Data Review Checklist for Empirical Economics
Data quality determines the credibility of empirical research. No econometric method can fix fundamentally flawed data. This checklist provides a systematic approach to reviewing data used in economics research -- whether you are checking your own work, reviewing a coauthor's data preparation, or assessing the data quality in a paper you are refereeing.
Where it sits
left: what it builds on · right: what builds on it · pale: exampleContributed by E2ER contributors
How studies reach it
- No Cash Flows, New Owners: Spot Bitco… → Data Review Checklist for Empirical E…
- Digital credit scores and lending to … → Empirical → data_reviewer → Data Review Checklist for Empirical E…Example
- Stablecoins and the cost of remittanc… → Empirical → data_reviewer → Data Review Checklist for Empirical E…Example
- Remote work and promotion chances → Empirical → data_reviewer → Data Review Checklist for Empirical E…Example
- Mobile money and household savings in… → Staggered difference-in-differences (… → Empirical → data_reviewer → Data Review Checklist for Empirical E…Example
- Data-sharing mandates and hospital IT… → Staggered difference-in-differences (… → Empirical → data_reviewer → Data Review Checklist for Empirical E…Example
and 13 more
Disciplines it reaches
Solid: published studies. Light: examples.
Computed from the records on this site: what each study, template and specialist names as used, which study extends which, and who contributed what. 19 studies in total.
Provenance
- Project
- E2ER bundled skills
- Maintained by
- E2ER contributors
- Licence
- MIT
- Source file
- bhanneke/E2ER-project/blob/orgsci-mvp/skills/files/review/data-quality.md
- Identifier
- e2er/review/data-quality
Use it
Ships with every installation of E2ER.
Used by
Evaluations
PlannedNo evaluation record yet. An evaluation shows where a skill breaks before others rely on it.
Evaluate this skillDescription
Data model- Discipline
- Economics
- Method family
- Empirical (quantitative)
- Design
- not specified
- Research stage
- Review
- Contributors
- E2ER contributors (Software, Methodology)
- Usage
- used in 2 templates · 1 published study · loaded by 1 specialist · Examples: 3 example studies
- Source
- E2ER repository · skills/files · @3b91f0e
- Record
- skill:e2er/review/data-quality · JSON
Solid tags are declared by the source or mapped from its terms; dashed tags are inferred by a published rule. Hover a tag for its provenance.