Home / Repository / PRWP / RR_USA_2025_436
PRWP

Reproducibility package for Labor Demand in the Age of Generative AI: Early Evidence from the U.S. Job Posting Data

2025
Get Reproducibility Package
Reference ID
RR_USA_2025_436
Author(s)
Yan Liu, Shu Yu, He Wang
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Nov 18, 2025
Last modified
Dec 23, 2025
Download related resources
Other Materials
README for the reproducibility package for Labor Demand in the Age of Generative AI: Early Evidence from the U.S. Job Posting Data
Download [PDF, 195.97 KB]
Reproducibility verification for the reproducibility package for Labor Demand in the Age of Generative AI: Early Evidence from the U.S. Job Posting Data
Download [PDF, 141.57 KB]
Reproducibility package for Labor Demand in the Age of Generative AI: Early Evidence from the U.S. Job Posting Data
Download [ZIP, 19.34 MB]
Download https://reproducibility.worldbank.org/index.php/catalog/403/download/1214
Zip preview
data_hash_report.csv
LICENSE.txt
README.pdf
OccupationLevelData.do
1 LightCast Data Aggregation.ipynb
2 Prepare Data for Analysis.ipynb
3 Results.ipynb
did2_coeff_byeduexp.png
did2_coeff_byindustry.png
did_results_baseline.csv
did_results_byedu_shortlong.csv
did_results_byexp_shortlong.csv
event_3groups_50_90.png
event_baseline.png
event_robust_AIOE.png
event_robust_cl_occ.png
event_robust_GBBtreatment.png
event_robust_ilo25.png
event_robust_interperson.png
event_robust_noctrl.png
event_robust_nowt.png
event_robust_sub1_com.png
event_robust_sub2_res.png
event_robust_sub3_phy.png
event_robust_sub4_cri.png
event_robust_sub5_rou.png
event_robust_sub6_ski.png
job_postings_normalized.png
job_postings_raw.png
LC_JOLTS.xlsx
occ_scatter.png
placebo_did.png
placebo_eventstudy.png
sumstat_edu.csv
sumstat_exp.csv
sumstat_industry.csv
two_occupation_trend.png
GBB-scores-2024-10-16.csv
ILO2025_Final_Scores_ISCO08_Gmyrek_et_al_2025.xlsx
JOLTS.xlsx
Reproducibility report-RR_USA_2025_436.pdf
Back to Catalog