An instrument is valid if it measures what it purports to measure. This is different from reliability, which means that an instrument measures (whatever it measures) in a way that is repeatable. DO NOT use this tag for `validation` model purposes.

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Analyzing Y using multiple X values from same column?

I have a question regarding the validity of the approach I am considering to look for relationships in the data I am interesting in collecting. The goal of the analysis is to see if the Y variable (a ...
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26 views

Validity of pre-established scale when dropping item as suggested by CFA

During my CFA I was forced to eliminate one item from the market orientation scale (well-established scale) due to poor loading which reduces the model fit. My PhD examiners asked me to explain the ...
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Construct validity via SEM

It's often seen that convergent and divergent validity of a construct is checked via manifest correlations. I asked myself if such an approach can be replaced by testing a whole SEM containing the ...
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8 views

Discriminant Validity of Model

How can I assess the discriminant validity of the constructs in SAS or SPSS? I don't know how to run AMOS. Also, Do I have to check discriminant validity of only dependent variables or also of ...
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how to calculate Validity in SPSS

I have altered only one item in an already developed n reliable scale. the item is altered because one of the word used in that was not our culture suitable. how may I calculate the validity of that ...
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15 views

Convergent and discriminant validity test

With reference to this model: I did Pilot study and trying report on convergent and discriminant validity of my research instrument - questionnaire. However, it does not work well when I am doing ...
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38 views

What's an intuitive way to explain the different types of validity?

Specifically I'm thinking of a simplified division whereby validity is divided into: Construct validity 1a. Convergent validity 1b. Discriminant validity Criterion related validity 2a. Predictive ...
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convergent and discriminant validity test

Is it correct to do convergent and discriminant validity test (factor analysis, KMO, Pattern Matrix) of my research instrument only on independent variables? I use TAM in my study and found, that it ...
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Any other way to report convergent and discriminant validity of the instrument?

After Cronbach test on data received from answering to questionnaire that is available under the link: ...
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Looking for a “(numerical) reliability index” for computed Bhattacharyya distances

The Bhattacharyya distance $D_B$ between two distributions $p_1$, $p_2$ is given by $$ D_B(p_1, p_2) = \frac{1}{8} (\mu_1 - \mu_2)^T \Sigma^{-1} (\mu_1 - \mu_2) + \frac{1}{2}\log\frac{\det ...
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171 views

Cronbach's Alpha in Pilot Study: do I need to eliminate items if alpha is already > 0.7

In the Pilot Study, I am trying to confirm reliability of my scales: I'm performing Cronbach’s alpha test on 5 items that represent one construct of my research model (IV). I'm receiving α = .710 ...
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16 views

The differences between criterion validity and operational validity

In some psychological articles, I have seen the term "operational validity". It is often used instead of "criterion validity". What are the differences between these two concepts?
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How to test the inter-rater reliability of a nominal coding process that generates ordinal data?

A researcher studying hunger on a tropical island asks respondents, "What did you eat for lunch yesterday?" and the possible choices are "(4) Nothing; (3) a banana; (2) an unripe coconut; (1) a ripe ...
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26 views

Where I can find resources to learn how to calculate the sample size representativeness, and realiability and validity of questionnaires?

I'm totally newbie in psychometrics but starting from a research paper with full data I would like to understand: how to calculate if the sample size is representative; how to calculate reliability ...
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1answer
27 views

An invalid questionnare with valid resultant scores?

In what situation, a questionnaire could be invalid but its resultant scores could be valid? I received a comment from a journal article reviewer that says: In keeping with the preferred ...
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24 views

Is a representative sample necessary to assess construct validity?

To generalize results to a greater population, a representative sample is necessary. In developing a psychometrically valid instrument, via confirmatory factor analysis or item response theory, we are ...
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84 views

Examining Validity and Reliability of a new questionnaire (Likert scale)

I need to examine the psychometric properties of a newly developed questionnaire. There are 22 items with a 5-point Likert Scale. The designed questionnaire includes two main scales. How do I ...
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98 views

How high is too high with Cronbach's alpha?

Someone in my organization just sent me a scale they developed (modified items from five separate scales used in published research) to measure an employee's readiness for change. They tested the ...
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28 views

Is this method of arriving at a statistic valid?

The following is an excerpt from an article about gender bias : Overall, 34 per cent of respondents readily admitted that their family preferred having more boys. Given the sensitive nature of ...
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22 views

Validity in IRT Style

From my reading, I found that IRT generally provides more sophisticated information. Therefore, in regards of unidimensional 3PL IRT model, how should I report the finding about validity in ...
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38 views

How can you judge the statistical confidence and validity of output from a multi arm bandit algorithm like UCB1

To say something about the validity of outcomes in frequentist statistics we have concepts like significance levels and statistical power and in Bayesian analytics we have credible intervals. In a ...
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Validity of combining surveys and sociodemographics to estimate miles walked in census tracts

I ran across this paper that describes an interesting approach to combining survey and sociodemographic data: Salon. Estimating Total Miles Walked and Biked by Census Tract in California. State of ...
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1answer
89 views

Is 0.40 Alpha score (KR-20) acceptable for a true-false test?

I have 10 true-false-Idont know test items. I codded correct responses as 1, incorrect ones and dont knows as 0. I got 0.40 alpha score (or KR-20). Do you think that this score is acceptable for such ...
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68 views

EFA or CFA for validity

I need to test validity of measurement scales in my survey. 1) Is it true that both can be used to test measurement validity? 2) Or there are some types of validity that can be tested with EFA and ...
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50 views

Discriminant validity testing

I am required to assess the discriminant validity of the constructs in my model. I have used the Fornell and Larcker (1982) method, however I now need to explore discriminant validity using the ...
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What conclusion can be reached when failing at validating a scale?

I developed a personality test which resulted with a high internal consistency but without factorial validity (construct). I know that the first conclusion which can be drawn is that the test was ...
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120 views

How to measure construct validity?

I recently received feedback from a journal (in education) that "The idea that you can assess construct validity through a factor analysis is inconsistent with how we usually think about validity in ...
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25 views

Factor analysis without theoretical congruence

I've been working with certain personality theory, which I'm trying to measure in a sample of students. It's a foreign theory, so I created an instrument for my specific population. I got a Cronbach's ...
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Choosing between two scales

I am investigating a scale of consumer ethnocentrism - CETSCALE. I do not have much knowledge in econometrics, scales, etc., however: a) research papers report that the standard 17-item scale is ...
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53 views

Statistical significance of cluster validity

Hi I m working on a unsupervised problem to partition my dataset. I have access to the class labels for this dataset. Now I am trying to use Jaccard coefficient to compute correlation between cluster ...
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23 views

Calculate Cronbach's alpha over test set or over test time?

Reviewers have requested me to calculate Cronbach's alpha for tests I administered during an experiment. There are two ways I can do it (at least), and I'm wondering which is more appropriate. ...
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60 views

households survey data - determine 'valid' product categories

I'm working with household survey data where households report their expenditure for various products. The goal is to look into income elasticities for various products thus in essence I'm interested ...
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278 views

Covariance between factors in CFA (Amos)

I ran a Confirmatory Factor Analysis (CFA) in Amos and obtained a model with high covariance between the factors. James described this covariance in his video as alarming. What can I do to tackle ...
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150 views

Evaluation measures of overlapping clustering

I have a dataset of Facebook users and a set of different clustering algorithms. The project goal is to draw up a rank between these algorithms in order to understand which of them are the good ones. ...
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68 views

Validity of a statistical procedure to calculate an odds ratio for a Fisher's exact test?

I am trying to determine whether this is a valid statistical procedure. I have ~1000 samples, and each sample has around 1-500 data points. Each data point consists of two fractions (value1 and ...
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47 views

Selection Bias with Groups

I have conducted a pre-post test study with a set of 20 participants. There were two independent variables and therefore 4 groups of 5 participants each. The experiment took place in a classroom and ...
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329 views

Identification of useless questions from a questionnaire

I'm developing a questionnaire. To improve its reliability and validity I want to use statistical methods. I want to eliminate questions whose answers are always the same. This means that nearly all ...
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961 views

If a measure is valid (but not necesarily reliable), can it be consistently replicated?

I had this question on an exam, and I was positive that the answer was A. The Beck Depression Inventory is a scale intended to measure depression levels, with higher scores indicative of higher ...
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Small data set and validity of Multilevel Regression results

I want to estimate a hierarchical multilevel regression (two levels). My data set is fairly small: 25 groups and 255 individual observations distributed unequally among groups (group member size ...
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113 views

Do reliability and construct validity have same technical(statistical) assumptions?

It appears that reliability and construct validity have a similar backing in terms of statistics. Is it true ?
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423 views

CFA Fit Measure Thresholds for New Scales

A well established questionnaire measuring interpersonal relations is modified to measure interorganizational relations. 11 parameters of the relation are determined by 4 items each. Items are removed ...
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156 views

Can we use CFA (confirmatory factor analysis) to ascertain validity coefficient?

Validity coefficient is an important measure for test development especially in psychology and sociology wherein we have too indirect measurements. Perhaps we have different ways to know its size.
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What is the difference between reliability and validity?

A test should be designed in a manner to get valid information. Is there any relevance of reliability in constructing a test?.
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400 views

How does reliability and validity affect the results (descriptive statistics)?

Okay, I think this might be a stupid question but I just can't quite seem to get there. I understand what reliability and validity is, but I don't understand just what I should do with it when looking ...
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1answer
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Validity Index Pseudo F for K-Means Clustering

The Validity Index "Pseudo F" is described as: (between-cluster-sum-of-squares / (c-1)) / (within-cluster-sum-of-squares / (n-c)) with c beeing the number of clusters and n beeing the number of ...
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64 views

Is this a valid test?

I have 5000 cases vs 5000 controls with positive/negative outcome. chi.test shows no significance for this data. I get significance when subsetting cases on VarX, ...
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512 views

Doing CFA on a known theoretical model, but having problems with convergent and discriminant validity

I did a survey based on the UTAUT model / theory with standard questions used. The N was 150. I am trying to validate the model for my survey with structural equation modeling (via the AMOS software). ...
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35 views

how to compare partial ratings of a set of data by different groups of participants?

So lets say I have N items and I want to rate their relevance (say on a 5-point likert scale: 1 being least and 5 being most relevant) to the "perception of beauty" and I have M number of ...
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94 views

What is validity of an inference procedure?

What is validity of an inference procedure? The inference procedure can be point estimator, confidence interval, or a testing rule. I saw "validity" in Diggle et al's Longitudinal Data Analysis: ...
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How can reliability and validity of content analysis be quantified when there is only one person coding the data?

How can reliability and validity of content analysis be quantified when there is only one person coding the data?