LITERATURE REVIEW
Parental involvement in students’ mathematics activities: A bibliometric analysis
 
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1
Department of Primary Education Doctoral, Universitas Negeri Yogyakarta, Yogyakarta, INDONESIA
 
2
Department of Mathematics Education, Universitas Sembilanbelas November Kolaka, Kolaka, INDONESIA
 
3
Department of Mathematics Education, Universitas Negeri Yogyakarta, Yogyakarta, INDONESIA
 
4
Department of Non-Formal Education, Universitas Negeri Yogyakarta, Yogyakarta, INDONESIA
 
5
Department of Primary Education Magister, Universitas Negeri Yogyakarta, Yogyakarta, INDONESIA
 
6
Department of Educational Technology Magister, Universitas Negeri Yogyakarta, Yogyakarta, INDONESIA
 
 
Online publication date: 2024-09-19
 
 
Publication date: 2024-10-01
 
 
EURASIA J. Math., Sci Tech. Ed 2024;20(10):em2513
 
KEYWORDS
ABSTRACT
This study is focused on investigating parental involvement in students’ mathematical activities. It presents a comprehensive bibliometric analysis that examines new areas of research to discover current trends and future research opportunities related to parental involvement in their children’s mathematics activities. This study intends to provide a meaningful contribution toward enhancing educational interventions in the future. The metadata of the publications included in this analysis was extracted from the Scopus and ERIC databases using the search criteria “(parent OR parent) AND (involvement OR support) AND (math or math) AND student.” After the screening step, a comprehensive analysis was conducted on a total of 944 articles using the tools Harzing’s Publish or Perish 8, Biblioshiny, and VOSviewer 1.6.20. The findings indicated that studies on this topic covered 42 years and accumulated a total of 17,392 citations. The most prolific year in terms of publications was 2023, with a peak of 80 studies published. The leading contributors to this body of research were Jianzhong Xu and James Reed Campbell, each authoring six papers. The keyword mapping results revealed several interesting research avenues for future investigation, such as the incorporation of psychological interventions, longitudinal studies, multidisciplinary approaches, and the utilization of technology.
REFERENCES (50)
1.
Anderson, S. L. (1982). Turning around junior highs in the district of Columbia. Educational Leadership, 40(3), 38-40.
 
2.
Ashton, J., Griffiths, G., Kaye, D., Kelly, B., & Marsh, D. (2011). Family mathematics/numeracy: Identifying the impact of supporting parents in developing their children’s mathematical skills. Proceedings of the British Society for Research into Learning Mathematics, 31(1), 7-12.
 
3.
Atasoy, R., Çoban, Ö., & Yatagan, M. (2022). Effect of ICT use, parental support and student hindering on science achievement: Evidence from PISA 2018. Journal of Learning and Teaching in Digital Age, 7(2), 127-140. https://doi.org/10.53850/jolti....
 
4.
Averill, R., Metson, A., & Bailey, S. (2016). Enhancing parental involvement in student learning. Curriculum Matters, 12, 109-131. https://doi.org/10.18296/cm.00....
 
5.
Bellon, E., van Bergen, E., & Dowker, A. D. (2022). Is parental mathematics anxiety associated with young children’s arithmetical performance? Education Sciences, 12(11), Article 812. https://doi.org/10.3390/educsc....
 
6.
Benbow, C. P. (1988). Sex differences in mathematical reasoning ability in intellectually talented preadolescents: Their nature, effects, and possible causes. Behavioral and Brain Sciences, 11(2), 169-183. https://doi.org/10.1017/S01405....
 
7.
Block, J. H., & Fisch, C. (2020). Eight tips and questions for your bibliographic study in business and management research. Management Review Quarterly, 70(3), 307-312. https://doi.org/10.1007/s11301....
 
8.
Chiu, M.-S. (2023). Gender differences in mathematical achievement development: A family psychobiosocial model. European Journal of Psychology of Education, 38(4), 1481-1504. https://doi.org/10.1007/s10212....
 
9.
Choi, J., & Han, H. S. (2020). Do parental attitudes really matter to children’s mathematics anxiety? A meta-analysis. Universal Journal of Educational Research, 8(5), 1731-1740. https://doi.org/10.13189/ujer.....
 
10.
Coulombe, G. (1995). Parental involvement: A key to successful schools. NASSP Bulletin, 79(567), 71-75. https://doi.org/10.1177/019263....
 
11.
Cui, Y., Zhang, D., & Leung, F. K. S. (2021). The influence of parental educational involvement in early childhood on 4th grade students’ mathematics achievement. Early Education and Development, 32(1), 113-133. https://doi.org/10.1080/104092....
 
12.
DiStefano, M., Retanal, F., Bureau, J. F., Hunt, T. E., Lafay, A., Osana, H. P., Skwarchuk, S. L., Trepiak, P., Xu, C., LeFevre, J. A., & Maloney, E. A. (2023). Relations between math achievement, math anxiety, and the quality of parent-child interactions while solving math problems. Education Sciences, 13(3), Article 307. https://doi.org/10.3390/educsc....
 
13.
Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285-296. https://doi.org/10.1016/j.jbus....
 
14.
Đurišić, M., & Bunijevac, M. (2017). Parental involvement as a important factor for successful education. Center for Educational Policy Studies Journal, 7(3), 137-153. https://doi.org/10.26529/cepsj....
 
15.
Fan, X., & Chen, M. (2001). Parental involvement and students′ academic achievement: A meta-analysis. Educational Psychology Review, 13, 1-22. https://doi.org/10.1023/A:1009....
 
16.
Fuligni, A. J. (1997). The academic achievement of adolescents from immigrant families: The roles of family background, attitudes, and behavior. Child Development, 68(2), 351-363. https://doi.org/10.1111/j.1467....
 
17.
Goshin, M., & Mertsalova, T. (2018). Types of parental involvement in education, socio-economic status of the family and students’ academic results. Educational Studies, 3, 68-90. https://doi.org/10.17323/1814-....
 
18.
Hernández-Padilla, E., Bazán-Ramírez, A., Bazán-Ramírez, W., & Solano-Gutierrez, J. (2023). Parental participation and parents’ support: Effects on mathematics achievement, 2018 national assessment of learning, Mexico. Frontiers in Psychology, 14, Article 1154470. https://doi.org/10.3389/fpsyg.....
 
19.
Hong, S., Yoo, S. K., You, S., & Wu, C. C. (2010). The reciprocal relationship between parental involvement and mathematics achievement: Autoregressive cross-lagged modeling. Journal of Experimental Education, 78(4), 419-439. https://doi.org/10.1080/002209....
 
20.
Huang, F., Huang, Z., Li, Z., & Zhang, M. (2021). Relationship between parental involvement and mathematics achievement of Chinese early adolescents: Multiple mediating roles of mental health and mathematics self-efficacy. International Journal of Environmental Research and Public Health, 18, Article 9565. https://doi.org/10.3390/ijerph....
 
21.
Ing, M. (2014). Can parents influence children’s mathematics achievement and persistence in STEM careers? Journal of Career Development, 41(2), 87-103. https://doi.org/10.1177/089484....
 
22.
Jay, T., Rose, J., & Simmons, B. (2018). Why is parental involvement in children’s mathematics learning hard? Parental perspectives on their role supporting children’s learning. SAGE Open, 8(2). https://doi.org/10.1177/215824....
 
23.
Kantova, K. (2024). Parental involvement and education outcomes of their children. Applied Economics, 56(48), 5683-5698. https://doi.org/10.1080/000368....
 
24.
Kassis, W., Dueggeli, A., Govaris, C., Kassis, M., Dittmar, M., Aksoy, D., & Favre, C. A. (2024). Longitudinal negotiation, navigation processes, and school success in high school: A two-wave latent transition approach. Adversity and Resilience Science, 5, 219-240. https://doi.org/10.1007/s42844....
 
25.
Kaya, D., & Ok, G. (2022). Problems encountered by mathematics and science teachers in classrooms where Syrian students under temporary protection status are educated and suggestions for solution. International Journal of Contemporary Educational Research, 8(1), 111-127. https://doi.org/10.33200/ijcer....
 
26.
Kelly, J., Sadeghieh, T., & Adeli, K. (2014). Peer review in scientific publications: Benefits, critiques, & a survival guide. The Journal of the International Federation of Clinical Chemistry and Laboratory Medicine, 25(3), 227-243.
 
27.
Kyeremeh, P., & Dorwu, E. (2022). Supporting young children’s mathematical development: The role of parents. International Online Journal of Primary Education, 11(2), 320-337. https://doi.org/10.55020/iojpe....
 
28.
Leana, C. R., & Pil, F. K. (2006). Social capital and organizational performance: Evidence from urban public schools. Organization Science, 17(3), 353-366. https://doi.org/10.1287/orsc.1....
 
29.
Marín-Marín, J. A., Moreno-Guerrero, A. J., Dúo-Terrón, P., & López-Belmonte, J. (2021). STEAM in education: A bibliometric analysis of performance and co-words in Web of Science. International Journal of STEM Education, 8, Article 41. https://doi.org/10.1186/s40594....
 
30.
McDonnall, M. C., Cavenaugh, B. S., & Giesen, J. M. (2012). The relationship between parental involvement and mathematics achievement for students with visual impairments. Journal of Special Education, 45(4), 204-215. https://doi.org/10.1177/002246....
 
31.
Møller, A. K., & Kaup, C. F. (2023). Parents’ and children’s learning when collaborating on inquiry-based mathematics and computational thinking tasks. Journal of Pedagogical Research, 7(2), 108-126. https://doi.org/10.33902/JPR.2....
 
32.
Moral-Muñoz, J. A., Herrera-Viedma, E., Santisteban-Espejo, A., & Cobo, M. J. (2020). Software tools for conducting bibliometric analysis in science: An up- to-date review. Profesional De La información, 29(1). https://doi.org/10.3145/epi.20....
 
33.
Rodríguez, S., Piñeiro, I., Gómez-Taibo, M. L., Regueiro, B., Estévez, I., & Valle, A. (2017). An explanatory model of maths achievement: Perceived parental involvement and academic motivation. Psicothema, 29(2), 184-190. https://doi.org/10.7334/psicot....
 
34.
Sachdeva, A. C. (2023). Role of parental involvement in student education with special reference to private college in Delhi. Tuijin Jishu/Journal of Propulsion Technology, 44(4), 6275-6283. https://doi.org/10.52783/tjjpt....
 
35.
Scheer, J. K., & Henniger, M. T. (1982). Math clinic: An ideal setting for parental involvement. Arithmetic Teacher, 30(2), 48-51. https://doi.org/10.5951/AT.30.....
 
36.
Secinaro, S., Brescia, V., Calandra, D., & Biancone, P. (2020). Employing bibliometric analysis to identify suitable business models for electric cars. Journal of Cleaner Production, 264, Article 121503. https://doi.org/10.1016/j.jcle....
 
37.
Serin, H. (2023). Mathematics anxiety: Overcoming challenges and achieving success. International Journal of Social Sciences & Educational Studies, 10(2), 383-389. https://doi.org/10.23918/ijsse....
 
38.
Sheldon, S. B., & Epstein, J. L. (2005). Involvement counts: Family and community partnerships and mathematics achievement. Journal of Educational Research, 98(4), 196-207. https://doi.org/10.3200/JOER.9....
 
39.
Shukla, S. Y., Tombari, A. K., Toland, M. D., & Danner, F. W. (2015). Parental support for learning and high school students’ academic motivation and persistence in mathematics. Journal of Educational and Developmental Psychology, 5(1), 44-56. https://doi.org/10.5539/jedp.v....
 
40.
Silinskas, G., & Kikas, E. (2019). Parental involvement in math homework: Links to children’s performance and motivation. Scandinavian Journal of Educational Research, 63(1), 17-37. https://doi.org/10.1080/003138....
 
41.
Soni, A., & Kumari, S. (2017). The role of parental math anxiety and math attitude in their children’s math achievement. International Journal of Science and Mathematics Education, 15(2), 331-347. https://doi.org/10.1007/s10763....
 
42.
Sui-Chu, E. H., & Willms, J. D. (1996). Effects of parental involvement on eighth-grade achievement. Sociology of Education, 69(2), 126-141. https://doi.org/10.2307/211280....
 
43.
Vukovic, R. K., Roberts, S. O., & Green Wright, L. (2013). From parental involvement to children’s mathematical performance: The role of mathematics anxiety. Early Education and Development, 24(4), 446-467. https://doi.org/10.1080/104092....
 
44.
Wu, Y., Hilpert, P., Tenenbaum, H., & Ng-Knight, T. (2022). A weekly-diary study of students schoolwork motivation and parental support. British Journal of Educational Psychology, 92, 1667-1686. https://doi.org/10.1111/bjep.1....
 
45.
Yang, Q. T., Star, J. R., Harris, P. L., & Rowe, M. L. (2023). Chinese parents’ support of preschoolers’ mathematical development. Journal of Experimental Child Psychology, 236, 105753. https://doi.org/10.1016/j.jecp....
 
46.
Yaro, K. (2015). Parental involvement in children’s mathematics learning: A case of a rural community, Ghana [Master’s thesis, University of British Columbia].
 
47.
Zhou, J., Liu, H., Wen, H., Wang, X., Wang, Y., & Yang, T. (2022). The association between physical activity and mathematical achievement among Chinese fourth graders: A moderated moderated-mediation model. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.....
 
48.
Zhu, H., Li, J., Yuan, Z., & Li, J. (2023). Bibliometric analysis of spatial accessibility from 1999-2022. Sustainability, 15(18), Article 13399. https://doi.org/10.3390/su1518....
 
49.
Zhu, J., & Chiu, M. M. (2019). Early home numeracy activities and later mathematics achievement: Early numeracy, interest, and self-efficacy as mediators. Educational Studies in Mathematics, 102(2), 173-191. https://doi.org/10.1007/s10649....
 
50.
Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429-472. https://doi.org/10.1177/109442....
 
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