experiments and quasi experiments - 東京大学zkanemoto/experiments.pdfpoor economics: a radical...
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Experiments and Quasi Experiments
Yoshitsugu Kanemoto
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BGVW Ch.12 Valuing Impacts from Observed Behavior: Experiments and Quasi Experiments
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Demonstration Programs in the US
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Mainly in the areas of health, education, training, employment, housing, and social welfare
Health insurance experiments Price elasticity of health care demand = -0.1 to -0.2.
Income maintenance experiments The effects of income redistribution on labor supply
Criminal Policy Petrosino, Turpin-Petrosino, and Buehler (2003)‘Scared Straight’
and Other Juvenile Awareness Programs for Preventing Juvenile Delinquency. 7 RCTs (Randomized Controlled Trials) Effect size = 1.68 (Confidence interval [1.20, 2.36]) Bad effects
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Experiments in the US
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Scared Straight
4 Petrosino, A., Turpin-Petrosino, C., Buehler, J., 2003. Scared Straight and Other Juvenile Awareness Programs for Preventing Juvenile Delinquency: A Systematic Review of the Randomized Experimental Evidence. The ANNALS of the American Academy of Political and Social Science 589, 41-62.
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Field experiments in developing countries
Symposia: Field Experiments, The Journal of Economic Perspectives, Volume 25 • Number 3 • Summer 2011
Poor Economics: A Radical Rethinking of the Way to Fight Global Poverty, by Abhijit V. Banerjee and Esther Duflo, PublicAffairs, April 2011 Through a careful analysis of a very rich body of evidence,
including the hundreds of randomized control trials that Banerjee and Duflo’s lab has pioneered, they show why the poor, despite having the same desires and abilities as anyone else, end up with entirely different lives.
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Alternative Evaluation Designs
6 O1 & O3: Pretreatment, baseline information collection O2 & O4: Information collection after the treatment
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CBAs of E&T Programs: Outline
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E&T Programs Programs to increase employment and/or
wages of unemployed or unskilled workers Job search assistance, remedial education,
vocational training, subsidizing private-sector employers in exchange for hiring program participants
Evaluation of E&T Programs CBA
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Table 12-2
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The CBA Framework in the Education and Training Context
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The framework in Table 12.2 is readily understandable to policy makers Benefits and costs for program participants and
nonparticipants Includes distributional implications Benefits and costs can be calculated from data
collected in the experiment Four categories output produced by participant participant work-related expenditures use of transfer programs by participants use of support programs by participants
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Conceptual issues in constructing CBAs of E&T programs
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Table 12.2 includes elements that are not consistent with CBA
An increase in consumer surplus rather than income should constitute benefits net benefits = increase in income – increase in
taxes – decrease in transfer payments – increase in work-related expenditures
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Increase in wage by an E&T program
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E&T raises the wage from W0 to W1
Correct benefits = A + B
Increase in income = A + B + C
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Induced increase in hours worked
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E&T increases hours worked
Benefit = A Increase in
income = A + B
B is offset by a decrease in leisure
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Mandated participation in workfare
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Welfare grant withdrawn → Public-sector workfare with h* gives the same income as the welfare grant
Labor supply curve shifts from S0 to S1
Same income Decline in utility
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Move from welfare to a private sector Job
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Private job h1 is better than Workfare h*
Income higher than the welfare but the surplus is lower WmW1
rb <Wmah*h0
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Benefits of an E&T Program for recipients: Summary
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Decrease in transfer income: All Income increase by a wage rate rise:
All Income increase by more hours
worked: Not All Have to subtract the effects of a decrease
in leisure
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Work related expenditures
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E&T → Increase in child care expenditures
In a first best economy, zero net benefit in a secondary market
Zero benefits from an increase in hours worked caused by free child care services