INVESTIGATION OF STUDENTS’ ATTITUDES TOWARD MATHEMATICS IN MIDDLE SCHOOLS IN SAUDI ARABIA

Majed Saeed Alharthi

Abstract


Many students in Saudi Arabia complain that they achieve poor results in mathematics and appear to have a negative attitude toward the subject. The current study, therefore, investigates students’ attitudes towards mathematics, using a mixed method approach, in 13-16 years old students from the intermediate level of education. The age was important because this period is thought to be crucial to the formation of lasting attitudes and opinions. The first main research question, the study aims to address is therefore, “What are students’ attitudes towards mathematics in Saudi middle schools?” The study also aims to explore gender issues using a second research question, “Is there any significant gender difference in students’ attitudes towards mathematics?” The survey was conducted in two government-run middle schools in Saudi Arabia, one boys’ school and one girls’ school, because Saudi Arabia has an exclusively single-sex education system. 180 participants (90 boys and 90 girls) were asked to complete a questionnaire to show their views about mathematics. Qualitative and quantitative data were collected at the same time, but the analysis of each type of information was conducted separately to enable the full picture to be understood. T-test was used to explore any gender differences. The main findings were that both male and female students in two Saudi middle schools show a positive attitude towards mathematics, with female students being slightly more positive than males. The factors which affect attitudes towards mathematics in both genders include the usefulness of mathematics in everyday and future life and career, the teacher, enjoyment of mathematics and the difficulty of the subjects. Girls’ attitudes towards mathematics were also affected by the influence of social media personalities and internet teachers. 

 

Article visualizations:

Hit counter


Keywords


attitude, mathematics, gender, middle school, t-test

Full Text:

PDF

References


Abdul Haleem, M. A. S. (2010). The Qur’an: English translation with parallel Arabic text. Retrieved from https://darussalam.com/the-quran-english-translation-with-parallel-arabic-text/

Abrego, M. B. (1966). Children's attitudes toward arithmetic. The Arithmetic Teacher, 13(3), 206-208.

Adebule, S. O., & Aborisade, O. J. (2014). Gender comparison of attitude of senior secondary school students towards mathematics in Ekiti state, Nigeria. European Scientific Journal, 10(19).

Adelson, J. L., & McCoach, D. B. (2011). Development and psychometric properties of the math and me survey: Measuring third through sixth graders’ attitudes toward mathematics. Measurement and Evaluation in Counseling and Development, 44(4), 225-247.

Adelson, J. L., & McCoach, D. B. (2011). Development and psychometric properties of the math and me survey: Measuring third through sixth graders’ attitudes toward mathematics. Measurement and Evaluation in Counseling and Development, 44(4), 225-247.

Aiken Jr, L. R., & Dreger, R. M. (1961). The effect of attitudes on performance in mathematics. Journal of Educational psychology, 52(1), 19.

Aiken Jr, L. R. (1976). Update on attitudes and other affective variables in learning mathematics. Review of educational research, 46(2), 293-311.

Aiken, L. R. (1969). Attitudes toward mathematics. Studies in mathematics, 19, 1-49.

Allport, G. W. (1935). Attitude in CM Murchion (ed.), Handbook of social psychology.

Arab News. (2019). Saudi men use social media more than women: Survey. [online] Available at: https://www.arabnews.com/node/1477421/media [Accessed 29 Sep. 2019].

Asante, K. O. (2012). Secondary students' attitudes towards mathematics. IFE Psychologia: An International Journal, 20(1), 121-133.

Bandura, A. (1997). Self-efficacy: The exercise of control. Macmillan.

Bandura, A. (1986). Social foundations of thought and action. Englewood Cliffs, NJ, 1986.

Beaton, A. E., Mullis, I. V. S., Martin, M. O., Gonzalez, E. J., Kelly, D. L. and Smith, T. A. (1996). Mathematics achievement in the middle school years. Third International Mathematics and Science Study. Center for the Study of Testing, Evaluation and Educational Policy, Boston College, MA.

Belbase, S. (2010). Images, Anxieties and Attitudes toward Mathematics. Online Submission.

Bell, E., Bryman, A., & Harley, B. (2018). Business research methods. Oxford University Press.

Berndt, T. J. (1979). Developmental changes in conformity to peers and parents. Developmental psychology, 15(6), 608.

Bill, J. M. (1973). A methodological study of the interview and questionnaire approaches to information-gathering. Research in Education, 9(1), 25-42.

Birenbaum, M., & Nasser, F. (2006). Ethnic and gender differences in mathematics achievement and in dispositions towards the study of mathematics. Learning and Instruction, 16(1), 26-40.

Bishop, A. J. (1988). Mathematics education in its cultural context. Educational studies in mathematics, 19(2), 179-191.

Bohner, G., & Wänke, M. (2002). Attitudes and Attitude Change: Social Psychology. Hove, UK.

Booker, C. L., Kelly, Y. J., & Sacker, A. (2018). Gender differences in the associations between age trends of social media interaction and well-being among 10-15 year olds in the UK. BMC public health, 18(1), 321.

Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative research in psychology, 3(2), 77-101.

Cao, Z., Bishop, A., & Forgasz, H. (2007). Perceived parental influence on mathematics learning: A comparison among students in China and Australia. Educational Studies in Mathematics, 64(1), 85-106.

Eagly, A. H., & Chaiken, S. (1993). The psychology of attitudes. Harcourt Brace Jovanovich College Publishers.

Chipman, S. F. (2005). Research on the women and mathematics issues. Gender differences in mathematics: An integrative psychological approach, 1-24.

Çiftçi, S. K., & Yildiz, P. (2019). The Effect of Self-Confidence on Mathematics Achievement: The Metaanalysis of Trends in International Mathematics and Science Study (TIMSS). International Journal of Instruction, 12(2), 683-694.

Cogan, L. S., & Schmidt, W. H. (2012). An examination of instructional practices in six countries. In International comparisons in mathematics education (pp. 78-95). Routledge.

Cohen, L., Manion, L., Morrison, K. & Bell, R. (2011). Research methods in education. 7th edn. New York: Taylor & Francis.

Corcoran, M., & Gibb, E. G. (1961). Appraising attitudes in the learning of mathematics. Evaluation in mathematics: Twenty-sixth yearbook of the NCTM.

Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. psychometrika, 16(3), 297-334.

Deighan, W. P. (1971). An examination of the relationship between teachers ‘attitudes toward arithmetic and the attitudes of their students toward arithmetic.

Devrim, U. Z. E. L., & Uyangor, S. M. (2006). Attitudes of 7th class students toward mathematics in realistic mathematics education. In International Mathematical Forum (Vol. 1, No. 39, pp. 1951-1959).

Di Martino, P., & Zan, R. (2001, August). Attitude toward mathematics: some theoretical issues. In PME Conference (Vol. 2, pp. 3-351).

Dickinson, P., & Hough, S. (2012). Using realistic mathematics education in UK classrooms. Centre for Mathematics Education, Manchester Metropolitan University, Manchester, UK.

Ding, L., Pepin, B., & Jones, K. (2015). Students’ attitudes towards mathematics across lower secondary schools in Shanghai. In From beliefs to dynamic affect systems in mathematics education (pp. 157-178). Springer, Cham.

Dobie, T. E. (2019). Expanding conceptions of utility: middle school students’ perspectives on the usefulness of mathematics. Mathematical Thinking and Learning, 21(1), 28-53.

Dossey, J. A. (1988). The Mathematics Report Card: Are We Measuring Up? Trends and Achievement Based on the 1986 National Assessment. National Assessment of Educational Progress, Educational Testing Service, Rosedale Road, Princeton, NJ 08541-0001.

Dowker, A., Sarkar, A., & Looi, C. Y. (2016). Mathematics anxiety: What have we learned in 60 years?. Frontiers in psychology, 7, 508.

Dreger, R. M., & Aiken Jr, L. R. (1957). The identification of number anxiety in a college population. Journal of Educational psychology, 48(6), 344.

Dunn, T. J., Baguley, T., & Brunsden, V. (2014). From alpha to omega: A practical solution to the pervasive problem of internal consistency estimation. British journal of psychology, 105(3), 399-412.

Eagly, A. H., & Chaiken, S. (1993). The psychology of attitudes. Harcourt Brace Jovanovich College Publishers.

Else-Quest, N. M., Mineo, C. C., & Higgins, A. (2013). Math and science attitudes and achievement at the intersection of gender and ethnicity. Psychology of Women Quarterly, 37(3), 293-309.

Esenhardt, W. B. (1977). A Search for Predominant Casual Sequence in the Interrelationship of Interest in Academic Subject and Academic Achievement. A crossed- lagged panel correlation study, 37.

Farooq, M. S., & Shah, S. Z. U. (2008). Students' attitude towards mathematics. Pakistan Economic and Social Review, 75-83.

Fennema, E., & Hart, L. E. (1994). Gender and the JRME. Journal for Research in Mathematics Education.

Fennema, E., & Sherman, J. A. (1976). Fennema-Sherman mathematics attitudes scales: Instruments designed to measure attitudes toward the learning of mathematics by females and males. Journal for research in Mathematics Education, 7(5), 324-326.

Fennema, E. H., & Sherman, J. A. (1978). Sex-related differences in mathematics achievement and related factors: A further study. Journal for Research in Mathematics Education, 189-203.

Field, A. (2009). Discovering Statistics Using SPSS, Sage Publications Inc. freedom (Chicago, University of Chicago Press).

Fishbein, M., & Ajzen, I. (1977). Belief, attitude, intention, and behavior: An introduction to theory and research.

Forgasz, H., & Leder, G. (2015). Single-sex versus co-educational schooling and STEM pathways. Education (VCE), 9.

Foxman, D. D., Badger, M. E., Martini, R. M., & Mitchel (1981). Attitude Toward Mathematics Development, Secondary Survey Report. Northern Ireland, Welsh Office.

Foxman, D. D., Martini, R. M., & Mitchel, D. (1982). Attitude Mathematics Development: Secondary survey report (No. 3). HM Stationery Office.‏

Fraser, B. J., & Fisher, D. L. (1982). Predicting students’ outcomes from their perceptions of classroom psychosocial environment. American Educational Research Journal, 19(4), 498-518.

Frost, L. A., Hyde, J. S., & Fennema, E. (1994). Gender, mathematics performance, and mathematics-related attitudes and affect: A meta-analytic synthesis. International Journal of Educational Research, 21(4), 373-385.

Gardner, P. L. (1995). Measuring attitudes to science: Unidimensionality and internal consistency revisited. Research in science education, 25(3), 283-289.

George, D., & Mallery, P. (2003). SPSS for Windows step by step: A simple guide and reference. 11.0 update (4th ed.). Boston: Allyn & Bacon.

Gniewosz, B., Eccles, J. S., & Noack, P. (2012). Secondary school transition and the use of different sources of information for the construction of the academic self‐concept. Social development, 21(3), 537-557.

Goodenow, C. (1993). The psychological sense of school membership among adolescents: Scale development and educational correlates. Psychology in the Schools, 30(1), 79-90.

Gray, E. M., & Tall, D. O. (1994). Duality, ambiguity, and flexibility: A" proceptual" view of simple arithmetic. Journal for research in Mathematics Education, 116-140.

Grigutsch, S., Raatz, U., & Törner, G. (1998). Einstellungen gegenüber mathematik bei mathematiklehrern. Journal für Mathematik-Didaktik, 19(1), 3-45.

Grimm, P. (2010). Social desirability bias. Wiley international encyclopedia of marketing. Hoboken: Wiley-Blackwell.

Haladyna, T., Shaughnessy, J., & Shaughnessy, J. M. (1983). A causal analysis of attitude toward mathematics. Journal for Research in mathematics Education, 19-29.

Hannula, M. S. (2002). Attitude towards mathematics: Emotions, expectations and values. Educational studies in Mathematics, 49(1), 25-46.

Hart, L. E. (1989). Describing the affective domain: Saying what we mean. In Affect and mathematical problem solving (pp. 37-45). Springer, New York, NY.

Hartmut, J. (1978). Supportive dimensions of teacher behavior in relationship to pupil emotional cognitive processes. Psychologie in Erziehung und Unterricht, 25, 69-74.

He, H. (2007). Adolescents' Perception of Parental and Peer Mathematics Anxiety and Attitude Toward Mathematics: A Comparative Study of European-American and Mainland-Chinese Students (Doctoral dissertation, Washington State University).

Heise, D. R. (1970). The semantic differential and attitude research. Attitude measurement, 4, 235-253.

Henerson, M. E., Morris, L. L., & Fitz-Gibbon, C. T. (1987). How to measure attitudes. Sage.

Hicks, L. (1997). How do academic motivation and peer relationships mix in an adolescent's world?. Middle School Journal, 28(4), 18-22.

Høgheim, S., & Reber, R. (2019). Interesting, but less interested: Gender differences and similarities in mathematics interest. Scandinavian Journal of Educational Research, 63(2), 285-299.

Hungerman, A. D. (1967). Achievement and attitude of sixth-grade pupils in conventional and contemporary mathematics programs. The Arithmetic Teacher, 14(1), 30-39.

Hussein, F. K. A. (2006). Exploring attitudes and difficulties in school chemistry in the Emirates (Doctoral dissertation, University of Glasgow).

Ipsos, M. O. R. I. (2012). Four ways to get the truth out of respondents. The social research newsletter from Ipsos MORI Scotland, 1-2.‏

Hadden, R. A., & Johnstone, A. H. (1983). Secondary school pupils’ attitudes to science: the year of erosion. European Journal of Science Education, 5(3), 309-318.

Johnstone, A. H., & Hadden, R. A. (1983a). Secondary School pupils' attitude to science: the year of erosion. European Journal of Science Education, 5, 309- 318.

Johnstone, A. H., & Hadden, R. A. (1983b). Secondary school pupils' attitude to science: the year of decision. European Journal of Science Education, 5, 429- 438.

Jung, E. S. (2005). Attitudes and learning difficulties in middle school science in South Korea (Doctoral dissertation, ProQuest Dissertations & Theses,).

Keller, C. (2001). Effect of teachers' stereotyping on students' stereotyping of mathematics as a male domain. The Journal of Social Psychology, 141(2), 165-173.

Leder, G. C., & Forgasz, H. J. (2002). Two new instruments to probe attitudes about gender and mathematics.

Lee, V. E., & Lockheed, M. E. (1990). The effects of single-sex schooling on achievement and attitudes in Nigeria. Comparative Education Review, 34(2), 209-231.

Lemon, N. (1973). Attitudes and their measurement. Oxford, England: John Wiley & Sons.

Liebert, R. M., & Morris, L. W. (1967). Cognitive and emotional components of test anxiety: A distinction and some initial data. Psychological reports, 20(3), 975-978.

Likert, R. (1932). A technique for the measurement of attitudes. Archives of psychology.

Locke, L. F., Spirduso, W.W. & Silverman, S.J., (2013). Proposals That Work: A Guide for Planning.

Lowry, G. & Turner, R. (2007). Information systems and technology education. London: Idea Group Inc.

Ma, X. (1997). Reciprocal relationships between attitude toward mathematics and achievement in mathematics. The Journal of Educational Research, 90(4), 221-229.

Ma, X., & Xu, J. (2004). The causal ordering of mathematics anxiety and mathematics achievement: a longitudinal panel analysis. Journal of adolescence, 27(2), 165-179.

Maio, G. R., Haddock, G., & Verplanken, B. (2018). The psychology of attitudes and attitude change. Sage Publications Limited.

Mallam, W. A. (1993). Impact of school-type and sex of the teacher on female students' attitudes toward mathematics in Nigerian secondary schools. Educational studies in mathematics, 24(2), 223-229.

McGraw-Hill. (2019). McGraw-Hill. [online] Available at: https://www.mheducation.com [Accessed 29 Sep. 2019].

McLeod, D. B. (1992). Research on affect in mathematics education: A reconceptualization. Handbook of research on mathematics teaching and learning, 1, 575-596.

Mendoza, Y. (1996). Developing and Implementing a Parental Awareness Program to Increase Parental Involvement and Enhance Mathematics Performance and Attitude of At-Risk Seventh Grade Students.

Ministry of Education, (2006). Development of Education in the Kingdom of Saudi Arabia. Riyadh: Ministry of Education.

Morrisett, L. M., and Vinsonhaler, J. (1965). Mathematical Learning. Monographs of the Society for Research in Child Development, 3, 132.

Muijs, D. (2004). Introduction to quantitative research. Doing quantitative research in education with SPSS, 1-12.

Namkung, J. M., Peng, P., & Lin, X. (2019). The Relation Between Mathematics Anxiety and Mathematics Performance Among School-Aged Students: A Meta-Analysis. Review of Educational Research, 89(3), 459-496.

Nardi, E. (2016). Exploring and overwriting mathematical stereotypes in the media, arts and popular culture: The visibility spectrum. khdm-Report, 5, 73-81.

Newman, R. S., & Schwager, M. T. (1993). Students' perceptions of the teacher and classmates in relation to reported help seeking in math class. The Elementary School Journal, 94(1), 3-17.

Norton, S. J., & Rennie, L. J. (1998). Students’ attitudes towards mathematics in single-sex and coeducational schools. Mathematics Education Research Journal, 10(1), 16-36.

Nurmi, A., Hannula, M., Maijala, H., & Pehkonen, E. (2003). On Pupils' Self-Confidence in Mathematics: Gender Comparisons. International Group for the Psychology of Mathematics Education, 3, 453-460.

Oppenheim, A. N. (1992). Questionnaire design, interviewing and attitude measurement, London and New York.

Organisation for Economic Co-operation and Development (OECD). (2013). PISA 2012 results: ready to learn: students' engagement, drive and self-beliefs (volume III): preliminary version. OECD, Paris, France.

Orton, A., & Frobisher, L. (2004). Insights into teaching mathematics. A&C Black.

Orton, A., & Wain, G. (1994). Issues in Teaching Mathematics. Cassell, 387 Park Avenue South, New York, NY 10016-8810 (paperback: ISBN-0-304-32680-1; clothbound: ISBN-0-304-32678-X).

Osterman, K. F. (2000). Students' need for belonging in the school community. Review of educational research, 70(3), 323-367.

Pajares, F., & Graham, L. (1999). Self-efficacy, motivation constructs, and mathematics performance of entering middle school students. Contemporary educational psychology, 24(2), 124-139.

Pajares, F., & Miller, M. D. (1994). Role of self-efficacy and self-concept beliefs in mathematical problem solving: A path analysis. Journal of educational psychology, 86(2), 193.

Papanastasiou, C. (2000). Effects of Attitudes and Beliefs on Mathematics Achievement. Studies in educational evaluation, 26(1), 27-42.

Parahoo, K. (2014). Nursing research: principles, process and issues. Macmillan International Higher Education.

Parsons, S., Croft, T., & Harrison, M. (2009). Does students’ confidence in their ability in mathematics matter?. Teaching Mathematics and Its Applications: An International Journal of the IMA, 28(2), 53-68.

Pepin, B. (2011). Pupils’ attitudes towards mathematics: a comparative study of Norwegian and English secondary students. ZDM, 43(4), 535-546.

Popham, W. J. (2005). Students' Attitudes Count. Educational leadership, 62(5), 84.

Prendergast, M., & O’Donoghue, J. (2014). Influence of gender, single-sex and co-educational schooling on students’ enjoyment and achievement in mathematics. International Journal of Mathematical Education in Science and Technology, 45(8), 1115-1130.

Ramsden, J. M. (1998). Mission impossible?: Can anything be done about attitudes to science?. International Journal of Science Education, 20(2), 125-137.

Recber, S., Isiksal, M., & Koç, Y. (2018). Investigating self-efficacy, anxiety, attitudes and mathematics achievement regarding gender and school type. Anales de Psicología/Annals of Psychology, 34(1), 41-51.

Reilly, D., Neumann, D. L., & Andrews, G. (2019). Investigating gender differences in mathematics and science: Results from the 2011 Trends in Mathematics and Science Survey. Research in Science Education, 49(1), 25-50.

Richardson, F. C., & Suinn, R. M. (1972). The mathematics anxiety rating scale: psychometric data. Journal of counseling Psychology, 19(6), 551.

Robson, J. (1996). Some outcomes of learning through teleconferencing. Journal of Instructional Science and Technology, 1(3).

Roeser, R. W., Eccles, J. S., & Sameroff, A. J. (1998). Academic and emotional functioning in early adolescence: Longitudinal relations, patterns, and prediction by experience in middle school. Development and psychopathology, 10(2), 321-352.

Ruffell, M., Mason, J., & Allen, B. (1998). Studying attitude to mathematics. Educational Studies in Mathematics, 35(1), 1-18.

Ryan, R. M., & Deci, E. L. (2000). Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. American psychologist, 55(1), 68.

Sadker, M., & Sadker, D. (1994). Failing at fairness: How our schools cheat girls (new york. Touchstone, 271-303.

Sait, S., Al-Tawil, K., & Hussain, S. (2004). E-Commerce in Saudi Arabia: adoption and perspectives. Australasian Journal of Information Systems, 12(1).

Sakiz, G., Pape, S. J., & Hoy, A. W. (2012). Does perceived teacher affective support matter for middle school students in mathematics classrooms?. Journal of school Psychology, 50(2), 235-255.

Shapiro, E. W. (1961). Attitudes toward arithmetic among public school children in the intermediate grades (Doctoral dissertation, University of Denver).

Sharples, D. (1969). Children's attitudes towards junior school activities. British Journal of Educational Psychology, 39(1), 72-77.

Skemp, R. R. (1976). Relational understanding and instrumental understanding. Mathematics teaching, 77(1), 20-26.

Smith, P. B., & Bond, M. H. (1993). Social Psychology Across Cultures: Analysis and Perspectives (Harvester Wheatsheaf, Hemel Hempstead).

Soleymani, B., & Rekabdar, G. (2016). Relation between math self-efficacy and mathematics achievement with control of math attitude. Applied Mathematics, 6(1), 16-19.

Star, J. R., & Stylianides, G. J. (2013). Procedural and conceptual knowledge: exploring the gap between knowledge type and knowledge quality. Canadian Journal of Science, Mathematics and Technology Education, 13(2), 169-181.

Statista. (2019). Countries with most Snapchat users 2019 | Statista. [online] Available at: https://www.statista.com/statistics/315405/snapchat-user-region-distribution [Accessed 29 Sep. 2019].

Stromquist, N. P. (2000). On truth, voice, and qualitative research. International Journal of Qualitative Studies in Education, 13(2), 139-152.

Syyeda, F. (2016). Understanding Attitudes Towards Mathematics (ATM) using a Multimodal Model: An Exploratory Case Study with Secondary School Children in England. Cambridge Open-Review Educational Research e-Journal, 3, 32-62.

Tahar, N. F., Ismail, Z., Zamani, N. D., & Adnan, N. (2010). Students’ attitude toward mathematics: The use of factor analysis in determining the criteria. Procedia-Social and Behavioral Sciences, 8, 476-481.

Teo, T. (Ed.). (2014). Handbook of quantitative methods for educational research. Springer Science & Business Media.

Thurstone, L. L., & Chave, E. J. (1929). The measurement of attitude: Chicago, University of Chicago Press.

Thurstone, L., L (1929). Attitude Can be Measured. Psychological Review, 36, 222- 241.

Thurstone, L. L. (1931). The measurement of social attitudes. The journal of abnormal and social psychology, 26(3), 249.

Achievement, S. (2019). Multiple Comparisons of Average Mathematics Achievement – TIMSS 2015 and TIMSS Advanced 2015 International Results. [online] Timss2015.org. Available at: http://timss2015.org/timss-2015/mathematics/student-achievement/multiple-comparisons-of-mathematics-achievement/ [Accessed 29 Sep. 2019].

Torrance, E. (1966). Characteristics of mathematics teachers that affect students' learning.

Uwineza, I., Rubagiza, J., Hakizimana, T., & Uwamahoro, J. (2018). Gender attitudes and perceptions towards mathematics performance and enrolment in Rwandan secondary schools. Rwandan Journal of Education, 4(2), 44-56.

Vision 2030. (2019). رؤية المملكة العربية السعودية 2030. [online] Available at: http://vision2030.gov.sa/ [Accessed 29 Sep. 2019].

Walonick, D. S. (1993). Everything you wanted to know about questionnaires but were afraid to ask.

Wigfield, A., & Meece, J. L. (1988). Math anxiety in elementary and secondary school students. Journal of educational Psychology, 80(2), 210.

Wiles, C. A. (1992). Investigating Gender Bias in the Evaluations of Middle School Teachers of Mathematics. School Science and Mathematics, 92(6), 295-98.

Willis, J. (2010). Learning to love math: teaching strategies that change student attitudes and get results. ASCD.

Wong, K. Y., & Chen, Q. (2012). Nature of an attitudes toward learning mathematics questionnaire.

Yang, X. (2013). Investigation of junior secondary students’ perceptions of mathematics classroom learning environments in China. Eurasia Journal of Mathematics, Science & Technology Education, 9(3), 273-284.

Yara, P. O. (2009). Relationship between teachers’ attitude and students’ academic achievement in mathematics in some selected senior secondary schools in southwestern Nigeria. European Journal of Social Sciences, 11(3), 364-369.

Yin, R. K. (1984). Case study research: design and methods (Beverley Hills, CA, Sage).

Zimmerman, B. J. (2000). Self-efficacy: An essential motive to learn. Contemporary educational psychology, 25(1), 82-91.




DOI: http://dx.doi.org/10.46827/ejes.v10i4.4742

Refbacks

  • There are currently no refbacks.


Copyright (c) 2023 Majed Saeed Alharthi

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

Copyright © 2015-2023. European Journal of Education Studies (ISSN 2501 - 1111) is a registered trademark of Open Access Publishing Group. All rights reserved.


This journal is a serial publication uniquely identified by an International Standard Serial Number (ISSN) serial number certificate issued by Romanian National Library (Biblioteca Nationala a Romaniei). All the research works are uniquely identified by a CrossRef DOI digital object identifier supplied by indexing and repository platforms. All authors who send their manuscripts to this journal and whose articles are published on this journal retain full copyright of their articles. All the research works published on this journal are meeting the Open Access Publishing requirements and can be freely accessed, shared, modified, distributed and used in educational, commercial and non-commercial purposes under a Creative Commons Attribution 4.0 International License (CC BY 4.0).