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Designing Randomized Controlled Trials with External Validity in Mind

https://doi.org/10.3386/w30762
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Theory‐based evaluation: Past, present, and future
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Regret in the On-Line Decision Problem
inferredcites →https://doi.org/10.1016/bs.hefe.2016.08.005openalex-snapshot
Decision Theoretic Approaches to Experiment Design and External Validity
inferredcites →https://doi.org/10.1016/j.jdeveco.2018.07.013openalex-snapshot
Short-term subsidies and seller type: A health products experiment in Uganda
inferredcites →https://doi.org/10.1016/j.jeconom.2004.04.006openalex-snapshot
Program evaluation as a decision problem
inferredcites →https://doi.org/10.1016/j.jeconom.2004.04.009openalex-snapshot
Predicting the efficacy of future training programs using past experiences at other locations
inferredcites →https://doi.org/10.1016/j.socscimed.2017.12.005openalex-snapshot
Understanding and misunderstanding randomized controlled trials
inferredcites →https://doi.org/10.1023/a:1010933404324openalex-snapshot
Random Forests
inferredcites →https://doi.org/10.1073/pnas.2008740118openalex-snapshot
Incorporating ethics and welfare into randomized experiments
inferredcites →https://doi.org/10.1080/01621459.2017.1319839openalex-snapshot
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
inferredcites →https://doi.org/10.1080/07350015.2018.1546590openalex-snapshot
External Validity in Fuzzy Regression Discontinuity Designs
inferredcites →https://doi.org/10.1093/jeea/jvaa019openalex-snapshot
How Much Can We Generalize From Impact Evaluations?
inferredcites →https://doi.org/10.1093/qje/qjy023openalex-snapshot
Moral Hazard: Experimental Evidence from Tenancy Contracts*
inferredcites →https://doi.org/10.1093/qje/qjy029openalex-snapshot
Channeling Fisher: Randomization Tests and the Statistical Insignificance of Seemingly Significant Experimental Results*
inferredcites →https://doi.org/10.1093/restud/rdz021openalex-snapshot
External Validity in a Stochastic World: Evidence from Low-Income Countries
inferredcites →https://doi.org/10.1126/science.aaz1704openalex-snapshot
Predict science to improve science
inferredcites →https://doi.org/10.1162/qjec.2010.125.1.1openalex-snapshot
Free Distribution or Cost-Sharing? Evidence from a Randomized Malaria Prevention Experiment*
inferredcites →https://doi.org/10.1177/0956797611417632openalex-snapshot
False-Positive Psychology
inferredcites →https://doi.org/10.1198/016214504000001880openalex-snapshot
Causal Inference Using Potential Outcomes
inferredcites →https://doi.org/10.1214/12-aos1008openalex-snapshot
Rerandomization to improve covariate balance in experiments
inferredcites →https://doi.org/10.1214/18-aos1709openalex-snapshot
Generalized random forests
inferredcites →https://doi.org/10.1257/aer.103.4.1138openalex-snapshot
Why Don't the Poor Save More? Evidence from Health Savings Experiments
inferredcites →https://doi.org/10.1257/aer.20151282openalex-snapshot
Why Are Indian Children So Short? The Role of Birth Order and Son Preference
inferredcites →https://doi.org/10.1257/aer.20171634openalex-snapshot
A Theory of Experimenters: Robustness, Randomization, and Balance
inferredcites →https://doi.org/10.1257/aer.p20171115openalex-snapshot
What Can We Learn from Experiments? Understanding the Threats to the Scalability of Experimental Results
inferredcites →https://doi.org/10.1257/app.20160469openalex-snapshot
Incentivizing Safer Sexual Behavior: Evidence from a Lottery Experiment on HIV Prevention
inferredcites →https://doi.org/10.1257/app.5.3.113openalex-snapshot
Private Information and the Allocation of Land Use Subsidies in Malawi
inferredcites →https://doi.org/10.1257/jep.31.4.103openalex-snapshot
Experimentation at Scale
inferredcites →https://doi.org/10.1257/jep.31.4.73openalex-snapshot
From Proof of Concept to Scalable Policies: Challenges and Solutions, with an Application
inferredcites →https://doi.org/10.1257/rct.1125-1.0openalex-snapshot
Can Higher Prices Stimulate Product Use? Evidence from a Field Experiment in Zambia
inferredcites →https://doi.org/10.1257/rct.1241openalex-snapshot
Observing Unobservables: Identifying Information Asymmetries with a Consumer Credit Field Experiment
inferredcites →https://doi.org/10.2139/ssrn.1729274openalex-snapshot
Selective Trials: A Principal-Agent Approach to Randomized Controlled Experiments
inferredcites →https://doi.org/10.2139/ssrn.2647649openalex-snapshot
Local to Global: External Validity in a Fertility Natural Experiment
inferredcites →https://doi.org/10.2140/pjm.1956.6.1openalex-snapshot
An analog of the minimax theorem for vector payoffs
inferredcites →https://doi.org/10.2307/2291629openalex-snapshot
Identification of Causal Effects Using Instrumental Variables
inferredcites →https://doi.org/10.3386/w11259openalex-snapshot
Structural Equations, Treatment Effects and Econometric Policy Evaluation
inferredcites →https://doi.org/10.3386/w22566openalex-snapshot
Predicting Experimental Results: Who Knows What?
inferredcites →https://doi.org/10.3386/w24834openalex-snapshot
How to Examine External Validity Within an Experiment
inferredcites →https://doi.org/10.3386/w5778openalex-snapshot
Children and Their Parents' Labor Supply: Evidence from Exogenous Variation in Family Size
inferredcites →https://doi.org/10.3982/ecta15505openalex-snapshot
Age of Marriage, Weather Shocks, and the Direction of Marriage Payments
inferredcites →https://doi.org/10.3982/ecta9508openalex-snapshot
Short-Run Subsidies and Long-Run Adoption of New Health Products: Evidence From a Field Experiment

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4723587openalex-extracted
Explanations for Robust Decisions
inferred← citeshttps://doi.org/10.1093/oxfordhb/9780192868282.013.22openalex-snapshot
Tensions in Knowledge Accumulation Using Coordinated Intervention Experiments to Improve Public Policy
inferred← citeshttps://doi.org/10.1177/13563890231218276openalex-snapshot
What works in democracy support? How to fill evidence and usability gaps through evaluation
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