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• W3115942242 abstract "Abstract We study the identification of channels of policy reforms with multiple treatments and different types of selection for each treatment. We disentangle reform effects into policy effects, selection effects, and time effects under the assumption of conditional independence, common trends, and an additional exclusion restriction on the non-treated. Furthermore, we show the identification of direct- and indirect policy effects after imposing additional sequential conditional independence assumptions on mediating variables. We illustrate the approach using the German reform of the allocation system of vocational training for unemployed persons. The reform changed the allocation of training from a mandatory system to a voluntary voucher system. Simultaneously, the selection criteria for participants changed, and the reform altered the composition of course types. We consider the course composition as a mediator of the policy reform. We show that the empirical evidence from previous studies reverses when considering the course composition. This has important implications for policy conclusions." @default.
• W3115942242 created "2021-01-05" @default.
• W3115942242 creator A5059675870 @default.
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• W3115942242 date "2020-12-21" @default.
• W3115942242 modified "2023-09-25" @default.
• W3115942242 title "Identifying Causal Channels of Policy Reforms with Multiple Treatments and Different Types of Selection" @default.
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• W3115942242 doi "https://doi.org/10.1515/jem-2019-0012" @default.
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