HomePsychology and Education: A Multidisciplinary Journalvol. 13 no. 6 (2023)

Antecedents of Statistics Anxiety Among Senior High School Students

Rhodora Aquino | Syrene Mae Butticon | Mary Joy Mendoza | John Carlo Armando | Lady Valen Charon Dela Peña

Discipline: Education

 

Abstract:

Senior high school students are required to enroll in statistics and probability subject as a necessary part of their curriculum. Many years have seen an increase in the number of articles on statistics anxiety. Statistics anxiety, which is widespread among students taking courses related to statistics or research methods, refers to a specific field of academic anxiety. Consequently, statistics anxiety is a debilitating anxiety which negatively affect students’ performance. This study focused on the situational (statistics background and statistics performance), dispositional (learning style and strand), and environmental (sex) antecedents of statistics anxiety among senior high school students (Onwuegbuzie and Wilson, 2003). Descriptive- comparative-correlational quantitative design was applied. An adopted questionnaire, Statistics Anxiety Measure (Earp, 2007) was used to collect data from 303 participants that was chosen through convenience sampling. Frequency counts and percentage, were used to analyze the demographic data while one-way MANOVA, one-way ANOVA and Pearson’s r were used in testing the research hypotheses. The findings revealed that the average level of statistics anxiety of senior high school students is low; male students have higher levels of anxiety for having statistics as their subject; students who are enrolled on non-mathematical strands like TVL, AD, and HUMSS experience more anxiety than those who are enrolled in STEM and ABM strands; visual and auditory learners have higher levels of anxiety and lower statistics performance than students with kinesthetic and reading/writing learning styles; students without prior knowledge about statistics in junior high school have higher levels of anxiety in terms of having a statistics subject and performing well in class; and statistics anxiety is negatively related to statistics performance.



References:

  1. Baloğlu, M. (2003). Individual differences in statistics anxiety among college students. Personality and Individual Differences, 34(5), 855-865.
  2. Baloğlu, M., Deniz, M. E., & Kesici, Ş. (2011). A descriptive study of individual and cross-cultural differences in statistics anxiety. Learning and Individual Differences, 21(4), 387-391.
  3. Bandelow, B,. Michaelis, S., (2015). Epidemiology of anxiety disorders in the 21st century. doi: 10.31887/DCNS.2015.17.3/bbandelow
  4. Bui, N. H., & Alfaro, M. A. (2011). Statistics anxiety and science attitudes: Age, gender, and ethnicity factors. College Student Journal, 45(3), 573-586.
  5. Chew, P. K., & Dillon, D. B. (2014). Statistics anxiety update: Refining the construct and recommendations for a new research agenda. Perspectives on Psychological Science, 9(2), 196-208.
  6. Chiesi, F., & Primi, C. (2010). Cognitive and non-cognitive factors related to students’ statistics achievement. Statistics Education Research Journal, 9(1), 6-26.
  7. Coetzee, S., & Merwe, P. V. D. (2010). Industrial psychology students' attitudes towards statistics. SA Journal of Industrial Psychology, 36(1), 1-8.
  8. DeCesare, M. (2007). "Statistics Anxiety" Among Sociology Majors: A First Diagnosis and Some Treatment Options. Teaching Sociology, 35(4), 360-367.
  9. Eduljee, N.B. & LeBourdais, P. (2015). Gender Differences in Statistics Anxiety with Undergraduate College Students. The International Journal of Indian Psychology, 2(3), 69-82. Retrieved from http://oaji.net/articles/2015/1170-1428319493.pdf
  10. Hsiao, T. Y., & Chiang, S. (2011). Gender differences in statistics anxiety among graduate students learning English as a foreign language. Social Behavior and Personality: An International Journal, 39(1), 41-43.
  11. Kesici, Ş., Baloğlu, M., & Deniz, M. E. (2011). Self-regulated learning strategies in relation with statistics anxiety. Learning and Individual Differences, 21(4), 472-477.
  12. Liu, S., Onwuegbuzie, A. J., & Meng, L. (2011). Examination of the score reliability and validity of the Statistics Anxiety Rating Scale. The Journal of Educational Enquiry, 11(1).
  13. Macher, D., Paechter, M., Papousek, I., & Ruggeri, K. (2012). Statistics anxiety, trait anxiety, learning behavior, and academic performance. European journal of psychology of education, 27(4), 483-498.
  14. Macher, D., Paechter, M., Papousek, I., Ruggeri, K., Freudenthaler, H. H., & Arendasy, M. (2013). Statistics anxiety, state anxiety during an examination, and academic achievement. British Journal of Educational Psychology, 83(4), 535-549.
  15. McLean, C. P., Asnaani, A., Litz, B. T., & Hofmann, S. G. (2011). Gender differences in anxiety disorders: prevalence, course of illness, comorbidity and burden of illness. Journal of psychiatric research, 45(8), 1027-1035.
  16. Mji, A. (2009). Differences in university students' attitudes and anxiety about statistics. Psychological reports, 104(3), 737-744.
  17. Onwuegbuzie, A. J., & Wilson, V. A. (2003). Statistics Anxiety: Nature, etiology, antecedents, effects, and treatments--a comprehensive review of the literature. Teaching in higher education, 8(2), 195-209.
  18. Slack, N., & Norwich, B. (2007). Evaluating the reliability and validity of a learning styles inventory: A classroom-based study. Educational Research, 49(1), 51-63.
  19. Tugay, T. (2019). Statistics Anxiety in Graduate Studies. International Journal of Progressive Education, v15 n5 p32-41 2019
  20. Vahedi, S., 2011. “Canonical correlation analysis of procrastination, learning strategies and statistics anxiety among Iranian female college students, ”Procedia - Social and Behavioral Sciences, 30, 1620 – 1624. doi:10.1016/j.sbspro.2011.10.314.
  21. Vitasari, P., Wahab, M. N. A., Othman, A., Herawan, T., & Sinnadurai, S. K. (2010). The relationship between study anxiety and academic performance among engineering students. Procedia-Social and Behavioral Sciences, 8, 490-497.