iefieldkit: Commands for primary data collection and cleaning (update)

doi:10.1177/1536867X231196496

iefieldkit: Commands for primary data collection and cleaning (update)

2023-09-22

0

OA

AI

K

Kristoffer Bjärkefur *

L

Luíza Cardoso de Andrade

B

Benjamin Daniels

DOI：10.1177/1536867X231196496

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En 中文

Data collection and cleaning workflows implement highly repetitive but extremely important processes. In this article, we describe an update to iefieldkit, a package developed to standardize and simplify best practices for high-quality primary data collection across the World Bank's Development Impact Evaluation department. The first release of iefieldkit provided workflows to automate error checking for Open Data Kit-based survey modules, duplicate management, data cleaning, and codebook creation. This update to the package includes improved commands to document and implement data point corrections, verify the structure or contents of data using codebooks, and create replicationready data through automated variable subsetting.

Keyword:

dm0105_1

iefieldkit

iecorrect

iecodebook

primary data collection

Open Data Kit

SurveyCTO

data cleaning

survey harmonization

duplicates

codebooks

iefieldkit: Commands for primary data collection and cleaning (update)

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