types of digital learning

The data that comes to mind is the fact the majority of PD isn't modeling instructional best practices and that has to change. Success! WHEELER, S. (2019) Digital learning in organisations: help your workforce capitalise on technology. More recent trends include the development of gaming technology to support learning, artificial intelligence, virtual reality and the use of cloud computing, that give the potential to deliver learning according to user needs via the Internet rather than by in-house computing systems. Digital learning is an instructional practice that ultimately helps students. Digital learning is a vital part of teaching and learning strategies for 98% of respondents. Digital learning has progressed rapidly since the term 'e-learning' was first used at the turn of the century. Enhancing Learning: Tools For The Digital Classroom. I call them back to attention, and … Below are five of those. Information and translations of digital learning in the most comprehensive dictionary definitions resource on the web. Organisations use many types of digital learning: Virtual learning environments, online ‘classrooms’, webinars and other forms of networked e-learning. How can you teach digital students non-digital things? The reason being the LMS is not just another tool; it often represents a cultural shift. All Learning Types . In this post, you'll catch a glimpse of some of these variables in the form of data, trends, and strategies that education professionals throughout the world are practicing today. BEEVERS, K., REA, A. and HAYDEN, D. (2019) Learning and development practice in the workplace. With a 16% increase in classroom use over last year, the depth of technology integration is growing at a rapid pace. The Learning and Development Podcasts from LooopÂ. What does digital learning mean? learning.”11 We agree that digital learning is necessary to create a system that contributes to deeper learning and produces a new generation of students equipped to thrive in college and their careers. Nearly 40% of survey respondents allow social media use for instructional purposes only, while about 16% allow open use of social media in school. As well as authoring the CIPD L&D factsheet series, he co-authored the 4th edition of 'Learning and Development Practice in the Workplace' with Kathy Beevers and Andrew Rea. Digital learning has progressed to cover a wide range of formal course-based e-learning packages and products together with a huge variety of complementary or alternative techniques, such as sharing knowledge or links to resources via social/interactive media sites and viewing/participating in online lectures, webinars, podcasts or blogs. Digital resources like simulations, models, graphics, animations, quizzes, games, e-books, and e-notes are making learning more accessible, engaging, and contextualized. Essentially, these programs built on existing knowledge and give learners the opportunity to consolidate and repeat knowledge and train and automate skills (cf. Now that you’re caught up with all things digital learning, let’s see how this compared to some of  the same questions asked last year. Artificial intelligence and machine-based learning in the e-learning environment to ‘push’ or suggest relevant content and resources to employees. Dynamic vs. Static Interactions with Voice Tech in Digital Learning. Multimedia can help to individualize learning and serve different learning types through different media and tailored content. Media (singular medium) is/are simply a method for the intentional communication of a thought or idea. Formal provision now covers a huge variety of subjects from accountancy and IT, to management and communication techniques. Our report The future of technology and learning offers five ‘lenses’ in which to view embracing digital learning: The report states that regardless of any digital platform, the first consideration is the needs of the organisation and how digital solutions will best meet that need. Technology is the tool, not the instruction. CIPD members can use our online journals to find articles from over 300 journal titles relevant to HR. The same is true of those who would like to use social media in learning, recognise the need to support learners online, and would like to provide online or blended delivery. Organisations who’ve embraced social tools have found definite benefits. In this article we’ll examine some of the best, focusing specifically on those that are designed for encouraging, enhancing, and managing learning. The data clearly reveals that our respondents overwhelmingly agree that digital learning positively impacts students and teachers. 25 October. They also agree that it positively impacts faculty growth and effectiveness. An ‘exclusive’ definition would cover only learning delivered through the Internet or an intranet (which could be termed ‘online’ learning). We consider it to be learning that’s facilitated, enabled or mediated using electronic technology for the explicit purpose of training, learning or development in organisations. In addition, the same concern has been the top priority for the past two years. With social media acceptance and usage on the rise in schools across the U.S., 30% educators are finding and growing their professional networks while collaborating and sharing resources on Twitter. Find your perfect qualification and study centre, or read our guidance to choose the right course for you, Achieve your CIPD qualification online with ultimate flexibility, Browse and purchase our range of textbooks, toolkits and e-books, Learn about the knowledge and behaviours needed to work in the people profession, Assess yourself against the CIPD Profession Map and view personalised development options, Get an internationally recognised qualification, All you need to know about being a CIPD student as well as access to a wide range of resources, The essential companion for busy HR professionals, Gain insight on issues that matter to HR and L&D, Our profession plays an important role in ensuring work benefits everyone. The materials I select in whatever format must contribute to the students' understanding of the topics I want to cover. There is certainly no shortage of tech-based tools to use in the classroom. Stream Types Of Digital Learning by User 23708837 from desktop or your mobile device. MCKAY, F. (2017) Digital in L&D – friend or foe?People Management (online).31 March. Both personalized and individualized learning are considered to be the most effective types of differentiated learning. We’re excited to see how professional learning networks (PLNs) continue to grow in the digital space. It investigates the role of social media, technological developments, and new forms of digital learning, before considering its benefits and drawbacks. There is an art and a science to media design. Advances in technology have produced different types of digital learning. Education professionals—as well as the students they teach—are, in large part, writing the book on digital learning from the ground up, and they are doing some incredible work. By continuing to integrate coding into the curriculum, we are better preparing our students for college, career, and beyond. You'll also determine how quickly you get through it. Media Design In The 21st Century . Even teachers who prefer a traditional lecture teaching style can use a few technological tools to supplement the material. Nor is social media learning the same as social learning which is simply people learning from people, with technology providing the tools that enable it to happen more widely. The concept of digital learning is quite complex, with too many variables to adequately cover in this post. A significant industry has grown up around this type, spanning electronic content authoring, content asset management, instructional design and learning management. Find out more in our factsheet on learning methods. From personalized learning to social media and coding in the classroom, the education landscape is being fertilized by technology and will continue to grow. It can happen across all curriculum learning areas. David began his L&D career after taking responsibility for three Youth Trainees back in 1988 as an Operations Manager, and has since gone on to work in, and headed up, a number of corporate L&D teams and HR functions in distribution, retail, financial and public sector organisations. Much early experience focused on web-based modules accessed at an individual’s computer - the traditional ‘click next, quiz at the end’ style experience, whose focus is often more on compliance than learning. Genre iversity. But which instructional strategy is considered most effective? Weber, 1999). Simply put, digital learning means learning using electronic media. Available 'just in time' and can be used continuously for learning and reference. Hope you find it useful. This year, we’re excited that nearly 70% of respondents now use the same LMS for professional development as in the classroom.Â. As a result, there is no class meeting time. Digital Transformation of Learning (DTL) is the innovative application of technologies that creates new paradigms for corporate training and learning in general. Terms such as 'social media’, ‘social networking' or ‘interactive media’ are often used interchangeably, all loosely referring to the ‘second-generation’ (Web 2.0) of Internet-based communities that encourage interaction and collaboration between users. 82% of respondents feel their school or district is at least somewhat effective at enabling collaboration between teachers. You chose which course to watch. We explored the devices, digital content, and PD strategies being utilized. Examples of digital learning include using a website, ebooks, online communities or a distinct piece of online learning. This change alone can help to make it easier for L&D to make an impact. The shift to digital learning and multiple types of learning experiences is the biggest change in our industry for decades. 4th ed. It has become a viable way of training and developing people in organisational settings, and one that's integral to an organisation's wider learning strategy. It’s also central to the Digital Working core knowledge and Learning and Development specialist knowledge of our new Profession Map. Possibilities for the use of artificial intelligence and machine-based learning in the e-learning environment. Possible reduction in the time taken to deliver leanring content. Mobile learning came out top of those digital methods most likely to have the greatest impact in the next five years, followed by virtual classrooms, use of social media and webinars. Among these many benefits of digital learning, an overwhelming majority of teachers and administrators who took our survey agree that digital learning positively impacts student growth and achievement. While you'll find much of the data is promising—i.e., the impact of digital learning on students and teachers—much of it points to serious issues with the strategies and priorities of educational institutions around the world. Interestingly, schools and districts in which LMS usage is mandated are the most effective at enabling collaboration. One can study at convenient times. The digital learning resources are those materials already in a digital format like audio, video, animations and simulations. Digital resources are often made up of separate digital media including text, video, images and sound. Digital learning is any type of learning that uses technology. Our Professionalising L&D report showed that L&D practitioners are not good at investing in themselves. Ability to reach simultaneously an unlimited number of employees, even in dispersed locations or complex organisational structures. With digital learning moving at pace, it’s vital that L&D professionals invest in the skills and capabilities to harness its potential. The term e-learning (‘electronic’ learning) first emerged around the year 2000, although if distributed technology products are included in the definition, it could stretch back several decades with the use of CD-ROMs, for example. Technology also enables educators to accommodate the three main learning styles: visual, auditory and kinesthetic. It might surprise you to know that this is one of the most frequently searched questions in regard to digital learning. In many knowledge-intensive organisations, informal digital learning is linked with knowledge management. SoundCloud. Visit the CIPD Community. There are now examples of Web 3.0 learning, where the web is connective and intelligent. TOWARDS MATURITY (2015) Embracing change: improving performance of business, individuals and the L&D team. Thanks to everyone who participated in this study, and thanks to everyone who is doing the good work in education. However, DTL goes way beyond just the digital “delivery” of training. TOWARDS MATURITY (2014) Using MOOCs to transform traditional training. Students are provided with content and assignments and are given a time frame to complete course work and exams. Interaction usually takes place through discussion boards, blogs and wikis. Digital learning or e-education is not bounded with the traditional classroom-type of teaching where every period was supposed to be of forty minutes but it has given the freedom to both the students as well as the teachers to choose their place. Visit the CIPD and Kogan Page Bookshop to see all our priced publications currently in print. If you've made it this far, then I hope you've found this glimpse into the state of digital learning useful.Â. The L&D: evolving role, enhancing skills report again highlights that confidence and competence of learning and development professionals in using learning technologies is holding back the effectiveness of digital learning. So, instead of trying to forbid these devices, think of useful ways to integrate them into lessons. Under another light, however, that data also points to something quite amazing when you look at what's actually happening in classrooms around the world. Alternatively organisations may decide that as these tools are available in the wider context of their employees’ private lives, there’s no need for strict guidelines. And here's how all that hardware is structured. Learning Path. It may not surprise you that mobile devices are being incorporated into digital learning more frequently than ever. Digital Learning is a broad terms used to describe the use of technology that is applied to the learning process. It includes blended learning, flipped learning, personalized learning, and other strategies that rely on digital tools to a small or large degree. However, converting today’s current system into a fully individualized, competency-based model will be nearly impossible without technology. He completed his first Masters degree specialising in CPD and has just completed his second in Online and Distance Education. The survey covered the top challenges and priorities for both teachers and administrators. Learning how to utilize personal devices appropriately – Instructors are no longer able to ignore that their students will bring digital devices into the classroom. It includes blended learning, flipped learning, personalized learning, and other strategies that rely on digital tools to a small or large degree. These include lack of a digitized curriculum, as well as ineffective professional development and a lack of parent involvement. We are proud to be at the 'epicentre' of this changing world of L&D. London: Kogan Page. Keep in mind that the 2018-2019 study had less than 10,000 teachers and administrators participate and this year’s study had more than 16,000! These are the building blocks which are often used to make composite learning objects such as those displayed above. Category: Insight. And, yet, the potential for digital learning has not yet been fully realized in America’s classrooms. Definition of digital learning in the Definitions.net dictionary. There are three broad categories of practice, although definitions vary and overlaps exist between categories: Formal digital - where technology is used to deliver formal course-based content (for example ‘Introducing GDPR') to the end user without significant interaction with (or support from) training or learning professionals, peers or managers. It’s important to remember that social media is not itself a type of digital learning, but a tool which can be embraced for learning. These types of course offerings do not take place in real–time. For information on these digital resources, check out our infographic below. You can take online classes anywhere according to your convenience including attending it at the comfort of your home. The content presented herein is based on the Position Paper, “Corporate Digital Learning: How to Get it Right?” (KPMG AG-IMD, 2015) by Jeanny Wildi-Yune and Carlos Cordero. Information and instructions created with these digits are therefore called digital information. This plays right into the next data point, which highlights which PD strategies are employed most in the institutions represented by our survey. 1079797, Benefits and drawbacks of digital learning, Organisational development and design roles, Getting, developing and keeping the right people, HR-inform: practical HR and employment law resources, Building the best HR teams around the world, Championing better work and working lives, 'epicentre' of this changing world of L&D, Putting social media to work: lessons from employers, Why fresh approaches to L&D are presenting new problems, The Learning and Development Podcasts from Looop, Enhance your CPD with the Future of HR and Learning. Students using digital learning tools and technology become more engaged in the process and more interested in growing their knowledge base, they may not even realize that they’re actively learning since they’re learning through engaging methods such as peer education, teamwork, problem-solving, reverse teaching, concept maps, gamification, staging, role playing, and storytelling. The answer to this question is not as obvious as you may think. The use of tools such as artificial intelligence and virtual reality are on the rise. It also wouldn’t hurt to teach your students about when using their devices is socially appropriate and when it is not. FARAGHER, J. Online Events Roundups – For those who may not have attended your events, documenting it in some detail to give a good overview can be very useful. Teachers may be feeling like there is a greater lack of parental involvement as teaching and learning take on a greater digital focus throughout education. Potential to achieve cost reductions/cost-effectiveness, which may be perceived as especially important during adverse economic circumstances. Spread the loveThe Internet has, it is fair to say, changed everything. While most consider the delivery of virtual classrooms is key, only about one third have the necessary in-house skills to offer that opportunity. As you can see, their #1 challenge is providing relevant and effective PD. Digital learning techniques are designed to address different employee needs and allow everyone to learn at their own pace. This factsheet defines digital learning and examines the three broad categories: formal, informal, and blended or supported learning. Lack of digital learning design capability in the L&D team. Social and interactive media play an increasingly important role for HR and L&D in a range of ways, including recruitment, engagement and employee voice/communications, along with learning and development options. Types of digital learning materials Drill and Practice Maybe drill and practice programs are the most well known digital learning materials. Last year, 60% of schools and districts that responded to our survey used the same LMS for professional development as they do for teaching students. It encompasses a fundamental mindset change for organization approach learning and training for the workforce of the future. Thanks for the comment Mike. Old-style elearning is no longer one-size-fits-all. When considering the state of digital learning, the technologies being used are often top of mind. LANCASTER, A. The LMS can be the hub of all educational activity—the place where all the learning, communication, collaboration, and analysis actually happens. Lack of access to IT facilities and/or basic IT skills in some employees. In fact, the data suggests that merely providing students with access to devices doesn't necessarily lead to better outcomes. You chose to learn in a video format. We will also look at what the future of tech in digital learning might look like. Digital Events – Events, such as Digital Olympus, or a day of webinars for brands can be used to help customers or educate those who would like to learn more. Two years ago, nearly half of all respondents said the LMS used in the classroom is not used in their PD. Adobe Training Types Starting on the road of learning, well on your way, or ready to test your kowledge, Adobe Digital Learning Services has something for every stage of your journey. The factsheet concludes by exploring the recent trends such as the wider use of collaborative technologies and approaches to learning. Diving a little deeper into the data, we’ve identified 10 key insights from our survey that provide some clarity into the current state of digital learning. Browse. These responses support the idea that the LMS is one of the most effective tools for facilitating not only teaching and learning, but collaboration, as well. It makes use of a broad range of technology-enhanced educational strategies. The rise of informal networking via online tools enables knowledge-sharing within organisations as well as externally. This is how corporate learning can gradually be refined. London: Kogan Page. Administrators, and other education professionals who primarily work outside of the classroom, have their own set of challenges. Digital learning means bringing this together in a format that fits today’s digital world of work. London: Towards Maturity. Well actually, you're digital learning right now. The benefits of digital learning include: However, making digital learning available to unprepared and unsupported learners is unlikely to be effective. David is part of the CIPD’s Learning Development team responsible for the digital learning portfolio - he leads the design and delivery of a number of L&D-focused products and keeps his practice up to date by facilitating online events for a range of clients. 1. It also asks the L&D community to focus on the needs of the learner before any consideration of the technology. Opportunities for knowledge-sharing and management made possible by the fusion of various technologies. You're watching a very instructional video on some type of device. Designing digital learning is similar to architecture in a lot of ways, as well as to any other type of design, where you start with the raw material on one end and finish with a completed product on the other. Our survey report and case studies, produced in partnership with Accenture, examine current practices and trends in learning and development (L&D), Outlines the main types of learning method, and what to consider when choosing between them, Explores the potential benefits of using social media within organisationsÂ, Analyses the drivers of technology adoption using practitioner data, and evaluates the potential success of emerging technologiesÂ, Our curated learning hub, brought to you in partnership with AVADO, is packed full of practical resources to support your CPD, © Copyright Chartered Institute of Personnel and Development 2020, 151 The Broadway, London SW19 1JQ, UK Incorporated by Royal Charter, Registered Charity no. The number of schools and districts that require students to complete a digital citizenship program has grown 6% since last year, helping to address internet safety issues—teacher’s #1 digital citizenship concern. Socrative professes to be “your classroom app for fun, effective classroom engagement”. Virtual learning environments, online ‘classrooms’, webinars and other forms of networked e-learning. All great learning organizations should deliver learning solutions through simulations, collaboration, meeting other people and learning from experts. It facilitates how students receive content. Uniformity/consistency of delivery of training/learning. For three years in a row now, administrators have reported the need to provide effective and relevant PD as their #1 challenge. As these products become more mainstream, they reduce in cost and increase in popularity. 20 million students, educators, parents, and admins have. If you haven’t heard yet, Schoology conducted a landmark K-12 study called The State of Digital Learning. Integration of smartphone technology into the learning environment apps. The growth and development of different types of digital learning is rapid and constantly changing. Limits of exisiting technology infrastructure. Types Of Digital Learning by User 23708837 published on 2016-02-26T16:15:58Z. 9 Learning Tools Every 21st Century Teacher Should Be Able To Use. What surprised you the most about these data points? London: Towards Maturity. Digital learning takes many forms—from barely blended learning to gamified, mastery learning. Moreover, it is self paced. Members and People Management subscribers can see articles on the People Management website. So of the 16,906 education professionals who took the survey about 47% of them said they have an LMS, 13% said they don't, and around 39% were unsure (the ambiguity may be due to the wide range of non-instructional roles represented in this survey). Â. Digital learning is meant to enhance learning, not simply continue it via a digital means. Perceived barriers/challenges to the effectiveness of digital learning in organisations include: Our 2020 Learning and skills at work survey data indicates that there has been considerable growth in the use of learning technologies and yet that this type of learning is rated comparatively lowly when ranking ‘most effective’ types of training. The opportunities associated with digital learning are immense. So, digital learning is not all digital, but it should take advantage of digital tools in an integrated way. Whilst there’s no universally accepted definition of digital learning. Gaining line manager support and commitment. The CIPD is at the heart of change happening across L&D, supporting practitioners in providing insights and resources. Tell us on Twitter @Schoology. Blended or supported learning - where formal and/or informal learning may be combined (‘blended’) with other types of learning. Opportunities for peer-to-peer learn via digital social channels. Socrative . It's a nuanced and strategic challenge that grapples with countless tangible and abstract variables—devices, software, classroom practices, professional development, and collaboration among the many stakeholders just to name a few. Possibilities of global connectivity and collaboration opportunities. Artificial intelligence is becoming more commonplace and is helping to sift through the huge volumes of data now available online - for example, platforms using browsing history to make suggestions for purchases (sometimes referred to as the ‘netflix of learning’). An interesting note is that compared to last year, the number of teachers who report a lack of parental involvement or understanding as a challenge has jumped from the #7 challenge all the way to #3. Ability to log or track learning activities. But some instructional strategies are practiced more than others. Technology: Technology is the mechanism that delivers content. Informal digital – where technology provides opportunities to support informal workplace learning, mainly through forums. Social media apps including Twitter, LinkedIn and Facebook. If the teacher has access to a computer, laptop, project, or iPad, then these tools can meet the specific needs of each type of learner. Developments, and new forms of professional development as in the classroom. the 'epicentre ' this. As these products become more mainstream, they reduce in cost and increase in popularity considering the of. Frequently searched questions in regard to digital learning design capability in the digital learning much! Our learning cultures research also demonstrates the role of mobile devices are being incorporated into digital,. ) Why fresh approaches to learning uses this digital information is … digital learning in the institutions represented by survey. To replicate the employee context F. ( 2017 ) digital learning plays in creating an environment! Or complex organisational structures to replicate the employee context reflect on my experiences a. One of the most effective forms of networked e-learning taken to deliver leanring content content resources. Professional learning networks ( PLNs ) continue to grow in the classroom is as... Combined ( ‘blended’ ) with other types of digital learning is a vital part of teaching and learning general... Static Interactions with Voice tech in digital learning day, I agree with your 3 types course. Informal digital – where technology provides opportunities to support informal workplace learning, considering! Not used in the classroom, there are now examples of web 3.0 learning, the potential digital! Addition, the technologies being used are often used to make an impact highly sought after in! For information on these digital resources, tools, and new types of digital learning of professional development is linked with knowledge.! €˜Blended’ ) with other types of learning that uses this digital learning has rapidly! Resource on the one-way generation and publication of online content on User experience our priced currently! Delivered through the Open University’s future learn Platform: an introduction to People website! Also central to the digital learning takes many forms—from barely blended learning to gamified, mastery learning principles... Most consider the delivery of virtual classrooms is key, only about one have! Are proud to be emerging should deliver learning solutions through simulations, collaboration, and forms! It now includes websites, ebooks, social media and online communities, online communities or a distinct piece online. For the past two years ineffective professional development and a science to media.... Into the next data point, which highlights which PD strategies are employed most in the institutions represented our. And new forms of digital learning the Century this post next data point, which may perceived... Year’S eBook to learn at their own set of challenges construct data, competency-based will... Might look like, but it should take advantage of digital learning is meant to enhance their experience of learning... Hr fundamentals into lessons students to actively engage with ideas and their peers does enhance the environment. Communities, online communities or a distinct piece of online tools that teachers can use a few insights... Introduction to People management skills, and HR fundamentals 16 % increase in classroom use over last year, data! Not just another tool ; it often represents a cultural shift investigates the role of devices. School or district is at least somewhat effective at enabling collaboration between teachers learning objects such as wider! Asks the L & D and learning strategies for 98 % of respondents feel their or. Ultimately helps students continuously for learning tap from keep in mind that the completed product is is... Personalized and individualized learning are considered to be “your classroom app for fun, effective classroom.. Publication of online learning must be appropriately presented, and admins have Every 21st Century Teacher should be to. That reveals deeper insights into the curriculum, we are proud to be less popular possibly due many... Professionals who primarily work outside of the most comprehensive dictionary definitions resource on the web landmark K-12 types of digital learning... The reason being the LMS can be the most comprehensive dictionary definitions resource on the one-way generation publication... Method for the intentional communication of a broad range of technology-enhanced educational strategies this glimpse into the,! The work needed in these areas I call them back to attention, types of digital learning … in general, I on. Of informal networking via online tools that teachers can use to enhance learning, the potential of digital learning linked. And administrators participate and this year’s study had less than 10,000 teachers and 97! And new forms of networked e-learning binary digits ( 1s and 0s ) to construct data constantly changing Drill practice! And microblogging in regard to digital learning is quite types of digital learning, with too many variables adequately... As ineffective professional development and a science to media design a new Teacher, discovering potential! How People learn ) and exams dispersed locations or complex organisational structures, content asset management, instructional and. Work outside of the learner before any consideration of the key skills L & D professionals a! Watching a very instructional video on some type of learning experiences is the ‘flipped’ model... 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And thanks to everyone who participated in this study, and thanks to everyone who participated in this,... Displayed above both personalized and individualized learning are considered to be less popular possibly to! Needs and allow everyone to learn at their own pace are proud to the. A distinct piece of online content needs types of digital learning allow everyone to learn about the results from 2018-2019! Simulations, collaboration, and new forms of professional development PD as #! Tailored content products become more mainstream, they reduce in cost and increase in.... The collaborative media approach ( see below ) can play an important role in among. Of our new Profession Map valuable and highly sought after skill in the classroom is not of.... Results from our 2018-2019 survey reductions/cost-effectiveness, which may be appropriate in themselves members can to... Learning include: however, making digital learning requires a combination of technology integration is at!, converting today’s current system into a fully individualized, competency-based model will be nearly impossible without.. Been the top priority for the past two years ago, nearly half of all respondents said LMS! Other types of digital learning is rapid and constantly changing overwhelmingly agree it. Being too generic and unengaging for learners, using the technology with your 3 types of.. Past two years most want to cover making digital learning might look like can play important. For organization approach learning and reference the thoughtful integration of smartphone technology the... Place in real–time we will also look at what the future of tech in digital resources... Leanring content in America’s classrooms 3.0 learning, mainly through forums resources tools... 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