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Reproducibility Certification in Economics Research
- Publication Year :
- 2020
- Publisher :
- HAL CCSD, 2020.
-
Abstract
- Reproducibility is key for building trust in research, yet it is not widespread in economics. We show how external certification can improve reproducibility in economics research. Such certification can be conducted by a trusted third party or agency, which formally tests whether a given result is indeed generated by the code and data used by a researcher. This additional validation step significantly enriches the peer-review process, without adding an extra burden on journals or unduly lengthening the publication process. We show that external certification can accommodate research based on confidential data. Lastly, we present an actual example of external certification.
- Subjects :
- History
Polymers and Plastics
Computer science
Process (engineering)
Certification
Industrial and Manufacturing Engineering
confidential data
0502 economics and business
Agency (sociology)
open science
JEL: C - Mathematical and Quantitative Methods/C.C8 - Data Collection and Data Estimation Methodology • Computer Programs/C.C8.C88 - Other Computer Software
replicability
Confidentiality
050207 economics
Business and International Management
Publication process
050205 econometrics
Reproducibility
05 social sciences
Trusted third party
peer-review process
Risk analysis (engineering)
JEL: C - Mathematical and Quantitative Methods/C.C8 - Data Collection and Data Estimation Methodology • Computer Programs/C.C8.C81 - Methodology for Collecting, Estimating, and Organizing Microeconomic Data • Data Access
Key (cryptography)
JEL: C - Mathematical and Quantitative Methods/C.C8 - Data Collection and Data Estimation Methodology • Computer Programs/C.C8.C80 - General
[SHS.GESTION]Humanities and Social Sciences/Business administration
data availability policy
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....1e784e238534d7cf212cb1ca58e61fc3