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Reproducibility package for Revisiting Public Capital Needs: An Analysis Of Growth-Maximizing Investment With Efficiency And Congestion Effects

2025
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Reference ID
RR_WLD_2025_435
DOI
https://doi.org/10.60572/167k-vx49
Author(s)
Santiago Herrera Aguilera, Hironobu Isaka, Christophe Hurlin
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Nov 07, 2025
Last modified
Nov 13, 2025
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5929
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12281
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README for the reproducibility package for Revisiting Public Capital Needs: An Analysis Of Growth-Maximizing Investment With Efficiency And Congestion Effects
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Reproducibility verification for the reproducibility package for Revisiting Public Capital Needs: An Analysis Of Growth-Maximizing Investment With Efficiency And Congestion Effects
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Reproducibility package for Revisiting Public Capital Needs: An Analysis Of Growth-Maximizing Investment With Efficiency And Congestion Effects
Download [ZIP, 19.36 MB]
Download https://reproducibility.worldbank.org//catalog/394/download/1118
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data_hash_report.csv
LICENSE.txt
README.pdf
Human_Capital.xlsx
IMFInvestmentandCapitalStockDataset2021.xlsx
Infrastructure-Efficiency-Index-IEI-forsharing.xlsx
main_1.R
OECD_ECO_GDP.xlsx
OECD_ECO_GDP_PPP.xlsx
OECD_ECO_IGAA.xlsx
OECD_ECO_IGV.xlsx
OECD_ECO_ITV.xlsx
OECD_ECO_PIT.xlsx
pwt1001.xlsx
Step 0 - PotentialGrowth&Delta.ipynb
Step 1 - Data Preparation.R
Step 2.1 - OECD Extension of Public Capital Series.R
Step 2.2 - Non - OECD Merge of sources.R
Step 2.3 - Non - OECD Extention of public capital series.R
Step 3.1 - OECD Extension of Private Capital Series.R
Step 3.2 - Extension of other series - GDP.R
Step 3.3 - Non OECD Extension of Private Capital Series.R
Step 4 - OECD Extension of other series - Employment - Human Capital.R
WEOOct2024all.xlsx
01. Descriptive Statistics.R
02. Model_All_countries.R
03. Model By Regions.R
04. Mixed_Effect_Model By Regions.R
05. Optimal_Investment_All_countries.R
06. Optimal_Investment_by_Region_Spec3.R
07. Optimal_Investment_by_Region_Spec3_Potential_Growth.R
08. Optimal_Investment_by_Region_Spec4.R
09. Distribution of the ratio of actual-to-optimal public investment over the period 1990–2024, by.R
10. Excess public investment per country.R
11. Optimal_Investment_per_Country_Endo.R
main_2.R
00. Synthesis_PEFA2011.ipynb
PEFA_data.xlsx
WEO_Data.xlsx
01. Postest_Ig_cross.ipynb
02. Excess_Inv.do
Excess_Inv_2014-2024.dta
FP_Classification_Table.dta
Mean_Test.xlsx
Resource_rich_countries.xlsx
WEO_Data.xlsx
Endo_Excess_AE_Scenario_C.png
Endo_Excess_AE_Scenario_D.png
Endo_Excess_EME_Scenario_C.png
Endo_Excess_EME_Scenario_D.png
Endo_Excess_LIDC_Scenario_C.png
Endo_Excess_LIDC_Scenario_D.png
Excess_AE_Scenario_C.png
Excess_AE_Scenario_D.png
Excess_EME_Scenario_C.png
Excess_EME_Scenario_D.png
Excess_LIDC_Scenario_C.png
Excess_LIDC_Scenario_D.png
gdp_n_Argentina.png
gdp_n_Austria.png
gdp_n_Belgium.png
gdp_n_Brazil.png
gdp_n_Canada.png
gdp_n_Colombia.png
gdp_n_Costa_Rica.png
gdp_n_Czechia.png
gdp_n_Denmark.png
gdp_n_Finland.png
gdp_n_France.png
gdp_n_Germany.png
gdp_rppp_Argentina.png
gdp_rppp_Austria.png
gdp_rppp_Belgium.png
gdp_rppp_Brazil.png
gdp_rppp_Canada.png
gdp_rppp_Colombia.png
gdp_rppp_Costa_Rica.png
gdp_rppp_Czechia.png
gdp_rppp_Denmark.png
gdp_rppp_Finland.png
gdp_rppp_France.png
gdp_rppp_Germany.png
Histo_Optimal_Ratio_AE.png
Histo_Optimal_Ratio_All.png
Histo_Optimal_Ratio_EME.png
Histo_Optimal_Ratio_LIDC.png
IGOV_WBFD_ARG.png
IGOV_WBFD_BOL.png
IGOV_WBFD_BWA.png
IGOV_WBFD_CHL.png
IGOV_WBFD_CHN.png
IGOV_WBFD_DZA.png
IGOV_WBFD_GNQ.png
IGOV_WBFD_KAZ.png
IGOV_WBFD_MAR.png
IGOV_WBFD_MNG.png
IGOV_WBFD_NIC.png
IGOV_WBFD_NPL.png
IGOV_WBFD_PAK.png
IGOV_WBFD_PER.png
IGOV_WBFD_PHL.png
IGOV_WBFD_PRY.png
IGOV_WBFD_UZB.png
IGOV_WBFD_ZAF.png
PrivateCapitalWBFD_ARG.png
PrivateCapitalWBFD_AUT.png
PrivateCapitalWBFD_BEL.png
PrivateCapitalWBFD_BRA.png
PrivateCapitalWBFD_CAN.png
PrivateCapitalWBFD_COL.png
PrivateCapitalWBFD_CRI.png
PrivateCapitalWBFD_CZE.png
PrivateCapitalWBFD_DEU.png
PrivateCapitalWBFD_DNK.png
PrivateCapitalWBFD_FIN.png
PrivateCapitalWBFD_FRA.png
PrivateCapitalWEO_ARG.png
PrivateCapitalWEO_BOL.png
PrivateCapitalWEO_BWA.png
PrivateCapitalWEO_CHL.png
PrivateCapitalWEO_CHN.png
PrivateCapitalWEO_DZA.png
PrivateCapitalWEO_KAZ.png
PrivateCapitalWEO_MAR.png
PrivateCapitalWEO_MDG.png
PrivateCapitalWEO_MNG.png
PrivateCapitalWEO_NIC.png
PrivateCapitalWEO_NPL.png
PrivateCapitalWEO_PAK.png
PrivateCapitalWEO_PER.png
PrivateCapitalWEO_PHL.png
PrivateCapitalWEO_PRY.png
PrivateCapitalWEO_UZB.png
PrivateCapitalWEO_ZAF.png
PublicCapitalWBFD_ARG.png
PublicCapitalWBFD_BOL.png
PublicCapitalWBFD_BWA.png
PublicCapitalWBFD_CHL.png
PublicCapitalWBFD_CHN.png
PublicCapitalWBFD_DZA.png
PublicCapitalWBFD_GNQ.png
PublicCapitalWBFD_KAZ.png
PublicCapitalWBFD_MAR.png
PublicCapitalWBFD_MNG.png
PublicCapitalWBFD_NIC.png
PublicCapitalWBFD_NPL.png
PublicCapitalWBFD_PAK.png
PublicCapitalWBFD_PER.png
PublicCapitalWBFD_PHL.png
PublicCapitalWBFD_PRY.png
PublicCapitalWBFD_UZB.png
PublicCapitalWBFD_ZAF.png
PublicInvestment_ARG.png
PublicInvestment_BOL.png
PublicInvestment_BWA.png
PublicInvestment_CHL.png
PublicInvestment_CHN.png
PublicInvestment_DZA.png
PublicInvestment_GNQ.png
PublicInvestment_KAZ.png
PublicInvestment_MAR.png
PublicInvestment_MNG.png
PublicInvestment_NIC.png
PublicInvestment_NPL.png
PublicInvestment_PAK.png
PublicInvestment_PER.png
PublicInvestment_PHL.png
PublicInvestment_PRY.png
PublicInvestment_UZB.png
PublicInvestment_ZAF.png
Ratio_Investment_AE_Endo.xlsx
Ratio_Investment_AE_Scenarios.xlsx
Ratio_Investment_EME_Endo.xlsx
Ratio_Investment_EME_Scenarios.xlsx
Ratio_Investment_LIDC_Endo.xlsx
Ratio_Investment_LIDC_Scenarios.xlsx
.gitignore
activate.R
settings.json
Replication Package.Rproj
requirenments.txt
reproducibility_report_RR_WLD_2025_435.pdf
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