{"id":2991,"date":"2026-01-20T17:47:20","date_gmt":"2026-01-20T17:47:20","guid":{"rendered":"https:\/\/malaysian-business.com\/wptest\/2026\/01\/20\/covid-19s-effect-on-the-higher-education-landscape-and-the-rise-of-artificial-intelligence\/"},"modified":"2026-01-23T17:47:41","modified_gmt":"2026-01-23T17:47:41","slug":"covid-19s-effect-on-the-higher-education-landscape-and-the-rise-of-artificial-intelligence","status":"publish","type":"post","link":"https:\/\/malaysian-business.com\/portal\/2026\/01\/20\/covid-19s-effect-on-the-higher-education-landscape-and-the-rise-of-artificial-intelligence\/","title":{"rendered":"COVID-19&#8217;s Effect on the Higher Education Landscape and the Rise of Artificial Intelligence"},"content":{"rendered":"<p><strong>By Razi Pahlavi Abdul Aziz, CEO of Amanie Media Sdn Bhd<\/strong><\/p>\n<p>We live in reality where rules are revised and limits are reviewed to accommodate a dynamic environment. COVID-19 is no exception which has necessitated new ways of thinking and shifts in perspectives. One of the sectors significantly affected by the COVID-19 crisis is higher education. The crisis has revealed many challenges and gaps in higher education delivery. Technology has stepped in to fill in these gaps and many universities across the globe are compelled to adapt with the available technologies in order to continue their daily operations.<\/p>\n<p>The crossing point of disruption and unpredictability caused by COVID-19 has given educators time to rethink about the sector. While some are really struggling, the shift in learning approach will hopefully inspire a variety of innovations and eventually encourage the re-adjustment of educator and student engagement. Through this experience, educators are encountering new approaches in education delivery that offer many flexibilities and benefits to students.<\/p>\n<p>During restricted movement directives issued by authorities across the globe, the number of educators and students who encounter learning interruption increases every day. The forced adoption of technology-based remote learning delivery can be problematic without proper preparation and structure. The remote learning environment provides an option for education to be delivered on demand. It can be on or off line based on need, and enables connectivity and remote engagement with education content from homes.<\/p>\n<p>In the event of crises or prolonged emergencies, the demand for a traditional classroom-setting evolving into a remote learning environment is unavoidable given safety aspects that need to be considered for both educators and students. Nevertheless, the effectiveness of transferring from face-to-face to remote learning is very much reliant on mindset readiness, technological proficiency and a strong student support mechanism. For successful implementation of a remote learning environment, one should consider a proper communication protocol between the educators and students, clear guidance and instructions with established procedures, and a dynamic lesson design.<\/p>\n<p>In addition to transformation of classroom setting and education delivery to meet the requirements of a remote learning environment, the role of educators must change too. Future education is profoundly intertwined with the development of technology. Hence, there is a strong call for educators to embrace the knowledge of trending technology and to keep themselves updated with the latest innovations.<\/p>\n<p>The traditional roles as well as functions of an educator to share information, impart knowledge and instil values to their students is to innovate with ICT learning environment and system. In today\u2019s context, any forms of information can be acquired in just one click of a mouse. This could mean that the role of educators is relieved from the traditional teaching requirement and move to a more technical savvy as subject matter and instructional design experts as well as assume a holistic approach in enabling the graduate development for a more proficient and caring society or a nation. In other words, educators need to facilitate students to build their resilience and adaptability to face professional life post-graduation.\u00a0 In this ever-changing environment, self-resilience, self-learning and versatile to adapt will be critical for students to excel later in their professional fields.<\/p>\n<p>COVID-19 has demonstrated how much we are universally interconnected. Although we are unable to travel across borders or inbound, we quickly adapt to the available technology in achieving certain objectives. Most universities like other sectors have banned all non-essential travels, meetings and gatherings for employees and students. Online video conferencing has been predominantly used as an efficient alternative. From meetings, classroom tutorials, workshops and seminars, video conferencing becomes a popular method of real-time interaction while observing personal safety through social distancing.<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<img loading=\"lazy\" decoding=\"async\" style=\"display: block; margin-left: auto; margin-right: auto;\" title=\"Source: Statista, March 20,2020\" 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alt=\"Source: Statista, March 20,2020\" width=\"439\" height=\"402\" \/><\/p>\n<p style=\"text-align: center;\"><strong>Source: Statista, March 20,2020<\/strong><\/p>\n<p>\u00a0<\/p>\n<p>The artificial intelligence or AI application in education has become more relevant due to the prolonged requirement of social distancing, even after the COVID-19 pandemic is over. In other sectors AI has quickly become a powerful new technology. The education industry deals with a huge amount of data; hence this is where AI becomes ultra-significant as it can develop many beneficial applications and programs to empower both educators and students in achieving the desired learning objectives.<\/p>\n<p>The development of e-learning content to promote conducive learning environment could include AI interactive interface platforms such as chatbots, AI content creator and AI video-based learning. The AI technology can examine and interpret huge data fields much faster than humans\u2019 abilities. It has the capability to focus on identifying student performance and subsequently developing a personalized curriculum and learning plan for each student.<\/p>\n<p>This student-centric approach would allow learners to choose their own pace and learning objectives based on individual interests. Further to that, many other applications of AI in education can be developed to benefit both educators and students such as the intelligent tutoring systems, content delivery systems, virtual facilitators and smart learning platforms.<\/p>\n<p>The AI system works very well if it is placed in an environment that has a lot of data or in a process where the task is repetitive. The administrative task undertaken by educators is usually menial and time-consuming. As a result, the quality and relevance of educational objectives and purposes are becoming hard to achieve. AI is designed to make administrative tasks easier and faster as well as more efficient to execute and complete.<\/p>\n<p>There is a huge amount of time spent grading assignments and project papers that can be automated with the use of AI, allowing educators more time to concentrate solely in teaching. There is even an attempt being done to develop an application that can evaluate students\u2019 essays. AI is perfectly placed to support educators for administrative tasks, personalize learning curricula development and lesson content production. All these can be achieved at an economical cost in the long run.<\/p>\n<p>AI can also become a critical tool to increase productivity and efficiency in many aspects of university management and organization. While human resources continue to oversee the planning for the strategic operation of the university, the tracking of schedules and resources, as well as monitoring and reporting, can be outsourced to an AI system.<\/p>\n<p>In terms of marketing and promotion of university\u2019s education programs, AI systems are able to digest vast amounts of marketing data analytics from respective platforms such as the social media, emails, and the Web in a relatively quick turnaround time. With this level of time efficiency, the university can make quick decisions to boost its marketing strategy and plan.<\/p>\n<p>The student enrolment and admission process can be significantly improved with the application of an AI system. Admission department or personnel in the university can utilise a more powerful platform to create algorithms that can predict applications with the best fit for offer of admission into different study programs. These algorithms could also determine students who are most likely to progress, excel, graduate and ultimately be employed. The benefit of using an AI enrolment system for prospective students includes faster turnaround time and more personalized experience.<\/p>\n<p>COVID-19 pandemic has significantly impacted the education sector all around the world. The rapidly growing needs for adequate remote learning environments and ideal online education are growing drastically at all levels in higher learning institutions. Universities and educators must be well-positioned to help students get through these times with minimal disruption to their education process, emotional wellbeing, and mental health. As the conventional learning process is disrupted by orders of restricted movement and educators and students are bound to work from home, it leaves us with only limited or no choice at all aside from embracing a new landscape in the education ecosystem. The advancement of new technologies such as artificial intelligence in the education sector gives us a new glimpse of hope to continuously encourage a healthy growth of this sector. Technology will continue to play a significant role in creating new landscapes in higher education. This new and dynamic education system will evolve and improve as it accumulates more learning data which will be processed, analysed and applied. AI technologies and big data in the hands of well-equipped educators will be the new frontier of higher education ecosystem in the future.<\/p>\n<p>\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>By Razi Pahlavi Abdul Aziz, CEO of Amanie Media Sdn Bhd We live in reality where rules are revised and limits are reviewed to accommodate a dynamic environment. COVID-19 is no exception which has necessitated new ways of thinking and shifts in perspectives. One of the sectors significantly affected by the COVID-19 crisis is higher [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[34],"tags":[],"class_list":["post-2991","post","type-post","status-publish","format-standard","hentry","category-general"],"_links":{"self":[{"href":"https:\/\/malaysian-business.com\/portal\/wp-json\/wp\/v2\/posts\/2991","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/malaysian-business.com\/portal\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/malaysian-business.com\/portal\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/malaysian-business.com\/portal\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/malaysian-business.com\/portal\/wp-json\/wp\/v2\/comments?post=2991"}],"version-history":[{"count":1,"href":"https:\/\/malaysian-business.com\/portal\/wp-json\/wp\/v2\/posts\/2991\/revisions"}],"predecessor-version":[{"id":3680,"href":"https:\/\/malaysian-business.com\/portal\/wp-json\/wp\/v2\/posts\/2991\/revisions\/3680"}],"wp:attachment":[{"href":"https:\/\/malaysian-business.com\/portal\/wp-json\/wp\/v2\/media?parent=2991"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/malaysian-business.com\/portal\/wp-json\/wp\/v2\/categories?post=2991"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/malaysian-business.com\/portal\/wp-json\/wp\/v2\/tags?post=2991"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}