LITERATURE REVIEW
A bibliometric analysis covering the relevant literature on science anxiety over two decades
 
More details
Hide details
1
Department of Higher School Pedagogy, Kazan Federal University, Kazan, RUSSIA
 
2
Department of Civil Law Disciplines, Plekhanov Russian University of Economics, Moscow, RUSSIA
 
3
Department of Psychology, Vyatka State University, Kirov, RUSSIA
 
4
Department of Medical and Social Assessment, Emergency, and Ambulatory Practice, Sechenov First Moscow State Medical University, Moscow, RUSSIA
 
5
Department of Reproductive Medicine and Perinatology, Tver State Medical University, Tver, RUSSIA
 
6
Department of Finance and Monetary and Credit Relations, Russian Foreign Trade Academy, Moscow, RUSSIA
 
 
Online publication date: 2024-02-26
 
 
Publication date: 2024-03-01
 
 
EURASIA J. Math., Sci Tech. Ed 2024;20(3):em2411
 
KEYWORDS
ABSTRACT
This study aimed to examine publications related to science anxiety to contribute to developing relevant literature. A bibliometric analysis was conducted on 71 articles published between 2003 and 2022 from the Scopus database. The analysis examined the bibliographic links between the sources, authors, countries, and publications through the VOSviewer software. The results regarding keyword analysis showed that the five most frequently used keywords in the selected articles are anxiety, science anxiety, students, self-efficacy, and education. The results also showed that 80% of research papers on science anxiety, among the top 10 highest cited publications, were conducted in the USA. All of the top-10 publications were published in journals that have published articles in education literature for a long time. In addition, the results indicated that half of the publications also used psychology education journals. Furthermore, the bibliographic coupling of the authors showed that research teams from the USA authored the most publications on science anxiety. In light of the results, recommendations for future studies are made in conclusion,
 
REFERENCES (32)
1.
Akpinar, E., Yildiz, E., Tatar, N., & Ergin, M. (2009). Students’ attitudes toward science and technology: an investigation of gender, grade level, and academic achievement. Procedia-Social and Behavioral Sciences, 1(1), 2804-2808. https://doi.org/10.1016/j.sbsp....
 
2.
Ardianto, D., Rubini, B., & Pursitasari, I. D. (2023). Assessing STEM career interest among secondary students: A Rasch model measurement analysis. EURASIA Journal of Mathematics, Science and Technology Education, 19(1), em2213. https://doi.org/10.29333/ejmst....
 
3.
Biktagirova, G. F., Tazhenova, G. B., Konyrova, A. A., Utegenova, M. S., Abdikarimova A. Z., & Dvinskikh, M. A. (2022). Formation of professionalism of future social teachers in the system of training in Russia and Kazakhstan (comparative aspect). Education and Self Development, 17(3), 157-168. https://doi.org/10.26907/esd.1....
 
4.
Britner, S. L. (2008). Motivation in high school science students: A comparison of gender differences in life, physical, and earth science classes. Journal of Research in Science Teaching, 45(8), 955-970. https://doi.org/10.1002/tea.20....
 
5.
Britner, S. L., & Pajares, F. (2009). Science anxiety, self-efficacy, and self-concept of undergraduate biology students. In D. Mayer (Ed.), Teacher education: Policy, practice and research (pp. 251-264).
 
6.
Bryant, F. B., Kastrup, H., Udo, M., Hislop, N., Shefner, R., & Mallow, J. (2012). Science anxiety, science attitudes, and constructivism: A binational study. Journal of Science Education and Technology, 22(4), 432-448. https://doi.org/10.1007/s10956....
 
7.
Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523-538. https://doi.org/10.1007/s11192....
 
8.
Eddy, R. M. (2000). Chemophobia in the college classroom: Extent, sources, and student characteristics. Journal of Chemical Education, 77(4), 514. https://doi.org/10.1021/ed077p....
 
9.
Garcia-Holgado, A., Mena, J., Garcia-Penalvo, F. J., Pascual, J., Heikkinen, M., Harmoinen, S., Garcia-Ramos, L., Penabaena-Niebles, R., & Amores, L. (2020). Gender equality in STEM programs: A proposal to analyze the situation of a university about the gender gap. In Proceedings of the 2020 IEEE Global Engineering Education Conference (pp. 1824-1830). IEEE. https://doi.org/10.1109/educon....
 
10.
Gavhi-Molefe, M. R., Jensen, E., & Joubert, M. (2021). Why scientists agree to participate in science festivals: Evidence from South Africa. International Journal of Science Education, Part B, 11(2), 127-142. https://doi.org/10.1080/215484....
 
11.
Gonzalez, A. A., Bottenhorn, K. L., Bartley, J. E., Hayes, T., Riedel, M. C., Salo, T., Bravo, E. I., Odean, R., Nazareth, A., Laird, R. W., Sutherland, M. T., Brewe, E., Pruden, S. M., & Laird, A. R. (2019). Sex differences in brain correlates of STEM anxiety. npj Science of Learning, 4, 18. https://doi.org/10.1038/s41539....
 
12.
Gregg, N., Wolfe, G., Jones, S., Todd, R., Moon, N., & Langston, C. (2016). STEM e-mentoring and community college students with disabilities. Journal of Postsecondary Education and Disability, 29(1), 47-63.
 
13.
Griggs, M. S., Rimm-Kaufman, S. E., Merritt, E. G., & Patton, C. L. (2013). The responsive classroom approach and fifth grade students’ math and science anxiety and self-efficacy. School Psychology Quarterly, 28(4), 360-373. https://doi.org/10.1037/spq000....
 
14.
Hasanah, U. (2020). Key definitions of STEM education: Literature review. Interdisciplinary Journal of Environmental and Science Education, 16(3), e2217. https://doi.org/10.29333/ijese....
 
15.
Henderson, R., Stewart, G., Stewart, J., Michaluk, L., & Traxler, A. (2017). Exploring the gender gap in the conceptual survey of electricity and magnetism. Physical Review Physics Education Research, 13(2), 020114. https://doi.org/10.1103/physre....
 
16.
Henschel, S. (2021). Antecedents of science anxiety in elementary school. The Journal of Educational Research, 114(3), 263-277. https://doi.org/10.1080/002206....
 
17.
Hong, Z. (2009). Effects of a collaborative science intervention on high achieving students’ learning anxiety and attitudes toward science. International Journal of Science Education, 32(15), 1971-1988. https://doi.org/10.1080/095006....
 
18.
Idris, R., Govindasamy, P., Nachiappan, S., & Bacotang, J. (2023). Examining moderator factors influencing students’ interest in STEM careers: The role of demographic, family, and gender. International Journal of Academic Research in Progressive Education and Development, 12(2), 2298-2312. https://doi.org/10.6007/ijarpe....
 
19.
Irwanto, I., Saputro, A. D., Widiyanti, Ramadhan, M. F., & Lukman, I. R. (2022). Research trends in STEM Education from 2011 to 2020: A systematic review of publications in selected journals. International Journal of Interactive Mobile Technologies, 16(05), 19-32. https://doi.org/10.3991/ijim.v....
 
20.
Kaur, N., & Vadhera, R. P. (2021). Predicting students’ achievement in science from selected affective factors. SN Social Sciences, 1, 33. https://doi.org/10.1007/s43545....
 
21.
Mallow, J., Kastrup, H., Bryant, F. B., Hislop, N., Shefner, R., & Udo, M. (2010). Science anxiety, science attitudes, and gender: Interviews from a binational study. Journal of Science Education and Technology, 19(4), 356-369. https://doi.org/10.1007/s10956....
 
22.
Meaders, C. L., Lane, A. K., Morozov, A. I., Shuman, J. K., Toth, E. S., Stains, M., Stetzer, M. R., Vinson, E., Couch, B. A., & Smith, M. K. (2020). Undergraduate student concerns in introductory STEM courses: What they are, how they change, and what influences them. Journal for STEM Education Research, 3(2), 195-216. https://doi.org/10.1007/s41979....
 
23.
Megreya, A. M., Szűcs, D., & Moustafa, A. A. (2021). The abbreviated science anxiety scale: Psychometric properties, gender differences and associations with test anxiety, general anxiety and science achievement. PLoS ONE, 16(2), e0245200. https://doi.org/10.1371/journa....
 
24.
Moeller, J., Salmela-Aro, K., Lavonen, J., & Schneider, B. (2015). Does anxiety in science classrooms impair science motivation?–Gender differences beyond the mean level. International Journal of Gender, Science and Technology, 7(2), 229-254.
 
25.
Murphy, S. (2018). School location and socioeconomic status and patterns of participation and achievement in senior secondary mathematics. Mathematics Education Research Journal, 31(3), 219-235. https://doi.org/10.1007/s13394....
 
26.
Reis, G., Dionne, L., & Trudel, L. (2014). Sources of anxiety and the meaning of participation in/for science fairs: A Canadian case. Canadian Journal of Science, Mathematics and Technology Education, 15(1), 32-50. https://doi.org/10.1080/149261....
 
27.
Smolyaninova, O. G., & Popova, J. V. (2019). Teacher competence deficiencies in the use of mediation technology in education. Education and Self Development, 14(3), 127-139. https://doi.org/10.26907/esd14....
 
28.
Stella, M., de Nigris, S., Aloric, A., & Siew, C. S. Q. (2019). Forma mentis networks quantify crucial differences in STEM perception between students and experts. PLoS ONE, 14(10), e0222870. https://doi.org/10.1371/journa....
 
29.
Udo, M. K., Ramsey, G. P., & Mallow, J. V. (2004). Science anxiety and gender in students taking general education science courses. Journal of Science Education and Technology, 13(4), 435-446. https://doi.org/10.1007/s10956....
 
30.
Utha, K., Subba, B. H., Mongar, B. B., Hopwood, N., & Pressick-Kilborn, K. (2021). Secondary school students’ perceptions and experiences of learning science and mathematics: The case of Bhutan. Asia Pacific Journal of Education, 43(2), 350-367. https://doi.org/10.1080/021887....
 
31.
Wan, Z. H., & Lee, J. C. K. (2017). Hong Kong secondary school students’ attitudes towards science: A study of structural models and gender differences. International Journal of Science Education, 39(5), 507-527. https://doi.org/10.1080/095006....
 
32.
Widanski, B. B., & McCarthy, W. C. (2009). Assessment of chemistry anxiety in a two-year college. Journal of Chemical Education, 86(12), 1447. https://doi.org/10.1021/ed086p....
 
eISSN:1305-8223
ISSN:1305-8215
Journals System - logo
Scroll to top