Evidence map›Paper›PMID 41019274›Full record

ArticleIndian journal of psychiatry2025

Criterion validity, construct validity, and factor analysis: An introductory overview.

P V Indu, K Vidhukumar, Deenu Chacko, Vikas Menon, Sandeep Grover, Snehil Gupta

Abstract read
In one paragraph

Article in Indian journal of psychiatry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed.

  1. Article
  2. Article
  3. Validation for use in Colombia of the EORTC QLQ-THY34 questionnaire to measure quality of life in patients with thyroid cancer.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

P V InduDepartment of Psychiatry, Govt. Medical College, Thiruvananthapuram, Kerala, India.
K VidhukumarDepartment of Psychiatry, Government TD Medical College, Alappuzha, Kerala, India.
Deenu ChackoDepartment of Psychiatry, Government Medical College, Ernakulam, Kerala, India.
Vikas MenonDepartment of Psychiatry, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India.
Sandeep GroverDepartment of Psychiatry, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, India.
Snehil GuptaDepartment of Psychiatry, All India Institute of Medical Sciences (AIIMS), Bhopal, Madhya Pradesh, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This is the fourth and last article in the series on translation, adaptation, or development of a rating scale and its psychometric testing. The focus of this article is on criterion validity, construct validity, and factor analysis. Validity refers to whether the tool measures "what it purports to measure." Content validity, criterion validity, and construct validity are the different types of validity. Content validity was previously discussed in this series. Criterion validity assesses how a new scale correlates with a criterion or "gold standard." Depending on the time of administration of the "gold standard," this can be classified as concurrent or predictive validity. Pearson's correlation coefficient is the measure used to establish criterion validity for continuous variables, while phi coefficient is used for dichotomous ones. Construct validity assesses whether the new tool performs consistently with the theoretical concepts. This can be of two types: convergent and divergent validity, and is estimated using Pearson's correlation coefficient. Factor analysis (FA) is a multivariate technique that evaluates whether several variables are linearly related to a set of factors. It is also a method to assess construct validity. There are two methods of FA: exploratory and confirmatory FA; the steps of exploratory FA are discussed in detail here.

Indexed as

Concurrent and predictive validityconstruct validityconvergent and divergent validitycriterion validityexploratory factor analysisprincipal component analysis

Identifiers

PMID41019274
PMCPMC12468832

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.