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Blunt Instruments: On Establishing the Causes of Economic Growth

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Author Info
Michael Clemens
Samuel Bazzi

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Abstract

Despite intense concern that many instrumental variables used in growth regressions may be weak, invalid, or both, top journals continue to publish studies of economic growth based on problematic instruments. Doing so risks pushing the entire literature closer to irrelevance. We illustrate hidden problems with identification in recent prominently published and widely cited growth studies using their original data. We urge researchers to take three steps to overcome the shortcomings: grounding research in somewhat more generalized theoretical models, deploying the latest methods to test sensitivity to violations of the exclusion restriction, and opening the “black box” of the Generalized Method of Moments (GMM) with supportive evidence of instrument strength.

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File URL: http://www.cgdev.org/content/publications/detail/1422132/
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Publisher Info
Paper provided by Center for Global Development in its series Working Papers with number 171.

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Length: 40 pages
Date of creation: May 2009
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Handle: RePEc:cgd:wpaper:171

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Web page: http://www.cgdev.org

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Related research
Keywords: IV; instrumental variables; ; 2SLS; two-stage least squares; Generalized Method of Moments; GMM; Blundell-Bond; Arellano-Bond; exclusion restriction; economic growth; regression; weak instruments; valid instruments; overidentification; underidentification; identification problem; growth determinants; foreign aid; institutions; geography; legal origins; too many instruments.;

Find related papers by JEL classification:
F35 - International Economics - - International Finance - - - Foreign Aid
C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Hypothesis Testing
O4 - Economic Development, Technological Change, and Growth - - Economic Growth and Aggregate Productivity

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This page was last updated on 2009-11-16.


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