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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Main Authors: Peters, Jorg, Langbein, Jorg, Roberts, Gareth
Format: Journal Article
Published: Published by Oxford University Press on behalf of the World Bank 2019
Subjects:
Online Access:http://hdl.handle.net/10986/32174
id okr-10986-32174
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spelling 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
repository_type Digital Repository
institution_category Foreign Institution
institution Digital Repositories
building World Bank Open Knowledge Repository
collection World Bank
topic RANDOMIZED CONTROL TRIAL
EQUILIBRIUM EFFECTS
POLICY EVALUATION
ESTIMATION BIAS
HAWTHORNE EFFECTS
spellingShingle 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
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