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来源类型 | Working Paper |
规范类型 | 报告 |
DOI | 10.3386/w24856 |
来源ID | Working Paper 24856 |
A Cautionary Tale of Evaluating Identifying Assumptions: Did Reality TV Really Cause a Decline in Teenage Childbearing? | |
David A. Jaeger; Theodore J. Joyce; Robert Kaestner | |
发表日期 | 2018-07-23 |
出版年 | 2018 |
语种 | 英语 |
摘要 | Evaluating policy changes that occur everywhere at the same time is difficult because of the lack of a clear counterfactual. Hoping to address this problem, researchers often proxy for differential exposure using some observed characteristic in the pre-treatment period. As a cautionary tale of how difficult identification is in such settings, we re-examine the results of an influential paper by Melissa Kearney and Phillip Levine, who found that the MTV program 16 and Pregnant had a substantial impact on teen birth rates. In what amounts to a difference-in-differences approach, they use the pre-treatment levels of MTV viewership across media markets as an instrument. We show that controlling for differential time trends in birth rates by a market’s pre-treatment racial/ethnic composition or unemployment rate causes Kearney and Levine’s results to disappear, invalidating the parallel trends assumption necessary for a causal interpretation. Extending the pre-treatment period and estimating placebo tests, we find evidence of an “effect” long before 16 and Pregnant started broadcasting. Our results highlight the difficulty of drawing causal inferences from national point-in-time policy changes. |
主题 | Labor Economics ; Demography and Aging ; Industrial Organization ; Industry Studies |
URL | https://www.nber.org/papers/w24856 |
来源智库 | National Bureau of Economic Research (United States) |
引用统计 | |
资源类型 | 智库出版物 |
条目标识符 | http://119.78.100.153/handle/2XGU8XDN/582530 |
推荐引用方式 GB/T 7714 | David A. Jaeger,Theodore J. Joyce,Robert Kaestner. A Cautionary Tale of Evaluating Identifying Assumptions: Did Reality TV Really Cause a Decline in Teenage Childbearing?. 2018. |
条目包含的文件 | ||||||
文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
w24856.pdf(847KB) | 智库出版物 | 限制开放 | CC BY-NC-SA | 浏览 |
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