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Poverty Mapping: Innovative Approaches to Creating Poverty Maps with New Data Sources

Contents Show the list of contents Show the list of contents
  • Abbreviations
  • Acknowledgments
  • Introduction
  • Chapter 1 | Survey and Census Data
    • Definition
    • Data Sources
    • Methods
    • Applicability Considerations
  • Chapter 2 | Survey of Well-being via Instant and Frequent Tracking Data
    • Definition
    • Data Sources
    • Methods
    • Applicability Considerations
    • Example: Estimating Poverty Rates in Uganda Using SWIFT
  • Chapter 3 | Global System for Mobile Communications, Smartphone, and Wi-Fi Connectivity Data
    • Definition
    • Data Sources
    • Methods
    • Applicability Considerations
    • Examples
  • Chapter 4 | Call Detail Record Data
    • Definition
    • Data Sources
    • Methods
    • Applicability Considerations
    • Examples
  • Chapter 5 | Daytime and Nighttime Remote Sensing Imagery Data
    • Definition
    • Data Sources
    • Methods
    • Applicability Considerations
    • Examples
  • Conclusions and Suggestions
  • Bibliography

Abbreviations

CDR call detail record

CNN convolutional neural network

DHS Demographic and Health Surveys

ELL Elbers, Lanjouw, and Lanjouw method

G generation (for internet connectivity; 2G, 3G, and 4G)

LSMS Living Standards Measurement Study

OLS ordinary least square

SWIFT Survey of Well-being via Instant and Frequent Tracking

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