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The collection includes an editors’ introduction and multiple research articles examining how financial access expands, how data can be measured and used, and how information and network dynamics influence borrower outcomes. Topics range from the Global Findex database and socio-economic patterns to studies on collateral, guarantees, and large-scale experimental evidence supporting policy-relevant conclusions.","Pub lic Disclosure Authorized Pub lic Disclosure Authorized Pub lic Disclosure Authorized Pub lic Disclosure Authorized  \n\n| PAPERSAND PROCEEDINGS OF THE |\n| --- |\n| ANNUAL BANK CONFERENCE |\n| ON\u003Cbr> |\n| DEVELOPMENT ECONOMICS |\n\nSupplement to THE WORLD BANK ECONOMIC REVIEW  \nFinancial Inclusion and Borrower Data 2016 Annual Bank Conference on Development Economics“Data and Development Economics”June 20-21, 2016 Washington D.C.  \nSupplement Articles  \nEditors’ Introduction  \nFinance, Financial Inclusion, and Borrower Data  \nThe Global Findex Database 2017: Measuring Financial Inclusion and Opportunities to Expand Access  \nto and Use of Financial Services  \nAsli Demirguc-Kunt, Leora Klapper, Dorothe Singer, Saniya Ansar, and Jake Hess Purchase Patterns, Socioeconomic Status, and Political Inclination Xiaowen Dong, Eaman Jahani, Alfredo J. Morales, Burçin Bozkaya, Bruno Lepri, and Alex ‘Sandy’ Pentland The Impact of Information Sharing on the Use of Collateral versus Guarantees Ralph De Haas and Matteo Millone  \nHealth Information, Disease Propagation, and Large-Scale RCT  \nLinguistic Fractionalization and Health Information in Sub-Saharan Africa  \nJoseph Flavian Gomes  \nPredicting Dynamic Patterns of Short-Term Movement  \nSveta Milusheva  \nRepresentativity and Networked Interference in Data-Rich Field Experiments: A Large-Scale RCT in Rural Mexico  \nAlejandro Noriega and Alex Pentland  \nDevelopment and Decentralization: Linguistic, Ethnic Diversity, and Genes  \nMeasuring Regional Ethnolinguistic Diversity in Sub-Saharan Africa: Surveys vs. GIS Boris Gershman and Diego Rivera  \nGeography, Climate, and Genes in Development Studies  \nRobert Klitgaard, Johannes W. Fedderke, and Valerio Napolioni  \nPublic Investment Choices by Local and Central Governments  \nKatrina Kosec and Tewodaj Mogues  \nEconomic Transformation, Training and Managerial Skills  \nEconomic Transformation in Africa from the Bottom Up: New Evidence from Tanzania Xinshen Diao, Josaphat Kweka, Margaret McMillan, and Zara Qureshi  \nIs There a Cost-Effective Means of Training Microenterprises?  \nWyatt Brooks, Kevin Donovan, and Terence R. Johnson  \nMedium-Run Impacts of Management Training in Garment Clusters Yuki Higuchi, Edwin Paul Mhede, Vu Hoang Nam, and Tetsushi Sonobe  \nData for Development  \nIs Informal Redistribution Costly? Evidence from a Lab-in-the-field Experiment in Senegal Marie Boltz, Karine Marazyan, and Paola Villar  \nComparing Costs of Living across World Cities  \nShohei Nakamura, Rawaa Harati, Somik V. Lall, Yuri M. Dikhanov, Nada Hamadeh, William Vigil Oliver, Marko  \nOlavi Rissanen, and Mizuki Yamanaka  \nThe ABCDE of Big Data: Assessing Biases in Call-detail records for Development Estimates Gabriel Pestre, Emmanuel Letouzé, and Emilio Zagheni Understanding Nonresponse Rates: Insights from 600,000 Opinion Surveys Germán Reyes  \nEditors Kaushik Basu and Andrew Foster  \nDownloaded from [https://academic.oup.com/wber/issue/34/Supplement_1](https://academic.oup.com/wber/issue/34/Supplement_1) by guest on 23 June 2021  \nTHE WORLD BANK ECONOMIC REVIEW  \nEDITORS  \nEric Edmonds, Dartmouth College  \nNina Pavcnik, Dartmouth College  \nCO-EDITORS  \nFrancisco H. G. Ferreira, World Bank  \nKarla Hoff, World Bank  \nLeora Klapper, World Bank  \nAart C. Kraay, World Bank  \nDavid J. McKenzie, World Bank  \nLuis Servén, World Bank  \nThe editorial team would like to thank former editor Andrew Foster for partially overseeing the review process of some of the articles in this issue.  \nASSISTANT TO THE EDITOR  \nMarja Kuiper  \nEDITORIAL BOARD  \nLori Beaman, Northwestern University, USA Haroon Bhorat, University of Cape Town,  \nSouth Africa  \nNicholas Bloom, Stanford University, USA Asli Demirgüç-Kunt, World Bank Ashwini Deshpande, Delhi University, India Pascaline Dupas, Stanford University, USA Eduardo Engel, University of Chile, Chile  \nClaudio Ferraz, Pontifícia Universidade Católica do Rio de Janeiro (PUC-Rio), Brazil Frederico Finan, University of California,  \nBerkeley, ","cbCailK1c6q8cPqK","https://ap.wps.com/l/cbCailK1c6q8cPqK","pdf",5732453,1,106,"English","en",105,"# Supplement Articles\n## Editors’ Introduction\n## Finance, Financial Inclusion, and Borrower Data\n## The Global Findex Database 2017: Measuring Financial Inclusion\n## Purchase Patterns, Socioeconomic Status, and Political Inclination\n## The Impact of Information Sharing on the Use of Collateral versus Guarantees\n## Health Information, Disease Propagation, and Large-Scale RCT\n## Data for Development\n## The ABCDE of Big Data: Assessing Biases in Call-detail records for Development Estimates","[{\"question\":\"What is the document’s main theme?\",\"answer\":\"The supplement focuses on financial inclusion and borrower data in the context of development economics research presented at the 2016 Annual Bank Conference.\"},{\"question\":\"What key resources or data sources are highlighted?\",\"answer\":\"The Global Findex database is featured, with emphasis on measuring financial inclusion and identifying opportunities to expand access and usage of financial services.\"},{\"question\":\"What types of research topics are included beyond financial inclusion metrics?\",\"answer\":\"The supplement covers how information sharing, collateral versus guarantees, health 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