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Reproducibility package for Disruption Without Dividend? How The Digital Divide And Task Differences Split GenAI’s Global Impact

2026
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Reference ID
RR_WLD_2025_528
DOI
https://doi.org/10.60572/1mr5-nr82
Author(s)
Hector Daniel Segura Jimenez, Hernan Winkler, Pawel Gmyrek, Mariana Viollaz
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Jan 23, 2026
Last modified
Jan 23, 2026
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Other Materials
README for Reproducibility package for Disruption Without Dividend? How The Digital Divide And Task Differences Split GenAI’s Global Impact
Download [PDF, 346.79 KB]
Reproducibility report for Reproducibility package for Disruption Without Dividend? How The Digital Divide And Task Differences Split GenAI’s Global Impact
Download [PDF, 147.56 KB]
Reproducibility package for Disruption Without Dividend? How The Digital Divide And Task Differences Split GenAI’s Global Impact
Download [ZIP, 17.33 MB]
Download https://reproducibility.worldbank.org//catalog/449/download/1278
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data_hash_report.csv
LICENSE.txt
README.pdf
reproducibility_report_RR_WLD_2025_528.pdf
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chunks.json
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00-preparing-GenAI-exposure.R
01-estimating_ISCO_averages.R
02-knn-closest_match(ILO-exercise).R
03-graphs.R
main_for_01.R
01-processing-data-with-internet.R
02-processing-data-without-internet.R
03-models-estimation.R
04-estimating-avg-exposure-gradients.R
05-knn-closest_match(internet-exercise).R
06-graphs.R
main_for_02.R
00_preparadb_piaac_v1.do
00_preparadb_step_v1.do
01_piaac_v1.do
01_step_v1.do
02_preparadb_task_v1.do
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main_for_03.do
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Step_2_GenAI_and_task_content.html
Step_2_GenAI_and_task_content.Rmd
01-processing-micro-data.R
02-data-preparation-mlogit.R
03-mlogit-model-estimation.do
main_for_05.R
backup.trk
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AI_scores.dta
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Exposure_Gradients.xlsx
Final_Scores_ISCO08_Gmyrek_et_al_2025.xlsx
GDP_internet_from_WDI.rds
mapping.csv
WDI_GDP_region_data_latest24.rds
WDI_Knn_indicators_2024.rds
WDI_model_indicators_2024.rds
WDI_pop_data24.rds
FigureA15_internet.jpeg
marginsplot_figA16.jpg
List_countries_A1.xlsx
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Model_estimates_A5.txt
Model_estimates_A5.xls
Population_A2.xlsx
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fig1_exposed_vs_GDP.jpg
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fig3_exposed_not_exposed.jpg
fig10_by_welfareQ.jpg
fig4_by_occupation1D.jpg
fig5_by_sex.jpg
fig6_by_age_group.jpg
fig7_by_educ.jpg
fig8_by_sector.jpg
Figure11.png
Figure12.png
Figure13.png
Figure14.png
Figure9.jpeg
activate.R
renv.lock
RP_Disrutpion_without_Dividend.Rproj
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