Skip to content
Published studies are shown for demonstration purposes, not because they are good or bad research. Demonstrator · items marked Example are invented · what exists today
Search

Skills · e2er bundled skills

Data Review Checklist for Empirical Economics

By e2er authors

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.

In the catalogue
No evaluations yet
Anyone can contribute. Improve this skill Contribute a skill

Provenance

Project
e2er bundled skills
Maintained by
e2er authors
Licence
MIT
Source file
bhanneke/E2ER-project/blob/v0.16.1/skills/files/review/data-quality.md
Identifier
e2er/review/data-quality

Use it

Ships with every installation of e2er.

Cite this skill
Persistent identifiers planned 
@software{e2erauthors2026datareviewchecklistforem,
  title   = {Data Review Checklist for Empirical Economics},
  author  = {e2er authors},
  year    = {2026},
  note    = {e2er skill. Persistent identifier planned},
  url     = {https://github.com/bhanneke/E2ER-project/blob/v0.16.1/skills/files/review/data-quality.md}
}
 Report a failure

Used by

Review of the data
Empirical studyEmpirical study, pre-registeredEvent study in financeDescriptive data studyPolicy evaluation (difference-in-differences)Spatial analysisSystematic review and meta-analysisText analysisTime series and forecastingPaper reviewStaggered difference-in-differences (economics)Regression discontinuity for platform policies (information systems)Shift-share instrumental variables (economics)

Description

Data model
Discipline
Economics
Method family
Empirical (quantitative)
Design
not specified
Research stage
Review
Authors
e2er authors (Software, Methodology)
Usage
used in 10 templates · 1 published study · loaded by 1 specialist · Examples: 8 example studies
Source
e2er repository · skills/files · @d8fd8ab
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.

More

reviewMIT

Evaluations

Planned

No evaluation record yet. An evaluation shows where a skill breaks before others rely on it.

Evaluate this skill

More review skills in e2er bundled skills

Consistency CheckConstructive Feedback Review — Best PracticesDomain plausibility reviewMethods review (any discipline)Referee SimulationReference CheckTechnical ReviewAcademic Writing Review Checklist

On e2er.org

Loading…

Report a failurePropose a new version

Discussion

Loading…