IJSMT Journal

International Journal of Science, Strategic Management and Technology

An International, Peer-Reviewed, Open Access Scholarly Journal Indexed in recognized academic databases · DOI via Crossref The journal adheres to established scholarly publishing, peer-review, and research ethics guidelines set by the UGC

ISSN: 3108-1762 (Online)
webp (1)

Plagiarism Passed
Peer reviewed
Open Access

CONSTRUCTION AND PSYCHOMETRIC STANDARDIZATION OF THE MICRO THINKING SKILLS TEST (MTST): A VALIDATED DIAGNOSTIC INSTRUMENT FOR MIDDLE STAGE SCHOOL STUDENTS IN GUJARAT, INDIA

AUTHORS:
Dr. Pranav Desai
Mentor
Dr. Mayur Parmar
Affiliation
Parul Institute of Management and Research (PIMR), Faculty of Management Studies, Parul University, Vadodara – Gujarat – India
CC BY 4.0 License:
This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Abstract

Background: Middle school (Grades 6-8, ages 11-14) is a cognitively critical time in which students move from concrete to formal operational thinking. Despite the explicit instructions given in the National Education Policy 2020 (NEP 2020) for competency based evaluation, there was no psychometrically standardized instrument to measure micro level thinking sub skills at the discrete level in this population in the regional context of Gujarat.


Objectives: To validate the Micro Thinking Skills Test (MTST) a diagnostic instrument in six subscales that has been constructed, developed, evaluated for validity and reliability, and normed.Objective: The Micro Thinking Skills Test (MTST) is a diagnostic instrument in six subscales that has been constructed, developed, validity and reliability tested, and normed.


Methods: The methods used were the nine phase psychometric standardization design. Lawshe's Content Validity Ratio (CVR) with a panel of 12 experts was used for expert content validation. The final item selection was determined by Classical Test Theory (CTT) item analysis. The standardization sample consisted N = 1,200 students (400 students in each grade) selected by Stratified Multi-Stage Cluster Sampling from 35 schools of the study area Anand and Kheda districts in Gujarat. Content (CVI), construct (Exploratory Factor Analysis), and criterion approaches were used to evaluate the validity. Cronbach's alpha, split-half by Spearman-Brown, and two-week test-retest coefficient were used to test for reliability.


Results: The final 72-item MTST exhibited good psychometric characteristics with high overall CVI = 0.87 (content validity), a six-factor EFA solution that explained 60.07% of the total variance, and an r = 0.61 (p < .001) KMO = 0.89 (construct validity) with teacher performance ratings (criterion validity). Internal consistency was very high (Cronbach's α = 0.93) and test-retest reliability, r = 0.87 (p < .001, n = 100, 2-week interval). Mean scores increased significantly across grades (Grade 6: M = 38.72; Grade 7: M = 42.15; Grade 8: M = 45.89; F(2,1197) = 156.84, p < .001, η² = 0.208), confirming developmental sensitivity. There were no significant differences between genders (p = .216). Percentile, stanine and t-scores for each grade were developed.


Conclusions: The MTST is psychometrically sound, meeting international standards of educational diagnostic instruments. It addresses a documented gap in the Indian assessment landscape by offering a valid, reliable and regionally normed sub-skill diagnostic assessment tool for middle school students that facilitates the implementation of the NEP 2020 competency-based assessment goals.

Keywords
Article Metrics
Article Views
40
PDF Downloads
2
HOW TO CITE
APA

MLA

Chicago

Copy

Desai, P. (2026). Construction and Psychometric Standardization of the Micro Thinking Skills Test (MTST): A Validated Diagnostic Instrument for Middle Stage School Students in Gujarat, India. International Journal of Science, Strategic Management and Technology, 02(05). https://doi.org/10.55041/ijsmt.v2i5.385

Desai, Pranav. "Construction and Psychometric Standardization of the Micro Thinking Skills Test (MTST): A Validated Diagnostic Instrument for Middle Stage School Students in Gujarat, India." International Journal of Science, Strategic Management and Technology, vol. 02, no. 05, 2026, pp. . doi:https://doi.org/10.55041/ijsmt.v2i5.385.

Desai, Pranav. "Construction and Psychometric Standardization of the Micro Thinking Skills Test (MTST): A Validated Diagnostic Instrument for Middle Stage School Students in Gujarat, India." International Journal of Science, Strategic Management and Technology 02, no. 05 (2026). https://doi.org/https://doi.org/10.55041/ijsmt.v2i5.385.

References
1.Anderson, L. W., & Krathwohl, D. R. (Eds.). (2001). A taxonomy for learning, teaching, and assessing: A revision of Bloom's educational objectives. Longman.

2.Anastasi, A., & Urbina, S. (1997). Psychological testing (7th ed.). Prentice Hall.

3.Bhatia, C. M. (1955). Performance tests of intelligence under Indian conditions. Oxford University Press.

4.Ennis, R. H. (1985). A logical basis for measuring critical thinking skills. Educational Leadership, 43(2), 44–48.

5.Facione, P. A. (1990). Critical thinking: A statement of expert consensus — The Delphi Report. American Philosophical Association.

6.Gregory, R. J. (2013). Psychological testing: History, principles, and applications (7th ed.). Pearson.

7.Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis (7th ed.). Pearson.

8.Halpern, D. F. (2003). Thought and knowledge: An introduction to critical thinking (4th ed.). Lawrence Erlbaum.

9.IBM Corp. (2022). IBM SPSS Statistics for Windows, Version 26.0. IBM Corp.

10.Lawshe, C. H. (1975). A quantitative approach to content validity. Personnel Psychology, 28(4), 563–575.

 
Ethics and Compliance
✓ All ethical standards met
This article has undergone plagiarism screening and double-blind peer review. Editorial policies have been followed. Authors retain copyright under CC BY-NC 4.0 license. The research complies with ethical standards and institutional guidelines.
Indexed In
Similar Articles
Anesthesia Detection System
string(15) "C Karthick Raja" Raja, C. K.
(2026)
DOI: 10.55041/ijsmt.v2i5.146
Emerging Polymeric Nanogel Systems of Butea Monosperma: Mechanistic Insights and Translational Prospects in Cutaneous Regeneration
string(12) "Anjali Gupta" Gupta, A.et al.
(2026)
DOI: 10.55041/ijsmt.v2i5.360
Design of a 4-Bit Magnitude Comparator Based on Passs Transistor, Transmission Gate and Conventional CMOS Logic
string(9) "K. Harika" Harika, K.et al.
(2026)
DOI: 10.55041/ijsmt.v2i4.229
Scroll to Top