圖書標籤: 方法論 經濟學 社會科學 實證 Methodology Experiment
发表于2024-11-08
Running Randomized Evaluations pdf epub mobi txt 電子書 下載 2024
This book provides a comprehensive yet accessible guide to running randomized impact evaluations of social programs. Drawing on the experience of researchers at the Abdul Latif Jameel Poverty Action Lab, which has run hundreds of such evaluations in dozens of countries throughout the world, it offers practical insights on how to use this powerful technique, especially in resource-poor environments.
This step-by-step guide explains why and when randomized evaluations are useful, in what situations they should be used, and how to prioritize different evaluation opportunities. It shows how to design and analyze studies that answer important questions while respecting the constraints of those working on and benefiting from the program being evaluated. The book gives concrete tips on issues such as improving the quality of a study despite tight budget constraints, and demonstrates how the results of randomized impact evaluations can inform policy.
With its self-contained modules, this one-of-a-kind guide is easy to navigate. It also includes invaluable references and a checklist of the common pitfalls to avoid.
Provides the most up-to-date guide to running randomized evaluations of social programs, especially in developing countries
Offers practical tips on how to complete high-quality studies in even the most challenging environments
Self-contained modules allow for easy reference and flexible teaching and learning
Comprehensive yet nontechnical
Rachel Glennerster is executive director of the Abdul Latif Jameel Poverty Action Lab (J-PAL) at the Massachusetts Institute of Technology. Kudzai Takavarasha holds degrees in chemical engineering and economics from the Massachusetts Institute of Technology, and was a policy manager at J-PAL from 2004 to 2012.
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評分做實地隨機實驗的詳盡手冊。第二章詳細講明每種實證方法的對照組,這對於從跑迴歸嚮因果推斷的思想轉化很關鍵。因果推斷框的核心是尋找閤理的對照組來估計反事實結果。 其餘收獲較多的有:如何選擇樣本水平進行隨機,相依、Power、外溢效應(SUTVA假設)下如何處理。 總之,如果隻是相對實驗有所瞭解,可以通讀本書,再讀1-2篇論文,這會比單純讀隨機試驗的論文效率高
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Running Randomized Evaluations pdf epub mobi txt 電子書 下載 2024