Contido principal do artigo

José Hernando ÁVILA-TOSCANO
Universidad del Atlántico
Colômbia
https://orcid.org/0000-0002-2913-1528
Biografía
Lauren Carolina CHIQUILLO-ARRIETA
Colegio de María Auxiliadora de Barranquilla
Colômbia
https://orcid.org/0009-0005-5267-1062
Biografía
Leonardo José VARGAS-DELGADO
Universidad del Atlántico
Colômbia
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 N.º 2 (2025), Artigos, Páxinas Artículo e12372

DOI:

https://doi.org/10.17979/reipe.2025.12.2.12372
Recibido: 25-06-2025 Publicado: 29-12-2025
Direitos de Autor Como Citar

Resumo

A participação oral nas aulas reflete o compromisso académico, mas diminui diante de conteúdos desafiadores como a estatística, frequentemente associada à ansiedade dos alunos. Este estudo modelou a relação entre a ansiedade em pedir ajuda nas aulas de estatística e a participação oral, considerando o papel da aprendizagem afetiva em relação ao conteúdo e ao professor, a nota pela participação e variáveis sociodemográficas. Foram avaliados 721 estudantes colombianos (383 mulheres) do ensino secundário (42,7%) e do ensino médio (57,3%), aplicando modelos de regressão quantílica. Os resultados mostraram que a ansiedade inibe a participação oral, enquanto o afeto pelo conteúdo da disciplina a estimula. Embora não tenham sido encontrados efeitos moderadores explícitos, o impacto da ansiedade variava de acordo com o nível de afeto pelo conteúdo. As notas não incentivaram a participação, que diferiu de acordo com o género e a idade. Os resultados destacam a importância de projetar estratégias pedagógicas que incluam a aprendizagem afetiva para reduzir a ansiedade estatística e incentivar a participação em sala de aula.

Downloads

Os dados de download ainda não estão disponíveis.

Detalles do artigo

Referências

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