Generalization in the Tropics – Development Policy, Randomized Controlled Trials, and External Validity
When properly implemented, Randomized Controlled Trials (RCT) achieve a high degree of internal validity. Yet, if an RCT is to inform policy, it is critical to establish external validity. This paper systematically reviews all RCTs conducted in developing countries and published in leading economic...
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okr-10986-321742021-05-25T10:54:42Z Generalization in the Tropics – Development Policy, Randomized Controlled Trials, and External Validity Peters, Jorg Langbein, Jorg Roberts, Gareth RANDOMIZED CONTROL TRIAL EQUILIBRIUM EFFECTS POLICY EVALUATION ESTIMATION BIAS HAWTHORNE EFFECTS When properly implemented, Randomized Controlled Trials (RCT) achieve a high degree of internal validity. Yet, if an RCT is to inform policy, it is critical to establish external validity. This paper systematically reviews all RCTs conducted in developing countries and published in leading economic journals between 2009 and 2014 with respect to how they deal with external validity. Following Duflo, Glennerster, and Kremer (2008), we scrutinize the following hazards to external validity: Hawthorne effects, general equilibrium effects, specific sample problems, and special care in treatment provision. Based on a set of objective indicators, we find that the majority of published RCTs does not discuss these hazards and many do not provide the necessary information to assess potential problems. The paper calls for including external validity dimensions in a more systematic reporting on the results of RCTs. This may create incentives to avoid overgeneralizing findings and help policy makers to interpret results appropriately. 2019-08-05T19:37:29Z 2019-08-05T19:37:29Z 2018-02-01 Journal Article World Bank Research Observer 1564-6971 http://hdl.handle.net/10986/32174 CC BY-NC-ND 3.0 IGO http://creativecommons.org/licenses/by-nc-nd/3.0/igo World Bank Published by Oxford University Press on behalf of the World Bank Publications & Research :: Journal Article Publications & Research |
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RANDOMIZED CONTROL TRIAL EQUILIBRIUM EFFECTS POLICY EVALUATION ESTIMATION BIAS HAWTHORNE EFFECTS |
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RANDOMIZED CONTROL TRIAL EQUILIBRIUM EFFECTS POLICY EVALUATION ESTIMATION BIAS HAWTHORNE EFFECTS Peters, Jorg Langbein, Jorg Roberts, Gareth Generalization in the Tropics – Development Policy, Randomized Controlled Trials, and External Validity |
description |
When properly implemented, Randomized Controlled Trials (RCT) achieve a high degree of internal validity. Yet, if an RCT is to inform policy, it is critical to establish external validity. This paper systematically reviews all RCTs conducted in developing countries and published in leading economic journals between 2009 and 2014 with respect to how they deal with external validity. Following Duflo, Glennerster, and Kremer (2008), we scrutinize the following hazards to external validity: Hawthorne effects, general equilibrium effects, specific sample problems, and special care in treatment provision. Based on a set of objective indicators, we find that the majority of published RCTs does not discuss these hazards and many do not provide the necessary information to assess potential problems. The paper calls for including external validity dimensions in a more systematic reporting on the results of RCTs. This may create incentives to avoid overgeneralizing findings and help policy makers to interpret results appropriately. |
format |
Journal Article |
author |
Peters, Jorg Langbein, Jorg Roberts, Gareth |
author_facet |
Peters, Jorg Langbein, Jorg Roberts, Gareth |
author_sort |
Peters, Jorg |
title |
Generalization in the Tropics – Development Policy, Randomized Controlled Trials, and External Validity |
title_short |
Generalization in the Tropics – Development Policy, Randomized Controlled Trials, and External Validity |
title_full |
Generalization in the Tropics – Development Policy, Randomized Controlled Trials, and External Validity |
title_fullStr |
Generalization in the Tropics – Development Policy, Randomized Controlled Trials, and External Validity |
title_full_unstemmed |
Generalization in the Tropics – Development Policy, Randomized Controlled Trials, and External Validity |
title_sort |
generalization in the tropics – development policy, randomized controlled trials, and external validity |
publisher |
Published by Oxford University Press on behalf of the World Bank |
publishDate |
2019 |
url |
http://hdl.handle.net/10986/32174 |
_version_ |
1764475957663498240 |