Back to search

Evaluating multi-treatment programs: theory and evidence from the U.S. Job Training Partnership Act experiment

Data up to Jan 2025

Published2007
Citations26
References69

Total Citations Per Year

Abstract

References (69)

Sample Selection Bias as a Specification Error

1979 • 27,564 citations

The central role of the propensity score in observational studies for causal effects

1983 • 26,882 citations

Estimating causal effects of treatments in randomized and nonrandomized studies.

1974 • 8,622 citations

Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme

1997 • 5,251 citations

Propensity Score-Matching Methods for Nonexperimental Causal Studies

2002 • 4,655 citations

Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score

1985 • 4,508 citations

The Design of Experiments

1935 • 4,362 citations

Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference

2007 • 3,864 citations

The Economics and Econometrics of Active Labor Market Programs

1999 • 3,182 citations

Reducing Bias in Observational Studies Using Subclassification on the Propensity Score

1984 • 3,149 citations

Does matching overcome LaLonde's critique of nonexperimental estimators?

2004 • 3,019 citations

SOME THOUGHTS ON THE DISTRIBUTION OF EARNINGS 1

1951 • 2,981 citations

Causal Effects in Nonexperimental Studies: Reevaluating the Evaluation of Training Programs

1999 • 2,378 citations

Characterizing Selection Bias Using Experimental Data

1998 • 2,356 citations

Evaluating the Econometric Evaluations of Training Programs with Experimental Data

1986 • 1,814 citations

The role of the propensity score in estimating dose-response functions

2000 • 1,715 citations

Empirical Strategies in Labor Economics

1999 • 1,686 citations

Estimating the Effect of Training Programs on Earnings

1978 • 1,462 citations

Nonparametric Econometrics

1999 • 1,209 citations

Local Polynomial Modeling and Its Applications

1998 • 1,066 citations

Nonparametric Econometrics

1999 • 940 citations

Explaining Rising Wage Inequality: Explorations with a Dynamic General Equilibrium Model of Labor Earnings with Heterogeneous Agents

1998 • 866 citations

Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models

2004 • 783 citations

Identification and estimation of causal effects of multiple treatments under the conditional independence assumption

2001 • 749 citations

How robust is the evidence on the effects of college quality? Evidence from matching

2004 • 702 citations

Nonparametric estimation of regression functions with both categorical and continuous data

2003 • 675 citations

[On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9.] Comment: Neyman (1923) and Causal Inference in Experiments and Observational Studies

1990 • 627 citations

A New Approach to Estimating Switching Regressions

1972 • 578 citations

Choosing Among Alternative Nonexperimental Methods for Estimating the Impact of Social Programs: The Case of Manpower Training

1989 • 517 citations

Causal Effects in Nonexperimental Studies: Reevaluating the Evaluation of Training Programs

1999 • 458 citations

A Century of Purchasing-Power Parity

2002 • 433 citations

A Microeconometric Evaluation of the Active Labour Market Policy in Switzerland

2002 • 423 citations

The design of experiments

2008 • 415 citations

Is the Threat of Reemployment Services More Effective Than the Services Themselves? Evidence from Random Assignment in the UI System

2003 • 406 citations

The Pre‐programme Earnings Dip and the Determinants of Participation in a Social Programme. Implications for Simple Programme Evaluation Strategies

1999 • 395 citations

Finite-Sample Properties of Propensity-Score Matching and Weighting Estimators

2004 • 392 citations

Using Matching to Estimate Treatment Effects: Data Requirements, Matching Metrics, and Monte Carlo Evidence

2004 • 387 citations

Youth Employment and Joblessness in Advanced Countries

2000 • 366 citations

A Three-step Method for Choosing the Number of Bootstrap Repetitions

2000 • 306 citations

Substitution and Dropout Bias in Social Experiments: A Study of an Influential Social Experiment

2000 • 278 citations

The Benefits and Costs of JTPA Title II-A Programs: Key Findings from the National Job Training Partnership Act Study

1997 • 262 citations

Measuring the Effect of Subsidized Training Programs on Movements In and Out of Employment

1988 • 218 citations

An Empirical Investigation of Gaming Responses to Explicit Performance Incentives

2004 • 214 citations

Econometric Evaluation of Labour Market Policies

2001 • 206 citations

The Performance of Performance Standards

2002 • 195 citations

The Determinants of Participation in a Social Program: Evidence from a Prototypical Job Training Program

2004 • 194 citations

The Curse and Blessing of Training the Unemployed in a Changing Economy: The Case of East Germany After Unification

2007 • 174 citations

Accounting for Dropouts in Evaluations of Social Programs

1998 • 158 citations

Making work pay: Final report on the self sufficiency project for long-term welfare recipients

2002 • 142 citations

The new deal for young people: effect on the labour market status of young men

2005 • 131 citations

Rejoinder

2004 • 127 citations

A New Approach to Estimating Switching Regressions

1972 • 126 citations

What is the value added by caseworkers?

2005 • 120 citations

Microeconometric Evaluation of the Active Labour Market Policy in Switzerland

2000 • 120 citations

Learning about Treatment Effects from Experiments with Random Assignment of Treatments

1996 • 108 citations

Employment effects of the provision of specific professional skills and techniques in Germany

2006 • 96 citations

Implementing the National JTPA Study.

1990 • 84 citations

The National JTPA Study. Title II-A Impacts on Earnings and Employment at 18 Months.

1993 • 84 citations

Equilibrium Policy Experiments and the Evaluation of Social Programs

2003 • 71 citations

Using Matching, Instrumental Variables and Control Functions to Estimate Economic Choice Models

2003 • 57 citations

Bandwidth Selection and the Estimation of Treatment Effects with Unbalanced Data

2007 • 37 citations

The National JTPA Study: Site Characteristics and Participation Patterns.

1993 • 29 citations

Work Incentives and Income Guarantees: The New Jersey Negative Income Tax Experiment, by Joseph A. Pechman and P. Michael Timpane

1976 • 27 citations

Employment Effects of the Provision of Specific Professional Skills and Techniques in Germany

2005 • 19 citations

The Sensitivity of Experimental Impact Estimates: Evidence from the National JTPA Study

1997 • 18 citations

A Note on Parametric and Nonparametric Regression in the Presence of Endogenous Control Variables

2006 • 7 citations

Matching using Semiparametric Propensity Scores

2004 • 6 citations

A Note on Parametric and Nonparametric Regression in the Presence of Endogenous Control Variables

2006 • 5 citations

The Economics of Eligibility Rules for a Social Program: A Study of the Job Training Partnership Act (JTPA)--A Summary Report

1996 • 4 citations

Cited By (0)

Loading...