Comparação dos resultados do instrumento Survey Attitudes Towards Statistics (SATS) aplicado a estudantes de Medicina Veterinária por meio de duas metodologias estatísticas
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Aguilar, F.E. y Zamora, A.J.A. (2024). Propiedades psicométricas del Survey of Attitudes Toward Statistics en español para estudiantes de ingeniería y matemática en la Universidad Nacional de Costa Rica. Revista Educación, 48(1), 1-15. https://doi.org/10.15517/revedu.v48i1.53853
Ajzen, I. (1989). Attitude Structure and Behavior. En S.J. Breckler y A.G. Greenwald (Eds.), Attitude Structure and Function (pp. 241-274). Lawrence Erlbaum.
Ananth, C.V. y Kleinbaum, D.G. (1997). Regression models for ordinal responses: a review of methods and applications. International Journal of Epidemiology, 26(6), 1323-1333. https://doi.org/10.1093/ije/26.6.1323
Anastasiadou, S. (2011). Reliability and validity testing of a new scale for measuring attitudes toward learning statistics with technology. Acta Didactica Napocensia, 4, 1-10. https://www.learntechlib.org/p/159557/
Armstrong, B.G. y Sloan, M. (1989). Ordinal Regression Models for epidemiologic data. American Journal of Epidemiology, 129(1), 191-204. https://doi.org/10.1093/oxfordjournals.aje.a115109
Ashaari, N.S., Judi, H.M., Mohamed, H. y Wook, M.T. (2011). Student's Attitude towards Statistics Course. Procedia - Social and Behavioral Sciences, 18, 287-294. https://doi.org/10.1016/j.sbspro.2011.05.041
Auzmendi, E. (1991). Evaluación de las Actitudes hacia la Estadística en Estudiantes Universitarios y Factores que las determinan. [Tesis doctoral, Universidad de Deusto, Bilbao]. https://mezquita.uco.es/permalink/34CBUA_UCO/18l8mlf/alma991003710169704992
Ayebo, A., Bright, J. y Ballam, C. (2020). Examining the Factor Structure of the Survey of Attitudes Towards Statistics among Undergraduate Health Science Students. International Electronic Journal of Mathematics Education, 15(1), em0560. https://doi.org/10.29333/iejme/5942
Batterton, K.A. y Hale, K.N. (2017). The Likert Scale: What it is and how to use it. Phalanx, 50(2), 32-39.
Carifio, J. y Perla, R. (2008). Resolving the 50-year debate around using and misusing Likert scales. Medical Education, 42(12), 1150-1152. https://doi.org/10.1111/j.1365-2923.2008.03172.x
Carrillo, K., Galy, N., Guthrie, C. y Vanhems, A. (2015). ¡J'aime pas les stats! Mesure et analyse de l'attitude à l'égard des statistiques dans une école de management. Statistique et Enseignement, 7(1), 3-31.
Cashin, S. E. y Elmore, P. B. (2005). The Survey of Attitudes Toward Statistics Scale: A Construct Validity Study, Educational and Psychological Measurement, 65(3), 509-524. https://doi.org/10.1177/0013164404272488
Chen, Y.H., Rendina-Gobioff, G. y Dedrick, R. (2007). Detecting effects of positively and negatively worded items on a self-concept scale for third and sixth grade Elementary Students. En FERA (Ed.), Annual Meeting of the Florida Educational Research Association (pp. 1-31). FERA. http://files.eric.ed.gov/fulltext/ED503122.pdf
Chiesi, F. y Primi, C. (2009). Assessing statistics attitudes among college students: Psychometric properties of the Italian version of the Survey of Attitudes toward Statistics (SATS). Learning and Individual Differences, 19(2), 309-313. https://doi.org/10.1016/j.lindif.2008.10.008
Chiesi, F. y Primi, C. (2010). Cognitive and non-cognitive factors related to students’ statistics achievement. Statistics Education Research Journal, 9(1), 6-26. https://doi.org/10.52041/serj.v9i1.385
Chiesi, F. y Primi, C. (2017). Gender differences in attitudes toward statistics: Is there a case for a confidence gap? En K. Krainer y N. Vondrová (Eds.), Ninth Congress of the European Society for Research in Mathematics Education (pp. 622-628). ERME.
Cladera, M., Rejón-Guardia, F., Vich-i-Martorell, G.À. y Juaneda, C. (2019). Tourism students’ attitudes toward statistics. Journal of Hospitality, Leisure, Sport & Tourism Education, 24, 202-210. https://doi.org/10.1016/j.jhlste.2019.03.002
Clark, K. L. (2013). Undergraduate students' attitudes toward statistics in an introductory statistics class [Tesis doctoral, Universidad de Georgia]. Repositorio institucional de la Universidad de Georgia http://getd.libs.uga.edu/pdfs/clark_kristi_l_201312_ms.pdf
Croasmun, J.T. y Ostrom, L. (2011). Using Likert-type scales in the social sciences. Journal of Adult Education, 40(1), 19-22.
Cuétara, H.Y., Salcedo, E.I. y Hernández, D.M. (2016). La enseñanza de la estadística: antecedentes y actualidad en el contexto internacional y nacional, Atenas. Revista Científico Pedagógica, 3(35), 125-140.
Dani, A. y Al Quraan, E. (2023). Investigating research students’ perceptions about statistics and its impact on their choice of research approach. Heliyon, 9(10), e20423. https://doi.org/10.1016/j.heliyon.2023.e20423
Dauphinee, T. L., Schau, C., Stevens, J. J. (1997). Survey of Attitudes Toward Statistics: Factor structure and factorial invariance for women and men. Structural Equation Modeling: A Multidisciplinary Journal, 4(2), 129-141. https://doi.org/10.1080/10705519709540066
Dickey, A.S., Krafty, R.T. y Pedersen, N.P. (2022). Ordinal regression increases statistical power to predict epilepsy surgical outcomes. Epilepsia Open, 7(2), 344-349. https://doi.org/10.1002/epi4.12585
Escalante, G.E., Repetto, A.M. y Mattinello, G. (2012). Exploración y análisis de la actitud hacia la estadística en alumnos de psicología. LIBERABIT. Revista Peruana de Psicología, 18(1), 15-26.
Estrada, A., Bazán, J. y Aparicio, A. (2013). Evaluación de las propiedades psicométricas de una escala de actitudes hacia la estadística en profesores. Avances de Investigación en Educación Matemática, 3, 5-23. https://doi.org/10.35763/aiem.v0i3.61
Fishbein, M. y Ajzen, I. (1975). Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research. Addison-Wesley.
Gal, I., Ginsburg, L. y Schau, C. (1997). Monitoring attitudes and beliefs in statistics education. En I. Gal, y J.B. Garfield (Eds.), The assessment challenge in statistics education (pp. 37-51). IOS Press.
García-Martínez, J.A., Fallas-Vargas, M.A. y Romero-Hernández, A. (2015). Las actitudes hacia la estadística del estudiantado de orientación. Revista Electrónica Educare, 19(1), 25-41.
Ghulami, H.R., Ab Hamid, R.M. y Zakaria R. (2015). Comparative analysis of positive and negative attitudes toward statistics. AIP Conference Proceedings, 1643(1), 212-218. https://doi.org/10.1063/1.4907447
Gliem, J.A. y Gliem, R.R. (2003). Calculating, interpreting, and reporting Cronbach’s Alpha reliability coefficient for Likert-Type Scales. Midwest Research to Practice Conference in Adult, Continuing, and Community Education (pp. 82-88). The Ohio State University.
Gómez-Chacón, I.M. (2000). Matemática Emocional. Los afectos en el Aprendizaje Matemático. Narcea Ediciones.
Gómez-García, G., Contreras, J.M. y Molina-Portillo, E. (2018). Evaluación de actitudes presentadas hacia la estadística en alumnos de educación primaria. Épsilon, 98, 25-40.
Gopal, K., Raidah, S.N. y Mohd, A.A.F. (2018). The influence of attitudes towards statistics on statistics engagement among undergraduate students in a Malaysian public university. AIP Conference Proceedings, 1974(1), 050004. https://doi.org/10.1063/1.5041704
Gutiérrez, P.A., Pérez-Ortiz, M., Sánchez-Monedero, J., Fernández-Navarro, F. y Hervás-Martínez, C. (2016). Ordinal regression methods: Survey and experimental study. IEEE Transactions on Knowledge and Data Engineering, 28(1), 127-146. https://doi.org/10.1109/TKDE.2015.2457911
Hamada, M. y Nelder, J.A. (1997). Generalized Linear Models for Quality-Improvement Experiments. Journal of Quality Technology, 29(3), 292-304. https://doi.org/10.1080/00224065.1997.11979770
Hannigan, A., Hegarty, A.C. y McGrath, D. (2014). Attitudes towards statistics of graduate entry medical students: the role of prior learning experiences. BMC Medical Education, 14, 70. https://doi.org/10.1186/1472-6920-14-70
Hilton, S.C., Schau, C. y Olsen, J.A. (2004). Survey of Attitudes Toward Statistics: Factor Structure Invariance by Gender and by Administration Time. Structural Equation Modeling: A Multidisciplinary Journal, 11(1), 92-109. https://doi.org/10.1207/S15328007SEM1101_7
Hommik, C. y Luik, P. (2017). Adapting the Survey of Attitudes Towards Statistics (SATS-36) for Estonian secondary school students. Statistics Education Research Journal, 16(1), 228-239. https://doi.org/10.52041/serj.v16i1.229
Jatnika, R. (2015). The Effect of SPSS Course to Students Attitudes toward Statistics and Achievement in Statistics. International Journal of Information and Education Technology, 5(11), 818-821. https://doi.org/10.7763/IJIET.2015.V5.618
Jebb, A. T., Ng, V. y Tay, L. (2021). A Review of key Likert Scale development advances: 1995-2019. Frontiers in Psychology, 12, 637547. https://doi.org/10.3389/fpsyg.2021.637547
Judi, H.M., Ashaari, N.S., Mohamed, H. y Wook, T.M.T. (2011). Students profile based on attitude towards statistics. Procedia-Social and Behavioral Sciences, 18, 266-272. https://doi.org/10.1016/j.sbspro.2011.05.038
Khuri, A. I., Mukherjee, B., Sinha, B. K. y Ghosh, M. (2006). Design issues for generalized linear models: A review. Statistical Science, 21(3), 376-399. https://doi.org/10.1214/088342306000000105
Lalla, M. (2017). Fundamental characteristics and statistical analysis of ordinal variables: A review. Quality & Quantity, 51, 435-458. https://doi.org/10.1007/s11135-016-0314-5
Likert, R. (1932). A technique for the measurement of attitudes. Archives of Psychology, 22, 5-55.
Mahmud, Z. (2009). A discriminant analysis of perceived attitudes toward statistics and profile identification of statistics learners. 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 (pp. 41-47). World Scientific and Engineering Academy and Society.
McCulloch, C.E. y Neuhaus, J.M. (2005). Generalized Linear Mixed Models. En P. Armitage y T. Colton (Eds.), Encyclopedia of Biostatistics (pp. 1-5). John Wiley & Sons, Ltd. https://doi.org/10.1002/0470011815.b2a10021
McLeod, D.B. (1989). The role of affect in mathematical problem solving. En D.B. McLeod y V.M. Adams (Eds.), Affect and mathematical problem solving (pp. 20-36). Springer. https://doi.org/10.1007/978-1-4612-3614-6_2
Myers, R. H. y Montgomery, D.C. (1997). A Tutorial on Generalized Linear Models, Journal of Quality Technology, 29(3), 274-291. https://doi.org/10.1080/00224065.1997.11979769
Nimehchisalem, V., Ashani, N.Z. y Jahedi, M. (2018). Attitudes toward learning statistics: the case of applied linguistics postgraduate students, Amazonia Investiga, 7(12), 6-17.
Peiró-Signes, Á., Trull, Ó., Segarra-Oña, M. y García-Díaz, J.C. (2020). Attitudes towards statistics in Secondary Education: Findings from fsQCA. Mathematics, 8(5), 804. https://doi.org/10.3390/math8050804
Roberts, D.M. y Bilderback, E.W. (1980). Reliability and validity of a Statistics Attitude Survey. Educational and Psychological Measurement, 40(1), 235-238. https://doi.org/10.1177/001316448004000138
Rodríguez-Santero, J. y Gil-Flores, J. (2019). Attitudes towards statistics of education Sciences students. Psychometric properties of the Spanish version of the Survey of Attitudes Towards Statistics (SATS-36). RELIEVE - Revista Electrónica de Investigación y Evaluación Educativa, 25(1), 3. https://doi.org/10.7203/relieve.25.1.12676
Saidi, S.S. y Siew, N.M. (2019). Assessing Students' Understanding of the measures of central tendency and attitude towards statistics in rural secondary schools. International Electronic Journal of Mathematics Education, 14(1), 73-86.
Saidi, S.S. y Siew, N.M. (2022). Assessing secondary school students’statistical reasoning, attitude towards statistics, and statistics anxiety. Statistics Education Research Journal, 21(1), 6. https://doi.org/10.52041/serj.v21i1.67
Sarikaya, S. E., Ahmet, O., Yesim C.A. y Schau, C. (2018). Turkish Version of the Survey of Attitudes toward Statistics: Factorial Structure Invariance by Gender. International Journal of Higher Education, 7(2), 121-127.
Schau, C. (2003). Students’ attitudes: The “other” important outcome in statistics education. The Joint Statistical Meetings (pp. 3673-3681). ASA.
Schau, C., Stevens, J., Dauphinee, T.L. y Vecchio, A.D. (1995). The Development and Validation of the Survey of Attitudes toward Statistics. Educational and Psychological Measurement, 55(5), 868-875. https://doi.org/10.1177/0013164495055005022
South, L., Saffo, D., Vitek, O., Dunne, C. y Borkin, M. (2022). Effective Use of Likert Scales in Visualization Evaluations: A Systematic Review. Computer Graphics Forum, 41(3), 43-55. https://doi.org/10.1111/cgf.14521
Sutarso, T. (1992). Students' Attitudes toward Statistics (STATS). En MSERA (Ed.), Annual meeting of the Mid-South Educational Research Association (pp. 1-19). MSERA.
Wise, S. (1985). The Development and validation of a Scale Measuring Attitudes toward Statistics, Educational and Psychological Measurement, 45(2), 401-405. https://doi.org/10.1177/0013164485045002
Xu, C. y Schau, C. (2021). Measuring Statistics attitudes at the student and instructor levels: a multilevel construct validity study of the Survey of Attitudes Toward Statistics. Journal of Psychoeducational Assessment, 39(3), 315-331. https://doi.org/10.1177/0734282920971389
Zhang, Y., Shang, L., Wang, R., Zhao, Q., Li, C., Xu, Y. y Su, H. (2012). Attitudes toward statistics in medical postgraduates: measuring, evaluating and monitoring. BMC Medical Education, 12, 117. https://doi.org/10.1186/1472-6920-12-117

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