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Top 10 EdTech Trends To Watch In 2021

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As we round out 2020 and look forward to 2021, it would feel silly not to mention that in 2020 we saw an incredible increase in education technology use across the world due to the COVID-19 pandemic. Educational Technologies became central to the delivery of education across the globe. In 2021, Edtech trends will continue to increase, and faculty and students will expect it to continue to improve; the genie is out of the bottle.

In this article, we are going to introduce the top 10 most-wanted EdTech trends in 2021. Each is backed with clear examples.

1. EdTech Market Overview & Landscape

EdTech Market Overview & Landscape | Savvycom
Within the context of a downgrade for total global expenditure, a report shows that the worldwide market size for EdTech is a $63B upgrade to our pre-COVID estimates. We now expect total global EdTech expenditure to reach $404B by 2025, representing a 16.3% CAGR, or 2.5x growth, between 2019-2025.
A short-term surge in EdTech spending brought on by COVID-19 is expected to re-calibrate to a longer-term integration of digital technologies and transition to much higher online education adoption over the coming years. Part of this transition includes significant “infrastructure catch-up” required for managing learning, data, and administration. Most schools and colleges are still at the very start of a long digital maturity journey.
In addition to EdTech’s primary role supporting the formal education sector, B2C EdTech models are on the rise as students, parents, and workers increasingly seek learning support and up-skilling for supplemental and more direct academic and career outcomes. Below, we will introduce to you some trends that capitalize on this surge in the EdTech market.

2. The Roles & Impacts Of Educational Technology

The Roles & Impacts Of Educational Technology | Savvycom
In 2025 worldwide spending on EdTech (educational technology) is expected to increase dramatically in several key segments. Expenditure on augmented and virtual reality alone is forecasted to increase from 1.6 billion US dollars in 2018 to 12.6 billion in 2025.
Research indicates that: Technology not only “increases students learning, understanding and achievement but also augments motivation to learn, encourages collaborative learning and supports the development of critical thinking and problem- solving skills.” As a result of EdTech, proper implementation of technology in the classroom gives students more control of their learning than ever and tends to move classrooms from teacher-dominated environments to more learner-centered ones.
The use of EdTech in the classroom enables the teacher to do more with less effort by differentiating instruction considering the divergence of students, readiness levels, interests, multiple intelligences, and learning styles. Technology also helps students become lifelong learners thanks to online E-Learning Platforms and LMS.

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3. EdTech Trends To Watch In 2021

I. Personalization

Personalization | EdTech Trends | Savvycom
Addressing individual needs is what used to be a bottleneck in education. Professors’ time is very limited, which is a problem for thorough comprehension. A wide array of Edtech services today work hard to personalize the learning experience, to address everybody’s needs. For instance, most Coursera classes feature surveys in-between lessons. This is an excellent source of qualitative data. It can be used to tailor the content to the needs of their users, ensuring greater satisfaction and usefulness.
Personalizing education is by no means cutting-edge. Having an individual approach to each student started becoming very popular back in the early seventies. However, technology allows us to increase the extent to which we can tailor classroom experiences. Here are a few personalization trends that are gradually becoming an industry standard: 

  • Flexible pacing – allowing students to move through the course with no time constraints and deadlines;
  • Personalized learning paths – tailoring courses based on students’ strengths, tendencies and temperaments;
  • Differentiated instruction – tailoring instruction to meet individual needs;
READ MORE: App Pricing: How Much Does An App Cost?

II. Real-time collaboration and asynchronous learning

Real-time collaboration and asynchronous learning | Savvycom
An essential part of accommodating students’ schedules is flexible and asynchronous collaboration. It allows them to attend courses and access learning materials whenever and wherever they see fit. A great example of an effective real-time collaboration tool is Kami. This product turns documents into interactive whiteboards, allowing students to work together. It easily integrates with a wide array of Edtech platforms, enabling students to draw, type, annotate and comment on PDF files. More importantly, this approach ensures that students can distribute their tasks on group projects, and work at their own pace.

III. Gamification in EdTech

Gamification | EdTech Trends | Savvycom

The gamification theory in EdTech is that learners learn best when they are also having fun

Adding game-like interactions in non-gaming settings is an excellent way to boost user engagement. Furthermore, there is a wide array of techniques you can choose from. Some platforms go with unlockable content and animations; others opt for achievement badges and daily goals. Here’s an example of how Duolingo congratulates its users on achieving their daily target. 
What’s great about gamification techniques is that they are diverse and help trigger different emotions. Badges fuel friendly competition among users. Daily streaks and animations reinforce useful behavior. What’s important, though, is that they all work for the greater good – the student’s success. It’s most definitely among the most ethical ways of engaging students.

IV. AI & Insights

AI & Insights | EdTech Trends | Savvycom

AI has already been applied to education primarily in some tools that help develop skills and testing systems

Artificial Intelligence is probably one of the most intriguing trends in the field. It allows the personalization of instructions while also providing teachers with insightful analytics. It might certainly be the answer to a variety of challenges education has dealt with throughout the years. 
Machine learning algorithms are a boundary-pushing technology in Edtech. By using it, learning platforms can evaluate competencies and make suggestions, based on a student’s performance. As a result, this reinforces a personalized approach to education. As AI and ML technologies become more ubiquitous, their price will naturally decrease. This will have a massive effect on education overall by making it more effective, adaptive, and affordable.
Here are a few exciting features that come with AI integration:
Automatic grading: AI grading has a few significant benefits. First off, it’s a much more efficient way to grade tests, essays, and so forth. It saves enormous amounts of time for both teachers and students. It decreases the size of delegable workload, while also nearly-instantly grading students. Secondly, AI algorithms can guide people during writing. This allows students to improve their work instantly and deliver better projects.
Data integrations: By collecting large amounts of data, Edtech products can visualize it and find meaningful ways to improve their curriculums. This has shown to boost students’ academic performance and create better course content. Products like Kinteract allow Edtech platforms to collect and analyze large amounts of data from their students. It is then used to create performance summaries, get curriculum suggestions, and provide insights.

READ MORE: What’s in 2021: Learning Analytics In A Nutshell

V. Interactivity – Easy Way To Improve Your EdTech

Kahoot | EdTech Trends | Savvycom

Here’s an example of how Kahoot, a game-based learning platform, incorporates quizzes in the learning process.

An interactive environment allows us to learn quicker and remember more of the information we’re learned during the lesson. Edtech platforms have gradually started incorporating quick recaps during the lesson. Here, there are plenty of options to choose from – real-time quizzes, questionnaires, polls, or interactive walkthroughs.

VI. Rich Media & AR

Rich Media & AR | EdTech Trends | Savvycom

Augmented reality (AR), educators are able to improve learning outcomes through engagement and interactivity

Immersive experiences are becoming very popular in modern education. Rich media and AR are great ways to enhance learning because our brains are hardwired to process visual information much quicker. Given the piquing interest in both AR and VR, we might see more of them in our online courses. Goldman Sachs’s report on virtual and augmented reality suggests that they have the potential to soon enter both K-12 and higher education.
Another important aspect of immersive experience is media diversity. Lessons that combine video, audio, text, and AR ensure quicker and better learning due to lower cognitive load. Therefore, it’s always useful to provide students with real-time transcriptions of your video and audio content.

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VII. Pixels Over Ink

Miro | EdTech Trends | Savvycom

Miro – Online Visual Collaboration Platform for Teamwork

The advent of modern education demands a newer approach to working with data. While there’s certainly nothing wrong with using a pen and paper, there is a myriad of intriguing tools we can use today. A notable example is Miro – a digital whiteboard useful both in education and product development. 
Products like Miro have many benefits when it comes to online learning. First off, they can be used both synchronously and asynchronously. Secondly, educators can provide quick feedback on their students’ work, enabling them to improve their approach. Plus, such tools also have incorporated timers that track how students perform in a specified amount of time. 

IIX. Web-based curriculum and materials

A COVID-19 has shown us, educational materials are rapidly moving online where they can be accessed by all without the inconvenience of lugging around large and expensive textbooks. This has already been done in countries like Estonia and South Korea, where materials have been online for several years. 
The advent of digital textbook rentals and resources makes the switch to online textbooks the logical next step in moving higher education forward. The hope is that this will also lead to a reduction in textbook costs for students, especially when instructors utilize “bundled” textbooks (a textbook combined with an online resource). 
It is worth suspecting that the trend for 2021 will be the logical movement of more materials to the web as the pandemic continues.

IX. Digital White Board Tools

Google Jam Board | EdTech Trends | Savvycom

Jamboard is an interactive whiteboard system developed by Google as part of Google Workspace

2020 has presented us with the unique challenges of hybrid learning and two of the many challenges faculty face are student engagement and digital collaboration. Interactive online whiteboards allows instructors to incorporate fun digital aspects into their lectures and are increasingly used in blended classrooms for synchronous collaboration.
Let’s take Google Jam Board as an example. It is a collaborative whiteboard used to create and edit content with other users. Apps like Jamboard have many benefits. These apps can be leveraged to build communication, collaboration, critical thinking and creativity. 
On another hand, they can be used for teamwork to brainstorm and develop new ideas. In a specific classroom, a teacher can also engage students in problem solving exercises. Jams can easily be shared with students to have access during and after class.

READ MORE: Top 10 E-Learning Platforms in the 2021

X. Progressive Web Apps

Progressive Web Apps | EdTech Trends | Savvycom

Next-generation web apps for education

Universities have to market themselves differently in 2021 than they did in the past due to the ever-changing nature of modern technology. The dependence on mobile apps among students is ever-increasing and has come to play an important role in admissions, remote learning, student lives, personal safety and security. 
With more than 500 screens of various sizes in the ­market, low cost Progressive Web Apps continue to gain popularity in 2021 by offering users a unified experience with providing the same interface in the browser as of the native app installed on the device without requiring users to download the apps. This also eliminates the need for the user to learn more than one interface – an experience that could otherwise frustrate users.
Bottom line
Talking about educational technology trends, we all know that there is a lot to digest and improve. However, it’s a fact that high technologies have already seeped into the education field. The emerging solutions renewed and reshaped both the learning and teaching processes. Integrating and adopting these 10 Edtech technologies will not only make the learning more engaging, interactive, accessible, and effective but reduce the workload for the educators by automating a lot of tasks like grading and verification. Just keep watching new trends appear to stay tuned and get most of them.

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Top 10 E-Learning Platforms in the 2021

Covid-19 and the global pandemic have already created a new world where the eLearning industry’s potential is enormous. By 2022, the size of this industry is expected to amount to a whopping $243 billion. And importantly, it’s expected to grow at over 5% CAGR (Compounded Annual Growth Rate) yearly till 2022. The numbers and the prospect of 2021 when lockdowns due to Covid are more than likely still in effect, are compelling. It all now boils down to choosing the best eLearning platform to host your courses.
E Learning Platform

What is E-Learning Platforms?

Learning through online platforms is becoming a common way of enhancing the mode of education in this digital world.

E-Learning is learning utilizing electronic technologies to access educational curriculum outside of a traditional classroom. In most cases, it refers to a course, program or degree delivered completely online. It is interactive where you can also communicate with your teachers, professors or other students in your class. Sometimes it is delivered live, where you can “electronically” raise your hand and interact in real time and sometimes it is a lecture that has been pry recorded. E-Learning has been proven to be a successful method of training and the education system is making a change in our country.
Learning Management System (LMS) – Wikipedia defines an LMS as “It is a software application for the administration, documentation, tracking, reporting, automation and delivery of educational courses, training programs, or learning and development programs.” The learning management system concept came out directly from e-Learning. To make it simple, LMS is used for creating beautiful courses or Exams and tracking the progress of your learners.

There is no big difference between the two. The basic difference is in the application and the methodology by which it is used.

As we can see from above, establishing differences between an LMS and an eLearning platform is complex, and more often than not, it comes down to chosen terminology. In essence, an LMS is a type of platform, because a platform is a base to work from. All LMSs could be considered eLearning platforms, but not all eLearning platforms are specific enough to be considered an LMS. To be a true eLearning platform, an LMS should sit at the heart of your learning strategy. It should be the starting point for all training activities and learning opportunities, including:

  • Course creation
  • Content storage
  • Enrollment process
  • Delivery
  • Taking courses
  • Gamification
  • Discussion
  • Social sharing
  • Certification
  • Reporting

What are the Pros & Cons of E Learning Platform?

Online courses can be a great way to improve your education level. E-learning has several important advantages and will therefore significantly grow in popularity in the future. However, there are also some downsides to online classes. Therefore, you should make sure to check what you get for your money before joining those courses. If you inform yourself properly, online courses could be a valid alternative to the classical education system for you. Here are a few Pros & Cons that you should know before diving yourself deeper into E-Learning:


E-Learning Pros E-Learning Cons
Flexible class schedule Requires self-discipline
Possibility to watch a lecture again Good time management necessary
Geographical independence Less interaction with other students
Could be used after work Fewer networking opportunities
No commuting necessary Technology problems
Eco-friendly Reputation of online courses may be low
Individual pace Not available for all niches
Perfect for parents High variance of quality
High level of convenience Higher dropout rates
Efficient way of learning Not suitable for everyone

E-Learning is the future especially in a world affected by Covid-19. “Market research firm Global Industry Analysts projected “E Learning” would reach $107 Billion in 2015 and it did. Now, Research and Markets forecasts show triple the revenue of 2015 – e-learning will grow to $325 Billion by 2025.” – Forbes

The Advantages of building an E-Learning website

Does your company really need e-learning system development? Learners seem busy at work and have limited attention to learning. So, if there is an open-source learning platform that do not occupy too much time, they are always eager to learn. Here are the top four advantages of an online learning website!

  • Time saving – As a business owner, you have to spend time looking for trainers, resources, or venue. Instead, you could just develop a course and send out the link to your staffs.
  • Reduce cost – Another benefit of e-learning is the cost-effectiveness. You can reduce a lot of travel expenses for employees and instructors or external learning materials.
  • Increase productivity – Instead of traditional training methods, online education platforms allow users to learn anywhere, anytime with the focused, key information that meets their needs.
  • Increase employee’s retention – One of the biggest problems companies face – employee turnover can now be eased with the e-learning approach. Not only increasing performance, but e-learning also add more quality in their work, making them feel that they are always being kept up-to-date.

1. Udemy

Udemy E Learning Platform | Savvycom

Udemy, Inc. is an American massive open online course provider aimed at professional adults and students

Udemy firmly believes in disrupting and democratizing educational ecosystem by allowing anyone and everyone to learn from its pool of more than 20000 Subject Matter Experts. To a very large extent, Udemy has been successful in its mission. This eLearning platform has many content creation tools such as PDF documents, PowerPoint, etc. text and video content can be collated to create and publish courses. This online training platform can be used by instructors for free. However, Udemy makes big money by taking 50% per sale of your course. Udemy has more than 12 million students.

READ MORE: What’s in 2021: Learning Analytics In A Nutshell

2. Teachable

No doubt, Udemy is a great online training platform. But there is little autonomy for instructors. For instance, Udemy doesn’t let instructors control branding and pricing of courses. Also, instructors know little about students. Teachable capitalized on all such limitations. Today, Teachable has more than 3 million students, 7500 instructors, and 20000 courses. The numbers are getting bigger and better. Instructors should pay a monthly fee to access this platform. To attract prospects, this eLearning platform gives a free eBook which clearly explains aspects such as course creation, video creation, slides presentation etc.

3. WizIQ

WizIQ E Learning Platform | Savvycom

WizIQ is a cloud-based education platform to access teaching and training modules through smartphones and laptops

WizIQ is yet another established name in the eLearning industry. For all intents and purposes, this online teaching software has been the go-to tool for instructors to deliver live and on-demand webinars. It is equipped with enough provisions such as slides, desktop sharing tools, audio, video etc. WizIQ is very common among academic course content creators. It’s effortlessly easy to create courses and publish them on WizIQ online marketplace. By the way, WizIQ is known to provide a host of plug-ins for popular learning management software such as Moodle, Sakai etc

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4. Ruzuku

Ruzuku is another valuable addition to this list of 10 best eLearning platforms. Instructors aren’t required to have much knowledge of technology to use this platform. As a matter of fact, Ruzuku invests great efforts to make it easy for Subject Matter Experts to create and publish courses. It has a ton of cool features such as PayPal payment gateway, MailChimp integrations, everyday backups, etc.

5. Educadium

Educadium is on an ambitious mission to assist entrepreneurs and organizations of all sizes to create, manage and profit from online teaching and training through its EasyCampus platform. It has a plethora of features ranging from course designing to course publishing. You should check its trial version to get an idea of this online training platform. Subsequently, choose your subscription package.

6. LearnWorlds

Are you looking for a platform which can complement course content with immense social learning and high interaction? Are you looking for a white label solution? Stop your search right now and take a look at the impressive features of LearnWorlds. The platform’s premium positioning has worked wonders all these years. There are many impressive features such as tools to build sales pages, simulators, intelligent sales engine, advanced analytics, etc. They certainly deserve premium positioning. LearnWorlds is a very good option. But be sure to do the math—the platform charges $5 per sale and monthly subscriptions start from $24 per month.

7. Thinkific

Thinkific | LMS E Learning

Thinkific is a software platform that enables entrepreneurs to create, market, sell, and deliver their own online courses

I have been a course instructor on Thinkific for quite some time. It’s an amazing platform for 35000 + content creators who are looking to brand and sell courses. If you are looking to grow your audience quickly, you should bet your chances on Thinkific. I have seen many business savvy and smart personalities having trouble in designing and scaling their courses on other platforms. By all means, Thinkific is a top class exception. Prospects have little trouble in the building, launching, scaling, and marketing their courses.

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8. Academy Of Mine

As the name suggests, Academy of Mine lets you start your own online academy. If you are looking for a drag-and-drop solution that can save you a lot of time, Academy of Mine scores brownie points. This online teaching software is power—packed with an amazing administrative interface. The learning curve is somewhat steep. That said, if you climb up the curve, you can leverage all its powerful features.

9. CourseCraft

Looking to turn your blog into a profitable business? Try CourseCraft. Its editor is flexible, simple and powerful enough to create different types of courses. It’s integrated with Stripe and PayPal payment processors. Creating quizzes, lessons and forums is just a matter of few precious minutes. Instructors can run discounts and offers. Students can collaborate with friends and instructors and create a big knowledge ecosystem. It has great custom branding features.

10. Skillshare

Skillshare | E Learning Platform Savvycom

Top teachers on Skillshare make as high as $40000 annually. Almost every course lesson entails two key components—video and class project. Courses are made up of a series of small videos whose duration is typically anywhere between 10 and 25 minutes. You can make money through Skillshare’s Partner Program. Of course, you have to fulfill certain prerequisites like enrolling at-least 25 learners per class etc. Skillshare’s subscription model is different from that of Udemy. Udemy sells subscriptions of individual courses while Skillshare sells subscriptions to all its complete content.

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Savvycom is right where you need. Contact us now for further consultation:

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What’s in 2021: Learning Analytics In A Nutshell

According to a report by EDUCAUSE, Learning Analytics is one of the digital technologies expected to enter mainstream use in the near future and become a lucrative investment. As the speed of digitalization is aggressively accelerated by COVID-19, maybe today is the right time we read about Learning Analytics!

Learning Analytics | Savvycom -6

1. What is Learning Analytics?

“Learning analytics is the measurement, collection, analysis and reporting of data about learners and their contexts, for purposes of understanding and optimizing learning and the environments in which it occurs. The growth of online learning since the 1990s, particularly in higher education, has contributed to the advancement of Learning Analytics as student data can be captured and made available for analysis. When learners use an LMS, social media, or similar online tools, their clicks, navigation patterns, time on task, social networks, information flow, and concept development through discussions can be tracked. The rapid development of massive open online courses (MOOCs) offers additional data for researchers to evaluate teaching and learning in online environments.” – Wikipedia.com
Generally speaking, Learning Analytics refers to the collection and analysis of data about learners and their environments for the purpose of understanding and improving learning outcomes. It is where big data meets traditional quantitative methods in education. Governments, universities, testing organizations, and massive open online course providers are collecting data about learners and how they learn. All that data, however, has been mostly untapped until the fairly recent development of the methods and tools to do so.

2. The Influence Of Learning Analytics

Learning Analytics can influence and be applied wherever there is a learning activity: in business activities, in schools and all academic institutions, or even individuals looking to learn from home. Some key customers of Learning Analytics are governments, testing organizations, businesses (for Learning and Development objectives), offline academic institutions and online course providers. However, in this article, we will zoom in on only Learning Analytics for academic purposes. 

3. Usage of Learning Analytics

Learning Analytics | Savvycom -2

Learning Analytics is very important in Higher Education

One of the driving forces behind the growth in the Learning Analytics field is that educational institutions are now facing the challenge of limited resources and increased accountability, which are propelling creativity and discovery. 
Therefore, the analytics programs that were once reserved for big businesses are now being widely used in higher education and K-12 institutions to measure student growth, inform curriculum decisions, and identify students at risk for failing a course or program.
In addition to these practical uses of Learning Analytics, the practice is often used to:

  • Measure key indicators of student performance.                      
  • Support student development.
  • Understand and improve the effectiveness of teaching practices.
  • Inform institutional decisions and strategy.
READ MORE: App Solutions 101 – E-learning Application Development

4. Key Benefits

1. Benefits To Students

Analytics related to online education programs have the potential to provide students with more detailed information about their performance. For instance, Learning Analytics can help students see and reflect on their behavior in constructive ways to help them manage their progress toward their learning goals. 
Similar to a “Fitbit” or an “Apple Watch,” a student-directed analytics framework has the potential to help students monitor their behavioral patterns, track changes over time, and compare their progress toward learning goals against both absolute and normative standards based on peer data.
A student with access to strong Learning Analytics data should be able to ask and answer:

  • What am I doing?
  • How am I doing relative to my own expectations?
  • How am I doing relative to faculty expectations?
  • How am I doing relative to my peers?

2. Benefits To Instructors

By utilizing Learning Analytics data, faculty can better monitor students and understand how course resources are being used. Some of the more obvious questions instructors ask and may find answers to via analytics include:

  • How are students doing in my class? Are any at risk?
  • What resources are they using the most?
  • Who is using the resources I’ve made available to help them?

These are common applications of simple analytics and tracking systems often embedded in Learning Analytics systems. Analytics may also help answer less obvious questions such as: How does variation in the use of course resources impact learning outcomes? 
This is a complicated question to be solved, as it requires not only that the tracking systems monitor student resource utilization, but that it be connected with learning outcomes data, such as grades. If variation in the use of certain learning resources are not associated with expected learning outcomes, perhaps we need to reconsider the use of such resources.
Analytics will allow instructors to reflect on their own performance and seek better evidence for guiding instructional improvement.

3. Benefits To Administrators

Learning Analytics | Savvycom -3

Designing a better LMS through the use of Learning Analytics

Learning Analytics allows program directors, or other administrators, to more easily see how well their program is performing. In addition to the potential need to drill down into specific faculty, students, and course-level data, Learning Analytics can allow for meaningful comparisons across courses.
Learning Analytics can help administrators answer questions such as:

  • Which courses are students finding the most engaging?
  • Where are “hot spots” that need attention where learning outcomes are weak or engagement is low?
  • Are there student characteristics or engagement patterns that are associated with program retention?

Some of these are tricky, and like other questions raised, may require that different systems talk to each other to be able to answer important questions.

4. Benefits To Learning System providers

As analytics advance, learning system providers will also benefit from this data. Analytics can inform these providers (i.e businesses) on how individuals are interacting with their systems, how that interaction impacts a host of other outcomes, and how to change the environment in response to those impacts for higher earnings.
Businesses also routinely use data mining approaches and experimentation with their own systems to improve the user experience. Facebook, Google, Amazon, and others continually experiment with subtle and not so subtle changes to the functionality and design of their products and examine the impact of those changes on user behavior.

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5. Benefits To Researchers

Learning Analytics provides new approaches to answering fundamental questions about factors associated with learning outcomes, especially as analytic approaches are able to examine micro and macro patterns of student and instructor behavior and their relationships with desired learning outcomes.
Studies in online learning often make generalizations, not taking into consideration factors such as content, student populations, and disciplinary conventions. Large-scale learning analytic approaches have the potential to better investigate the influence of multiple variables on key learning outcomes, as well as complex interactions among those variables, to provide increasingly nuanced views of how online environments influence learning.

5. The Benefits of Incorporating Learning Analytics Into LMS

To maximise the benefits of learning analytics here are our customer top 3 features to watch out for:

1. Improving the quality of teaching

Analytics have been used to improve teaching – the value of dashboards for enhancing teaching or future course provision is a key factor in learning analytics. Learning analytics can furnish teaching staff with better information on the quality of the educational content and activities they are providing, and on their teaching and assessment processes, to enable its continual enhancement.
Obtaining better data on the student experience potentially enables an institution to identify and address issues of concern to learners such as inadequate feedback. Analytics can be used by lecturers and tutors to monitor the performance of their students while the module is taking place; they can then adapt their teaching if, for example, they identify that students are struggling

2. Boosting Retention

A better understanding of data about learners and their learning can help universities to tackle high attrition rates, which results in adverse impacts on the lives of those affected, and wasted expense for the institutions. Student data analytics can be used to predict which students will not progress to the next academic year. Analytics have had a positive impact on retention. Once an at-risk student has been identified, personalised interventions such as advice or support from a tutor can then be taken to help to try and retain those students.

READ MORE:  The future for Digital Learning post COVID-19

3. Enabling students to take control

Giving students better information on how they are progressing and what they need to do to meet their educational goals is another important application of learning analytics. Learning analytics can provide students with the opportunity to take control of their own learning, give them a better idea of their current performance in realtime and help them to make informed choices about what to study

6. Learning Analytics – Market Trend

1. Acquisition Of Attention

Learning Analytics is gradually gaining attention. By searching for article-type studies from the SCOPUS database using the keyword “Learning Analytics” or “Learning Analytics,” it was found that the number of publications has increased at a fast pace since 2011, showing the rapid growth of techniques, methods and applications of Learning Analytics.

Learning Analytics | Savvycom -1

Number of studies on Learning Analytics published in the SCOPUS database

Driven by the digitalization trend of COVID-19, these statistics are promised to grow further by the end of 2020 reporting period and even beyond.

2. Key Application Domains

According to a study, Learning Analytics are closely related to educational technologies, techniques in Computer Science and Decision Science. Thus, the top application domain is Computer Science and there are over a hundred studies in Decision Sciences. 
It is also shown that Learning Analytics has been applied to a variety of other subjects, such as Social Sciences, Engineering, Mathematics, Psychology, Arts and Humanities, Nursing, Business, Management and Accounting, as well as Medicine.

Learning Analytics | Savvycom -4

Number of studies on Learning Analytics for individual application domains

7. Room For Growth

1. Early Intervention

Learning Analytics can be used to deliver early intervention, which investigates those students who are likely to fail in their studies and provide them with just-in-time and personalized support. 
While intervention was claimed to be the biggest challenge in Learning Analytics, only few innovations have addressed this issue. Further innovations in this area shall aim at offering information as personalized recommendations and visualizations of learning data. Those activities will increase students’ study performance, offer personalized feedback and improve student retention.

2. Self-regulated Learning

Self-regulated learning includes setting the learning plan and goals, and then requires the students to regulate and evaluate the learning process independently. Despite being a critical dimension for education (especially online courses providers), it remains a tough problem to solve. This is where Learning Analytics jumps in to help research and drive better solutions.
For example, Learning Analytics can be used to evaluate how the three aspects of Self-regulated learning – namely learning motivation, learning management, and self-assessment – are affected according to different characteristics of the students. Strengths and weaknesses of the proposed methods are then identified, which provide insights for other researchers and education practitioners to promote students’ self-regulated learning.

3. E-Learning

E-learning is and will obviously become a trend in The New Normal, however, not everything about the current E-learning platform is perfect. A lot of problems about remote learning have been identified as more students engage in E-learning during COVID-19: slow communication between students and teachers, no extracurriculars…Hence, more innovative approach to content creation and technical design in E-learning should be put in practice. These can be helped by Learning Analytics.
Our recommendation: You can design a recommender system model based on learners’ ratings and content-based filtering, and shows how to enhance students’ learning performance by suitable guiding in the e-learning platform, by students’ involvement into the creation of study material and participation in the selection of the appropriate e-study material via students’ instructor and system-generated ratings.

What Makes A Great Learning Analytics System?

To make Learning Analytics happen, skilled data analysts are needed to support these analytics-driven initiatives and bring about institutional success. 
In addition, any Learning Analytics initiative should be complemented by strong communication between the analyst and educators in order to successfully leverage the insights gleaned by the effort.
“To build a successful Learning Analytics program at an educational institution, it’s important to engage and inform school leaders, listen to the needs of teachers and students, and educate users on how to consume and act on the data that’s presented.
Teachers and administrators will only be committed to data-driven decision making if they can see its value and are educated about how to turn insights gleaned from data into action”
Savvycom is proud to be one of the best data miners and skilled communicators within Vietnam IT industry. After 11 years serving effective software solutions for over 120 clients, having received 100+ of feedback on excellent communication and agility, we guarantee the quality of our Learning Analytics software system. 
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  • Email: [email protected]

HOYU – Interactive PDF Editor

HIGHLIGHTS
Enables students to receive grades and comments right on the app; enables one-on-one interaction with teachers for questions and discussion.
Provides teachers with the ability to send assignments and due dates to students individually.
Allows users to create an E-book in PDF format with rich media content.

It’s not just a technical project, it’s a revolutionary teaching and study solution.

Information Technology has fundamentally transformed the ways we can improve and enhance our lives, especially when it comes to education. This technology has already changed virtually all aspects of the educational environment, but only recently has the incorporation of mobile applications become of interest to educators and technology providers.
HOYU identified the need in the marketplace for an easy-to-use tool that could facilitate real-time interaction between teachers and students, creating educational opportunities that would otherwise be impossible.
As a result, with the invaluable input of multiple potential end users, Savvycom engineers have helped create PDF Editor, an interactive e-book solution with smart integration that functions as both a website and a mobile application. Creating an e-book with smoothly integrated and interactive elements like Adobe Indesign is complicated, and theoretically requires professional skills.
Savvycom education mobile app
To create a technology through which any user, regardless of skill level, could drag and drop different types of media into an e-book that could then be presented as a finished project in PDF format, we began a new technology project now known as HOYU PDF Editor.
This tool allows PDF files to be converted into HTML5 and JavaScript; publishers to add images, video, audio files seamlessly. Any changes subsequently required can be downloaded quickly, as unchanged data is not rewritten which optimises transfer speeds.
Being an e-book, this PDF Editor requires a large amount of storage space. The editor employs cloud-based storage and computing, establishing a virtual “store” containing an unlimited number of e-books & other learning materials.
This also allows the author to create and update PDF books right on the web, meanwhile enabling teachers to interact with students through the mobile app to provide coaching and feedback.
Hoyu pdf editor
“Savvycom technical strength is wonderful.
Let’s continue to better work with each other.”

Shigeki Sakamoto – HOYU CEO

Improve teaching and learning processes

Improve Teaching & Learning Process
Teachers and students can make notes, create and send comments, and handwrite notes directly on the e-books. This process forms a valuable conduit between students and teachers and allows the efficient exchange of ideas and joint responsibility for the learning process.
Abundant content
Instead of printing and selling traditional, publishers with the Authorising tool can produce completed books that contain images, video and audio files. This adds dynamic and interactive properties that traditional printed materials just can’t compete with.
A new teaching style
Teachers can give assignments to individual students and set deadlines for each one. All comments and marks can be written directly to the PDF files. Students can also receive their teachers’ marks and comments from the mobile app and can send their questions and comments back to their teacher.
Providing qualified materials
To protect the materials and users, we prioritise the copyright protection issue with AES algorithms to encrypt and secure book contents. Authorised users are then able to open, edit and update new versions of an e-book.
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