Reproducibility package for People, Jobs, And Places: A Spatial Analysis Of Welfare Disparities In Low- And Middle-Income Countries

2026

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Reference ID

FR_WLD_2026_682

DOI

https://doi.org/10.60572/y67p-6q25

Author(s)

Nga Thi Viet Nguyen, Henry Stemmler, Eduard Bukin, Ben James Brunckhorst

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Flagships and Reports

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Created on

Aug 25, 2026

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Aug 25, 2026

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README for the reproducibility package for People, Jobs, And Places: A Spatial Analysis Of Welfare Disparities In Low- And Middle-Income Countries

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Reproducibility package for People, Jobs, And Places: A Spatial Analysis Of Welfare Disparities In Low- And Middle-Income Countries

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Zip preview	Reproducibility package spat-disp-insight-main .Rbuildignore vignettes MLI-03a-imputation-prep.R _quarto.yml MLI-05-data-prep.qmd ECU-01-data-prep.qmd ECU-05-reproducibility.qmd 01-setup.R 11-geom.qmd docs MLI-05-data-prep_files libs bootstrap bootstrap-icons.css bootstrap.min.js bootstrap-icons.woff bootstrap-1bc8a17f135ab3d594c857e9f48e611b.min.css quarto-html quarto.js tippy.css tippy.umd.min.js anchor.min.js popper.min.js quarto-syntax-highlighting-2f5df379a58b258e96c21c0638c20c03.css clipboard clipboard.min.js MLI-06-analysis.html MLI-02-data-clean.html ECU-05-reproducibility.docx MLI-05-data-prep.html MLI-02-data-clean_files libs bootstrap bootstrap-icons.css bootstrap.min.js bootstrap-icons.woff bootstrap-1bc8a17f135ab3d594c857e9f48e611b.min.css quarto-html quarto.js tippy.css tippy.umd.min.js anchor.min.js popper.min.js quarto-syntax-highlighting-2f5df379a58b258e96c21c0638c20c03.css clipboard clipboard.min.js 11-geom.html ECU-03-data-reg.docx MLI-06-analysis_files libs bootstrap bootstrap-icons.css bootstrap.min.js bootstrap-icons.woff bootstrap-1bc8a17f135ab3d594c857e9f48e611b.min.css quarto-html quarto.js tippy.css tippy.umd.min.js anchor.min.js popper.min.js quarto-syntax-highlighting-2f5df379a58b258e96c21c0638c20c03.css lightable-0.0.1 lightable.css kePrint-0.0.1 kePrint.js clipboard clipboard.min.js MLI-04-census-prep.R ECU-03-data-reg.qmd MLI-02-data-clean.qmd MLI-06-analysis.qmd MLI-03b-imp-data-annex.R 11-geom_files libs bootstrap bootstrap-icons.css bootstrap.min.js bootstrap-icons.woff bootstrap-1bc8a17f135ab3d594c857e9f48e611b.min.css quarto-html quarto.js tippy.css tippy.umd.min.js anchor.min.js popper.min.js quarto-syntax-highlighting-2f5df379a58b258e96c21c0638c20c03.css clipboard clipboard.min.js 01-setup-ECU.R ECU-02-data-geom.qmd MLI-01-data-load.qmd .quarto xref 496687c6 700b097f 7e2120e2 d55cbeea INDEX e8a799ae bb8bc3a7 _freeze MLI-05-data-prep execute-results html.json 11-geom execute-results html.json MLI-06-analysis execute-results html.json libs lightable-0.0.1 lightable.css kePrint-0.0.1 kePrint.js ECU-05-reproducibility execute-results docx.json MLI-02-data-clean execute-results html.json ECU-03-data-reg execute-results docx.json 00-master.R LICENSE .Rprofile .pre-commit-config.yaml CITATION.cff R f-variables-helpers.R f-feols-helpers.R f-feols-summary.R f-feols-validate.R f-feols-grid-helpers.R f-resolve-cols.R f-qmd.R f-feols-format.R f-regsample.R f-ft.R f-calc-summary-stats.R f-format-sum-stats-ft.R f-reg-composition-table.R f-select-reg-vars.R f-gg.R f-plot-dist.R f-geom.R f-fltr-frmt-reg.R f-feols.R f-ft-helpers.R f-feols-var-decomp-plot.R f-variables-definitions.R f-rt2.R f-rt-helpers.R f-data-helpers.R f-feols-grid.R f-format.R f-cleaners.R f-calc-vars.R f-data-load.R output tables Table A3 3.docx Table A5 5.docx Table A2-2.docx all-data-ecu.xlsx Table A2-3.docx Table A3 5.docx Table A2-4.docx Table A4 7.docx Table A4 6.docx Table A2-5.docx Table A3 4.docx Table A2-7-Full-Adm2.docx Table A2-6.docx Table A2-9-Informal-Adm2.docx Table A2-8-Formal-Adm2.docx Table 3.docx Table A3 1-2.docx Table A2-1.docx figures fig-a3-2b.png fig-11-a.png fig-4b-skills.png fig-a3-3d.png fig-a3-2a.png fig-a3-1.png fig-a2_6_x21..spat_elev__l.png fig-11-b.png fig-a3-3a.png fig-a2_5_indadm2_hhi.png fig-a3-3b.png fig-a3-3c.png fig-a2_7_x21..spat_slope__l.png fig-9.png fig-8.png fig-4c-reg-ind.png fig-a2-10.png fig-a2_2_rate_con.png fig-4a-locfe.png fig-4d-loc-obs.png fig-a2-9.png fig-1.png fig-a2-8.png fig-3.png fig-2.png fig-12.png fig-6.png fig-7.png fig-a2_4_rate_edu_hi.png fig-5.png fig-10.png dispersion_table.html fig-a2_3_rate_edu_sec.png fig-a2_1_rate_agr.png NAMESPACE spat-disp-insight-main.Rproj .positai settings.json DESCRIPTION .github workflows release.yml gh-pages.yml ISSUE_TEMPLATE feature_request.md bug_report.md peer_review.md dependabot.yml renv.lock inst vars.yaml vars-groups.yaml renv activate.R settings.json data raw MLI worldpop mli_m_35_2020_constrained_UNadj.tif mli_m_50_2020_constrained_UNadj.tif mli_f_30_2020_constrained_UNadj.tif mli_f_60_2020_constrained_UNadj.tif mli_f_55_2020_constrained_UNadj.tif mli_m_40_2020_constrained_UNadj.tif mli_m_25_2020_constrained_UNadj.tif mli_f_45_2020_constrained_UNadj.tif mli_f_15_2020_constrained_UNadj.tif mli_f_20_2020_constrained_UNadj.tif mli_f_25_2020_constrained_UNadj.tif mli_f_40_2020_constrained_UNadj.tif mli_m_20_2020_constrained_UNadj.tif mli_m_15_2020_constrained_UNadj.tif mli_m_45_2020_constrained_UNadj.tif mli_f_50_2020_constrained_UNadj.tif mli_f_35_2020_constrained_UNadj.tif mli_m_55_2020_constrained_UNadj.tif mli_m_60_2020_constrained_UNadj.tif mli_m_30_2020_constrained_UNadj.tif spat-disp-insight-data ECU h3-ecu-dta part-0.parquet MLI agrizones _Zones_Agroclimatiques_WGS84.shp _Zones_Agroclimatiques_WGS84.shx _Zones_Agroclimatiques_WGS84.dbf _Zones_Agroclimatiques_WGS84.prj MLI worldpop mli_m_35_2020_constrained_UNadj.tif mli_m_50_2020_constrained_UNadj.tif mli_f_30_2020_constrained_UNadj.tif mli_f_60_2020_constrained_UNadj.tif mli_f_55_2020_constrained_UNadj.tif mli_m_40_2020_constrained_UNadj.tif mli_m_25_2020_constrained_UNadj.tif mli_f_45_2020_constrained_UNadj.tif mli_f_15_2020_constrained_UNadj.tif mli_f_20_2020_constrained_UNadj.tif mli_f_25_2020_constrained_UNadj.tif mli_f_40_2020_constrained_UNadj.tif mli_m_20_2020_constrained_UNadj.tif mli_m_15_2020_constrained_UNadj.tif mli_m_45_2020_constrained_UNadj.tif mli_f_50_2020_constrained_UNadj.tif mli_f_35_2020_constrained_UNadj.tif mli_m_55_2020_constrained_UNadj.tif mli_m_60_2020_constrained_UNadj.tif mli_m_30_2020_constrained_UNadj.tif mli_adm_1m_dnct_2021_shp mli_admbnda_adm2_1m_gov_20211110b.dbf mli_admbnda_adm1_1m_gov_20211110b.prj mli_admbnda_adm1_1m_gov_20211110b.sbn mli_admbnda_adm3_1m_gov_20211110b.shp mli_admbnda_adm3_1m_gov_20211110b.cpg mli_admbnda_adm3_1m_gov_20211110b.shp.xml mli_admbnda_adm3_1m_gov_20211110b.sbx mli_admbnda_adm3_1m_gov_20211110b.shx mli_admbnda_adm2_1m_gov_20211110b.shp.xml mli_admbnda_adm0_1m_gov_20211110b.sbn mli_admbnda_adm0_1m_gov_20211110b.prj mli_admbnda_adm3_1m_gov_20211110b.dbf mli_admbnda_adm2_1m_gov_20211110b.sbx mli_admbnda_adm2_1m_gov_20211110b.shx mli_admbnda_adm2_1m_gov_20211110b.cpg mli_admbnda_adm2_1m_gov_20211110b.shp mli_admbnda_adm1_1m_gov_20211110b.cpg mli_admbnda_adm1_1m_gov_20211110b.shp mli_admbnda_adm1_1m_gov_20211110b.shx mli_admbnda_adm0_1m_gov_20211110b.shp.xml mli_admbnda_adm1_1m_gov_20211110b.sbx mli_admbnda_adm3_1m_gov_20211110b.prj mli_admbnda_adm0_1m_gov_20211110b.dbf mli_admbnda_adm3_1m_gov_20211110b.sbn mli_admbnda_adm0_1m_gov_20211110b.shx mli_admbnda_adm0_1m_gov_20211110b.sbx mli_admbnda_adm0_1m_gov_20211110b.shp mli_admbnda_adm0_1m_gov_20211110b.cpg mli_admbnda_adm2_1m_gov_20211110b.sbn mli_admbnda_adm1_1m_gov_20211110b.shp.xml mli_admbnda_adm1_1m_gov_20211110b.dbf mli_admbnda_adm2_1m_gov_20211110b.prj data_hash_report.csv reproducibility_report_FR_WLD_2026_682.pdf WB-IGO-RIDER.txt LICENSE.txt README.pdf

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