Reproducibility package for Federal Research Funding And STEM Education

2026

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RR_USA_2026_618

DOI

https://doi.org/10.60572/9b2n-wc47

Author(s)

Emily Cook, Devaki Ghose, Ekaterina Khmelnitskaya

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World Bank Policy Research Working Papers

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May 27, 2026

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Jun 03, 2026

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Zip preview	RR_USA_2026_618 data_hash_report.csv data_hash_report_author.csv LICENSE.txt README.pdf Reproducibility package ado backup.trk c coefplot.ado coefplot.sthlp e estfe.ado f fcollapse.ado fcollapse.sthlp fcollapse_functions.mata fcollapse_main.mata fegen.ado fegen.sthlp fegen_group.ado fisid.ado fisid.sthlp flevelsof.ado flevelsof.sthlp fmerge.ado fmerge.sthlp freshape.ado fsort.ado fsort.sthlp ftab.ado ftools.ado ftools.mata ftools.sthlp ftools_common.mata ftools_experimental.mata ftools_hash1.mata ftools_main.mata ftools_plugin.mata ftools_type_aliases.mata j join.ado join.sthlp l local_inlist.ado local_inlist.sthlp m missings.ado missings.sthlp ms_add_comma.ado ms_compile_mata.ado ms_expand_varlist.ado ms_fvstrip.ado ms_fvstrip.sthlp ms_fvunab.ado ms_get_version.ado ms_parse_absvars.ado ms_parse_depvar.ado ms_parse_varlist.ado ms_parse_vce.ado o outreg2.ado outreg2.hlp outreg2.pref outreg2_prf.ado p parallel_map.ado parallel_map.sthlp parallel_map_template.do.ado r reghdfe.ado reghdfe.mata reghdfe.sthlp reghdfe3.ado reghdfe3.sthlp reghdfe3_estat.ado reghdfe3_footnote.ado reghdfe3_p.ado reghdfe5.ado reghdfe5.mata reghdfe5.sthlp reghdfe5_estat.ado reghdfe5_footnote.ado reghdfe5_header.ado reghdfe5_p.ado reghdfe5_parse.ado reghdfe_estat.ado reghdfe_footnote.ado reghdfe_header.ado reghdfe_p.ado reghdfe_programming.sthlp require.ado require.sthlp s seeout.ado seeout.hlp shellout.ado shellout.hlp statastates.ado statastates.sthlp statastates_data.ado stata.trk x xlincom.ado xlincom.sthlp xlincom_p.ado Codes 01_ProgramsDataFile.do 02_FSSSupportSurvey.do 03_CombineACTSAT.do 04_ConstructDatasetforRegressions.do 05a_Regressions.do 05b_Regressions.do 06_CalculateNumbers.do Construct_Admissions Construct_AdmissionData.do Construct_HEGIS Construct_HEGIS_Degrees.do Construct_HEGIS_Finance.do Construct_HEGIS_Instchar.do Construct_IPEDS Construct_AllIPEDSData.do nameclean.ado Data Raw 2000aligncip.dta All Admissions Data.xlsx All CIP.xls Carnegie_1994_edition_data.csv Carnegie_1994_edition_data.xls CPI_long_2019.dta CPI_long_2022.dta FSS_Support_Survey FSS_support_preperiod 1969 Totals _William_2-16-22.xlsx 1970 Totals _William_2-16-22.xlsx Federal Support to Universities and Colleges Fiscal Year 1967.xlsx Federal Support to Universities and Colleges Fiscal Year 1968.xlsx Federal Support to Universities and Colleges_1963-1966.xlsx Microdata_stata_export c_agency.dta c_inst_codebook.dta data_obligation.dta HEGIS_Degrees lookupfields_65_67.dta lookupfields_68.dta lookupfields_70_81.dta states.dta states2.dta IPEDS_Degrees dct_c1987.dta dct_c1988.dta dct_c1989.dta dct_c1990.dta dct_c1991.dta dct_c1992.dta dct_c1993.dta dct_c1994.dta dct_c1995.dta dct_c1996.dta dct_c1997.dta dct_c1998.dta dct_c1999.dta dct_c2000.dta dct_c2001.dta dct_c2002.dta dct_c2003.dta dct_c2004.dta dct_c2005.dta dct_c2006.dta dct_c2007.dta dct_c2008.dta dct_c2009.dta dct_c2010.dta dct_c2011.dta dct_c2012.dta dct_c2013.dta dct_c2014.dta dct_c2015.dta dct_c2016.dta dct_c2017.dta dct_c2018.dta dct_c2019.dta dct_c2020.dta IPEDS_Finance dct_f0001_f1.dta dct_f0001_f2.dta dct_f0102_f1.dta dct_f0102_f1a.dta dct_f0102_f2.dta dct_f0203_f1.dta dct_f0203_f1a.dta dct_f0203_f2.dta dct_f0304_f1a.dta dct_f0304_f2.dta dct_f0405_f1a.dta dct_f0405_f2.dta dct_f0506_f1a.dta dct_f0506_f2.dta dct_f0607_f1a.dta dct_f0607_f2.dta dct_f0708_f1a.dta dct_f0708_f2.dta dct_f0809_f1a.dta dct_f0809_f2.dta dct_f0910_f1a.dta dct_f0910_f2.dta dct_f1011_f1a.dta dct_f1011_f2.dta dct_f1112_f1a.dta dct_f1112_f2.dta dct_f1213_f1a.dta dct_f1213_f2.dta dct_f1314_f1a.dta dct_f1314_f2.dta dct_f1415_f1a.dta dct_f1415_f2.dta dct_f1516_f1a.dta dct_f1516_f2.dta dct_f1617_f1a.dta dct_f1617_f2.dta dct_f1718_f1a.dta dct_f1718_f2.dta dct_f1819_f1a.dta dct_f1819_f2.dta dct_f1920_f1a.dta dct_f1920_f2.dta dct_f1987_a.dta dct_f1987_b.dta dct_f1987_e.dta dct_f1988.dta dct_f1989_a.dta dct_f1989_b.dta dct_f1989_e.dta dct_f1990_a.dta dct_f1990_b.dta dct_f1990_e.dta dct_f1991_a.dta dct_f1991_b.dta dct_f1991_e.dta dct_f1992_a.dta dct_f1992_b.dta dct_f1992_e.dta dct_f1993_a.dta dct_f1993_b.dta dct_f1993_e.dta dct_f1994_a.dta dct_f1994_b.dta dct_f1994_e.dta dct_f1995_a.dta dct_f1995_b.dta dct_f1995_e.dta dct_f1996_a.dta dct_f1996_b.dta dct_f1996_e.dta dct_f2021_f1a.dta dct_f2021_f2.dta dct_f2122_f1a.dta dct_f2122_f2.dta dct_f2223_f1a.dta dct_f2223_f2.dta dct_f9697_f1.dta dct_f9697_f2.dta dct_f9798_f1.dta dct_f9798_f2.dta dct_f9899_f1.dta dct_f9899_f2.dta dct_f9900f2.dta dct_f9900_f1.dta fin2010.dta IPEDS_InstitutionalChars dct_1995hd.dta dct_adm2014.dta dct_adm2015.dta dct_adm2016.dta dct_adm2017.dta dct_adm2018.dta dct_adm2019.dta dct_adm2020.dta dct_adm2021.dta dct_adm2022.dta dct_adm2023.dta dct_hd2000.dta dct_hd2001.dta dct_hd2002.dta dct_hd2003.dta dct_hd2004.dta dct_hd2005.dta dct_hd2006.dta dct_hd2007.dta dct_hd2008.dta dct_hd2009.dta dct_hd2010.dta dct_hd2011.dta dct_hd2012.dta dct_hd2013.dta dct_hd2014.dta dct_hd2015.dta dct_hd2016.dta dct_hd2017.dta dct_hd2018.dta dct_hd2019.dta dct_hd2020.dta dct_hd2021.dta dct_hd2022.dta dct_hd2023.dta dct_ic1987_a.dta dct_ic1987_b.dta dct_ic1988_a.dta dct_ic1988_b.dta dct_ic1989_a.dta dct_ic1989_b.dta dct_ic1990_hdr.dta dct_ic1991_ab.dta dct_ic1991_c.dta dct_ic1991_d.dta dct_ic1991_e.dta dct_ic1991_f.dta dct_ic1991_hdr.dta dct_ic1991_other.dta dct_ic1992_a.dta dct_ic1992_b.dta dct_ic1993_a.dta dct_ic1993_b.dta dct_ic1994_a.dta dct_ic1994_b.dta dct_ic2000.dta dct_ic2000_actot.dta dct_ic2000_ay.dta dct_ic2000_py.dta dct_ic2001.dta dct_ic2001_ay.dta dct_ic2001_py.dta dct_ic2002.dta dct_ic2002_ay.dta dct_ic2002_py.dta dct_ic2003.dta dct_ic2003_ay.dta dct_ic2003_py.dta dct_ic2004.dta dct_ic2004_ay.dta dct_ic2004_py.dta dct_ic2005.dta dct_ic2005_ay.dta dct_ic2005_py.dta dct_ic2006.dta dct_ic2006_ay.dta dct_ic2006_py.dta dct_ic2007.dta dct_ic2007_ay.dta dct_ic2007_py.dta dct_ic2008.dta dct_ic2008_ay.dta dct_ic2008_py.dta dct_ic2009.dta dct_ic2009_ay.dta dct_ic2009_py.dta dct_ic2010.dta dct_ic2010_ay.dta dct_ic2010_py.dta dct_ic2011.dta dct_ic2011_ay.dta dct_ic2011_py.dta dct_ic2012.dta dct_ic2012_ay.dta dct_ic2012_py.dta dct_ic2013.dta dct_ic2013_ay.dta dct_ic2013_py.dta dct_ic2014.dta dct_ic2014_ay.dta dct_ic2014_py.dta dct_ic2015.dta dct_ic2015_ay.dta dct_ic2015_py.dta dct_ic2016.dta dct_ic2016_ay.dta dct_ic2016_py.dta dct_ic2017.dta dct_ic2017_ay.dta dct_ic2017_py.dta dct_ic2018.dta dct_ic2018_ay.dta dct_ic2018_py.dta dct_ic2019.dta dct_ic2019_ay.dta dct_ic2019_py.dta dct_ic2020.dta dct_ic2020_ay.dta dct_ic2020_py.dta dct_ic2021.dta dct_ic2021_ay.dta dct_ic2021_py.dta dct_ic2022.dta dct_ic2022_ay.dta dct_ic2022_py.dta dct_ic2023.dta dct_ic2023_ay.dta dct_ic2023_py.dta dct_ic90abce.dta dct_ic90d.dta dct_ic9596_b.dta dct_ic9697_a.dta dct_ic9697_b.dta dct_ic9697_c.dta dct_ic9798_ab.dta dct_ic9798_c.dta dct_ic9798_d.dta dct_ic9798_e.dta dct_ic9798_f.dta dct_ic9798_hdr.dta dct_ic98hdac.dta dct_ic98_ab.dta dct_ic98_c.dta dct_ic98_d.dta dct_ic98_e.dta dct_ic98_f.dta dct_ic99abcf.dta dct_ic99_actot.dta dct_ic99_d.dta dct_ic99_e.dta dct_ic99_hd.dta Figures figure1 cipdidFSSwACTb.png cipdidFSSwACTd.png cipdidFSSwACTm.png ddidFSSwACTb.png ddidFSSwACTd.png ddidFSSwACTm.png figure2 cipdidFSSwACTrobustnessb.png cipdidFSSwACTrobustnessd.png cipdidFSSwACTrobustnessm.png ddidFSSwACTrobustnessb.png ddidFSSwACTrobustnessd.png ddidFSSwACTrobustnessm.png figure3andb1 cipnewFSSwACTb_placebofields.png cipnewFSSwACTd_placebofields.png cipnewFSSwACTm_placebofields.png cipnewFSSwACTSTEMb.png cipnewFSSwACTSTEMd.png cipnewFSSwACTSTEMm.png dnewFSSwACTb_placebofields.png dnewFSSwACTd_placebofields.png dnewFSSwACTm_placebofields.png dnewFSSwACTSTEMb.png dnewFSSwACTSTEMd.png dnewFSSwACTSTEMm.png HEGISDataDownloadGuide.pdf main.do Tables CIPTable.xlsx table1and2 summary.xlsx table3 did_cip_leads_b.txt did_cip_leads_b.xml did_cip_leads_d.txt did_cip_leads_d.xml did_cip_leads_m.txt did_cip_leads_m.xml did_degrees_leads_b.txt did_degrees_leads_b.xml did_degrees_leads_d.txt did_degrees_leads_d.xml did_degrees_leads_m.txt did_degrees_leads_m.xml table4 did_cip_heterogeneity_above_below_median_b.txt did_cip_heterogeneity_above_below_median_b.xml did_cip_heterogeneity_above_below_median_d.txt did_cip_heterogeneity_above_below_median_d.xml did_cip_heterogeneity_above_below_median_m.txt did_cip_heterogeneity_above_below_median_m.xml did_cip_heterogeneity_b.txt did_cip_heterogeneity_b.xml did_cip_heterogeneity_d.txt did_cip_heterogeneity_d.xml did_cip_heterogeneity_m.txt did_cip_heterogeneity_m.xml did_degrees_heterogeneity_above_below_median_b.txt did_degrees_heterogeneity_above_below_median_b.xml did_degrees_heterogeneity_above_below_median_d.txt did_degrees_heterogeneity_above_below_median_d.xml did_degrees_heterogeneity_above_below_median_m.txt did_degrees_heterogeneity_above_below_median_m.xml did_degrees_heterogeneity_b.txt did_degrees_heterogeneity_b.xml did_degrees_heterogeneity_d.txt did_degrees_heterogeneity_d.xml did_degrees_heterogeneity_m.txt did_degrees_heterogeneity_m.xml tableappendix did_cip_combined_b.txt did_cip_combined_b.xml did_cip_combined_d.txt did_cip_combined_d.xml did_cip_combined_leads3_b.txt did_cip_combined_leads3_b.xml did_cip_combined_leads3_d.txt did_cip_combined_leads3_d.xml did_cip_combined_leads3_m.txt did_cip_combined_leads3_m.xml did_cip_combined_leads6_b.txt did_cip_combined_leads6_b.xml did_cip_combined_leads6_d.txt did_cip_combined_leads6_d.xml did_cip_combined_leads6_m.txt did_cip_combined_leads6_m.xml did_cip_combined_m.txt did_cip_combined_m.xml did_cip_leads6_b.txt did_cip_leads6_b.xml did_cip_leads6_d.txt did_cip_leads6_d.xml did_cip_leads6_m.txt did_cip_leads6_m.xml did_cip_robustness_b.txt did_cip_robustness_b.xml did_cip_robustness_d.txt did_cip_robustness_d.xml did_cip_robustness_m.txt did_cip_robustness_m.xml did_degrees_combined_b.txt did_degrees_combined_b.xml did_degrees_combined_d.txt did_degrees_combined_d.xml did_degrees_combined_leads3_b.txt did_degrees_combined_leads3_b.xml did_degrees_combined_leads3_d.txt did_degrees_combined_leads3_d.xml did_degrees_combined_leads3_m.txt did_degrees_combined_leads3_m.xml did_degrees_combined_leads6_b.txt did_degrees_combined_leads6_b.xml did_degrees_combined_leads6_d.txt did_degrees_combined_leads6_d.xml did_degrees_combined_leads6_m.txt did_degrees_combined_leads6_m.xml did_degrees_combined_m.txt did_degrees_combined_m.xml did_degrees_leads6_b.txt did_degrees_leads6_b.xml did_degrees_leads6_d.txt did_degrees_leads6_d.xml did_degrees_leads6_m.txt did_degrees_leads6_m.xml did_degrees_robustness_b.txt did_degrees_robustness_b.xml did_degrees_robustness_d.txt did_degrees_robustness_d.xml did_degrees_robustness_m.txt did_degrees_robustness_m.xml sensitivity_cip_b.txt sensitivity_cip_b.xml sensitivity_cip_d.txt sensitivity_cip_d.xml sensitivity_cip_m.txt sensitivity_cip_m.xml sensitivity_degree_b.txt sensitivity_degree_b.xml sensitivity_degree_d.txt sensitivity_degree_d.xml sensitivity_degree_m.txt sensitivity_degree_m.xml twfe xtreg_all_b.txt xtreg_all_b.xml xtreg_all_d.txt xtreg_all_d.xml xtreg_all_m.txt xtreg_all_m.xml reproducibility_report_RR_USA_2026_618.pdf WB-IGO-RIDER.txt

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