Day 80 of 150 Speed Difficulty 10/10

Two-choice decisions race noisy evidence to a boundary

Quick answer

Two-choice decisions race noisy evidence to a boundary. Today's question (Drift-diffusion model of decision-making) asks about a finding from Ratcliff, R. in 1978. The correct option is Noisy accumulation of evidence over time until a decision boundary is crossed — full explanation, primary source, and glossary cross-links below.

Today's question

Ratcliff's drift-diffusion model describes simple two-choice decisions as:

  1. A A serial scan through all possible answers in random order
  2. B Noisy accumulation of evidence over time until a decision boundary is crossed
  3. C A single instantaneous comparison with no time course
  4. D Random guessing weighted by prior knowledge
Reveal the answer and explanation

Correct: B — Noisy accumulation of evidence over time until a decision boundary is crossed

Ratcliff (1978) modelled simple two-choice tasks as a noisy diffusion process: evidence accumulates from a starting point at a drift rate determined by stimulus quality, and a decision is committed once the integrator hits one of two response boundaries. The framework simultaneously fits mean response times, full RT distributions for correct and error trials, and accuracy. It separates psychologically meaningful parameters: drift rate (perceptual or cognitive efficiency), boundary separation (speed–accuracy tradeoff), starting point (response bias), and non-decision time. Drift-diffusion models now dominate the analysis of perceptual, lexical, and value-based decisions, linking behaviour to neural recordings of accumulator-like activity in parietal and prefrontal cortex.

About the source

Ratcliff, R. (1978). A theory of memory retrieval. Psychological Review, 85(2), 59–108.

Every Cognition Bible question cites a primary source — a paper, book chapter, or monograph that exists, that we can point to on Google Scholar, and whose finding the question accurately summarizes. No fabricated authority strings, no name-drops without paper-level grounding.

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