LSMS Research Impact: Tracking Pipeline
Automated identification and validation of published research using LSMS survey data
Automated identification and validation of published research using LSMS survey data
World Bank fiscal year (July 1 - June 30).
Based on each author's institution.
How the confirmed papers break down by the kind of publication, based on OpenAlex's data. Other includes books and book chapters.
Topics are auto-tagged by keyword matching algorithm. A paper can match more than one topic, so the counts add up to more than the total number of papers.
Search and filter every confirmed paper, FY09 to present. ★ marks papers with strong evidence of genuine data use.
| Title | Authors | FY | Citations | Peer-reviewed | Geography | Africa | Topics |
|---|
Papers are found by searching for the name of an LSMS survey. Some survey names are unmistakable on their own; others are more generic and need the country's name nearby to confirm a real match. This shows how strong that match was, for every paper found.
Mentioning a survey is not the same as analyzing its data. Every paper is checked against two separate questions: is this genuinely one of our surveys and not a different survey with a similar name, and did the authors actually work with the data rather than just cite it in passing. A paper is only counted if both checks are satisfied.
All figures below cover the confirmed papers shown in the Total figure above.
Based on each author's institution.
Publications classified by venue, from leading economics journals to unpublished working papers. Preliminary — this classification is still being validated.