Analysis of Poverty Data by Small Area Estimation

Analysis of Poverty Data by Small Area Estimation
Author: Monica Pratesi
Publisher: John Wiley & Sons
Total Pages: 485
Release: 2016-02-23
Genre: Mathematics
ISBN: 1118815017

A comprehensive guide to implementing SAE methods for poverty studies and poverty mapping There is an increasingly urgent demand for poverty and living conditions data, in relation to local areas and/or subpopulations. Policy makers and stakeholders need indicators and maps of poverty and living conditions in order to formulate and implement policies, (re)distribute resources, and measure the effect of local policy actions. Small Area Estimation (SAE) plays a crucial role in producing statistically sound estimates for poverty mapping. This book offers a comprehensive source of information regarding the use of SAE methods adapted to these distinctive features of poverty data derived from surveys and administrative archives. The book covers the definition of poverty indicators, data collection and integration methods, the impact of sampling design, weighting and variance estimation, the issue of SAE modelling and robustness, the spatio-temporal modelling of poverty, and the SAE of the distribution function of income and inequalities. Examples of data analyses and applications are provided, and the book is supported by a website describing scripts written in SAS or R software, which accompany the majority of the presented methods. Key features: Presents a comprehensive review of SAE methods for poverty mapping Demonstrates the applications of SAE methods using real-life case studies Offers guidance on the use of routines and choice of websites from which to download them Analysis of Poverty Data by Small Area Estimation offers an introduction to advanced techniques from both a practical and a methodological perspective, and will prove an invaluable resource for researchers actively engaged in organizing, managing and conducting studies on poverty.

Introduction to Small Area Estimation Techniques

Introduction to Small Area Estimation Techniques
Author: Asian Development Bank
Publisher: Asian Development Bank
Total Pages: 152
Release: 2020-05-01
Genre: Business & Economics
ISBN: 9292622234

This guide to small area estimation aims to help users compile more reliable granular or disaggregated data in cost-effective ways. It explains small area estimation techniques with examples of how the easily accessible R analytical platform can be used to implement them, particularly to estimate indicators on poverty, employment, and health outcomes. The guide is intended for staff of national statistics offices and for other development practitioners. It aims to help them to develop and implement targeted socioeconomic policies to ensure that the vulnerable segments of societies are not left behind, and to monitor progress toward the Sustainable Development Goals.

Handbook on Poverty + Inequality

Handbook on Poverty + Inequality
Author: Jonathan Haughton
Publisher: World Bank Publications
Total Pages: 446
Release: 2009-03-27
Genre: Business & Economics
ISBN: 0821376144

For anyone wanting to learn, in practical terms, how to measure, describe, monitor, evaluate, and analyze poverty, this Handbook is the place to start. It is designed to be accessible to people with a university-level background in science or the social sciences. It is an invaluable tool for policy analysts, researchers, college students, and government officials working on policy issues related to poverty and inequality.

Poverty and Social Exclusion

Poverty and Social Exclusion
Author: Gianni Betti
Publisher: Routledge
Total Pages: 367
Release: 2013-07-18
Genre: Business & Economics
ISBN: 1136196293

Poverty and inequality remain at the top of the global economic agenda, and the methodology of measuring poverty continues to be a key area of research. This new book, from a leading international group of scholars, offers an up to date and innovative survey of new methods for estimating poverty at the local level, as well as the most recent multidimensional methods of the dynamics of poverty. It is argued here that measures of poverty and inequality are most useful to policy-makers and researchers when they are finely disaggregated into small geographic units. Poverty and Social Exclusion: New Methods of Analysis is the first attempt to compile the most recent research results on local estimates of multidimensional deprivation. The methods offered here take both traditional and multidimensional approaches, with a focus on using the methodology for the construction of time-related measures of deprivation at the individual and aggregated levels. In analysis of persistence over time, the book also explores whether the level of deprivation is defined in terms of relative inequality in society, or in relation to some supposedly absolute standard. This book is of particular importance as the continuing international economic and financial crisis has led to the impoverishment of segments of population as a result of unemployment, bankruptcy, and difficulties in obtaining credit. The volume will therefore be of interest to all those working on economic, econometric and statistical methods and empirical analyses in the areas of poverty, social exclusion and income inequality.

Spatial Microsimulation: A Reference Guide for Users

Spatial Microsimulation: A Reference Guide for Users
Author: Robert Tanton
Publisher: Springer Science & Business Media
Total Pages: 272
Release: 2012-11-13
Genre: Social Science
ISBN: 9400746237

This book is a practical guide on how to design, create and validate a spatial microsimulation model. These models are becoming more popular as academics and policy makers recognise the value of place in research and policy making. Recent spatial microsimulation models have been used to analyse health and social disadvantage for small areas; and to look at the effect of policy change for small areas. This provides a powerful analysis tool for researchers and policy makers. This book covers preparing the data for spatial microsimulation; a number of methods for both static and dynamic spatial microsimulation models; validation of the models to ensure the outputs are reasonable; and the future of spatial microsimulation. The book will be an essential handbook for any researcher or policy maker looking to design and create a spatial microsimulation model. This book will also be useful to those policy makers who are commissioning a spatial microsimulation model, or looking to commission work using a spatial microsimulation model, as it provides information on the different methods in a non-technical way.

A Roadmap to Reducing Child Poverty

A Roadmap to Reducing Child Poverty
Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
Total Pages: 619
Release: 2019-09-16
Genre: Social Science
ISBN: 0309483980

The strengths and abilities children develop from infancy through adolescence are crucial for their physical, emotional, and cognitive growth, which in turn help them to achieve success in school and to become responsible, economically self-sufficient, and healthy adults. Capable, responsible, and healthy adults are clearly the foundation of a well-functioning and prosperous society, yet America's future is not as secure as it could be because millions of American children live in families with incomes below the poverty line. A wealth of evidence suggests that a lack of adequate economic resources for families with children compromises these children's ability to grow and achieve adult success, hurting them and the broader society. A Roadmap to Reducing Child Poverty reviews the research on linkages between child poverty and child well-being, and analyzes the poverty-reducing effects of major assistance programs directed at children and families. This report also provides policy and program recommendations for reducing the number of children living in poverty in the United States by half within 10 years.

Rural poverty analysis

Rural poverty analysis
Author: Food and Agriculture Organization of the United Nations
Publisher: Food & Agriculture Org.
Total Pages: 184
Release: 2021-10-26
Genre: Social Science
ISBN: 9251349681

Reducing rural poverty is a key objective of FAO. To achieve this goal, the Organization must reach the poor and the extremely poor in rural areas, analysing their needs and aspirations and providing effective guidance for the design of policies and investments that foster inclusive and sustainable development. This guide was developed to strengthen the Organization’s work on rural poverty reduction and inclusivity over the coming years. It provides key information to measure poverty, characterize rural populations, and identify their constraints to target them more accurately. The guide includes five chapters. Chapter 1 explains the structure, content, and use of the guide, as well as its intended users and objectives. Chapter 2 discusses how poverty is measured, focusing on the different indicators that can be used, depending on the context, specific circumstances, data availability and policy objectives. Chapter 3 provides guidance on how to build a poverty profile and produce poverty maps to understand who the poor are and where they are located. Chapter 4 focuses on the targeting process, on various targeting techniques and on how to choose one over another to ensure that programmes and projects effectively combat poverty, particularly in rural areas. Finally, Chapter 5 sets the next steps for the development of further analytical guides. The various chapters provide an overview of both widely used and emerging techniques in poverty analysis, focusing on quantitative methods, and giving constant attention to FAO’s areas of work and the challenges posed by operating in rural areas.

Poverty and Exclusion in the Western Balkans

Poverty and Exclusion in the Western Balkans
Author: Caterina Ruggeri Laderchi
Publisher: Springer Science & Business Media
Total Pages: 301
Release: 2013-02-12
Genre: Business & Economics
ISBN: 1461449456

​This book maps the latest developments in the policy relevant analysis on poverty, inclusion and the social agenda in the Western Balkans. It does so by presenting a selection of recent papers which explore from a methodological and analytical point of view how the inclusion agenda can be monitored and adapted to understand the challenges in the region. The volume includes an overview and four sections, covering respectively: (1) innovations in terms of measurement of poverty and inclusion in the region (the concept of inclusion as elaborated at the EU level, innovations in survey design to suit the measurement of inclusion, methodological insights from qualitative work); (2) innovative country level analysis (updating poverty mapping in inter-censual years, the analysis of material deprivation, the analysis of determinants of social inclusion, subjective wellbeing of public work programs participants); (3) examples of country level analysis of drivers of exclusion (barriers to formalization in the labour market, gender disparities in the labour market, disruption in social networks following urbanizations, attitudes towards multi-ethnic states); (4) building inclusive safety nets (an assessment of safety nets in the region, the political economy of welfare reform, micro-simulations of social assistance reform, the adoption of better tools to improve targeting performance). The chapters combine sophisticated techniques which are at the frontiers of poverty analysis (small area estimation, efficiency analysis applied to household welfare, micro-simulations) with less ground-breaking papers which take advantage of innovative datasets or perspectives deeply grounded in the policy dialogue in the countries of the region. By providing a wide spectrum of innovative and policy relevant analytical contributions this book will be of broader interest than for observers of the region. ​