Proposal of the Dichotomous STATIS DUAL Method: Software and Application for the Analysis of Dichotomous Data, Applied to the Test of Learning Styles in University Students
Abstract
:1. Introduction
2. Background
2.1. STATIS Methods
2.2. Dichotomous STATIS DUAL
2.2.1. Statistical Analysis
2.2.2. Mathematical Algorithm
3. Results
3.1. Material and Methods
3.2. Interface of the Software
3.3. Commands for the Software
3.4. Results. Example of an Empirical Analysis
4. Discussion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Group | Interval of Ratios | Items Belonging to the Group | Learning Styles | |||
---|---|---|---|---|---|---|
Activist | Reflector | Theorist | Pragmatist | |||
1 | <0.5 | EA3 | 1 | 0 | 0 | 0 |
2 | (0.5, 0.6) | EA25, EA37, EA38, EA48, EA62, EA67, EA72, EA74, EA75, A76, EA77 | 6 | 0 | 1 | 4 |
3 | (0.6, 0.7) | EA5, EA6, EA7, EA13, EA23, EA27, EA28, EA33, EA35, EA39, EA42, EA46, EA47, EA49, EA56, EA58, EA60, EA65, EA68, EA73, EA80 | 6 | 6 | 7 | 4 |
4 | (0.7, 0.8) | EA1, EA4, EA8, EA10, EA11, EA12, EA14, EA15, EA16, EA17, EA18, EA19, EA20, EA21, EA22, EA24, EA26, EA29, EA30, EA31, EA32, EA34, EA36, EA40, EA41, EA43, EA44, EA50, EA51, EA52, EA53, EA54, EA55, EA57, EA59, EA63, EA64, EA69, EA70, EA71, EA78, EA79 | 6 | 14 | 11 | 12 |
5 | >0.8 | EA2, EA61 | 1 | 0 | 1 | 0 |
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Ballesteros-Espinoza, V.I.; Rodríguez-Rosa, M.; Sánchez-García, A.B.; Vicente-Galindo, P. Proposal of the Dichotomous STATIS DUAL Method: Software and Application for the Analysis of Dichotomous Data, Applied to the Test of Learning Styles in University Students. Mathematics 2021, 9, 2797. https://doi.org/10.3390/math9212797
Ballesteros-Espinoza VI, Rodríguez-Rosa M, Sánchez-García AB, Vicente-Galindo P. Proposal of the Dichotomous STATIS DUAL Method: Software and Application for the Analysis of Dichotomous Data, Applied to the Test of Learning Styles in University Students. Mathematics. 2021; 9(21):2797. https://doi.org/10.3390/math9212797
Chicago/Turabian StyleBallesteros-Espinoza, Victoria I., Miguel Rodríguez-Rosa, Ana B. Sánchez-García, and Purificación Vicente-Galindo. 2021. "Proposal of the Dichotomous STATIS DUAL Method: Software and Application for the Analysis of Dichotomous Data, Applied to the Test of Learning Styles in University Students" Mathematics 9, no. 21: 2797. https://doi.org/10.3390/math9212797
APA StyleBallesteros-Espinoza, V. I., Rodríguez-Rosa, M., Sánchez-García, A. B., & Vicente-Galindo, P. (2021). Proposal of the Dichotomous STATIS DUAL Method: Software and Application for the Analysis of Dichotomous Data, Applied to the Test of Learning Styles in University Students. Mathematics, 9(21), 2797. https://doi.org/10.3390/math9212797