The Relationship between Family Socioeconomic Status and Online Education Usage: a Data Analysis Based on K-12 Students
Keywords:
socioeconomic status, online education, student engagement, digital divide, educational inequalityAbstract
In this study, we explore how socioeconomic status (SES) is associated with engagement in online education among K-12 students during the COVID-19 pandemic. Based on data from the 2022 Programme of International Student Assessment, a regression analysis was used to examine the effect of household income, parental education and technology access on students’ online learning engagement. SES factors explain 48% of the variance in the dependent internet use variable, access to computer (β =0.42) and household income(β=0.55) are statistically significant predictors. Students from higher-SES families showed substantially greater engagement scores (mean = 5.4), than did students from lower-SES families (mean = 3.1, p <0.001). The study finds that reducing this digital divide is essential for mitigating educational inequalities and recommends targeted policy interventions such as affordable access to the internet, as well as increased parental support.
References
Andrew, Alison, Sarah Cattan, Monica Costa Dias, Christine Farquharson, Lucy Kraftman, Sonya Krutikova, Angus Phimister, and Almudena Sevilla. “The Gendered Division of Paid and Domestic Work Under Lockdown.” Fiscal Studies 43, no. 4 (December 2022): 325–40. https://doi.org/10.1111/1475-5890.12312.
Bao, Wei. “COVID-19 and Online Teaching in Higher Education: A Case Study of Peking University.” Human Behavior and Emerging Technologies 2, no. 2 (April 2020): 113–15. https://doi.org/10.1002/hbe2.191.
Bayrakdar, Sait, and Ayse Guveli. “Inequalities in Home Learning and Schools’ Provision of Distance Teaching During School Closure of COVID-19 Lockdown in the UK.” ISER Working Paper Series. Colchester: nstitute for Social and Economic Research (ISER), 2020.
Cheng, Yutong. “Digital Inequalities and Student Engagement in Higher Education.” In Proceedings of the International Conference on Networked Learning, Vol. 14, 2024. https://doi.org/10.54337/nlc.v14i1.8080.
Coleman, James S. “Equality of Eeducational Opportunity.” Integrated Education 6, no. 5 (1968): 19–28.
Deursen, Alexander JAM Van, and Jan AGM Van Dijk. “The Digital Divide Shifts to Differences in Usage.” New Media & Society 16, no. 3 (May 2014): 507–26. https://doi.org/10.1177/1461444813487959.
DiMaggio, Paul, and Eszter Hargittai. “From the Digital Divide to Digital Inequality: Studying Internet Use as Penetration Increases.” Center for Arts and Cultural Policy Studies. New Jersey, 2001.
Dong, Chuanmei, Simin Cao, and Hui Li. “Young Children’s Online Learning during COVID-19 Pandemic: Chinese Parents’ Beliefs and Attitudes.” Children and Youth Services Review 118 (2020). https://doi.org/10.1016/j.childyouth.2020.105440.
Dorn, Emma, Bryan Hancock, Jimmy Sarakatsannis, and Ellen Viruleg. “COVID-19 and Education: An Emerging K-Shaped Recovery.” McKinsey & Company 14 (2021).
Fuadiy, Moch Rizal, and Siti Novia Rohmah. “Relationship of the Islamic-Religious-Education Subjects and Covid-19 Pandemic Atmosphere To Student’S Religiosity.” Transformasi 14, no. 2 (2021): 85–94.
Gezani, Baloyi. “Challenges of Online Learning in the Comprehensive Open Distance and Elearning Context – A Case Study of the University of South Africa.” E-Journal of Humanities, Arts and Social Sciences, July 2024, 1265–74. https://doi.org/10.38159/ehass.20245716.
GÜVEN, Ufuk, Sedat KARAÇAM, and Behlül Bilal SEZER. “Factors Affecting Course Attendance In Distance Education.” Nevşehir Hacı Bektaş Veli Üniversitesi SBE Dergisi 12, no. 4 (December 2022): 1962–77. https://doi.org/10.30783/nevsosbilen.1065288.
Hohlfeld, Tina N., Albert D. Ritzhaupt, Kara Dawson, and Matthew L. Wilson. “An Examination of Seven Years of Technology Integration in Florida Schools: Through the Lens of the Levels of Digital Divide in Schools.” Computers & Education 113 (October 2017): 135–61. https://doi.org/10.1016/j.compedu.2017.05.017.
Hou, Yansi, Shuangye Chen, and Xiaoying Lin. “Parental Digital Involvement in Online Learning: Addressing the Digital Divide, Not Redressing Digital Reproduction.” European Journal of Education 59, no. 2 (June 2024). https://doi.org/10.1111/ejed.12635.
Livingstone, Sonia. “Critical Reflections on the Benefits of ICT in Education.” Oxford Review of Education 38, no. 1 (February 2012): 9–24. https://doi.org/10.1080/03054985.2011.577938.
Njeri, Mwangi, and Ahmad Taym. “Analysing the Power of Socioeconomic Status on Access to Technology-Enhanced Learning in Secondary Schools.” Research Studies in English Language Teaching and Learning 2, no. 4 (July 2024): 223–50. https://doi.org/10.62583/rseltl.v2i4.55.
Sirin, Selcuk R. “Socioeconomic Status and Academic Achievement: A Meta-Analytic Review of Research.” Review of Educational Research 75, no. 3 (September 2005): 417–53. https://doi.org/10.3102/00346543075003417.
Sun, Litao, Yongming Tang, and Wei Zuo. “Coronavirus Pushes Education Online.” Nature Materials 19, no. 6 (June 2020): 687–687. https://doi.org/10.1038/s41563-020-0678-8.
Yates, Anne, Louise Starkey, Ben Egerton, and Florian Flueggen. “High School Students’ Experience of Online Learning During Covid-19: The Influence of Technology and Pedagogy.” Technology, Pedagogy and Education 30, no. 1 (January 2021): 59–73. https://doi.org/10.1080/1475939X.2020.1854337.
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