Author: Paul J. Gertler
Publisher: World Bank Publications
ISBN: 1464807809
Category : Business & Economics
Languages : en
Pages : 444
Book Description
The second edition of the Impact Evaluation in Practice handbook is a comprehensive and accessible introduction to impact evaluation for policy makers and development practitioners. First published in 2011, it has been used widely across the development and academic communities. The book incorporates real-world examples to present practical guidelines for designing and implementing impact evaluations. Readers will gain an understanding of impact evaluations and the best ways to use them to design evidence-based policies and programs. The updated version covers the newest techniques for evaluating programs and includes state-of-the-art implementation advice, as well as an expanded set of examples and case studies that draw on recent development challenges. It also includes new material on research ethics and partnerships to conduct impact evaluation. The handbook is divided into four sections: Part One discusses what to evaluate and why; Part Two presents the main impact evaluation methods; Part Three addresses how to manage impact evaluations; Part Four reviews impact evaluation sampling and data collection. Case studies illustrate different applications of impact evaluations. The book links to complementary instructional material available online, including an applied case as well as questions and answers. The updated second edition will be a valuable resource for the international development community, universities, and policy makers looking to build better evidence around what works in development.
Impact Evaluation in Practice, Second Edition
Author: Paul J. Gertler
Publisher: World Bank Publications
ISBN: 1464807809
Category : Business & Economics
Languages : en
Pages : 444
Book Description
The second edition of the Impact Evaluation in Practice handbook is a comprehensive and accessible introduction to impact evaluation for policy makers and development practitioners. First published in 2011, it has been used widely across the development and academic communities. The book incorporates real-world examples to present practical guidelines for designing and implementing impact evaluations. Readers will gain an understanding of impact evaluations and the best ways to use them to design evidence-based policies and programs. The updated version covers the newest techniques for evaluating programs and includes state-of-the-art implementation advice, as well as an expanded set of examples and case studies that draw on recent development challenges. It also includes new material on research ethics and partnerships to conduct impact evaluation. The handbook is divided into four sections: Part One discusses what to evaluate and why; Part Two presents the main impact evaluation methods; Part Three addresses how to manage impact evaluations; Part Four reviews impact evaluation sampling and data collection. Case studies illustrate different applications of impact evaluations. The book links to complementary instructional material available online, including an applied case as well as questions and answers. The updated second edition will be a valuable resource for the international development community, universities, and policy makers looking to build better evidence around what works in development.
Publisher: World Bank Publications
ISBN: 1464807809
Category : Business & Economics
Languages : en
Pages : 444
Book Description
The second edition of the Impact Evaluation in Practice handbook is a comprehensive and accessible introduction to impact evaluation for policy makers and development practitioners. First published in 2011, it has been used widely across the development and academic communities. The book incorporates real-world examples to present practical guidelines for designing and implementing impact evaluations. Readers will gain an understanding of impact evaluations and the best ways to use them to design evidence-based policies and programs. The updated version covers the newest techniques for evaluating programs and includes state-of-the-art implementation advice, as well as an expanded set of examples and case studies that draw on recent development challenges. It also includes new material on research ethics and partnerships to conduct impact evaluation. The handbook is divided into four sections: Part One discusses what to evaluate and why; Part Two presents the main impact evaluation methods; Part Three addresses how to manage impact evaluations; Part Four reviews impact evaluation sampling and data collection. Case studies illustrate different applications of impact evaluations. The book links to complementary instructional material available online, including an applied case as well as questions and answers. The updated second edition will be a valuable resource for the international development community, universities, and policy makers looking to build better evidence around what works in development.
Impact Evaluation in Practice
Author: Sebastian Martinez
Publisher: World Bank Publications
ISBN: 0821385410
Category : Business & Economics
Languages : en
Pages : 266
Book Description
This handbook provide a non-technical introduction to impact evaluations, including ?Why Evaluate? in Chapter 1, ?How to Evaluate? in Chapter 2 and ?How to Implement Impact Evaluations? in Chapter 3. These elements are the basic ?tools? needed in order to successfully carry out an impact evaluation.
Publisher: World Bank Publications
ISBN: 0821385410
Category : Business & Economics
Languages : en
Pages : 266
Book Description
This handbook provide a non-technical introduction to impact evaluations, including ?Why Evaluate? in Chapter 1, ?How to Evaluate? in Chapter 2 and ?How to Implement Impact Evaluations? in Chapter 3. These elements are the basic ?tools? needed in order to successfully carry out an impact evaluation.
Handbook on Impact Evaluation
Author: Shahidur R. Khandker
Publisher: World Bank Publications
ISBN: 082138029X
Category : Business & Economics
Languages : en
Pages : 262
Book Description
Public programs are designed to reach certain goals and beneficiaries. Methods to understand whether such programs actually work, as well as the level and nature of impacts on intended beneficiaries, are main themes of this book.
Publisher: World Bank Publications
ISBN: 082138029X
Category : Business & Economics
Languages : en
Pages : 262
Book Description
Public programs are designed to reach certain goals and beneficiaries. Methods to understand whether such programs actually work, as well as the level and nature of impacts on intended beneficiaries, are main themes of this book.
The Road to Results
Author: Linda G. Morra-Imas
Publisher: World Bank Publications
ISBN: 0821379119
Category : Business & Economics
Languages : en
Pages : 611
Book Description
'The Road to Results: Designing and Conducting Effective Development Evaluations' presents concepts and procedures for evaluation in a development context. It provides procedures and examples on how to set up a monitoring and evaluation system, how to conduct participatory evaluations and do social mapping, and how to construct a "rigorous" quasi-experimental design to answer an impact question. The text begins with the context of development evaluation and how it arrived where it is today. It then discusses current issues driving development evaluation, such as the Millennium Development Goals and the move from simple project evaluations to the broader understandings of complex evaluations. The topics of implementing 'Results-based Measurement and Evaluation' and constructing a 'Theory of Change' are emphasized throughout the text. Next, the authors take the reader down 'the road to results, ' presenting procedures for evaluating projects, programs, and policies by using a 'Design Matrix' to help map the process. This road includes: determining the overall approach, formulating questions, selecting designs, developing data collection instruments, choosing a sampling strategy, and planning data analysis for qualitative, quantitative, and mixed method evaluations. The book also includes discussions on conducting complex evaluations, how to manage evaluations, how to present results, and ethical behavior--including principles, standards, and guidelines. The final chapter discusses the future of development evaluation. This comprehensive text is an essential tool for those involved in development evaluation.
Publisher: World Bank Publications
ISBN: 0821379119
Category : Business & Economics
Languages : en
Pages : 611
Book Description
'The Road to Results: Designing and Conducting Effective Development Evaluations' presents concepts and procedures for evaluation in a development context. It provides procedures and examples on how to set up a monitoring and evaluation system, how to conduct participatory evaluations and do social mapping, and how to construct a "rigorous" quasi-experimental design to answer an impact question. The text begins with the context of development evaluation and how it arrived where it is today. It then discusses current issues driving development evaluation, such as the Millennium Development Goals and the move from simple project evaluations to the broader understandings of complex evaluations. The topics of implementing 'Results-based Measurement and Evaluation' and constructing a 'Theory of Change' are emphasized throughout the text. Next, the authors take the reader down 'the road to results, ' presenting procedures for evaluating projects, programs, and policies by using a 'Design Matrix' to help map the process. This road includes: determining the overall approach, formulating questions, selecting designs, developing data collection instruments, choosing a sampling strategy, and planning data analysis for qualitative, quantitative, and mixed method evaluations. The book also includes discussions on conducting complex evaluations, how to manage evaluations, how to present results, and ethical behavior--including principles, standards, and guidelines. The final chapter discusses the future of development evaluation. This comprehensive text is an essential tool for those involved in development evaluation.
Development Research in Practice
Author: Kristoffer Bjärkefur
Publisher: World Bank Publications
ISBN: 1464816956
Category : Business & Economics
Languages : en
Pages : 388
Book Description
Development Research in Practice leads the reader through a complete empirical research project, providing links to continuously updated resources on the DIME Wiki as well as illustrative examples from the Demand for Safe Spaces study. The handbook is intended to train users of development data how to handle data effectively, efficiently, and ethically. “In the DIME Analytics Data Handbook, the DIME team has produced an extraordinary public good: a detailed, comprehensive, yet easy-to-read manual for how to manage a data-oriented research project from beginning to end. It offers everything from big-picture guidance on the determinants of high-quality empirical research, to specific practical guidance on how to implement specific workflows—and includes computer code! I think it will prove durably useful to a broad range of researchers in international development and beyond, and I learned new practices that I plan on adopting in my own research group.†? —Marshall Burke, Associate Professor, Department of Earth System Science, and Deputy Director, Center on Food Security and the Environment, Stanford University “Data are the essential ingredient in any research or evaluation project, yet there has been too little attention to standardized practices to ensure high-quality data collection, handling, documentation, and exchange. Development Research in Practice: The DIME Analytics Data Handbook seeks to fill that gap with practical guidance and tools, grounded in ethics and efficiency, for data management at every stage in a research project. This excellent resource sets a new standard for the field and is an essential reference for all empirical researchers.†? —Ruth E. Levine, PhD, CEO, IDinsight “Development Research in Practice: The DIME Analytics Data Handbook is an important resource and a must-read for all development economists, empirical social scientists, and public policy analysts. Based on decades of pioneering work at the World Bank on data collection, measurement, and analysis, the handbook provides valuable tools to allow research teams to more efficiently and transparently manage their work flows—yielding more credible analytical conclusions as a result.†? —Edward Miguel, Oxfam Professor in Environmental and Resource Economics and Faculty Director of the Center for Effective Global Action, University of California, Berkeley “The DIME Analytics Data Handbook is a must-read for any data-driven researcher looking to create credible research outcomes and policy advice. By meticulously describing detailed steps, from project planning via ethical and responsible code and data practices to the publication of research papers and associated replication packages, the DIME handbook makes the complexities of transparent and credible research easier.†? —Lars Vilhuber, Data Editor, American Economic Association, and Executive Director, Labor Dynamics Institute, Cornell University
Publisher: World Bank Publications
ISBN: 1464816956
Category : Business & Economics
Languages : en
Pages : 388
Book Description
Development Research in Practice leads the reader through a complete empirical research project, providing links to continuously updated resources on the DIME Wiki as well as illustrative examples from the Demand for Safe Spaces study. The handbook is intended to train users of development data how to handle data effectively, efficiently, and ethically. “In the DIME Analytics Data Handbook, the DIME team has produced an extraordinary public good: a detailed, comprehensive, yet easy-to-read manual for how to manage a data-oriented research project from beginning to end. It offers everything from big-picture guidance on the determinants of high-quality empirical research, to specific practical guidance on how to implement specific workflows—and includes computer code! I think it will prove durably useful to a broad range of researchers in international development and beyond, and I learned new practices that I plan on adopting in my own research group.†? —Marshall Burke, Associate Professor, Department of Earth System Science, and Deputy Director, Center on Food Security and the Environment, Stanford University “Data are the essential ingredient in any research or evaluation project, yet there has been too little attention to standardized practices to ensure high-quality data collection, handling, documentation, and exchange. Development Research in Practice: The DIME Analytics Data Handbook seeks to fill that gap with practical guidance and tools, grounded in ethics and efficiency, for data management at every stage in a research project. This excellent resource sets a new standard for the field and is an essential reference for all empirical researchers.†? —Ruth E. Levine, PhD, CEO, IDinsight “Development Research in Practice: The DIME Analytics Data Handbook is an important resource and a must-read for all development economists, empirical social scientists, and public policy analysts. Based on decades of pioneering work at the World Bank on data collection, measurement, and analysis, the handbook provides valuable tools to allow research teams to more efficiently and transparently manage their work flows—yielding more credible analytical conclusions as a result.†? —Edward Miguel, Oxfam Professor in Environmental and Resource Economics and Faculty Director of the Center for Effective Global Action, University of California, Berkeley “The DIME Analytics Data Handbook is a must-read for any data-driven researcher looking to create credible research outcomes and policy advice. By meticulously describing detailed steps, from project planning via ethical and responsible code and data practices to the publication of research papers and associated replication packages, the DIME handbook makes the complexities of transparent and credible research easier.†? —Lars Vilhuber, Data Editor, American Economic Association, and Executive Director, Labor Dynamics Institute, Cornell University
Ten Steps to a Results-based Monitoring and Evaluation System
Author: Jody Zall Kusek
Publisher: World Bank Publications
ISBN: 0821382896
Category : Government productivity
Languages : en
Pages : 270
Book Description
An effective state is essential to achieving socio-economic and sustainable development. With the advent of globalization, there are growing pressures on governments and organizations around the world to be more responsive to the demands of internal and external stakeholders for good governance, accountability and transparency, greater development effectiveness, and delivery of tangible results. Governments, parliaments, citizens, the private sector, NGOs, civil society, international organizations and donors are among the stakeholders interested in better performance. As demands for greater accountability and real results have increased, there is an attendant need for enhanced results-based monitoring and evaluation of policies, programs, and projects. This Handbook provides a comprehensive ten-step model that will help guide development practitioners through the process of designing and building a results-based monitoring and evaluation system. These steps begin with a OC Readiness AssessmentOCO and take the practitioner through the design, management, and importantly, the sustainability of such systems. The Handbook describes each step in detail, the tasks needed to complete each one, and the tools available to help along the way."
Publisher: World Bank Publications
ISBN: 0821382896
Category : Government productivity
Languages : en
Pages : 270
Book Description
An effective state is essential to achieving socio-economic and sustainable development. With the advent of globalization, there are growing pressures on governments and organizations around the world to be more responsive to the demands of internal and external stakeholders for good governance, accountability and transparency, greater development effectiveness, and delivery of tangible results. Governments, parliaments, citizens, the private sector, NGOs, civil society, international organizations and donors are among the stakeholders interested in better performance. As demands for greater accountability and real results have increased, there is an attendant need for enhanced results-based monitoring and evaluation of policies, programs, and projects. This Handbook provides a comprehensive ten-step model that will help guide development practitioners through the process of designing and building a results-based monitoring and evaluation system. These steps begin with a OC Readiness AssessmentOCO and take the practitioner through the design, management, and importantly, the sustainability of such systems. The Handbook describes each step in detail, the tasks needed to complete each one, and the tools available to help along the way."
Impact Evaluation of Small and Medium Enterprise Programs in Latin America and the Caribbean
Author: Gladys Lopez Acevedo
Publisher: World Bank Publications
ISBN: 0821387766
Category : Business & Economics
Languages : en
Pages : 186
Book Description
Small and medium enterprise (SME) support programs are a common feature of industrial policy in developing countries, but one whose effectiveness is not well known. Governments are motivated to support SMEs both because they make up the majority of industrial enterprises and contribute substantially to GDP, employment and earnings, and because SMEs are thought to be weaker than their larger counterparts. Few governments, however, have evaluated their SME programs rigorously so there is little empirical basis for rational allocation of resources to the well performing programs. The paucity of empirical evidence from rigorous impact evaluations also presents problems for multi-lateral and bilateral donors in deciding whether or not to provide lending or aid for such policy interventions to promote SME development. This study rigorously evaluate SME programs in four Latin American countries to gain insights into which programs perform better than others, and just as important, why. These countries Mexico, Chile, Colombia and Peru cover a wide range of enterprise support programs, including training, innovation and technology upgrading, quality control, market development, export promotion and network formation. Broadly comparable panel data on enterprises is used to investigate the net impacts of these SME interventions.
Publisher: World Bank Publications
ISBN: 0821387766
Category : Business & Economics
Languages : en
Pages : 186
Book Description
Small and medium enterprise (SME) support programs are a common feature of industrial policy in developing countries, but one whose effectiveness is not well known. Governments are motivated to support SMEs both because they make up the majority of industrial enterprises and contribute substantially to GDP, employment and earnings, and because SMEs are thought to be weaker than their larger counterparts. Few governments, however, have evaluated their SME programs rigorously so there is little empirical basis for rational allocation of resources to the well performing programs. The paucity of empirical evidence from rigorous impact evaluations also presents problems for multi-lateral and bilateral donors in deciding whether or not to provide lending or aid for such policy interventions to promote SME development. This study rigorously evaluate SME programs in four Latin American countries to gain insights into which programs perform better than others, and just as important, why. These countries Mexico, Chile, Colombia and Peru cover a wide range of enterprise support programs, including training, innovation and technology upgrading, quality control, market development, export promotion and network formation. Broadly comparable panel data on enterprises is used to investigate the net impacts of these SME interventions.
Citizens and Service Delivery
Author: Alaka Holla
Publisher: World Bank Publications
ISBN: 0821389807
Category : Business & Economics
Languages : en
Pages : 153
Book Description
In many low and middle income countries, dismal failures in the quality of public service delivery such as absenteeism among teachers and doctors and leakages of public funds have driven the agenda for better governance and accountability. This has raised interest in the idea that citizens can contribute to improved quality of service delivery by holding policy-makers and providers of services accountable. This proposition is particularly resonant when it comes to the human development sectors health, education and social protection which involve close interactions between providers and citizens/users of services. Governments, NGOs, and donors alike have been experimenting with various social accountability tools that aim to inform citizens and communities about their rights, the standards of service delivery they should expect, and actual performance; and facilitate access to formal redress mechanisms to address service failures. The report reviews how citizens individually and collectively can influence service delivery through access to information and opportunities to use it to hold providers both frontline service providers and program managers accountable. It focuses on social accountability measures that support the use of information to increase transparency and service delivery and grievance redress mechanisms to help citizens use information to improve accountability. The report takes stock of what is known from international evidence and from within projects supported by the World Bank to identify knowledge gaps, key questions and areas for further work. It synthesizes experience to date; identifies what resources are needed to support more effective use of social accountability tools and approaches; and formulates considerations for their use in human development. The report concludes that the relationships between citizens, policy-makers, program managers, and service providers are complicated, not always direct or easily altered through a single intervention, such as an information campaign or scorecard exercise. The evidence base on social accountability mechanisms in the HD sectors is under development. There is a small but growing set of evaluations which test the impact of information interventions on service delivery and HD outcomes. There is ample space for future experiments to test how to make social accountability work at the country level.
Publisher: World Bank Publications
ISBN: 0821389807
Category : Business & Economics
Languages : en
Pages : 153
Book Description
In many low and middle income countries, dismal failures in the quality of public service delivery such as absenteeism among teachers and doctors and leakages of public funds have driven the agenda for better governance and accountability. This has raised interest in the idea that citizens can contribute to improved quality of service delivery by holding policy-makers and providers of services accountable. This proposition is particularly resonant when it comes to the human development sectors health, education and social protection which involve close interactions between providers and citizens/users of services. Governments, NGOs, and donors alike have been experimenting with various social accountability tools that aim to inform citizens and communities about their rights, the standards of service delivery they should expect, and actual performance; and facilitate access to formal redress mechanisms to address service failures. The report reviews how citizens individually and collectively can influence service delivery through access to information and opportunities to use it to hold providers both frontline service providers and program managers accountable. It focuses on social accountability measures that support the use of information to increase transparency and service delivery and grievance redress mechanisms to help citizens use information to improve accountability. The report takes stock of what is known from international evidence and from within projects supported by the World Bank to identify knowledge gaps, key questions and areas for further work. It synthesizes experience to date; identifies what resources are needed to support more effective use of social accountability tools and approaches; and formulates considerations for their use in human development. The report concludes that the relationships between citizens, policy-makers, program managers, and service providers are complicated, not always direct or easily altered through a single intervention, such as an information campaign or scorecard exercise. The evidence base on social accountability mechanisms in the HD sectors is under development. There is a small but growing set of evaluations which test the impact of information interventions on service delivery and HD outcomes. There is ample space for future experiments to test how to make social accountability work at the country level.
Women, Business and the Law
Author: The World Bank
Publisher: A&C Black
ISBN: 1472906454
Category : Business & Economics
Languages : en
Pages : 199
Book Description
Women perform 66% of the world's work, produce 50% of the food, but earn 10% of the income and own 1% of the property. To shed light on why this grim statistic still holds true, Women, Business and the Law aims to examine legal differentiations on the basis of gender in 143 of the world's economies. Women, Business and the Law tracks governments' actions to expand economic opportunities for women across six key areas: accessing institutions, using property, getting a job, providing incentives to work, building credit and going to court. The report uncovers legal differentiations for women and married versus unmarried women such as being able to register a business, open a bank account and work at night. These issues are of fundamental importance. When, because of tradition, social taboos or simple prejudice, half of the world's population is prevented from making its contribution to the life of a nation, the economy will suffer. The empirical evidence does suggest that, slowly but surely, governments are making progress in expanding opportunities for women. It is our hope that data presented in Women, Business and the Law will both facilitate research on linkages between legal differentiation and outcomes for women, and promote better informed policy choices on what governments can do to expand opportunities for women.
Publisher: A&C Black
ISBN: 1472906454
Category : Business & Economics
Languages : en
Pages : 199
Book Description
Women perform 66% of the world's work, produce 50% of the food, but earn 10% of the income and own 1% of the property. To shed light on why this grim statistic still holds true, Women, Business and the Law aims to examine legal differentiations on the basis of gender in 143 of the world's economies. Women, Business and the Law tracks governments' actions to expand economic opportunities for women across six key areas: accessing institutions, using property, getting a job, providing incentives to work, building credit and going to court. The report uncovers legal differentiations for women and married versus unmarried women such as being able to register a business, open a bank account and work at night. These issues are of fundamental importance. When, because of tradition, social taboos or simple prejudice, half of the world's population is prevented from making its contribution to the life of a nation, the economy will suffer. The empirical evidence does suggest that, slowly but surely, governments are making progress in expanding opportunities for women. It is our hope that data presented in Women, Business and the Law will both facilitate research on linkages between legal differentiation and outcomes for women, and promote better informed policy choices on what governments can do to expand opportunities for women.
The Goldilocks Challenge
Author: Mary Kay Gugerty
Publisher: Oxford University Press
ISBN: 0199366101
Category : Business & Economics
Languages : en
Pages : 313
Book Description
The social sector provides services to a wide range of people throughout the world with the aim of creating social value. While doing good is great, doing it well is even better. These organizations, whether nonprofit, for-profit, or public, increasingly need to demonstrate that their efforts are making a positive impact on the world, especially as competition for funding and other scarce resources increases. This heightened focus on impact is positive: learning whether we are making a difference enhances our ability to address pressing social problems effectively and is critical to wise stewardship of resources. Yet demonstrating efficacy remains a big hurdle for most organizations. The Goldilocks Challenge provides a parsimonious framework for measuring the strategies and impact of social sector organizations. A good data strategy starts first with a sound theory of change that helps organizations decide what elements they should monitor and measure. With a theory of change providing solid underpinning, the Goldilocks framework then puts forward four key principles, the CART principles: Credible data that are high quality and analyzed appropriately, Actionable data will actually influence future decisions; Responsible data create more benefits than costs; and Transportable data build knowledge that can be used in the future and by others. Mary Kay Gugerty and Dean Karlan combine their extensive experience working with nonprofits, for-profits and government with their understanding of measuring effectiveness in this insightful guide to thinking about and implementing evidence-based change. This book is an invaluable asset for nonprofit, social enterprise and government leaders, managers, and funders-including anyone considering making a charitable contribution to a nonprofit-to ensure that these organizations get it "just right" by knowing what data to collect, how to collect it, how it can be analyzed, and drawing implications from the analysis. Everyone who wants to make positive change should focus on the top priority: using data to learn, innovate, and improve program implementation over time. Gugerty and Karlan show how.
Publisher: Oxford University Press
ISBN: 0199366101
Category : Business & Economics
Languages : en
Pages : 313
Book Description
The social sector provides services to a wide range of people throughout the world with the aim of creating social value. While doing good is great, doing it well is even better. These organizations, whether nonprofit, for-profit, or public, increasingly need to demonstrate that their efforts are making a positive impact on the world, especially as competition for funding and other scarce resources increases. This heightened focus on impact is positive: learning whether we are making a difference enhances our ability to address pressing social problems effectively and is critical to wise stewardship of resources. Yet demonstrating efficacy remains a big hurdle for most organizations. The Goldilocks Challenge provides a parsimonious framework for measuring the strategies and impact of social sector organizations. A good data strategy starts first with a sound theory of change that helps organizations decide what elements they should monitor and measure. With a theory of change providing solid underpinning, the Goldilocks framework then puts forward four key principles, the CART principles: Credible data that are high quality and analyzed appropriately, Actionable data will actually influence future decisions; Responsible data create more benefits than costs; and Transportable data build knowledge that can be used in the future and by others. Mary Kay Gugerty and Dean Karlan combine their extensive experience working with nonprofits, for-profits and government with their understanding of measuring effectiveness in this insightful guide to thinking about and implementing evidence-based change. This book is an invaluable asset for nonprofit, social enterprise and government leaders, managers, and funders-including anyone considering making a charitable contribution to a nonprofit-to ensure that these organizations get it "just right" by knowing what data to collect, how to collect it, how it can be analyzed, and drawing implications from the analysis. Everyone who wants to make positive change should focus on the top priority: using data to learn, innovate, and improve program implementation over time. Gugerty and Karlan show how.