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A measure is said to have a high reliability if it produces similar results under consistent conditions. DO NOT confuse reliability with validity (see tag wiki). DO NOT use for inter-rater reliability which has its own tag inter-rater

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Comparing test-retest reliabilities

This should give an indication of the reliability of your measures, or in this case diagnostic agreement, at the two occasions. … your bonus question, you generally need 3 time points to separate the lack of (temporal) stability -- which can occur if the latent class or trait your are measuring evolve over time -- from the lack of reliability
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1 vote

Compare two ICCs

.† † E.g., assuming a theoretical reliability of 0.8, we want to determine the number of subjects needed to be 95% confident that the observed reliability estimated from a random sample is > 0.7; this …
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1 vote

How to compute the standard error of measurement (SEM) from a reliability estimate?

You should use the point estimate of the reliability, not the lower bound or whatsoever. I guess by lb/up you mean the 95% CI for the ICC (I don't have SPSS, so I cannot check myself)? … It's unfortunate that we also talk of Cronbach's alpha as a "lower bound for reliability" since this might have confused you. …
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3 votes

Inter-rater reliability between similarity matrices

My first idea would be to try some kind of cluster analysis (e.g. hierarchical clustering) on each similarity matrix, and compare the classification trees across raters. We can derive a similarity ind …
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1 vote

Standard Error of Measurement (SEM) in Inter-rater reliability

There's a nice summary of the use of Kappa and ICC indices for rater reliability in Computing Inter-Rater Reliability for Observational Data: An Overview and Tutorial, by Kevin A. … Usually, we use a two-way random effects model (both raters and items are treated as random effects) to estimate relative agreement (or the ICC(2,k) version for absolute reliability, if you care about …
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5 votes
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Reliability in Elicitation Exercise

Maybe I misunderstood the question, but what you are describing sounds like a test-retest reliability study on your Q scores. … Note that this reliability is sample-dependent (as it depends on the between-subject variance). …
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4 votes

The best measure of reliability for interval data between 0 and 1

You can compute an intraclass correlation coefficient, as described here Reliability in Elicitation Exercise. …
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1 vote
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What is the point of reporting split-half reliability together with Cronbach's alpha?

Such scenario are really parallel form of the same questionnaire, for which split-half reliability makes sense. …
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3 votes

Assumption of additivity for intra-class correlation

My opinion is that you can go on with you ICC, but be sure to check that (a) there's a significant effect for the target of ratings (otherwise, it would mean the reliability of measurements is low), (b …
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11 votes

Omega vs. alpha reliability

To sum up, correlated measurement errors, multidimensionality or unequal factor loadings make both indicators likely to diverge, with hierarchical $\omega_h$ being the reliability measure to use, following …
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7 votes

Validating an existing questionnaire into another language

-- this has to do with scores reliability; Are the items behaving as expected for everybody, i.e. without differential effects depending on country or native language? …
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0 votes

Does changing the point range of items of a construct measured through likert scale affect i...

although there are lot of debates about the optimal number of response options for Likert-type items (5 to 7 appear to be the most frequently solution), the problem is not so much how it affects the reliability
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6 votes

Internal reliability for an ordinal scale

Their simulation studies lead them to conclude that ordinal reliability alpha provides "consistently suitable estimates of the theoretical reliability, regardless of the magnitude of the theoretical reliability … Of note, there are alternative ways to estimate the reliability of test scores, see e.g., Zinbarg et al. (4). A good review is Bruce Thompson. Score Reliability. …
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1 vote

Maximizing Cronbach alpha to select the number of variables that define a given construct

The reliability of a two-item scale: Pearson, Cronbach, or Spearman-Brown? (International Journal of Public Health 58(4):637-642). … Beware also that using a statistic like "alpha if item is deleted" without cross-validation is proned to over-fitting (the alpha is already a lower bound for reliability, but sample reliability may appear …
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10 votes

Inter-rater reliability using Intra-class correlation with ratings for multiple objects on m...

There is also a complete on-line tutorial on reliability analysis (Robert A. Yaffee) [archived version]. … For theoretical consideration about the mixed-effect approach, please consider reading my answer to this related question: Reliability in Elicitation Exercise. …
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