{"id":13561,"date":"2025-06-06T11:10:58","date_gmt":"2025-06-06T10:10:58","guid":{"rendered":"https:\/\/icertpublication.com\/?page_id=13561"},"modified":"2026-03-03T18:22:25","modified_gmt":"2026-03-03T12:52:25","slug":"impact-of-infrastructure-and-digital-literacy-on-cloud-ai-edtech-adoption-in-rural-india","status":"publish","type":"page","link":"https:\/\/icert.org.in\/index.php\/edu-mania\/edumania-an-international-multidisciplinary-journal-vol-03-issue-02\/impact-of-infrastructure-and-digital-literacy-on-cloud-ai-edtech-adoption-in-rural-india\/","title":{"rendered":"Impact of Infrastructure and Digital Literacy on Cloud-AI EdTech Adoption in Rural India"},"content":{"rendered":"\t\t
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Edumania-An International Multidisciplinary Journal<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Vol-03, Issue-2 (Apr-Jun 2025)<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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An International scholarly\/ academic journal, peer-reviewed\/ refereed journal, ISSN : 2960-0006<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Impact of Infrastructure and Digital Literacy on Cloud-AI EdTech Adoption in Rural India<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Deepak<\/span><\/p>

Assistant Professor, Department of Computer Science, NIILM University, Kaithal, Haryana <\/span><\/p>

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DOI: <\/span>https:\/\/doi.org\/10.59231\/edumania\/9131<\/span><\/a><\/p>

Page No.: 258\u2013268<\/span><\/p>

Subject: Computer Science \/ Educational Technology \/ Rural Development<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Received: Feb 20, 2025\u00a0<\/span><\/p>

Accepted: March 27, 2025\u00a0<\/span><\/p>

Published: April 01, 2025<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Thematic Classification: Cloud Computing, AI in Education, Digital Literacy, Rural Infrastructure.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Abstract<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Rural India\u2019s education sector faces a persistent digital divide: limited infrastructure and low digital literacy hamper the adoption of advanced teaching technologies. This paper examines how internet connectivity, devices, and teacher digital skills influence the use of cloud-based AI educational tools \u2013 specifically Learning Management Systems (LMS) and generative AI applications \u2013 among rural teachers. Drawing on official data (UDISE+, ASER, NSSO) and studies, we find stark gaps: for example, only ~41% of rural secondary schools had internet access in 2021\u201322, versus ~69% of urban schools. Similarly, while ~75% of rural households now own smartphones (2022), only ~31% of rural people regularly use the internet. Teacher surveys reveal that connectivity and lack of devices are major barriers, and under one-third of teachers are comfortable using an LMS. Case studies show that when infrastructure and training are adequate, EdTech adoption soars \u2013 e.g. 96% of surveyed rural Rajasthan teachers used the DIKSHA platform during COVID. We hypothesize that schools\/regions with better connectivity and more digitally literate teachers exhibit higher adoption of Cloud-AI EdTech. Our analysis supports this: infrastructure deficits correlate with lower LMS uptake and signal lower readiness for AI tools. We present data tables and charts (below) to illustrate these trends. Findings suggest that policymakers and NGOs must prioritize rural broadband, devices, and sustained teacher training. EdTech providers should design low-bandwidth, localized solutions. Building teacher capacity is also key: national initiatives (like PM Gramin Digital Saksharta Abhiyan) and emerging training programs will be critical to ensure generative AI can benefit rural classrooms.<\/span><\/p>

Keywords:<\/span> Literacy, infrastructure, national initiatives, learning management system.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Impact Statement<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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The adoption of Cloud-AI-powered EdTech solutions in rural India holds transformative potential for bridging educational disparities. However, the lack of foundational infrastructure\u2014such as reliable electricity, internet connectivity, and digital devices\u2014combined with low levels of digital literacy, significantly impedes the effective deployment and utilization of these technologies. This digital divide exacerbates educational inequality and limits the reach of innovative learning platforms designed to personalize and democratize education. Enhancing infrastructure and digital literacy is not merely a technological imperative but a socio-economic necessity. Targeted investments and capacity-building initiatives in these areas can unlock scalable, inclusive, and sustainable educational outcomes, empowering rural learners and educators alike, and contributing to India’s broader goals of digital inclusion and equitable development.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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About The Author\n<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Dr Deepak<\/b><\/span> is working as Assistant Professor, Department of Computer Science, NIILM University Kaithal Haryana, with extensive experience in teaching, and research. His areas of interest are cloud computing, IoT, and Machine Learning. He has participated in and presented research articles at various National and International\u00a0conferences.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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APA:<\/span> Deepak. (2025). Impact of infrastructure and digital literacy on cloud-AI edtech adoption in rural India. <\/span>Edumania-An International Multidisciplinary Journal<\/span>, <\/span>3<\/span>(2), 258\u2013268. <\/span>https:\/\/doi.org\/10.59231\/edumania\/9131<\/span><\/a><\/p>

MLA:<\/span> Deepak. “Impact of Infrastructure and Digital Literacy on Cloud-AI EdTech Adoption in Rural India.” <\/span>Edumania-An International Multidisciplinary Journal<\/span>, vol. 3, no. 2, 2025, pp. 258-268.<\/span><\/p>

Chicago:<\/span> Deepak. “Impact of Infrastructure and Digital Literacy on Cloud-AI EdTech Adoption in Rural India.” <\/span>Edumania-An International Multidisciplinary Journal<\/span> 3, no. 2 (2025): 258\u2013268.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Statements & Declarations\n<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Peer-Review Method:<\/span> This paper was subjected to a double-blind peer-review process by independent reviewers with specialized knowledge in cloud computing and rural educational development. The reviewers assessed the technical accuracy of the AI implementation models and the validity of the socio-economic infrastructure analysis to ensure the research meets the journal’s publication standards.<\/span><\/p>

Competing Interest:<\/span> The author declares that there are no known financial or personal conflicts of interest, including consultancies, stock ownership, or patent-licensing arrangements, that could have appeared to influence the findings or conclusions of this research.<\/span><\/p>

Data Availability:<\/span> The datasets generated and analyzed during this study, including survey responses and infrastructure assessment logs from rural India, are available from the corresponding author upon reasonable request. Data access is subject to institutional data protection policies to ensure the privacy of the participants involved in the survey.<\/span><\/p>

Funding:<\/span> This work was supported and funded by the Department of Computer Science at NIILM University, Kaithal. No external grants or corporate sponsorships were used in the data collection or preparation of this manuscript.<\/span><\/p>

License:<\/span> \u00a9 2025 by Deepak. This work is licensed under the Creative Commons Attribution 4.0 International License <\/span>(CC BY 4.0)<\/span>. The license allows for unrestricted use, distribution, and reproduction in any medium, provided the original author and the source are properly credited.<\/span><\/p>

Ethical Approval:<\/span> Ethical clearance was obtained from the Institutional Review Board (IRB) of NIILM University. All participants involved in the rural survey provided written informed consent. The research was conducted in strict adherence to data privacy laws and ethical guidelines for social science and technological research.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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  5. Lok Sabha. (2023). Secretariat. <\/span>Unstarred question No. 1742 on Internet access in schools<\/span>. (Parliamentary report). <\/span>https:\/\/loksabha.nic.in<\/span><\/p><\/li>

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  19. N, S., & S, P. (2024). Utilization of social media to Enhance Learnability among Secondary School Students (CBSE AND ICSE). <\/span>Shodh Sari-An International Multidisciplinary Journal<\/span>, <\/span>03<\/span>(01), 47\u201354. https:\/\/doi.org\/10.59231\/sari7653<\/span><\/p><\/li>

  20. United Nations Educational, Scientific and Cultural Organization. (2023). <\/span>AI and Education: Guidance for Policy-Makers<\/span>. United Nations Educational, Scientific and Cultural Organization. <\/span>https:\/\/www.unesco.org<\/span><\/p><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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    Edumania-An International Multidisciplinary Journal Vol-03, Issue-2 (Apr-Jun 2025) An International scholarly\/ academic journal, peer-reviewed\/ refereed journal, ISSN : 2960-0006 Impact of Infrastructure and Digital Literacy on Cloud-AI EdTech Adoption in Rural India Deepak Assistant Professor, Department of Computer Science, NIILM University, Kaithal, Haryana https:\/\/orcid.org\/0009-0008-8186-2206 DOI: https:\/\/doi.org\/10.59231\/edumania\/9131 Page No.: 258\u2013268 Subject: Computer Science \/ Educational Technology […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":11893,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"postBodyCss":"","postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-13561","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/pages\/13561","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/comments?post=13561"}],"version-history":[{"count":3,"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/pages\/13561\/revisions"}],"predecessor-version":[{"id":29024,"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/pages\/13561\/revisions\/29024"}],"up":[{"embeddable":true,"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/pages\/11893"}],"wp:attachment":[{"href":"https:\/\/icert.org.in\/index.php\/wp-json\/wp\/v2\/media?parent=13561"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}