Think aloud protocols/cognitive interviews are incredibly useful for establishing through process/which memory banks are being tapped and thus what is being assessed. The only real metric of psychometric accuracy: pure.manchester.ac.uk/ws/portalfil...
pure.manchester.ac.uk
September 8, 2026 at 5:07 AM
We know about machine CoT, but human CoT is hard to get. Our new "Think-Aloud" asks people to speak their thought process and then give a label, which we automatically transcribe and parse on-device.
https://www.potatoannotator.com/blog/human-and-model-chain-of-thought
https://www.potatoannotator.com/blog/human-and-model-chain-of-thought
September 8, 2026 at 5:21 AM
Spontaneous Goal-Related Cognition Predicts Well-Being and Real-World Goal Attainment Across Adulthood in a Think-Aloud Study pubmed.ncbi.nlm.nih.gov/42466412/
Spontaneous Goal-Related Cognition Predicts Well-Being and Real-World Goal Attainment Across Adulthood in a Think-Aloud Study - PubMed
Decades of research has established that how we think about our goals shapes psychological well-being and daily behavior, yet much of what we know derives from paradigms that deliberately prompt goal ...
pubmed.ncbi.nlm.nih.gov
September 8, 2026 at 5:16 AM
I recently found think-aloud research from 15 years ago, which may have revealed that expert entrepreneurs thought more reflectively than novices (MBA students).
doi.org/10.1016/j.jb...
#business #decisionScience #economics #epistemology #dualProcessTheory #surveyMethods #ThinkAloudProtocol
doi.org/10.1016/j.jb...
#business #decisionScience #economics #epistemology #dualProcessTheory #surveyMethods #ThinkAloudProtocol
June 6, 2024 at 3:45 PM
I recently found think-aloud research from 15 years ago, which may have revealed that expert entrepreneurs thought more reflectively than novices (MBA students).
doi.org/10.1016/j.jb...
#business #decisionScience #economics #epistemology #dualProcessTheory #surveyMethods #ThinkAloudProtocol
doi.org/10.1016/j.jb...
#business #decisionScience #economics #epistemology #dualProcessTheory #surveyMethods #ThinkAloudProtocol