Home / Repository / PRWP / RR_WLD_2025_435
PRWP

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

2025
Get Reproducibility Package
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
Download related resources
Other Materials
README for the reproducibility package for Revisiting Public Capital Needs: An Analysis Of Growth-Maximizing Investment With Efficiency And Congestion Effects
Download [PDF, 381.7 KB]
Reproducibility verification for the reproducibility package for Revisiting Public Capital Needs: An Analysis Of Growth-Maximizing Investment With Efficiency And Congestion Effects
Download [PDF, 139.4 KB]
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
Zip preview
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
Back to Catalog