Test performance or general average?
Some questions about measuring academic performance in research
Introduction: Academic performance (AP) is a relevant subject in educational research, but its operationalization is still subject to controversy since there is no unified opinion on considering weighted average (WA) or test performance (TP) as a measure of ap in research, especially with situation-dependent constructs such as test anxiety (TA).
Objective: The objective was to analyze empirical equivalence between WA and TP.
Method: 115 psychology students from a private university with ages between 18 and 31 (M = 22,704; SD = 3,126) belonging to three different academic cycles participated. They were evaluated with the State-Test Anxiety Inventory, also considering test scores and weighted averages of each student. Regarding data analysis, bivariate correlations between tp and wa (rTP-WA) were implemented. Subsequently, the rTP-WA observed in different cycles were compared. Finally, we analyzed differences between ta-tp (rTA-TP) and TA-WA (rTA-WA) correlations observed in each cycle. All analyses were complemented with a magnitude measure of the effect.
Results: The correlation between TP and WA is of low magnitude, and the differences found between correlations were not statistically significant.
Conclusions: It is not convenient to consider TP and WA as equivalent in the context of studies with situation-dependent variables. The importance of overcoming the limitations observed in this study was suggested.
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Aiken, L. (1996). Tests psicológicos y evaluación (8a Ed.). Ciudad de México: Prentice Hall.
Akram, R. y Mahmood, N. (2010). The relationship between test anxiety and academic achievement. Bulletin of Education and Research, 32(2), 63-74.
Araki, N., Iwawaki, S. y Spielberger, C. D. (1992). Construction and validation of a Japanese adaptation of: the Test Anxiety Inventory. Anxiety, Stress and Coping: An International Journal, 5, 217-224. doi: 10.1080/10615809208249523
Ato, M., López, J. y Benavente, A. (2013). Un sistema de clasificación de los diseños de investigación en psicología. Anales de Psicología, 29(3), 1038-1059. doi: 10.6018/analesps.29.3.178511
Barrero, J., Garzón, G. y Gómez, Ó. (2013). Variables asociadas con el fenómeno de la deserción de los estudiantes en la Fundación Universitaria Konrad Lorenz. Pensando Psicología, 9(16), 55-68. doi: 10.16925/pe.v9i16.617
Cassady, J. C. y Johnson, R. E. (2001). Cogntive test anxiety and academic performance. Contemporary Educational Psychology, 27, 270-295. doi: 10.1006/ceps.2001.1094
Chapell, M. S., Blanding, Z. B., Silverstein, M. E., Takahashi, M., Newman, B., Gubi, A. y McCann, N. (2005). Test anxiety and academic performance in undergraduate and graduate students. Journal of Educational Psychology, 97(2), 268-274. doi: 10.1037/0022-0663.97.2.268
Cohen, J. (1992). A power primer. Psychological Bulletin, 112(1), 155-159.
Cortada de Kohan, N. (1999). Teorías psicométricas y construcción de tests. Buenos Aires: Lugar Editorial.
Domínguez-Lara, S. (2016a). Inventario de la Ansiedad ante Exámenes-Estado: análisis preliminar de validez y confiabilidad en universitarios de Lima. Liberabit, 22(2), 219-228.
Domínguez-Lara, S. (2016b). Sobre el uso de la prueba de significación de la hipótesis nula en la investigación psicológica. Cultura, 30, 141-150.
Domínguez-Lara, S., Calderón-de la Cruz, G., Alarcón-Parco, D. y Navarro-Loli, J. (en prensa). Relación entre ansiedad ante exámenes y rendimiento en exámenes en universitarios: análisis preliminar de la diferencia según asignatura. Revista Digital de Investigación en Docencia Universitaria.
DordiNejad, F., Hakimi, H., Ashouri, M., Dehghani, M., Zeinali, Z., Daghighi, M. y Bahrami, N. (2011). On the relationship between test anxiety and academic performance. Procedia, Social and Behavioral Sciences, 15, 3774-3778. doi: 10.1016/j.sbspro.2011.04.372
Edel, R. (2003). El rendimiento académico: concepto, investigación y desarrollo. Revista Electrónica Iberoamericana sobre Calidad, Eficacia y Cambio en Educacion, 1(2), 1-15.
Ferguson, C. J. (2009). An effect size primer: a guide for clinicians and researchers. Professional Psychology: Research and Practice, 40(5), 532-538. doi: 10.1037/a0015808
Jiménez, M. (1994). Competencia social: intervención preventiva en la escuela. Infancia y Sociedad, 24, 21-48.
Khalaila, R. (2015). Relationship between academic self-concept, instrinsic motivation, test anxiety, and academic achievement among nursing students: Mediating and moderating effects. Nurse Education Today, 35, 432- 438. doi: 10.1016/j.nedt.2014.11.001
Paul, S. R. (1989). Test for the equality of several correlation coefficients. The Canadian Journal of Statistics, 17(2), 217-227. doi: 10.2307/3314850
Pizarro, R., Clark, L. y Allen, M. (1987). El ambiente educativo en el hogar. Diálogos Educacionales, 9, 66-83.
Sánchez-Rosas, J., Takaya, P. B. y Molinari, A. V. (2016). The Role of Teacher Behavior, Motivation and Emotion in Predicting Academic Social Participation in Class. Pensando Psicología, 12(19), 39-53. doi: 10.16925/pe.v12i19.1327
Seipp, B. (1991). Anxiety and academic performance: a meta-analysis of finding. Anxiety Research, 4(1), 27-41. doi: 10.1080/08917779108248762
Shakir, M. (2014). Academic anxiety as a correlate of academic achievement. Journal of Education and Practice, 5(10), 1-9.
Silver, N. C., Ullman, J. R. y Picker, C. (2015). compcor: A computer program for comparing correlations using confidence intervals. Psychology and Cognitive Sciences, 1, 26-28. doi: 10.17140/PCSOJ-1-104
Silver, N. C. y Merino-Soto, C. (2016). Programas informáticos para comparaciones entre correlaciones: Muestras independientes. Revista Digital de Investigación en Docencia Universitaria, 10(1), 28-33. doi: 10.19083/ridu.2016.461
Silver, N. C., Zaikina, H., Hittner, J. B. y May, K. (2008). incor: A computer program for testing differences among independent correlations. Molecular Ecology Resources, 8(4), 763-764. doi: 10.1111/j.1755-0998.2008.02107.x
Spielberger, C. D. (1980). Tensión y Ansiedad. Ciudad de México: Harla.
Spielberger, C. D. y Vagg, P. (1995). Test Anxiety. A transactional process. En C. Spielberger y P. Vagg (Eds.), Test Anxiety: Theory, assessment and treatment (pp. 3-14). Washington: Taylor & Francis.
Tooranposhti, M. G. (2011). A new approach for test anxiety treatment, academic achievement and met cognition. International Journal of Information and Education Technology, 1(3), 221-230. doi: 10.7763/IJIET.2011. V1.36
Vázquez, S. M., Noriega, M. y García, S. M. (2013). Relaciones entre rendimiento académico, competencia espacial, estilos de aprendizaje y deserción. Revista electrónica de investigación educativa, 15(1), 29-44.
Vázquez, S. y Daura, F. (2013). Auto-regulación del aprendizaje y rendimiento académico. Estudios pedagógicos (Valdivia), 39(1), 305-324. doi: 10.4067/S0718-07052013000100018




