外部資金獲得の効果は？ : 母集団情報を反映した因果効果の試行的分析

Effect of Competitive Fundraising: The population average treatment effect from a covariate balancing propensity score and sampling weight

Nakao Ran

広島大学大学院教育学研究科紀要. 第三部, 教育人間科学関連領域

Bulletin of the Graduate School of Education, Hiroshima University. Part 3, Education and human science

The effect of competitive research funding mechanisms on research productivity in various disciplines was clarified. Previous studies used multivariate analyses, such as multiple regression analysis, and we built on the existing research by controlling for confounding effects using a balancing score. Typically, a propensity score is used for balancing scores, but this approach has received criticism about its external validity. Therefore, the matching sample in this study was visualized using a propensity score, which was compared with the population and the sampling data for the distribution of disciplines. The main findings of this study were as follow: first, it became clear that the matching sample analyzed using a propensity score strikingly differed from the population. Second, this problem was solved using a covariate balancing propensity score and sampling weights, which estimated the population’s average treatment effects.

EBPM

Academic Profession

Propensity Score

大学教員

傾向スコア分析

jpn

広島大学大学院教育学研究科

[ISSN] 1346-5562

[NCID] AA11625039