<p>Note: There are different kinds of confidence ratings (eg, confidence in skill or ability, confidence in knowledge or expertise, etc).  This answer only addresses the question as asked, regarding confidence in memory or familiarity.</p>

<p><a href="https://en.wikipedia.org/wiki/Processing_fluency" rel="nofollow noreferrer">Processing fluency</a> - sometimes referred to as "cognitive fluency", "cognitive ease", or just "fluency" - is a mechanism proposed to underlie confidence ratings about familiarity:</p>

<blockquote>
  <p>... perceptual fluency can contribute to the experience of familiarity
  when fluent processing is attributed to the past. ... Jacoby and
  Dallas in 1981 argued that items from past experience are processed
  more fluently. ... people sometimes take fluency as an indication that
  a stimulus is familiar even though the sense of familiarity is
  false. Perceptual fluency literature has been dominated with
  research that posits that fluency leads to familiarity.</p>
</blockquote>

<p>Processing fluency, as investigated by <a href="http://psycnet.apa.org/?&amp;fa=main.doiLanding&amp;doi=10.1037/a0013025" rel="nofollow noreferrer">Hertwig et al (2008)</a>, refers to latency - ie, the speed with which processing occurs.  They demonstrate that the human mind is able to discriminate retrieval (response) latencies with great accuracy (down to 100ms), and these latencies correlate strongly with recognition confidence ratings.</p>

<p>Related <a href="https://www.youtube.com/watch?v=cebFWOlx848" rel="nofollow noreferrer">video</a>.</p>

CC BY-SA 3.0
2016-11-12T23:21:23.257Z
2016-11-14T17:54:06.627Z
2016-11-14T17:54:06.627Z
Arnon Weinberg
<p>Many experiments in cognitive psychology and other domains ask for confidence ratings (e.g., on a 0-100 scale, 100 meaning "I'm sure I experienced this stimulus"). What accounts describe how these decisions are made? </p>

<p>Review papers of this issue would be particularly helpful.</p>

CC BY-SA 3.0
2016-04-22T19:15:30.227Z
Maybe look at the question about forced decisions, and my answer about evidence accumulation: http://cogsci.stackexchange.com/q/13764/11318 . I guess, but do not know, that confidence is an estimate of how quickly you accumulated evidence for one of the decisions, and how much evidence there is for the other. The process is subconscious though, so how one would make the result conscious and verbalize this, I don't know. Perhaps an actual estimate of how quickly you knew.
Robin Kramer-ten Have
CC BY-SA 3.0
2016-04-24T14:53:06.513Z
Have a look at this recent Neuron article, it's not a review but might give you a good -though not simple- starting point http://www.cell.com/neuron/abstract/S0896-6273(15)00828-4
elisa
<cognitive-psychology><decision-making><reference-request><confidence>
What processes underlies confidence ratings in cognitive decision-making?
Andy DeSoto
# What processes underlies confidence ratings in cognitive decision-making?

(Asked by: username_0 on 2012-02-08)

Many experiments in cognitive psychology and other domains ask for confidence ratings (e.g., on a 0-100 scale, 100 meaning "I'm sure I experienced this stimulus"). What accounts describe how these decisions are made?

Review papers of this issue would be particularly helpful.

**Tags:** cognitive-psychology, decision-making, reference-request, confidence

> **Comments:**
> **username_1**: Maybe look at the question about forced decisions, and my answer about evidence accumulation: http://cogsci.stackexchange.com/q/13764/11318 . I guess, but do not know, that confidence is an estimate of how quickly you accumulated evidence for one of the decisions, and how much evidence there is for the other. The process is subconscious though, so how one would make the result conscious and verbalize this, I don't know. Perhaps an actual estimate of how quickly you knew.  
> **username_2**: Have a look at this recent Neuron article, it's not a review but might give you a good -though not simple- starting point http://www.cell.com/neuron/abstract/S0896-6273(15)00828-4  

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## 1 answers

### Answer by username_3 on 2016-11-12. Score: 3

Note: There are different kinds of confidence ratings (eg, confidence in skill or ability, confidence in knowledge or expertise, etc). This answer only addresses the question as asked, regarding confidence in memory or familiarity.

[Processing fluency](https://en.wikipedia.org/wiki/Processing_fluency) - sometimes referred to as "cognitive fluency", "cognitive ease", or just "fluency" - is a mechanism proposed to underlie confidence ratings about familiarity:

> ... perceptual fluency can contribute to the experience of familiarity
> when fluent processing is attributed to the past. ... Jacoby and
> Dallas in 1981 argued that items from past experience are processed
> more fluently. ... people sometimes take fluency as an indication that
> a stimulus is familiar even though the sense of familiarity is
> false. Perceptual fluency literature has been dominated with
> research that posits that fluency leads to familiarity.

Processing fluency, as investigated by [Hertwig et al (2008)](http://psycnet.apa.org/?&fa=main.doiLanding&doi=10.1037/a0013025), refers to latency - ie, the speed with which processing occurs. They demonstrate that the human mind is able to discriminate retrieval (response) latencies with great accuracy (down to 100ms), and these latencies correlate strongly with recognition confidence ratings.

Related [video](https://www.youtube.com/watch?v=cebFWOlx848).


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