Abstract
This work introduces an innovative audio massive open online courses (MOOC) framework which enables distance learning through mere phone calls, leveraging the existing telephony infrastructure as an alternative to internet connectivity, for the illiterate/semi-literate population. It has been conceived to open up access to learning materials to the unreached and the have-nots usually hindered by barriers such as language, literacy, culture, connectivity and distance. While existing MOOCs are being developed for higher-end phones and tablets having internet access, we are proposing a framework for lower-end mobile phones by exploiting VoIP and IVR technology over existing telecommunication infrastructure to enable access to audio learning materials. This work formulates 47 requirements for an audio MOOC framework, which comprises three layers, namely the application, the interfacing and the telephony layers, each having their respective functionalities. As proof of concept, we derived two (2) architectures, namely the configuration-only and the plugin architecture. From thereon, several systems were implemented on varying case scenarios and tested on controlled groups of 267 semi-literate participants both in Mauritius and India, respectively. Very conclusive and promising results were obtained in terms of infrastructure setup under various scenarios, usability and ease of use of the system, learning effectiveness through the pre- and post-test carried out. The framework proved to be reliable, robust and performed as per its requirements.
Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.Availability of data and material
The authors declare the data are available upon request.
Code availability
The authors declare that there is no code pertaining to this research.
References
Agarwal, A.: Online Universities. It’s Time for Teacher+A1:A14s to Join the Revolution. The Guardian (2013). Available at: http://www.theguardian.com/education/2013/jun/15/university-education-online-mooc
Friedmand, T.: Revolution Hits the Universities. The New York Times (2013). Available at: http://www.nytimes.com/2013/01/27/opinion/sunday/friedman-revolution-hits-the-universities.html
Maguire, D.: The 'Hype Cycle’ of MOOCs and Other Big Ideas. Times Higher Education (2014). Available at: https://www.timeshighereducation.com/comment/opinion/the-hype-cycle-of-moocs-and-other-big-ideas/2010206.article
Shah, D.: By The Numbers: MOOCS in 2017. How has the MOOC Space Grown This Year? Get the Facts, Figures, and Pie Charts (2018). Online. Available at: https://www.class-central.com/report/mooc-stats-2017/
Shah, D.: A Decade of MOOCs: A Review of MOOC Stats and Trends in 2021—Class Central (2021). Available at: https://www.classcentral.com/report/moocs-stats-and-trends-2021/.
Christensen, G., Steinmetz, A., Alcorn, B., Bennett, A., Woods, D., Emanuel, E.J.: The MOOC phenomenon: Who takes massive open online courses and why? Available at: SSRN 2350964 (2013)
OECD: ICTs and Economic Growth in Developing Countries (2005). Available at: https://www.oecd.org/sti/1888451.pdf
Van Dijk, J.: Digital divide: impact of access. In: Rössler, P., Hoffner, C.A., Zoonen, A. (eds.) The International Encyclopedia of Media Effects, pp. 1–11. Wiley, Chichester (2017). https://doi.org/10.1002/9781118783764.wbieme0043
Rasheed, R.A., et al.: A systematic mapping study of the empirical MOOC literature. IEEE Access 7, 124809–124827 (2019). https://doi.org/10.1109/access.2019.2938561
Worldbank: Literacy Rate, Adult Total (% of People Ages 15 and Above) (2018). [Online]. Available at: https://data.worldbank.org/indicator/SE.ADT.LITR.ZS?end=2016&locations=ZG-1W-Z4-8S-Z7-ZJ&start=2016&view=bar
ITU: ICT Facts and Figures (2017). Online. Available at: https://www.itu.int/en/ITU-D/Statistics/Documents/facts/ICTFactsFigures2017.pdf
Gameel, B.G., Wilkins, K.G.: When it comes to MOOCs, where you are from makes a difference. Comput. Educ. 136, 49–60 (2019)
van de Oudeweetering, K., Agirdag, O., Sun, J.C.Y., Chen, A.Y.Z., Yeh, K.P.C., Cheng, Y.T., Lin, Y.Y., Hwang, G.J., Tu, N.T., Wang, X.M., Michailidis, N.: 10. The virtues of Taiwanese internet-using adolescents: the development and validation of the cyber virtues scale. J. Educ. Technol. Soc. 21(1), 104–111 (2018)
Evans, S., McIntyre, K.: MOOCs in the humanities: Can they reach underprivileged students? Convergence 22(3), 313–323 (2016)
van Deursen, A.J., Helsper, E.J.: The third-level digital divide: Who benefits most from being online? In: Robinson, L., Cotten, S.R., Schulz, J., Hale, T.M., Williams, A. (eds.) Communication and Information Technologies Annual. Emerald Group Publishing Limited, Bingley (2015)
Koutropoulos, A., Zaharias, P.: Down the rabbit hole: an initial typology of issues around the development of MOOCs. Curr. Issues Emerg. eLearn. 2(1), 4 (2015)
Liyanagunawardena, T.R., Adams, A.A., Williams, S.A.: MOOCs: a systematic study of the published literature 2008–2012. Int. Rev. Res. Open Distrib. Learn. 14(3), 202–227 (2013)
Haggard, S., Brown, S., Mills, R., Tait, A., Warburton, S., Lawton, W., Angulo, T.: The Maturing of the MOOC: Literature Review of Massive Open Online Courses and Other Forms of Online Distance Learning. Department for Business, Innovation and Skills, UK Government (2013)
Moloo, R.K., Khedo, K.K., & Prabhakar, T.V.: Critical evaluation of existing audio learning systems using a proposed TOL model. Comput. Educ. 117, 102–115 (2018)
Moloo, R.K.: An Audio MOOC framework leveraging the telephony infrastructure as an alternative to Internet Connectivity. PhD Dissertation. University of Mauritius, Reduit, Mauritius (2020)
Shears, A.E.: Development of management courses for the agriculture sector in Nigeria. PLET Program. Learn. Educ. Technol. 21(2), 88–94 (1984)
Long, T.: Broadcasting for rural development. Media Educ. Dev. 17(1), 17–19 (1984)
Ginsburg, M.B., Arias-Godinez, B.: Nonformal education and social reproduction/transformation: educational radio in Mexico. Comp. Educ. Rev. 28(1), 116–127 (1984)
Byram, M., Kidd, R.: Hands-on approach to popularizing radio learning group campaigns. Convergence 16(4), 14 (1983)
Anzalone, S., Bosch, A., World Bank: Improving Educational Quality Through Interactive Radio Instruction a Toolkit for Policymakers and Planners (2005). Available at : http://siteresources.worldbank.org/INTAFRICA/Resources/toolkit_for_radio.pdf
Cooksun, P.S.: Instructor and participant responses to critical condition of audio conferencing. Tech. Trends 40(4), 23–25 (1995)
Macmullen, P.: Audio Conferencing in Support of Distance Education (2001). COL Available at http://oasis.col.org/bitstream/handle/11599/34/KS2001-02_audioconferencing.pdf?sequence=1&isAllowed=y
Hitch, L.P., MacBrayne, P.: A Model for Effectively Supporting e-Learning (2003). Available at: http://technologysource.org/article/6/
Gilroy, K., Diedhiou, A., Cox, C.M., Duncan, L., Koumtingue, D., Pacqué-Margolis, S., Fort, A., Settle, D., Bailey, R.: Use of an Interactive Voice Response System to deliver Refresher Training in Senegal: Findings from Pilot Implementation and Assessment (2015). Available at: http://www.capacityplus.org/files/resources/ivr-system-refresher-training-senegal.pdf
Patel, N., Agarwal, S., Rajput, N., Nanavati, A., Dave, P., Parikh, T.S.: Experiences designing a voice interface for rural India. In: Spoken Language Technology Workshop, 2008. SLT 2008, pp. 21–24. IEEE (2008)
Vuong, S.T., Schroeder, J., Alam, M., Tjia, A., Chung, Y.I., Chen, A. (2010) LIVES: learning through an interactive voice educational system. In: Proceedings of the IADIS International Conference Mobile Learning 2010, pp. 157–164
Motiwalla, L.F.: A voice-enabled E-learning service platform. In: Proceedings of the 5th International Conference on Networking and Services, ICNS 2009, pp. 597–602 (2009)
García, V.M.Á., Ruiz, M.D.P.P., Pérez, J.R.P.: Voice interactive classroom, a service-oriented software architecture for speech-enabled learning. J. Netw. Comput. Appl. 33(5), 603–610 (2010)
Stracke, C.M., Trisolini, G.: A systematic literature review on the quality of MOOCs. Sustainability 13(11), 5817 (2021). https://doi.org/10.3390/su13115817
Kazman, R., Klein, M., Clements, P.: ATAM: Method for Architecture Evaluation (No. CMU/SEI-2000-TR-004). Carnegie-Mellon Univ Pittsburgh PA Software Engineering Inst. (2000)
López, X., Valenzuela, J., Nussbaum, M., Tsai, C.C.: Some recommendations for the reporting of quantitative studies. Comput. Educ. 91(C), 106–110 (2015)
Monthly Telecom Scenario March 2023 (2023). Available at: https://dot.gov.in/sites/default/files/MTS%20March%202023.pdf?download=1
Literacy Rate of India 2021 || State Wise Literacy Rate (2021). Available at: https://censusofindia2021.com/literacy-rate-of-india-2021/
countrymeters.info: Mauritius Population (2023) Live—Countrymeters (n.d.). Available at: https://countrymeters.info/en/Mauritius#:~:text=Literacy%20rate%20for%20adult%20female,youth%20literacy%20rate%20is%2098.72%25
Observatory Internet—ICTA Website (nd). Available at: https://www.icta.mu/observatory-internet/
D’Alonzo, K.: Evaluation and revision of questionnaires for use among low-literacy immigrant Latinos. Rev. Latino Am. Enferm. 19(5), 1255–1264 (2011)
Bernal, H., Wooley, S., Schensul, J.J.: The challenge of using likert-type scales with low-literate ethnic populations. Nurs. Res. 46(3), 179–181 (1997)
Yadav, K.: MobiMOOC-A Massive Open Online Course on Horticulture-An Effectiveness Study, Uttar Pradesh State, INDIA (2015). Available at: https://oasis.col.org/handle/11599/574. Accessed 24 Dec 2018
Gregg, B.: Linux Load Averages: Solving the Mystery (2017). Available at: http://www.brendangregg.com/blog/2017-08-08/linux-load-averages.html.
Ong, W.J.: Orality and Literacy. Routledge, London (1982)
Laaser, W.: Some didactic aspects of audio-cassettes in distance education. Distance Educ. 7(1), 143–152 (1986)
Bloom, B.S.: Taxonomy of Educational Objectives: The Classification of Educational Goals: Cognitive Domain. Longman, Harlow (1956)
Meet, R.K., Kala, D.: Trends and future prospects in MOOC researches: a systematic literature review 2013–2020. Contemp. Educ. Technol. 13(3), 312 (2021). https://doi.org/10.30935/cedtech/10986
Funding
This research was sponsored by the following: (1) Mobile for Malis, India—Commonwealth of Learning (COL), Research-I Foundation, and the Department of Computer Science and Engineering, IIT Kanpur. [Grant No. NA—It was an MoU between IITk and COL], (2) Mauritius Research Council (MRC) [Grant No: MRC/RUN/1726], (3) Outer Island Development Corporation (OIDC).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflicts of interest
The authors have no conflict of interest to declare that are relevant to the content of this article.
Ethics approval
This work did not require any ethics approval.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Moloo, R.K., Khedo, K.K. & Prabhakar, T.V. An audio MOOC framework for the digital inclusion of low literate people in the distance education process. Univ Access Inf Soc (2023). https://doi.org/10.1007/s10209-023-01051-5
Accepted:
Published:
DOI: https://doi.org/10.1007/s10209-023-01051-5