AEA Data Editor

@aeadata.bsky.social

Data editor for the American Economic Association - for official guidance, always go to http://aeaweb.org and https://aeadataeditor.github.io. Does not follow persons (sorry)

Recent case, re-run of the authors' code failed on a first-stage regression, blocked code from completing. Hard to initially diagnose, because "qui do regression_55.do" shows no output... 🤦Back and forth with authors, they provide evidence that it works on their system. We send MWE to Stata support👇

From an anonymous replication package: the underlying ACS housing-unit microdata (~14 GB across 2006–2019) are **not** redistributed here because of their size. I understand that even back in 2006, 1.44MB floppy disks were going out of style... We draw the line at about 2TB, we have solutions!

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I just wanted to remind folks: Excel! "In updating the replication package so that inputs for Figure 1 are produced by code... hard-coded input cell in the Excel workbook ... outdated reference" Luckily, caught, and change was minor. Please use code to produce tables, figures!

I am firming up spring and summer conference planning, and if you are too, here are a few where I will be leading or contributing to training on reproducibility (for journals and for your own research) 🧵

I would like to re-emphasize that when data are "publicly available" (as authors frequently mention), the LICENSE matters. Most AEA replication packages are fully or partially under a #CC-BY license. You have ONE (only ONE) obligation, but you MUST fulfill that one obligation: CITE THE DATA!

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Summer is approaching, and so are various conferences. As so often, I target being available at various conferences, including presenting and answering questions. Here is a list of places and times in the next two months.

Short note on provision of "raw" data in replication packages. "Raw" are data files exactly as downloaded from original source. Not renamed, not converted, not made prettier. All that is important, and is the next step, for which you provide code (or instructions). But "raw" is as "raw as it gets".

We are seeing some impact on reproducibility efforts with the transition to the new US administration. For now, I suggest that you make backups of any data that required you to actively interact with the Federal government, as there may be a delay in response times.... #openscience

I sometimes see researchers doing copy-pasting between output from Stata/R/MATLAB ➡️Excel, to create tables. This is a lot of work, source of many copy-paste errors & a bad 👿idea. I describe 1 way to avoid this, even when you don't want to invest in a new and better tool. Think "halfway house"...