| 来源类型 | Discussion paper |
| 规范类型 | 论文 |
| 来源ID | DP8294 |
| DP8294 Sensitivity of matching-based program evaluations to the availability of control variables | |
| Michael Lechner; Conny Wunsch | |
| 发表日期 | 2011-03-14 |
| 出版年 | 2011 |
| 语种 | 英语 |
| 摘要 | Based on new, exceptionally informative and large German linked employer-employee administrative data, we investigate the question whether the omission of important control variables in matching estimation leads to biased impact estimates of typical active labour market programs for the unemployed. Such biases would lead to false policy conclusions about the cost-effectiveness of these expensive policies. Using newly developed Empirical Monte Carlo Study methods, we find that besides standard personal characteristics, information on individual health and firm characteris-tics of the last employer are particularly important for selection correction. Moreover, it is important to account for past performance on the labour market in a very detailed and flexible way. Information on job search behaviour, timing of unemployment and program start, as well as detailed regional characteristics are also relevant. |
| 主题 | Labour Economics |
| 关键词 | Active labour market policies Job search assistance Matching estimation Training |
| URL | https://cepr.org/publications/dp8294 |
| 来源智库 | Centre for Economic Policy Research (United Kingdom) |
| 资源类型 | 智库出版物 |
| 条目标识符 | http://119.78.100.153/handle/2XGU8XDN/537129 |
| 推荐引用方式 GB/T 7714 | Michael Lechner,Conny Wunsch. DP8294 Sensitivity of matching-based program evaluations to the availability of control variables. 2011. |
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