Reproducibility package for The Global Findex 2025: Financial Inclusion And Connectivity And In The Digital Economy

2025

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Reference ID

FR_WLD_2025_361

DOI

https://doi.org/10.60572/rvnp-6q76

Author(s)

Alexandra Norris, Leora Klapper, Dorothe Singer, Laura Starita

Collections

Flagships and Reports

Metadata

JSON

Created on

Jun 30, 2025

Last modified

Jul 21, 2025

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README for the reproducibility package for The Global Findex 2025: Financial Inclusion And Connectivity And In The Digital Economy

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Reproducibility verification for the reproducibility package for The Global Findex 2025: Financial Inclusion And Connectivity And In The Digital Economy

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Reproducibility package for The Global Findex 2025: Financial Inclusion And Connectivity And In The Digital Economy

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Zip preview	FR_WLD_2025_361 Reproducibility package Code .Rproj.user 090F12C7 pcs debug-breakpoints.pper files-pane.pper source-pane.pper windowlayoutstate.pper workbench-pane.pper persistent-state rmd-outputs saved_source_markers sources per t 0F0EBB16 0F0EBB16-contents 12154E11 12154E11-contents 21285337 21285337-contents 3183DF25 3183DF25-contents 4570295D 4570295D-contents 48746F7D 48746F7D-contents 64BA1F25 64BA1F25-contents B2E88C74 B2E88C74-contents D83B3BB0 D83B3BB0-contents prop 045A0B4C 28F78E30 32AB7FA0 34F26A85 3939426F 47AA5FF2 4BBED192 5014695F 5E980120 683B6BE4 684FAB4B 8608F276 900DC0B1 A1B8BB55 DAA42893 E93DA7F6 INDEX shared notebooks 54F3E998-Execution_file 1 090F12C72e85a335 chunks.json 090F12C7c25a400f chunks.json s chunks.json paths Cleaning Added_Regions.R AD_14_17_21_22.R AD_2024.R Connectivity_Questionnaire.R Constructed_Variables.R core_variables_gwp.R Exclusions_allyears.R Findex_Questionnaire.R Identifiers.R ID_Questionnaire.R Interyear_AD.R Prereg_Masterdata_2024.R Prereg_Masterdata_2024_fpc.R Time_Series_Variables.R TS_Summary.R Execution_file.Rmd Figures Account Use (SP3) figure_3_3_14.R figure_3_3_18.R S.3.4.R S3.3.1.R Accounts (2.1) figure_2_1_1.R figure_2_1_2.R figure_2_1_3.R figure_2_1_4.R figure_2_1_5.R figure_2_1_6.R figure_2_1_7.R figure_2_1_8.R figure_2_1_9.R Borrowing (3.2) 3.2.1.R 3.2.2.R 3.2.3.R 3.2.4.R 3.2.5.R 3.2.6.R Connectivity (1) figure_1_1_1.R figure_1_1_2_a.R figure_1_1_2_b.R figure_1_1_2_c.R figure_1_1_2_d.R figure_1_1_2_e.R figure_1_1_3.R figure_1_1_4.R figure_1_1_5.R figure_1_1_6.R figure_1_1_7.R figure_1_1_b_2.R figure_1_2_1.R figure_1_2_2.R figure_1_2_3.R figure_1_2_4.R figure_1_2_5.R figure_1_2_6.R figure_1_2_7.R figure_1_2_8.R figure_1_3_1.R figure_1_3_2.R figure_1_3_3.R Executive Summary figure_0_1.R figure_0_2.R figure_0_3_a.R figure_0_3_b.R figure_0_4.R figure_0_5.R figure_0_6.R figure_0_7.R figure_0_8.R Financial Health (4) 2120_int_rem.R figure_4_1_1.R figure_4_1_2.R figure_4_1_3.R figure_4_1_4.R figure_4_1_5.R figure_4_2_1.R figure_4_2_2.R figure_4_2_3.R figure_4_2_4_a.R figure_4_2_4_b.R figure_4_2_5.R figure_4_2_6_a.R figure_4_2_6_b.R figure_4_2_7.R figure_4_2_8.R figure_4_3_1.R figure_4_3_2.R figure_4_3_4.R figure_4_3_5.R figure_4_3_6.R figure_sp_1.R figure_sp_2.R figure_sp_3.R ID (SP1) figure_S1.1.1.R figure_S1.1.2.R figure_S1.1.3.R figure_S1.1.4.R figure_S1.1.5.R Maps map_data_generation.R Natural Disasters (SP2) S1.4.3b.R S4.1.1ab.R S4.1.1cd.R S4.1.2a.R S4.1.2b.R S4.1.3a.R S4.1.4.R S4.1.5.R Payments (3.3) figure_3_3_1.R figure_3_3_10.R figure_3_3_11.R figure_3_3_12.R figure_3_3_12_AG.R figure_3_3_13.R figure_3_3_14.R figure_3_3_15.R figure_3_3_16.R figure_3_3_17.R figure_3_3_18.R figure_3_3_19.R figure_3_3_2.R figure_3_3_3.R figure_3_3_4.R figure_3_3_5.R figure_3_3_6.R figure_3_3_7.R figure_3_3_8.R figure_3_3_8_2.R figure_3_3_9.R Savings (3.1) 3.1.1.R 3.1.2.R 3.1.3.R 3.1.4.R 3.1.5.R 3.1.6.R 3.1.7.R 3.1.8.R Unbanked (2.2) 2.2.2ab.R 2.2.3.R 2.2.4.R 2.2.5.R 2.2.6.R 2.2.7.R renv.lock data_hash_report.csv For DIME.Rproj LICENSE.txt Outputs Big Data figures 2.2.6_v1.png 2.2.6_v2.png 3.3.14_v1.png 3.3.14_v2.png 3.3.17_v1.png 3.3.17_v2.png big data figures 2.2.6_v1.png 2.2.6_v2.png 3.3.14_v1.png 3.3.14_v2.png 3.3.17_v1.png 3.3.17_v2.png S3.4.v1.png S3.4.v2.png big data figures.zip Run1 2.2.2a.png 2.2.2b.png 2.2.3.png 2.2.4.png 2.2.5.png 2.2.6.png 2.2.7.png Run2 2.2.2a.png 2.2.2b.png 2.2.3.png 2.2.4.png 2.2.5.png 2.2.6.png 2.2.7.png S3.4.v1.png S3.4.v2.png unbanked.zip From Alexandra Accounts (2.1) figure_2_1_1.png figure_2_1_2.png figure_2_1_3_a.png figure_2_1_3_b.png figure_2_1_3_c.png figure_2_1_3_d.png figure_2_1_3_e.png figure_2_1_3_f.png figure_2_1_3_g.png figure_2_1_4.png figure_2_1_5.png figure_2_1_6.png figure_2_1_7.png figure_2_1_8.png figure_2_1_9.png Borrowing (3.2) 3.2.1.png 3.2.2.png 3.2.3.png 3.2.4.png 3.2.5.png 3.2.6.png Connectivity (1) 1.1.1_EAP.png 1.1.1_ECA.png 1.1.1_HI_1.png 1.1.1_HI_2.png 1.1.1_LAC.png 1.1.1_MENA.png 1.1.1_SA.png 1.1.1_SSA.png 1.1.2a.png 1.1.2b.png 1.1.2e.png 1.1.3.png 1.1.4.png 1.1.6a.png 1.1.6b.png 1.2.1.png 1.2.2.png 1.2.3.png 1.2.7a_LAC.png 1.2.7b_MENA.png 1.2.7c_SA.png 1.2.7d_SSA.png 1.2.8.png Executive Summary figure_0_1.png figure_0_2.png figure_0_3_a.png figure_0_3_b.png figure_0_4.png figure_0_5.png figure_0_6.png figure_0_7.png figure_0_8.png Financial Health (4) 4.1.1.png 4.1.2.png 4.1.3.png 4.1.4.png 4.1.5.png 4.2.1.png 4.2.2a.png 4.2.2b.png 4.2.2c.png 4.2.2d.png 4.2.2e.png 4.2.2f.png 4.2.3.png 4.2.5.png 4.2.6.png 4.2.7.png 4.2.8.png 4.3.1.png 4.3.2.png 4.3.3.png 4.3.4.png 4.3.5.png ID (SP1) S1.1.1.2b.png S1.1.1.png S1.1.2.png S1.1.4.png S1.1.5.png Natural Disasters (SP2) figure_sp2.1a.png figure_sp2.1b.png figure_sp2.1c.png figure_sp2.1d.png figure_sp2.2a.png figure_sp2.2b.png figure_sp2.4.png figure_sp2.5(1).png figure_sp2.5.png figure_sp_2.3a.png figure_sp_2.3b.png Payments (3.3) 3.3.1.png 3.3.10.png 3.3.11.png 3.3.12.png 3.3.13.png 3.3.14.png 3.3.15_updated.png 3.3.16.png 3.3.17.png 3.3.18.png 3.3.19.png 3.3.2.png 3.3.3.png 3.3.4.png 3.3.5.png 3.3.6.png 3.3.7.png 3.3.8-2.png 3.3.8.png 3.3.9.png Savings (3.1) figure_3_1_1.png figure_3_1_2.png figure_3_1_3.png figure_3_1_4.png figure_3_1_5.png figure_3_1_6.png figure_3_1_7.png figure_3_1_8.png Unbanked (2.2) 2.2.2a.png 2.2.2b.png 2.2.3.png 2.2.4.png 2.2.5.png 2.2.6.png 2.2.7.png Generated Figures Account Use (SP3) 3.3.18.eps 3.3.18.png S3.3.1.png Accounts (2.1) figure_2_1_2.eps figure_2_1_3_a.png figure_2_1_3_b.png figure_2_1_3_c.png figure_2_1_3_d.png figure_2_1_3_e.png figure_2_1_3_f.png figure_2_1_3_g.png figure_2_1_4.png figure_2_1_5.png figure_2_1_6.png figure_2_1_7.png figure_2_1_8.png figure_2_1_9.png Borrowing (3.2) 3.2.1.png 3.2.2.png 3.2.3.png 3.2.6.png Connectivity (1) 1.1.1_EAP.png 1.1.1_ECA.png 1.1.1_HI_1.png 1.1.1_HI_2.png 1.1.1_LAC.png 1.1.1_MENA.png 1.1.1_SA.png 1.1.1_SSA.png 1.1.3.eps 1.1.3.png 1.1.4.eps 1.1.4.png 1.2.7a.png 1.2.7b.png 1.2.7c.png 1.2.7d.png 4301_challenge_noID.png 5104_phone_freq_SSA.png 5106_noSim_gender_region.png 5111_text_SR_AU.png 5301_internet_use.png 5301_SA_read_diff_gender.png 5302_internet_diff_gender_region.png 5403_phone_scam.png int_data_freq.png int_gap_gender_income.png noPhone_any_main_reasons_SA.png noPhone_any_main_reasons_SSA.png phonetype_age.png phonetype_employment.png phonetype_gender.png phonetype_income.png phonetype_urbanicity.png phone_password.png phone_rules_regions.png Connectivity (1).zip Executive Summary figure_0_1.png figure_0_2.png figure_0_3a.png figure_0_3b.png figure_0_4.png figure_0_5.png figure_0_6.png figure_0_7.png figure_0_8.png Financial Health (4) 1304_MM_sent_wrong.png 2120_int_rem.png 2202_savings_old_age.png 3101_worry.png 3101_worry_SSA.png 3102_waterfall_income_gender.png 3102_waterfall_LMIC.png 3102_waterfall_world1.png 3102_waterfall_world2.png 3102_waterfall_world3.png 3102_waterfall_world4.png 3102_waterfall_world5.png 3102_waterfall_world6.png 3106_climate.png 3107_borrow_climate_last.png 4.1.3.png 4.1.4.eps 4.1.4.png 4.2.3.eps 4.2.3.png 4.3.1.png 4.3.6.png 5402_MM_password.png balance_info.png disaster_exposure_combined.png emergency_money_sd_nd.png lost_fin_access.png source_of_funds_income.png source_of_funds_income_SD_ND.png source_of_funds_SSA.png source_of_funds_SSA_SD_ND.png ID (SP1) id_reg.png S1.1.1.2.png S1.1.1.3.png S1.1.4.png S1.1.5.png Natural Disasters (SP2) 3.1.3.png 3.1.8.png figure_sp2.1a.png figure_sp2.1b.png figure_sp2.1c.png figure_sp2.1d.png figure_sp2.2a.png figure_sp2.2b.png figure_sp_2.3a.png S4.1.3b.png S4.1.4.png Payments (3.3) 3.3.12.eps 3.3.12_ag.png 3.3.16.eps 3.3.16.png 3.3.2.eps 3.3.2.png 3.3.4.eps 3.3.4.png 3.3.5.eps 3.3.5.png 3.3.8-2.eps 3.3.8-2.png 3.3.8.png 3.3.9.eps 3.3.9.png Savings (3.1) 3.1.1.png 3.1.2.png 3.1.3.4.png 3.1.3.png 3.1.4.png 3.1.5.png 3.1.6.png 3.1.8.png Generated Figures.zip Report Draft [EMBARGOED until July 21st] 2.2_Expanding Account Access_copyedited_MH_May 26_TRACKED.pdf 212204_Chapter 1.1_P1 (GL May 27)_aurev.pdf 212204_Chapter 1.2_P1 (GL May 27)_aurev.pdf 212204_Chapter 1.3_P1 (GL May 27)_aurev.pdf 212204_Chapter 2.1_P1rev (GL May 25).pdf 212204_Chapter 2.2_P1rev (GL Jun 2).pdf 212204_Chapter 3.1_P1rev (GL May 25).pdf 212204_Chapter 3.2_P1rev (GL Jun 2).pdf 212204_Chapter 4.1_P1rev (GL Jun 9)_aurev.pdf 212204_Chapter 4.2_P1rev (GL Jun 9)_aurev.pdf 212204_Chapter 4.3_P1rev (GL Jun 9)_aurev.pdf 212204_Spotlight 4.1_P1rev (GL Jun 29)_SP_aurev.pdf 3.3_Payments copyedited_MH_June 25_SP_TRACKED.pdf Findex 2025 Executive Summary copyedited_MH_June29_TRACKED.pdf Spotlight 1.1_copyedited_MH_June12_CLEAN_realidapproved.docx Spotlight 3.1_Account Use.docx README.pdf renv.lock reproducibility_report_FR_WLD_2025_361.pdf

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