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Causal knowledge and the process of policy making: towards a bottom-up approach

https://doi.org/10.2139/ssrn.4882131
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Evidence-Based Medicine
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Evidence-based policy: what’s to be done about relevance?
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Evidential pluralism and evidence of mechanisms in the social sciences
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Limits to evidential pluralism: multi-method large-N qualitative analysis and the primacy of mechanistic studies
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Taking the Russo-Williamson thesis seriously in the social sciences
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Process Tracing as an Effective Epistemic Complement
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Mechanisms and the Evidence Hierarchy
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Applying Evidential Pluralism to the social sciences
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Quasi-experimentation: Design and analysis issues for field settings
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Foundations of mixed methods research
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Process tracing in political science: What's the story?
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What is mechanistic evidence, and why do we need it for evidence-based policy?
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Evidence of effectiveness
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Is meta-analysis the platinum standard of evidence?
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The Russo–Williamson Theses in the social sciences: Causal inference drawing on two types of evidence
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The implications of a fundamental contradiction in advocating randomized trials for policy
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Interpreting qualitative data: Methods for analysing talk, text and interaction
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Causality: Models, Reasoning, and Inference
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Dissecting the Social
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Probabilistic Causality
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Counterfactuals and Causal Inference
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Nuts and Bolts for the Social Sciences
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Process Tracing
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Evidential Variety and Mixed-Methods Research in Social Science
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WHY BEHAVIOURAL POLICY NEEDS MECHANISTIC EVIDENCE
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TRADE-OFFS BETWEEN EPISTEMIC AND MORAL VALUES IN EVIDENCE-BASED POLICY
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Personalized medicine: Time for one-person trials
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Causal Generalisations in Policy-oriented Economic Research: An Inferentialist Analysis
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Nobel Rebels in Disguise — Assessing the Rise and Rule of the Randomistas
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The Evidence for Free Trade and Its Background Assumptions: How Well-Established Causal Generalisations Can Be Useless for Policy
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Idealization, abstraction, and the policy relevance of economic theories
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Evidential variety as a source of credibility for causal inference: beyond sharp designs and structural models
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Conceptual tools for assessing experiments: some well-entrenched confusions regarding the internal/external validity distinction
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Causal models and evidential pluralism in econometrics
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Policy-making in developing countries: from prediction to planning
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Extrapolation of causal effects – hopes, assumptions, and the extrapolator’s circle
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Holding back from theory: limits and methodological alternatives of randomized field experiments in development economics
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What’s (successful) extrapolation?
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Deconstructing the debate over evidence-based policy
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The Effect: An Introduction to Research Design and CausalityHuntington-Klein N.2022. Boca Raton, FL: Routledge. ISBN: 1032125780.
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What Evidence in Evidence-Based Medicine?
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Thinking about Mechanisms
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A New Approach to Argument by Analogy: Extrapolation and Chain Graphs
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The Role of Case Study Research in Political Science: Evidence for Causal Claims
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Presidential Address: Will This Policy Work for You? Predicting Effectiveness Better: How Philosophy Helps
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Evidential Diversity and the Triangulation of Phenomena
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Causal Laws and Effective Strategies
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The Russo–Williamson thesis and the question of whether smoking causes heart disease
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Evidence-Based Policy
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The practical value of spurious correlations: selective versus manipulative policy
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The New Mechanical Philosophy
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Causal Interaction and External Validity: Obstacles to the Policy Relevance of Randomized Evaluations
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Generalization in the Tropics – Development Policy, Randomized Controlled Trials, and External Validity
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Evidence‐Based Policymaking – Speaking Truth to Power?
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Explanatory Generalizations, Part I: A Counterfactual Account
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Causality in Macroeconomics
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Translating Causal Claims
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All that Glitters is not Gold. The Political Economy of Randomized Evaluations in Development
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What makes evidence‐based policy making such a useful myth? The case of NICE guidance on bariatric surgery in the United Kingdom
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A philosophical argument against evidence‐based policy
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The use of mechanistic evidence in drug approval
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Social Mechanisms and Causal Inference
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Social Mechanisms, Causal Inference, and the Policy Relevance of Social Science
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Drawing Lessons from Case Studies by Enhancing Comparability
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What Can Mechanisms Do for You? Mechanisms and the Problem of Confounders in the Social Sciences
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Evidential Pluralism and Epistemic Reliability in Political Science: Deciphering Contradictions between Process Tracing Methodologies
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Mechanism and Explanation
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Case Study Research: Principles and Practices
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External Validity: From Do-Calculus to Transportability Across Populations
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