Propensity Score Matching and Policy Impact Analysis

Propensity Score Matching and Policy Impact Analysis
Author :
Publisher :
Total Pages :
Release :
ISBN-10 : OCLC:931673388
ISBN-13 :
Rating : 4/5 ( Downloads)

Book Synopsis Propensity Score Matching and Policy Impact Analysis by : B. Essama-Nssah

Download or read book Propensity Score Matching and Policy Impact Analysis written by B. Essama-Nssah and published by . This book was released on 2012 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Effective development policymaking creates a need for reliable methods of assessing effectiveness. There should be, therefore, an intimate relationship between effective policymaking and impact analysis. The goal of a development intervention defines the metric by which to assess its impact, while impact evaluation can produce reliable information on which policymakers may base decisions to modify or cancel ineffective programs and thus make the most of limited resources. This paper reviews the logic of propensity score matching (PSM) and, using data on the National Support Work Demonstration, compares that approach with other evaluation methods such as double difference, instrumental variable, and Heckman's method of selection bias correction. In addition, it demonstrates how to implement nearest-neighbor and kernel-based methods, and plot program incidence curves in E-Views. In the end, the plausibility of an evaluation method hinges critically on the correctness of the socioeconomic model underlying program design and implementation, and on the quality and quantity of available data. In any case, PSM can act as an effective adjuvant to other methods.


Propensity Score Matching and Policy Impact Analysis Related Books

Propensity Score Matching and Policy Impact Analysis
Language: en
Pages:
Authors: B. Essama-Nssah
Categories:
Type: BOOK - Published: 2012 - Publisher:

DOWNLOAD EBOOK

Effective development policymaking creates a need for reliable methods of assessing effectiveness. There should be, therefore, an intimate relationship between
Propensity Score Matching and Policy Impact Analysis
Language: en
Pages: 59
Authors: Boniface Essama-Nssah
Categories: Estimation theory
Type: BOOK - Published: 2006 - Publisher: World Bank Publications

DOWNLOAD EBOOK

Effective development policymaking creates a need for reliable methods of assessing effectiveness. There should be, therefore, an intimate relationship between
Propensity Score Analysis
Language: en
Pages: 449
Authors: Shenyang Guo
Categories: Business & Economics
Type: BOOK - Published: 2015 - Publisher: SAGE

DOWNLOAD EBOOK

Provides readers with a systematic review of the origins, history, and statistical foundations of Propensity Score Analysis (PSA) and illustrates how it can be
Handbook on Impact Evaluation
Language: en
Pages: 262
Authors: Shahidur R. Khandker
Categories: Business & Economics
Type: BOOK - Published: 2009-10-13 - Publisher: World Bank Publications

DOWNLOAD EBOOK

Public programs are designed to reach certain goals and beneficiaries. Methods to understand whether such programs actually work, as well as the level and natur
Secondary Analysis of Electronic Health Records
Language: en
Pages: 435
Authors: MIT Critical Data
Categories: Medical
Type: BOOK - Published: 2016-09-09 - Publisher: Springer

DOWNLOAD EBOOK

This book trains the next generation of scientists representing different disciplines to leverage the data generated during routine patient care. It formulates