Contenido principal del artículo

José Hernando ÁVILA-TOSCANO
Universidad del Atlántico
Colombia
https://orcid.org/0000-0002-2913-1528
Biografía
Lauren Carolina CHIQUILLO-ARRIETA
Colegio de María Auxiliadora de Barranquilla
Colombia
https://orcid.org/0009-0005-5267-1062
Biografía
Leonardo José VARGAS-DELGADO
Universidad del Atlántico
Colombia
https://orcid.org/0000-0002-9014-1418
Biografía
Kevin José GOENAGA-PINEDA
Universidade Federal de Sao Carlos
Brasil
https://orcid.org/0009-0008-8738-1489
Biografía
Vol. 12 Núm. 2 (2025), Artículos, Páginas Artículo e12372

DOI:

https://doi.org/10.17979/reipe.2025.12.2.12372
Recibido: 25-06-2025 Publicado: 29-12-2025
Derechos de autor Cómo citar

Resumen

La participación oral en clases refleja compromiso académico, pero disminuye ante contenidos desafiantes como la estadística, frecuentemente vinculada con ansiedad estudiantil. Este estudio modeló la relación entre ansiedad por pedir ayuda en clase de estadística y participación oral, considerando el papel del aprendizaje afectivo hacia el contenido y el docente, la calificación por participar y variables sociodemográficas. Se evaluó a 721 escolares colombianos (383 mujeres) de secundaria (42.7%) y bachillerato (57.3%), aplicando modelos de regresión cuantílica. Los resultados mostraron que la ansiedad inhibe la participación oral, mientras que el afecto por el contenido de la asignatura la estimula. Aunque no se hallaron efectos moderadores explícitos, el impacto de la ansiedad variaba según el nivel de afecto por los contenidos. Las calificaciones no incentivaron la participación, que sí difirió según el género y la edad. Lo hallazgos resaltan la importancia de diseñar estrategias pedagógicas que incluyan el aprendizaje afectivo para reducir la ansiedad estadística y fomentar la participación en clase. 

Descargas

Los datos de descarga aún no están disponibles.

Detalles del artículo

Referencias

ANDERSEN, Janis (1979). Teacher immediacy as a predictor of teaching effectiveness. Annals of the International Communication Association, 3(1), 543-559. https://doi.org/10.1080/23808985.1979.11923782

AZEEZ, Israa (2023). Oral participation in class, problems, and solutions. Cihan University-Erbil Journal of Humanities and Social Sciences, 7(1), 126-131. https://doi.org/10.24086/cuejhss.v7n1y2023.pp126-131

BATANERO, Carmen (2019). Statistical sense in the information society. In Klinge Villalba-Condori; Agustín Adúriz-Bravo; Francisco García-Peñalvo; & Jari Lavonen (Eds.), Actas del Congreso Internacional sobre Educación y Tecnología en Ciencias (pp. 28-37). http://ceur-ws.org/Vol-2555/

BEKKERING, Ernst; & WARD, Ted (2021). Class participation and student performance: A follow-up study. Information Systems Education Journal, 19(4), 77-91. https://eric.ed.gov/?id=EJ1310042

BERGEY, Bradley (2023). To ask or not to ask? A dynamic systems perspective on help seeking in an introductory statistics classroom. The Journal of Experimental Education, 92(2), 336-358. https://doi.org/10.1080/00220973.2023.2183932

CHEW, Peter; DILLON, Denise (2014). Statistics anxiety update: Refining the construct and recommendations for a new research agenda. Perspectives on Psychological Science, 9(2), 196-208. https://doi.org/10.1177/1745691613518077

CHIESI, Francesca; PRIMI, Caterina; & CARMONA, José (2011). Measuring statistics anxiety: Cross-country validity of the Statistical Anxiety Scale (SAS). Journal of psychoeducational assessment, 29(6), 559-569. https://doi.org/10.1177/0734282911404985

CHIN, Christine; & OSBORNE, Jonathan (2008) Students' questions: a potential resource for teaching and learning science. Studies in Science Education, 44(1), 1-39. https://doi.org/10.1080/03057260701828101

DOGAN, Fatma., & YUCEL-TOY, Banu (2021). Students’ question asking process: a model based on the perceptions of elementary school students and teachers. Asia Pacific Journal of Education, 42(4), 786-801. https://doi.org/10.1080/02188791.2021.1873104

FABER, Günter; DREXLER, Heiker; STAPPERT, Alexander; & EICHHORN, Joana (2018). Education science students’ statistics anxiety: Developing and analyzing a scale for measuring their worry, avoidance, and emotionality cognitions. International Journal of Educational Psychology, 7(3), 248-285. https://doi.org/10.17583/ijep.2018.3340

FARACI, Palmira; & MALLUZZO, Gaia (2024). Psychometric properties of Statistics Anxiety Measures: A systematic review. Educational Psychology Review, 36(2), 1-39. https://doi.org/10.1007/s10648-024-09897-8

FREDRICKS, Jennifer; FILSECKER, Michael; & LAWSON, Michael (2016). Student engagement, context, and adjustment: Addressing definitional, measurement, and methodological issues. Learning and instruction, 43, 1-4. https://doi.org/10.1016/j.learninstruc.2016.02.002

FRISBY, Brandi; & MARTIN, Matthew (2010) Instructor-Student and Student-Student rapport in the classroom. Communication Education, 59(2), 146-164. https://doi.org/10.1080/03634520903564362

FRISBY, Brandy; & MYERS, Scott (2008). The relationships among perceived instructor rapport, student participation, and student learning outcomes. Texas Speech Communication Journal, 33, 27-34. https://goo.su/B9gW0

FRYMIER, Ann (1994). A model of immediacy in the classroom. Communication Quarterly, 42(2), 133-144. https://doi.org/10.1080/01463379409369922

FRYMIER, Ann (2007). Teachers’ and students’ goals in the teaching learning process. Paper presented at the annual meeting of the National Communication Association.

FRYMIER, Ann; & HOUSER, Marian (2016). The role of oral participation in student engagement. Communication Education, 65(1), 83-104. https://www.doi.org/10.1080/03634523.2015.1066019

KAMRAN, Farrukh; AFZAL, Ayesha; & RAFIQ, Shahid (2022). Teachers’ behavior influencing the classroom participation of university students. Journal of Social Research Development, 3(2), 173-192. https://doi.org/10.53664/jsrd/03-02-2022-05-173-192

KENNY, David (2024). Measuring Model Fit. https://davidakenny.net/cm/fit.htm

KOENKER, Roger (2005). Quantile Regression. Cambridge University Press.

https://doi.org/10.1017/CBO9780511754098

KOROLKIEWICZ, Malgorzata; FEWSTER-YOUNG, Nick; MRMOLEJO-RAMOS, Fernando; GABRIEL, Florence; KARIUKI, Pamela; LÓPEZ, Jorge; MARRONE, Rebecca; MILES, Andrews; & RUIZ-RUANO, Ana (2025). Fear of the unknown: Relationship between statistics anxiety and attitudes toward statistics of university students in three countries. Teaching Statistics, 47(1), 17-38. https://doi.org/10.1111/test.12381

MCCROSKEY, James (1994). Assessment of affect toward communication and affect toward instruction in communication. In Sherwyn Morreale & Megan Brooks (Eds.), SCA Summer Conference Proceedings and Prepared Remarks: Assessing College Student Competence in Speech Communication. (pp. 56-71). Speech Communication Association. https://www.jamescmccroskey.com/publications/bookc.htm

MENDES, Renata; LOXTON, Natalie; BROWNING, Nicholas; & Lawrence, Rebecca (2025). The effect of psychological interventions on statistics anxiety, statistics self-efficacy, and attitudes toward statistics in university students: A systematic review. Educational Psychology Review, 37(3). https://doi.org/10.1007/s10648-024-09979-7

MENDES, Renata; LOXTON, Nataliee; STUART, Jaimee; O'DONNELL, Alexander; & STAINER, Mattew (2024). Statistics anxiety or statistics fear? A reinforcement sensitivity theory perspective on psychology students’ statistics anxiety, attitudes, and self-efficacy. European Journal of Psychology of Education, 39, 2461-2480. https://doi.org/10.1007/s10212-024-00802-z

MÜLLER-KUHN, Daniela; HERZIG, Pascale; HÄBIG, Julia; & ZALA-MEZÖ, Enikö (2021). Student participation in everyday school life - Linking different perspectives. Zeitschrift für Bildungsforschung / Journal of Research on Education, 11, 35-53. https://doi.org/10.1007/s35834-021-00296-5

MUNDELSEE, Lukas; & JURKOWSKI, Sussane (2021). Think and pair before share: Effects of collaboration on students' in-class participation. Learning and Individual Differences, 88, 102015. https://doi.org/10.1016/j.lindif.2021.102015

MUNDT, Elisabeth; & HÄNZE, Martin (2023). Course characteristics influencing students’ oral participation in higher education. Learning Environments Research, 26(2), 427-444. https://doi.org/10.1007/s10984-022-09437-7

NURI, Bulan., & MARSIGIT (2019). The reluctance of students to ask in mathematics learning: How does the teacher solve it? Journal of Physics: Conference Series, 1320, 012069. https://doi.org/10.1088/1742-6596/1320/1/012069

O’BRYANT, Monique; NATESAN, Prathiba; & ONWUEGBUZIE, Anthony (2021). Validation of an adapted version of the Statistical Anxiety Scale in english and its relationship to attitudes toward statistics. Sage Open, 11(1). https://doi.org/10.1177/21582440211001378

ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT (2013). Synergies for better learning: An international perspective on evaluation and assessment. OECD Publishing. https://www.doi.org/10.1787/9789264190658-en

PEIRÓ-SIGNES, Ángel; TRULL, Óscar; SEGARRA-OÑA, Marival; & GARCÍA-DÍAZ, J. Carlos (2021). Anxiety towards statistics and its relationship with students’ attitudes and learning approach. Behavioral Sciences, 11(3), 32. https://doi.org/10.3390/bs11030032

PETSCHER, Yaacov; & LOGAN, Jessica (2014). Quantile regression in the study of developmental sciences. Child Development, 85(3), 861-881. https://doi.org/10.1111/cdev.12190

ROCCA, Kelly. (2010). Student Participation in the College Classroom: An Extended Multidisciplinary Literature Review. Communication Education, 59(2), 185-213. https://doi.org/10.1080/03634520903505936

SEDLÁČEK, Martin; & ŠEĎOVA, Klára (2020). Are student engagement and peer relationships connected to student participation in classroom talk? Learning, Culture and Social Interaction, 26, 100411. https://doi.org/10.1016/j.lcsi.2020.100411

SHI, M; & TAN, Cheng (2020). Beyond oral participation: A typology of student engagement in classroom discussions. New Zealand Journal of Educational Studies 55, 247-265. https://doi.org/10.1007/s40841-020-00166-0

TRASSI, Angelica., LEONARD, Sophie., RODRIGUES, Larissa., RODAS, José., & SANTOS, Flávia (2022). Mediating factors of statistics anxiety in university students: A systematic review and meta-analysis. Annals of the New York Academy of Sciences, 1512(1), 76-97. https://doi.org/10.1111/nyas.14746

VIGIL-COLET, Andreu; LORENZO-SEVA, Urbano; & CONDON, Lorena (2008). Development and validation of the statistical anxiety scale. Psicothema, 20, 174-186. https://pubmed.ncbi.nlm.nih.gov/18206081/

WANG, Chifei (2023). Answer Me! factors affecting students’ propensity to ask questions in class and how stimuli polish student questioning. Lecture Notes in Education Psychology and Public Media, 23, 133-146. https://doi.org/10.54254/2753-7048/23/20230416

WESTPHAL, Andrea; HOFERICHTER, Clara; & VOCK, Miriam (2025). What does it take for students to value grades for oral participation? Transparency is key. Frontiers in Education, 10, 1522695. https://doi.org/10.3389/feduc.2025.1522695

WILLIAMS, Amanda (2015). Statistics anxiety and worry: the roles of worry beliefs, negative problem orientation, and cognitive avoidance. Statistics Education Research Journal, 14(2), 53-75. https://doi.org/10.52041/serj.v14i2.261

WONG, Zi; & LIEM, Gregory (2022). Student engagement: Current state of the construct, conceptual refinement, and future research directions. Educational Psychology Review, 34(1), 107-138. https://doi.org/10.1007/s10648-021-09628-3

XIE, Fei; & Derakhshan, Ali (2021). A conceptual review of positive teacher interpersonal communication behaviors in the instructional context. Frontiers in Psychology, 12, Artículo 708490. https://doi.org/10.3389/fpsyg.2021.708490