Wisdom of the (expert) crowd: Performance of aggregation models for FHR evaluations
Research
My current research interests run along three main themes.
- Wisdom of crowds and expert judmentImproving expert, clinical, and geopolitical forecasts by aggregating many judgments well.
- Bias and censorship in scienceHow ideological bias and moral reasoning shape which findings are pursued and accepted.
- Judgment and social cognitionHow social influence shape how people judge situations.
Wisdom of the crowd and expert judgment
When and how does combining many people's judgments produce a better answer than any one expert? I study aggregation models for expert, clinical, and geopolitical forecasting, and the cognitive traits that make some crowds wiser than others.
Publications
Under review
Informational value of ordinal clinical judgments: A case study of intrapartum cardiotocography
In preparation
Constructing wiser crowds: Identifying cognitive traits to increase collective accuracy in geopolitical forecasting
Estimating probabilistic forecasts implied by CTG evaluations and their predictive accuracy
Influence of partisan crowds on individual judgments
Ongoing projects
Wisdom of the Crowd: Crowd Analysis Project
Bias and censorship in science
Science is a human enterprise, and human biases shape it. This work examines how ideological commitments and moral reasoning — including the naturalistic fallacy — influences how we judge empirical research.
Publications
Kudos to CUDOS: Thinking beyond viewpoint diversity to remedy politicized science
Under review
Committing the naturalistic fallacy predicts harm-based censorship of science
Academics overestimate bias against women in the academy
Judgment and social cognition
Earlier work (from undergrad) on how cognitive load, framing, and social pressure shape judgments — from courtroom decisions to everyday choices.
Publications
The effects of victim gender identity, juror gender, and judicial instructions on victim blaming, crime severity ratings, and verdicts in sexual assault trials
The power of the majority: Social conformity in sexual harassment punishment selection
Too much on my mind: Cognitive load, working memory, and framing effects