more than two paid employees, and whether or not in the baseline survey they had said they would register if someone were to pay the costs, and had also said they perceived some benefit to registration. Then within each of these 24 strata researchers sorted firms according to their sales rank, and formed matched quintuplets. Where the number of firms in a strata was not perfectly divisible by five, the additional firms were randomly assigned within strata to one of the five treatment groups with equal probability. There were 102-105 firms in each treatment group. The stratification variables were chosen on the basis that local regulations make the process of registration slightly different in Colombo and Kandy, while the incentives to register were a priori believed to possibly differ by industry, firm size, and self-professed desire to register.
Four survey questionnaires were administered during the impact evaluation study.
Note that the December 2011 fourth round survey was originally schedule for September 2011, and so some dates in the English version of the questionnaire still refer to September 2011. The dates were changed to correspond to a December 2011 timeline in the Sinhala version.
Start | End |
---|---|
2008-12 | 2011-12 |
Name |
---|
Kandy Consulting Group |
In total, 152 out of the 415 firms which were assigned to one of the four treatment groups did not receive the registration offer. The majority of time (106 cases) this was because the firm was already-registered or quasi-registered at the time of the baseline survey. In 14 cases, the business had closed since the baseline survey, in 18 cases, the owner could not be found in the follow-up, and in 14 cases the business had registered on its own between the baseline survey and the intervention. Five of the owners rejected the offer outright; researchers count these cases as having received the offer. Follow-up visits with the control group revealed 30 firms which were already registered, and a further 12 had closed or moved or couldn't be located.
The first follow-up was conducted in August 2010, corresponding to a period of between 12 and 18 months after firms were induced to register. Researchers were able to re-interview 465 of the original 520 firms (89%), with such reasons for attrition as not being able to find the owner (20 out of the 55 cases), the owner being abroad (9 out of 55 cases), and firm owners refusing to be re-interviewed (9 out of 55 cases). Researchers cannot reject the null hypothesis that attrition is unrelated to treatment status at conventional significance levels (p=0.17).
The second follow-up survey was conducted in March 2011, at period averaging 22 months after the start of the intervention. Researchers reached 445 firms in this round, with attrition again unrelated to treatment status (p=0.35).
The final follow-up survey was conducted in December 2011, an average of 31 months after the treatment. In this last survey 424 firms were interviewed with attrition again unrelated to treatment status (p=0.40). In addition, proxy reports were used to determine whether the business was still open for a further 59 firms. The remaining 37 firm owners were unable to be located, largely due to their having moved out of the study areas.
Use of the dataset must be acknowledged using a citation which would include:
David McKenzie, World Bank; Suresh de Mel, University of Peradeniya; Christopher Woodruff, University of Warwick. Sri Lanka Formalization Experiment Data (SLFED) 2008-2011, Ref. LKA_2008_SLFED_v01_M. Dataset downloaded from [URL] on [date].
The user of the data acknowledges that the original collector of the data, the authorized distributor of the data, and the relevant funding agency bear no responsibility for use of the data or for interpretations or inferences based upon such uses.
Name | Affiliation | |
---|---|---|
David McKenzie | World Bank | dmckenzie@worldbank.org |
DDI_LKA_2008_SLFED_v01_M
Name | Affiliation | Role |
---|---|---|
Development Data Group | World Bank | Generation of DDI documentation |
2012-10-11
Version 01
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