Counseling Students’ Attitudes toward Statistics
DOI:
https://doi.org/10.15359/ree.19-1.2Keywords:
Attitudes toward Statistics, Statistics training, Survey of Attitudes toward Statistics, counseling, students.Abstract
This paper presents the findings of a study aimed at analyzing the attitudes toward Statistics of a sample of 223 Counseling students, as well as identifying possible attitude differences by socio-demographic characteristics and prior training in Statistics. Based on a cross-sectional design, data was collected using SATS (Survey of Attitudes toward Statistics), which includes four components (affective, cognitive competence, value and difficulty), as well as several questions on the participants’ socio-demographic characteristics and prior Statistics training. Results show a positive attitude toward Statistics among students, both overall and by component. No significant attitude differences were found by socio-demographic characteristics. On the contrary, significant differences were detected according to prior Statistics training, with trained students showing more positive attitudes than untrained ones. Obtained findings confirm the relevance of including a course in Descriptive Statistics as part of the training of Counseling professionals, as well as the need to analyze the statistical contents included in other courses of the curriculum.References
Auzmendi, E. (1992). Las actitudes hacia la matemática-estadística en las enseñanzas medias y universitaria. Bilbao: Ediciones Mensajero.
Batanero, C. (2002). Los retos de la cultura estadística. Conferencia inaugural presentada en las Jornadas Interamericanas de Enseñanza de la Estadística. Buenos Aires. Recuperado de http://www.ugr.es/~batanero/ARTICULOS/CULTURA.pdf
Carmona, J. (mayo, 2004). Una revisión de las evidencias de fiabilidad y validez de los cuestionarios de actitudes y ansiedad hacia la estadística. Statistics Education Research Journal, 3(1), 5-28. Recuperado de https://www.stat.auckland.ac.nz/~iase/serj/SERJ3(1)_marquez.pdf
Cazorla, I. M., Silva da, C. B., Vendramini, C. A y Brito, M. R. F. (setiembre, 1999). Adaptação e validação de uma escala de attitudes em relação à estatística [Adaptación y validación de una escala de actitudes hacia la estadística]. Trabajo presentado en la Conferência Internacional: Experiências e expectativas do Ensino da Estatística (pp. 45-58). Florianópolis, Brasil. Recuperado de http://www.inf.ufsc.br/cee/pasta1/art5.html
Escalante, E., Repetto, A. M. y Mattinello, G. (2012). Exploración y análisis de la actitud hacia la estadística en alumnos de psicología. Liberabit. Revista de Psicología, 18(1), 15-26. Recuperado de http://www.redalyc.org/articulo.oa?id=68623931003
Estrada, A. (2007). Actitudes hacia la estadística: Un estudio con profesores de educación primaria en formación y en ejercicio. En M. Camacho, P. Flores y M. P. Bolea (Eds.), Investigación en educación matemática (pp. 121-140). Tenerife: SEIEM. Recuperado de http://funes.uniandes.edu.co/1248/1/Estrada2008Actitudes_SEIEM_121.pdf
Estrada, A., Batanero, C. y Fortuny, J. M. (2004). Un estudio comparado de las actitudes hacia la estadística en profesores en formación y en ejercicio. Enseñanza de las ciencias: Revista de investigación y experiencias didácticas, 22(2), 263-274. Recuperado de http://www.raco.cat/index.php/Ensenanza/article/view/21977
Evans, B. (2007). Student attitudes, conceptions and achievement in introductory undergraduate college statistics [Actitudes, concepciones y logros en estadística de estudiantes de pregrado universitario]. The Mathematics Educator, 17(2), 24-30. Recuperado de http://files.eric.ed.gov/fulltext/EJ841563.pdf
Gal, I., Ginsburg, L. y Schau, C. (1997). Monitoring attitudes and beliefs in statistics education [Actitudes y creencias en educación estadística] En I. Gal y J. B. Garfield (Eds.), The assessment challenge in statistics education [El reto de la evaluación en educación estadística] (pp. 37-52). Amsterdam: IOS press.
Judi, H. M., Ashaari, N. S., Mohamed, H. y Tengku Wook, T. M. (2011). Students profile based on attitude towards statistics [Perfil de estudiantes basado en la actitud hacia la estadística] Procedia Social and Behavioral Sciences, 18, 266-272. doi: http://dx.doi.org/10.1016/j.sbspro.2011.05.038
Katz, B. M. y Tomazic, T. J. (abril, 1988). Changing student´s attitudes toward statistics through a nonquantitative approach [Modificación de las actitudes hacia la estadísticas del alumno a través de un enfoque no cuantitativo]. Psichological Reports, 62(2), 658-658. doi: http://dx.doi.org/10.2466/pr0.1988.62.2.658
Khavenson, T., Orel, E. y Tryakshina, M. (2012). Adaptation of survey of attitudes towards statistics (SATS 36) for Russian sample [Adaptación de la encuesta sobre las actitudes hacia la estadística (SATS 36) para una muestra rusa]. Procedia-Social and Behavioral Sciences 46, 2126-2129. doi: http://dx.doi.org/10.1016/j.sbspro.2012.05.440
Mahmud, Z. (2009). A discriminant analysis of perceived attitudes toward statistics and profile identification of statistics learners [Un análisis discriminante de las actitudes percibidas hacia la estadística y la identificación de un perfil de los alumnos]. En M. Demiralp, N. A. Baykara y N. E. Mastorakis (Eds.), Proceedings of the 2nd WSEAS International Conference on Multivariate Analysis and its Application in Science and Engineering [Actas de la Conferencia Internacional del segundo WSEAS sobre Análisis Multivariante y su aplicación en Ciencia e Ingeniería] (pp. 41-47). Wisconsin: WSEAS. Recuperado de http://www.wseas.us/e-library/conferences/2009/istanbul/MAASE/MAASE04.pdf
Mondéjar, J., Vargas, M. y Bayot, A. (2008). Medición de la actitud hacia la estadística. Influencia de los procesos de estudio. Electronic Journal of Research in Educational Psychology, 6(3), 729-748. Recuperado de http://www.investigacion-psicopedagogica.org/revista/new/ContadorArticulo.php?261
Onwuegbuzie, A. J. (2003). Modeling statistics achievement among graduate students [Modelando logros estadísticos entre estudiantes de posgrado]. Educational and Psychological Measurement, 63(6), 1020-1038. doi: http://dx.doi.org/10.1177/0013164402250989
Roberts, D. M. y Saxe, J. E. (1982). Validity of a statistics attitude survey: A follow-up study [Validación de una encuesta de actitudes hacia la estadística: Un estudio de seguimiento]. Educational and Psichological Measurement, 42(3), 907-912. doi: http://dx.doi.org/10.1177/001316448204200326
Schau, C., Stevens, J., Dauphinee, T. L. y Del Vecchio, A. (1995). The development and validation of the survey of attitudes toward statistics [El desarrollo y la validación de una encuesta de actitudes hacia las estadísticas]. Educational and Psychological Measurement, 55(5), 868-875. doi: http://dx.doi.org/10.1177/0013164495055005022
Downloads
Published
How to Cite
Issue
Section
License
1. In case the submitted paper is accepted for publication, the author(s) FREELY, COSTLESS, EXCLUSIVELY AND FOR AN INDEFINITE TERM transfer copyrights and patrimonial rights to Universidad Nacional (UNA, Costa Rica). For more details check the Originality Statement and Copyright Transfer Agreement
2. REUTILIZATION RIGHTS: UNA authorizes authors to use, for any purpose (among them selfarchiving or autoarchiving) and to publish in the Internet in any electronic site, the paper´'s final version, both approved and published (post print), as long as it is done with a non commercial purpose, does not generate derivates without previous consentment and recognizes both publisher's name and authorship.
3. The submission and possible publication of the paper in the Educare Electronic Journal is ruled by the Journal’s editorial policies, the institutional rules of Universidad Nacional and the laws of the Republic of Costa Rica. Additionally, any possible difference of opinion or future dispute shall be settled in accordance with the mechanisms of Alternative Dispute Resolution and the Costa Rican Jurisdiction.
4. In all cases, it is understood that the opinions issued are those of the authors and do not necessarily reflect the position and opinion of Educare, CIDE or Universidad Nacional, Costa Rica. It is also understood that, in the exercise of academic freedom, the authors have carried out a rogorous scientific-academic process of research, reflection and argumentation thar lays within the thematic scope of interest of the Journal.
5. The papers published by Educare Electronic Journal use a Creative Commons License: