Evaluating Digital Proficiency: A Study on Online and Face-to-Face Educational Engagement Among Rural Middle School Students in Republic of Moldova.
DOI:
https://doi.org/10.18662/rrem/16.2/844Keywords:
digital divide, online education, education, gender, digital inequalitiesAbstract
Digital inequalities in terms of access, skills, and digital technology use, generate a barrier to participating in an e-learning process, and ultimately it can be a major source of exclusion, inequality, and social isolation. This quantitative research was carried out on a sample of 1526 middle school students residing in rural areas from the Republic of Moldova. The goal of this study is to assess the digital skills of students and their perception of the online educational process. Our results indicate that the highest digital competence area is Digital content creation (DC) and the lowest is “Problem-solving” (PS). We also found a positive correlation between face-to-face discussion with the teacher and the mean scores from the digital skills level, the correlation seems to be mediated by the variable "the possibility to ask the teacher" (PAT). The discussion centers on the teacher's function as a facilitator and mediator of the learning process, with a focus on the tangible interaction between teachers and students as a key contributing factor to the cultivation and enhancement of digital skills.
References
Alexandru, M. E., & Scoda, A. D. (2020). The development of digital competences. Current challenges and perspectives. Journal of Pedagogy, 2, 87-103.
Allen, M., Mabry, E., Mattrey, M., Burhis, J., Titsworth, S., & Burrell, N. (2006). Evaluating the effectiveness of distance learning: A comparison using meta-analysis. Journal of Communication, 54, 402–420. https://doi.org/10.1111/j.1460-2466.2004.tb02636.x
Bali, S., & Liu, M. C. (2018). Students’ perceptions toward online learning and face-to-face learning courses. Journal of Physics: Conference Series, 1108. https://doi.org/10.1088/1742-6596/1108/1/012094
Bărbuță, A., (2023). September 04-05. The gender digital divide in education: The case of students from rural area from Republic of Moldova. In ICDS 2023: 17. International Conference on Digital Societies, 2023, Tokyo. https://waset.org/conferences-in-september-2023-in-tokyo/program
Beaunoyer, E., Dupéré, S., & Guitton, M. J. (2020). COVID-19 and digital inequalities: Reciprocal impacts and mitigation strategies. Computers in human behavior, 111, 106424. https://doi.org/10.1016/j.chb.2020.106424
Binkley, M., Erstad, O., Herman, J., Raizen, S., Ripley, M., Miller-Ricci, M., & Rumble, M. (2012). Defining twenty-first century skills. Assessment and teaching of 21st century skills, 17-66. https://doi.org/10.1007/978-94-007-2324-5_2
Box, S., & West, J. K. (2016). Economic and social benefits of internet openness. OECD Digital Economy Series, (257), http://dx.doi.org/10.2139/ssrn.2800227
Castellacci, F., & Tveito, V. (2018). Internet use and well-being: A survey and a theoretical framework. Research policy, 47(1), 308-325. https://doi.org/10.1016/j.respol.2017.11.007
Datoo, A. K. (2021). Digital divide and social inequalities: Sociological perspectives on technology and education. In Innovative Education Technologies for 21st Century Teaching and Learning (pp. 191-198). CRC Press.
Demeuse, M., & Baye, A. (2008). Indicateurs d’équité éducative. Une analyse de la ségrégation académique et sociale dans les pays européens (No. 165, pp. 91-103). ENS Éditions. https://doi.org/10.4000/rfp.1140
DiMaggio, P., Hargittai, E., Celeste, C., & Shafer, S. (2004). From unequal access to differentiated use. In Social Inequality, eds. K. Neckerman. New York, NY: Russel Sage Foundation, 355–400.
Elena-Bucea, A., Cruz-Jesus, F., Oliveira, T., & Coelho, P. S. (2021). Assessing the role of age, education, gender and income on the digital divide: Evidence for the European Union. Information Systems Frontiers, 23, 1007-1021.
Fang, M. L., Canham, S. L., Battersby, L., Sixsmith, J., Wada, M., & Sixsmith, A. (2019). Exploring privilege in the digital divide: implications for theory, policy, and practice. The Gerontologist, 59(1), e1-e15. https://doi.org/10.1093/geront/gny037
Ferrari, A., & Punie, Y. (2013). DIGCOMP: A framework for developing and understanding digital competence in Europe. https://doi.org/10.2788/52966
Fiorella, L., van Gog, T., Hoogerheide, V., & Mayer, R. E. (2017). It’s all a matter of perspective: Viewing first-person video modeling examples promotes learning of an assembly task. Journal of Educational Psychology, 109(5), 653–665. https://doi.org/10.1037/edu0000161
Fraillon, J., Ainley, J., Schulz, W., Friedman, T., & Gebhardt, E. (2014). Preparing for life in a digital age: The IEA International Computer and Information Literacy Study international report. Springer Nature.
Grecu, A. (2021). Digital development in Republic of Moldova. country profile with statistical data. EcoSoEn, 2(3-4), 194-201.
Gui, M. (2007). Formal and substantial Internet information skills: The role of socio-demographic differences on the possession of different components of digital literacy. First Monday, 12(9). https://doi.org/10.5210/fm.v12i9.2009
Hargittai, E. (2010). Digital na(t)ives? Variation in Internet skills and uses among members of the “net generation”. Sociological Inquiry, 80, 92–113. https://doi.org/10.1111/j.1475-682X.2009.00317.x
Hargittai, E., & Hinnant, A. (2008). Digital inequality: Differences in young adults' use of the Internet. Communication research, 35(5), 602-621. https://doi.org/10.1177/0093650208321782
Helsper, E. J., & Reisdorf, B. C. (2017). The emergence of a “digital underclass” in Great Britain and Sweden: Changing reasons for digital exclusion. New media & society, 19(8), 1253-1270. https://doi.org/10.1177/14614448166346
Hoogerheide, V., Loyens, S. M. M., & van Gog, T. (2016). Learning from video modeling examples: Does gender matter? Instructional Science, 44(1), 69–86. https://doi.org/10.1007/s11251-015-9360-y
Huisman, J., Smolentseva, A., & Froumin, I. (2018). 25 years of transformations of higher education systems in post-Soviet countries: Reform and continuity (p. 482). Springer Nature. https://doi.org/10.1007/978-3-319-52980-6
Inegbedion, H.E. (2021), Digital divide in the major regions of the world and the possibility of convergence. The Bottom Line, 34(1), 68-85. https://doi.org/10.1108/BL-09-2020-0064
Ingram, G. (2021). Bridging the global digital divide: A platform to advance digital development in low-and middle-income countries. https://www.brookings.edu/wp-content/uploads/2021/05/bridging-the-digital-divide_final.pdf
Kim, J. Y., & Meister, A. (2023). Microaggressions, interrupted: The experience and effects of gender microaggressions for women in STEM. Journal of Business Ethics, 185(3), 513-531. https://doi.org/10.1007/s10551-022-05203-0
Korupp, S. E., & Szydlik, M. (2005). "Causes and trends of the digital divide." European Sociological Review, 21(4), 409-422. https://doi.org/10.1093/esr/jci030
Malecki, E. J. (2003). Digital development in rural areas: potentials and pitfalls. Journal of rural studies, 19(2), 201-214. https://doi.org/10.1016/S0743-0167(02)00068-2
Manyika, J., & Roxburgh, C. (2011). The great transformer: The impact of the Internet on economic growth and prosperity. McKinsey Global Institute, 1(0360-8581).
Mather, M., & Sarkans, A. (2018). Student perceptions of online and face-to-face learning. International Journal of Curriculum and Instruction, 10(2), 61-76
McCarthy, M. T. (2022). The big data divide and its consequences. Machine Learning and the City: Applications in Architecture and Urban Design, 547-559. https://doi.org/10.1002/9781119815075.ch46
Mossberger, K., Tolbert, C. J., & McNeal, R. S. (2007). Digital citizenship: The Internet, society and participation. Cambridge, MA: The MIT Press. https://doi.org/10.12669/pjms.36.COVID19-S4.2785
Mukhtar, K., Javed, K., Arooj, M., & Sethi, A. (2020). Advantages, Limitations and Recommendations for online learning during COVID-19 pandemic era. Pakistan Journal of medical sciences, 36(COVID19-S4), S27. https://doi.org/10.12669/pjms.36.COVID19-S4.2785
Neagu, G. (2022). Understanding the implications of digital competence for the education process in Romania. A literature review. Digital Literacy for Teachers, 441-462.
Osoianu, V., Corghenci, L., Dmitric, E., Povestca, L., Vasilica, V., Drăgănel, A., ... & Ucrainciuc, S. (2021). Dezvoltarea competenţelor din perspectiva învăţării pe tot tot parcursul vieţii: rolul și locul lecturii. Biblioteca Națională a Republicii Moldova
Pettersson, F. (2018). On the issues of digital competence in educational contexts–a review of literature. Education and information technologies, 23(3), 1005-1021. https://doi.org/10.1007/s10639-017-9649-3
Pisica, R. (2022). Digital divide and the opportunity dimension of economic inequality: The case of the Republic of Moldova. International Journal of Management, Knowledge and Learning, 11. https://doi.org/10.53615/2232-5697.11.167-175
Ragnedda, M. (2018). Conceptualizing digital capital. Telematics and informatics, 35(8), 2366-2375. https://doi.org/10.1016/j.tele.2018.10.006
Ragnedda, M., & Muschert, G. W. (Eds.). (2013). The digital divide: The Internet and social inequality in international perspective. Routledge.
Ragnedda, M., & Ruiu, M. (2017). Social capital and the three levels of digital divide. https://doi.org/10.4324/9781315455334-3
Ransom, A., LaGrant, B., Spiteri, A., Kushnir, T., Anderson, A. K., & De Rosa, E. (2022). Face-to-face learning enhances the social transmission of information. Plos one, 17(2), e0264250. https://doi.org/10.1371/journal.pone.0264250
Ritzhaupt, A. D., Cheng, L., Luo, W., & Hohlfeld, T. N. (2020). The digital divide in formal educational settings: The past, present, and future relevance. Handbook of Research in Educational Communications and Technology: Learning Design, 483-504. https://doi.org /10.1007/978-3-030-36119-8_23
Robinson, L., Cotten, S. R., Ono, H., Quan-Haase, A., Mesch, G., Chen, W., et al. (2015). Digital inequalities and why they matter. Information, Communication and Society, 18, 569–582. https://doi.org/10.1080/1369118X.2015.1012532
Rundel, C., & Salemink, K. (2021). Bridging digital inequalities in rural schools in Germany: A geographical lottery?. Education sciences, 11(4), 181. https://doi.org/10.3390/educsci11040181
Serhat, A. (2023). The geographical digital divide: Urban-rural, regional and gender inequalities of digital transformation in Turkey. Journal of Geography, (46), 111-122. https://doi.org/10.26650/JGEOG2023-1169477
Seymour, K., Skattebol, J., & Pook, B. (2020). Compounding education disengagement: COVID-19 lockdown, the digital divide and wrap-around services. Journal of Children's Services, 15(4), 243-251. https://doi.org/10.1108/JCS-08-2020-0049
So, H. J., & Brush, T. A. (2008). Student perceptions of collaborative learning, social presence and satisfaction in a blended learning environment: Relationships and critical factors. Computers & education, 51(1), 318-336. https://doi.org/10.1016/j.compedu.2007.05.009
Stevenson, B. (2009). The Internet and job search. Studies of labor market intermediation, 2, 67-86.
Stojanović, A., Radić, A., Arsić, S., & Milošević, I. (2022). Investigating digital divide in European rural areas as a barrier to knowledge sharing. PaKSoM, 343.
Strover, S. (2001). Rural internet connectivity. Telecommunications policy, 25(5), 331-347.
Toader, L. A., Paraschiv, D. M., & Manea, D. I. (2023). Digital interactions with public authorities in Romania and other Eastern European member states: A predictive model. Revista de Management Comparat International, 24(3), 371-381. https://doi.org/10.24818/RMCI.2023.3.371
Tomasik, M. J., Helbling, L. A., & Moser, U. (2021). Educational gains of in‐person vs. distance learning in primary and secondary schools: A natural experiment during the COVID‐19 pandemic school closures in Switzerland. International Journal of psychology, 56(4), 566-576. https://doi.org/10.1002/ijop.12728
Townsend, A. M. (2001). The Internet and the rise of the new network cities, 1969–1999. Environment and planning B: Planning and Design, 28(1), 39-58. https://doi.org/10.1068/b2688
UNICEF. (2020). Education and the COVID-19 Situation in the Republic of Moldova: Transformed into an opportunity, the education crisis can lead to the development of a more resilient educational system. https://www.unicef.org/moldova/media/4236/file/Working%20Paper%20Education%20and%20COVID19%20in%20the%20Republic%20of%20Moldova_FINAL%20Romanian%20version.pdf%20.pdf
Van Deursen, A. J., & Van Dijk, J. A. (2009). Improving digital skills for the use of online public information and services. Government information quarterly, 26(2), 333-340. https://doi.org/10.1016/j.giq.2008.11.002
Van Deursen, A. J., & Van Dijk, J. A. (2019). The first-level digital divide shifts from inequalities in physical access to inequalities in material access. New media & society, 21(2), 354-375. https://doi.org/10.1177/1461444818797082
Van Deursen, A., & Van Dijk, J. (2011). Internet skills and the digital divide. New media & society, 13(6), 893-911. https://doi.org/10.1177/1461444810386774
Van Dijk, J. (2020). The digital divide. John Wiley & Sons.
Van Dijk, J. A. G. M. (2006). Digital divide research, achievements and shortcomings. Poetics 34, 221–235. https://doi.org/10.1016/j.poetic.2006.05.00
Van Laar, E., Van Deursen, A. J., Van Dijk, J. A., & De Haan, J. (2017). The relation between 21st-century skills and digital skills: A systematic literature review. Computers in human behavior, 72, 577-588. https://doi.org/10.1016/j.chb.2017.03.010
Vassilakopoulou, P., & Hustad, E. (2023). Bridging digital divides: A literature review and research agenda for information systems research. Information Systems Frontiers, 1-15. https://doi.org/10.1007/s10796-020-10096-3
Vicente, M. R., & López, A. J. (2011). Assessing the regional digital divide across the European Union-27. Telecommunications Policy, 35(3), 220-237. https://doi.org/10.1016/j.telpol.2010.12.013
Vogels, E., 2021. Some digital divides persist between rural, urban and suburban America, Pew Research Center. United States of America. https://policycommons.net/artifacts/1808201/some-digital-divides-persist-between-rural-urban-and-suburban-america/2543052/ on 14 Sep 2023. CID: 20.500.12592/3893m3.
Warschauer, M. (2002). Reconceptualizing the Digital Divide. First Monday, 7(7). https://doi.org/10.5210/fm.v7i7.967
The World Bank (n.d). Fixed broadband subscriptions (per 100 people) – Moldova. International Telecommunication Union (ITU) World Telecommunication/ICT Indicators Database. https://data.worldbank.org/indicator/IT.NET.BBND.P2?locations=MD
ITU. (2021). Report – "The Status of Connectivity in 9 non-EU countries of Europe region". https://www.itu.int/en/ITU-D/Regional-Presence/Europe/Documents/Events/2021/Meaningful%20Connectivity/Report%20-%20The%20Status%20of%20Connectivity%20in%209%20non-EU%20countries%20of%20Europe%20region_final_clean.pdf
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