Reducing bias, increasing transparency and calibrating confidence with preregistration

2023/01/26 by Tom E. Hardwicke, Tom E Hardwicke, Eric-Jan Wagenmakers +1 · 52 citations
Decision Sciences · Computer Science · Mathematics · #Meta-analysis and systematic reviews #Explainable Artificial Intelligence (XAI) #Advanced Causal Inference Techniques

paper · doi:10.1038/s41562-022-01497-2

Citations

• Confirmation Bias: A Ubiquitous Phenomenon in Many Guises
• The natural selection of bad science
• The association between adolescent well-being and digital technology use
• Specification curve analysis
• Use caution when applying behavioural science to policy
• The past, present and future of Registered Reports

Cited by

• A Cross-Sectional Study of the Completeness of Preregistrations by Psychological Authors From German-Speaking Institutions
• Stage 2 Registered Report: Restriction of Researcher Degrees of Freedom Through the Psychological Research Preregistration-Quantitative Template
• What is critical metascience and why is it important?
• Prevalence of Transparent Research Practices in Psychology: A Cross-Sectional Study of Empirical Articles Published in 2022
• Ten practices for successful study coding in research syntheses: Developing coding manuals and coding forms
• Open Science
• RegCheck: A tool for structured comparisons between study registrations and papers
• A Tale of Open Science: Emergence of a New Normal
• Toward open science in marketing research
• Effects of oxytocin administration on non-social executive functions in humans: a preregistered systematic review and meta-analysis
• On the Use and Misuses of Preregistration: A Reply to Klonsky (2024)
• Best Laid Plans: A Guide to Reporting Preregistration Deviations
• Ending publication bias: A values-based approach to surface null and negative results
• Positionality statements in science
• Addressing researcher degrees of freedom through minP adjustment
• Transparency and reproducibility in invasion science
• When and How to Deviate From a Preregistration
• Registered report: Survey on attitudes and experiences regarding preregistration in psychological research
• Assessing the balance between excitation and inhibition in chronic pain through the aperiodic component of EEG
• The Design of Current Replication Studies: A Systematic Literature Review on the Variation of Study Characteristics
• Four principles for improved statistical ecology
• Research With the Reluctant: Challenges and Strategies
• Optimizing the methodology of human sleep and memory research
• Ten simple rules for starting FAIR discussions in your community
• Heartbeat-evoked responses in M/EEG: A systematic review of methods with suggestions for analysis and reporting
• Meta-Analysis with JASP, Part II: Bayesian Approaches
• Mapping cognitive processes in video-based learning by combining trace and think-aloud data
• Using preregistration as a tool for transparent fNIRS study design. [europepmc]
• Rebalancing commercial and public interests in prioritizing biomedical, social and environmental aspects of health through defining and managing conflicts of interest. [europepmc]
• Ten simple rules for starting FAIR discussions in your community. [europepmc]
• Standardizing Substrate Selection: A Strategy toward Unbiased Evaluation of Reaction Generality. [europepmc]
• Positionality statements in science. [europepmc]
• Addressing researcher degrees of freedom through minP adjustment. [europepmc]
• Ten simple rules for building and maintaining a responsible data science workflow. [europepmc]
• On the Use and Misuses of Preregistration: A Reply to Klonsky (2024). [europepmc]
• Ten simple rules for successfully carrying out funded research projects. [europepmc]
• The association between gonadectomy and timing of gonadectomy, and the risk of canine cranial cruciate ligament disease: A systematic review and meta-analysis. [europepmc]
• A systematic review of pre-registration in autism research journals. [europepmc]
• Assessing the balance between excitation and inhibition in chronic pain through the aperiodic component of EEG. [europepmc]
• Poor hypotheses and research waste in biology: learning from a theory crisis in psychology. [europepmc]
• Assessing the predictive value of peak alpha frequency for the sensitivity to pain. [europepmc]
• Transparency in the secondary use of health data: assessing the status quo of guidance and best practices. [europepmc]
• Methodological quality in randomised clinical trials of mental health apps: systematic review and longitudinal analysis. [europepmc]
• Publication bias is bad for science if not necessarily scientists. [europepmc]
• Generalized additive mixed models to discern data-driven theoretically informed strategies for public brain, cognitive and mental health. [europepmc]
• Ending publication bias: A values-based approach to surface null and negative results. [europepmc]
• Multiple Suggested Care Alternatives and Decision-Making of Primary Care Physicians: A Randomized Clinical Trial. [europepmc]
• An introduction to Delphi studies and consensus methods for genetic counselors. [europepmc]
• Affective Reactivity to a Single Bout of High-Intensity Interval Training in Schizophrenia: A Randomized Controlled Trial. [europepmc]
• Time-Related Considerations for Modeling Event-Based Data Collected via Ecological Momentary Assessment. [europepmc]
• Funders' Expectations for Open Science in Cardiovascular Research: A Scoping Review of the Largest Cardiovascular Research Funders. [europepmc]
• Assessment of Selective Reporting Biases in Studies Included in Campbell Systematic Reviews: A Systematic Review. [europepmc]