Data and Code Availability Policy
It is the policy of the American Economic Association to publish papers only if the data and code used in the analysis are clearly and precisely documented, and access to the data and code is clearly and precisely documented and is non-exclusive to the authors.
Authors of accepted papers that contain empirical work, simulations, or experimental work must provide, prior to acceptance, information about the data, programs, and other details of the computations sufficient to permit replication, as well as information about access to data and programs.
Data and programs should be archived in the AEA Data and Code Repository. Authors will provide access to editors and reviewers, if requested, to both data and programs prior to acceptance. The Editor should be notified at the time of submission if access to the data used in a paper is restricted or limited, or if, for some other reason, the requirements above cannot be met. The AEA Data Editor will assess compliance with this policy, and will verify the accuracy of the information prior to acceptance by the Editor.
When requested by the Editor during the refereeing process, authors are expected to provide location and access details for their data, programs, and replication instructions. Final files may be deposited in the AEA Data and Code Repository.*
The AEA Data Editor will verify all information prior to acceptance of the manuscript by the Editor.
Content and Scope
For econometric, simulation, and experimental papers, the replication materials shall include (a) the data set(s), (b) the programs used to create any final and analysis data sets from raw data, (c) programs used to run the final models, and (d) description sufficient to allow all programs to be run.
For data, enough information should be provided (a) to accurately describe the data so that somebody who doesn’t have knowledge of the data can understand its principal (and salient) characteristics (INFORMATION); (b) to be able to acquire the data (whether by download, by contract, by application process, etc.) (ACCESSIBILITY); and (c) to assure the reader that the data are available for a sufficiently long period of time (PERSISTENCE).
The data files can be provided in any format compatible with any commonly used statistical package or software. Authors are encouraged to provide data files in open, non-proprietary formats.
Authors should provide clear documentation of all code (within the code/script files themselves, and through a README). In particular: (a) it should be clear from the code (and/or the README) where to find the information contained in each table, figure, and in-text number; (b) all pre-requisites (data, code, programs, software, possibly operating system) should be identified (including version numbers); and (c) where appropriate, random seeds should be fixed.
The programs can be provided in any format compatible with commonly used statistical package or software. Should unusual or costly software be required, the Authors are required to notify the AEA Data Editor.
A master script is strongly encouraged.
As part of the archive, authors must provide a README file listing all included files and documenting the purpose, format, and provenance of each file provided, as well as instructing a user on how replication can be conducted.
Common formats are txt, PDF, and Markdown. The README file should not require proprietary software to view. It should guide a user on the types of files and how to use them to do replication.
Authors should ensure that a meaningful name or description (label) is available for every variable in provided datasets. Codebooks or similar metadata should describe the allowed values and their meaning for each variable. It is acceptable to reference publicly available documentation for these items.
Procedure for restricted-access data
If data are subject to any access restriction that prevents authors from depositing the files in an openly accessible data repository, additional information is required. Authors shall provide detailed information on how, where, and under what conditions an independent researcher can access the data. This information shall be provided to the editors upon submission, and shall be part of the README. All programs, as described above, shall still be provided.
The AEA Data Editor will verify the information, and may contact the data providers identified by the authors.
Special rules for experimental papers
For experimental papers, additional rules apply. We normally expect authors of experimental articles to supply the following supplementary materials (any exceptions to this policy should be requested at the time of submission):
The original instructions should be summarized as part of the discussion of experimental design in the submitted manuscript, and also provided in full as an appendix at the time of submission. The instructions should be presented in a way that, together with the design summary, conveys the protocol clearly enough that the design could be replicated by a reasonably skilled experimentalist. For example, if different instructions were used for different sessions, the correspondence should be indicated.
Information about subject eligibility or selection, such as exclusions based on past participation in experiments, college major, etc. This should be summarized as part of the discussion of experimental design in the submitted manuscript.
Software and Scripts
Any computer programs, configuration files, or scripts used to run the experiment shall be provided. These should be summarized as appropriate in the submitted manuscript and deposited in the AEA Data and Code Repository. All requirements noted above for programs apply.
The raw data from the experiment should be summarized as appropriate in the submitted manuscript, and deposited in the AEA Data and Code Repository.
We strongly encourage authors to deposit raw data and instructions separately from other replication materials, in order to provide greater visibility to the author’s work.
All requirements for final and intermediate data files, as well as cleaning and analysis programs, outlined above, continue to apply. (See "Data" section above.)
The AEA has a policy on the registration of randomized control trials. Please see the policy at https://www.aeaweb.org/journals/policies/rct-registry.
Transmission of Data and Code Materials
Files uploaded to the AEA Data and Code Repository should retain the file names as originally executed or used, their original file format, and their original "grouping" in terms of directories.
The AEA Data and Code Repository can handle files up to 2GB. Please contact the repository staff should you need to upload larger files, or encounter any problems.
For more information, see Frequently Asked Questions.
* Other repositories and archives may be acceptable, as long as these are considered to be "trusted" archives or repositories (see guidance). The AEA Data Editor will assess suitability of any such repositories and archives.
This version (July 10, 2019) supplants all prior data policies.