online learning is most effective when the perceived pedagogical distance between the instructor and students in the course is minimized with increased interaction; Interaction occurs through learner-instructor communication, learner-learner collaboration, and learner-content engagement. All three levels of interaction have important implications for effective online learning
Moore, M. (1972). Learner autonomy: The second dimension of independent learning.Convergence, 5, 76-88.
Moore, M. (1973). Toward a theory of independent learning and teaching. Journal of Higher Education, 44, 661-679.
Moore, M. (1993). Theory of transactional distance. In D. Keegan (Ed.), Theoretical principles of distance education (pp.22-38).New York: Routledge.
Moore, M. G. (1989). Editorial: Three types of interaction. The American Journal of Distance Education, 3 (2), 1-6.
Moore, M. G. (2007). The theory of transactional distance. In M. G. Moore (Ed.), Handbook of distance education (2nd ed.), (pp.89-105). Mahwah, NJ: Lawrence Erlbaum Associates.
Moore, M. G., (2013). Handbook of distance education (3rd ed.). New York: Routledge
Community of Inquiry (CoI)
The Community of Inquiry theoretical framework focuses on the degree of presence in the online learning environment. Presence is vital to student success in online courses. There are three types of presence that must be maintained: 1. Social presence to increase learners’ sense of community in the online environment, 2. Cognitive presence to enable learners to construct meaning from the online experience, and 3. Teaching presence to increase learner perception of the instructor’s ability to provide structure and direction in the online environment
Garrison, D. R., & Akyol, Z. (2013). The community of inquiry theoretical framework. In M. Moore, Handbook of Distance Education (3 ed.) (pp. 104-119). New York: Routledge.
Garrison, D. R., Anderson, T., & Archer, W. (2000). Critical inquiry in a text-based
environment: Computer conferencing in higher education. The Internet and Higher Education, 2(2/3), 87-105.
Garrison, D.R. and Arbaugh, J.B. (2007). Researching the Community of Inquiry framework:
Review, issues, and future directions. The Internet and Higher Education 10(3): 157–172 (2007).
Garrison, D. R., & Cleveland-Innes, M. (2005). Facilitating cognitive presence in online learning: Interaction is not enough. American Journal of Distance Education, 19, 133-148.
A single U.S.-based technology company called Bitfury has been accounting for much of this mining activity, from a vast data center filled with computer servers which it opened on the outskirts of the capital Tbilisi. It has generated plenty of controversy too over claims that it received overly generous terms for its electricity bills. But scores of smaller data centers have now sprouted up, with many more people mining from home with processors bought online from China.
making an average of $800 a month mining a currency called Zcash, with the extra electricity load costing about $80.
Bitfury has also been talking to the authorities in nearby Ukraine about using blockchain technology to run future elections there.
When supporters log on to its website, they are given the choice of allowing their computer processors to be used to mine Monero, a newer virtual coin being marketed for its extreme anonymity.
Facebook groups now regularly advertise conferences and gatherings to share ideas, addressed by people who call themselves “blockchain evangelists.”
Like the original Klondike, Georgia’s digital gold rush has attracted some colorful characters hoping to make their fortune.
Take Andrew Thornhill, an energetic financial entrepreneur from Chicago and founder of a cryptocurrency startup called Spotcoin. He first came to Georgia a decade ago to provide Internet-banking advice. In 2011, he was briefly imprisoned for fraud, but he says his conviction does not restrict him from running a financial business either there or in Georgia.
Concerns that cryptocurrencies are being used as a money-laundering vehicle have been overdone, Thornhill says when we meet at Spotcoin’s Tbilisi headquarters. “Criminals are using dollars and euros every day, but we don’t blame the currencies,” he says. And blockchain technology has the potential to make financial transactions far more secure, he maintains.
To identify bots, the Center used a tool known as “Botometer,” developed by researchers at the University of Southern California and Indiana University.
It is important to note that bot accounts do not always clearly identify themselves as such in their profiles, and any bot classification system inevitably carries some risk of error. The Botometer system has been documented and validated in an array of academicpublications, and researchers from the Center conducted a number of independent validation measures of its results.8
Apps like WhatsApp, Facebook, Snapchat, Instagram, Twitter, LinkedIn, Viber
Felix Krause described in 2017 that when a user grants an app access to their camera and microphone, the app could do the following:
Access both the front and the back camera.
Record you at any time the app is in the foreground.
Take pictures and videos without telling you.
Upload the pictures and videos without telling you.
Upload the pictures/videos it takes immediately.
Run real-time face recognition to detect facial features or expressions.
Livestream the camera on to the internet.
Detect if the user is on their phone alone, or watching together with a second person.
Upload random frames of the video stream to your web service and run a proper face recognition software which can find existing photos of you on the internet and create a 3D model based on your face.
For instance, here’s a Find my Phone application which a documentary maker installed on a phone, then let someone steal it. After the person stole it, the original owner spied on every moment of the thief’s life through the phone’s camera and microphone.
The government
Edward Snowden revealed an NSA program called Optic Nerves. The operation was a bulk surveillance program under which they captured webcam images every five minutes from Yahoo users’ video chats and then stored them for future use. It is estimated that between 3% and 11% of the images captured contained “undesirable nudity”.
Hackers can also gain access to your device with extraordinary ease via apps, PDF files, multimedia messages and even emojis.
An application called Metasploit on the ethical hacking platform Kali uses an Adobe Reader 9 (which over 60% of users still use) exploit to open a listener (rootkit) on the user’s computer. You alter the PDF with the program, send the user the malicious file, they open it, and hey presto – you have total control over their device remotely.
Once a user opens this PDF file, the hacker can then:
Install whatever software/app they like on the user’s device.
Use a keylogger to grab all of their passwords.
Steal all documents from the device.
Take pictures and stream videos from their camera.
Capture past or live audio from the microphone.
Upload incriminating images/documents to their PC, and notify the police.
And, if it’s not enough that your phone is tracking you – surveillance cameras in shops and streets are tracking you, too
You might even be on this website, InSeCam, which allows ordinary people online to watch surveillance cameras free of charge. It even allows you to search cameras by location, city, time zone, device manufacturer, and specify whether you want to see a kitchen, bar, restaurant or bedroom.
Here’s how to evaluate the potential for mobile solutions
Before they set foot in their first class, incoming college students face a maze of requirements and resources that will be critical to their success. So-called “student supports” abound. Yet forty percent of first-year studentsdon’t return the following year, and a growing number report information overload as they navigate campus life amid newfound independence.
The nine in 10 undergraduates who own smartphones are probably familiar with the xkcd about it. College-aged Americans check their devices more than 150 times per day. So it should be no surprise that a growing body of research suggests that mobile solutions can play a critical role in enhancing the student experience.
1. Is the mobile app native?
We’ve all had the frustrating experience of using a smartphone to navigate a page that was designed for a computer. But when designing native mobile apps, developers start with the small screen, which leads to simpler, cleaner platforms that get rid of the clutter of the desktop browsing experience.
As smartphones overtake laptops and desktops as the most popular way for young people to get online, native design is critical for universities to embrace.
2. Is there a simple content management system?
It’s also critical to explore whether mobile apps integrate with an institution’s existing LMS, CMS, and academic platforms. The most effective apps will allow you to draw upon and translate existing content and resources directly into the mobile experience. My note: this is why it is worth experimenting with alternatives to LMS, such as Facebook Groups: they allow ready-to-use SIMPLE mobile interface.
3. Does it allow you to take targeted action?
At-risk or disengaged students often require more targeted communication and engagement which, if used effectively, can prevent them falling into those categories in the first place.
Unlike web-based tools, mobile apps should not only communicate information, but also generate insights and reports, highlighting key information into how students use the platform.
4. Does it offer communication and social networking opportunities?
Teenagers who grew up with chatbots and Snapchat expect instant communication to be part of any online interaction. Instead of making students toggle between the student affairs office and conversations with advisors, mobile platforms that offer in-app messaging can streamline the experience and keep users engaged.
Digital storytelling uses video, audio, social media, blogging and other tools to convey ideas and information effectively. The emphasis is on empowering students to create authentic products that they can share with others beyond the classroom walls, and to allow for audience interaction and feedback.
why should we inspire students to be digital storytellers?
Requires critical thinking: Creating an interdisciplinary product from scratch requires high level thinking skills like evaluating evidence, editing and curation, and production timelines. Digital stories often use multiple skills like writing, public speaking, photography, design and collaboration in a single project which makes them ideal for practicing skills learned other units or classes.
Authentic projects have impact: Creating real-world, impactful products that students share with an audience beyond the classroom is one of the best ways to enhance motivation and increase quality.
Places focus on writing: A picture is worth a thousand words, and video is 30 photos a second. It has its own grammar and style, but concepts of content, structure, tone and audience impact are just as important in multimedia as they are for an essay. Scripts, voiceovers and interview questions emphasize traditional writing skills and are the backbone of all multimedia projects.
Develops digital citizens: What to post online, when and how are all important questions for our students to learn to answer. Require them to comment on others’ work and develop etiquette for online posts and feedback. Rather than being afraid of the internet, embrace it to teach digital citizenship.
Students can add to digital portfolios: All student work can be compiled into a digital portfolio that they can use to promote themselves for jobs/internships
How to Educate Digital Storytellers
1. Focus on content, not the tools
2. Take it to the next “SAMR level.” The SAMR model is a way to gauge how deeply and effectively you use technology (Salvador Dali)
Publisher / Organization: Athabasca University Press
Year founded: 2000
Description: The International Review of Research in Open and Distributed Learning disseminates original research, theory, and best practice in open and distributed learning worldwide.
Publisher / Organization: The University of Illinois at Chicago- University Library
Year founded: 1996
Description: First Monday is among the very first open access journals in the EdTech field. The journal’s subject matter encompasses the full range of Internet issues, including educational technologies, social media and web search. Contributors are urged via author guidelines to use simple explanations and less complex sentences and to be mindful that a large proportion of their readers are not part of academia and do not have English as a first language.
Academic Management: University of Catalonia (UOC)
Year founded: 2004
Description: This journal aims to: provide a vehicle for scholarly presentation and exchange of information between professionals, researchers and practitioners in the technology-enhanced education field; contribute to the advancement of scientific knowledge regarding the use of technology and computers in higher education; and inform readers about the latest developments in the application of information technologies (ITs) in higher education learning, training, research and management.
Description: Online Learning promotes the development and dissemination of new knowledge at the intersection of pedagogy, emerging technology, policy, and practice in online environments. The journal has been published for over 20 years as the Journal of Asynchronous Learning Networks (JALN) and recently merged with the Journal of Online Learning and Teaching (JOLT).
Publisher / Organization: International Forum of Educational Technology & Society
Year founded:1998
Description: Educational Technology & Society seeks academic articles on the issues affecting the developers of educational systems and educators who implement and manage these systems. Articles should discuss the perspectives of both communities – the programmers and the instructors. The journal is currently still accepting submissions for ongoing special issues, but will cease publication in the future as the editors feel that the field of EdTech is saturated with high quality publications.
Description: The Australasian Journal of Educational Technology aims to promote research and scholarship on the integration of technology in tertiary education, promote effective practice, and inform policy. The goal is to advance understanding of educational technology in post-school education settings, including higher and further education, lifelong learning, and training.
DESCRIPTION: The Internet and Higher Education is devoted to addressing contemporary issues and future developments related to online learning, teaching, and administration on the Internet in post-secondary settings. Articles should significantly address innovative deployments of Internet technology in instruction and report on research to demonstrate the effects of information technology on instruction in various contexts in higher education.
Publisher / Organization: British Educational Research Association (BERA)
YEAR FOUNDED: 1970
DESCRIPTION: The journal publishes theoretical perspectives, methodological developments and empirical research that demonstrate whether and how applications of instructional/educational technology systems, networks, tools and resources lead to improvements in formal and non-formal education at all levels, from early years through to higher, technical and vocational education, professional development and corporate training.
Description: Computers & Education aims to increase knowledge and understanding of ways in which digital technology can enhance education, through the publication of high quality research, which extends theory and practice.
Description: TechTrends targets professionals in the educational communication and technology field. It provides a vehicle that fosters the exchange of important and current information among professional practitioners. Among the topics addressed are the management of media and programs, the application of educational technology principles and techniques to instructional programs, and corporate and military training.
Description: Advances in technology and the growth of e-learning to provide educators and trainers with unique opportunities to enhance learning and teaching in corporate, government, healthcare, and higher education. IJEL serves as a forum to facilitate the international exchange of information on the current research, development, and practice of e-learning in these sectors.
Led by an Editorial Review Board of leaders in the field of e-Learning, the Journal is designed for the following audiences: researchers, developers, and practitioners in corporate, government, healthcare, and higher education. IJEL is a peer-reviewed journal.
Description: JCMST is a highly respected scholarly journal which offers an in-depth forum for the interchange of information in the fields of science, mathematics, and computer science. JCMST is the only periodical devoted specifically to using information technology in the teaching of mathematics and science.
Just as researchers build reputation over time that can be depicted (in part) through quantitative measures such as h-index and i10-index, journals are also compared based on the number of citations they receive..
Description: The Journal of Interactive Learning Research (JILR) publishes papers related to the underlying theory, design, implementation, effectiveness, and impact on education and training of the following interactive learning environments: authoring systems, cognitive tools for learning computer-assisted language learning computer-based assessment systems, computer-based training computer-mediated communications, computer-supported collaborative learning distributed learning environments, electronic performance support systems interactive learning environments, interactive multimedia systems interactive simulations and games, intelligent agents on the Internet intelligent tutoring systems, microworlds, virtual reality based learning systems.
Description: JEMH is designed to provide a multi-disciplinary forum to present and discuss research, development and applications of multimedia and hypermedia in education. It contributes to the advancement of the theory and practice of learning and teaching in environments that integrate images, sound, text, and data.
Publisher / Organization: Society for Information Technology and Teacher Education (SITE)
Year founded: 1997
Description: JTATE serves as a forum for the exchange of knowledge about the use of information technology in teacher education. Journal content covers preservice and inservice teacher education, graduate programs in areas such as curriculum and instruction, educational administration, staff development instructional technology, and educational computing.
Publisher / Organization: Association for the Advancement of Computing in Education (AACE)
YEAR FOUNDED: 2015
DESCRIPTION: The Journal of Online Learning Research (JOLR) is a peer-reviewed, international journal devoted to the theoretical, empirical, and pragmatic understanding of technologies and their impact on primary and secondary pedagogy and policy in primary and secondary (K-12) online and blended environments. JOLR is focused on publishing manuscripts that address online learning, catering particularly to the educators who research, practice, design, and/or administer in primary and secondary schooling in online settings. However, the journal also serves those educators who have chosen to blend online learning tools and strategies in their face-to-face classroom.
The most commonly used index to measure the relative importance of journals is the annual Journal Citation Reports (JCR). This report is published by Clarivate Analytics (previously Thomson Reuters).
SCImago Journal Rank (SJR indicator) measures the influence of journals based on the number of citations the articles in the journal receive and the importance or prestige of the journals where such citations come from. The SJR indicator is a free journal metric which uses an algorithm similar to PageRank and provides an open access alternative to the journal impact factor in the Web of Science Journal Citation Report. The portal draws from the information contained in the Scopus database (Elsevier B.V.).
Introduced by Google in 2004, Scholar is a freely accessible search engine that indexes the full text or metadata of scholarly publications across an array of publishing formats and disciplines.
Introduced by Elsevier in 2004, Scopus is an abstract and citation database that covers nearly 18,000 titles from more than 5,000 publishers. It offers journal metrics that go beyond just journals to include most serial titles, including supplements, special issues and conference proceedings. Scopus offers useful information such as the total number of citations, the total number of articles published, and the percent of articles cited.
Anne-Wil Harzing:
“Citations are not just a reflection of the impact that a particular piece of academic work has generated. Citations can be used to tell stories about academics, journals and fields of research, but they can also be used to distort stories”.
Harzing, A.-W. (2013). The publish or perish book: Your guide to effective and responsible citation analysis. http://harzing.com/popbook/index.htm
ResearchGate is a social networking site for scientists and researchers to share papers, ask and answer questions, and find collaborators. The community was founded in May 2008. Today it has over 14 million members.
Google Scholar allows users to search for digital or physical copies of articles, whether online or in libraries. It indexes “full-text journal articles, technical reports, preprints, theses, books, and other documents, including selected Web pages that are deemed to be ‘scholarly. It comprises an estimated 160 million documents.
Academia.edu is a social-networking platform for academics to share research papers. You can upload your own work, and follow the updates of your peers. Founded in 2008, the network currently has 59 million users, and adding 20 million documents.
The ORCHID (Open Researcher and Contributor ID) is a nonproprietary alphanumeric code to uniquely identify scientific and other academic authors and contributors. It provides a persistent identity for humans, similar to content-related entities on digital networks that utilize digital object identifiers (DOIs). The organization offers an open and independent registry intended to be the de facto standard for contributor identification in research and academic publishing.
The Scopus Author Identifier assigns a unique number to groups of documents written by the same author via an algorithm that matches authorship based on a certain criteria. If a document cannot be confidently matched with an author identifier, it is grouped separately. In this case, you may see more than one entry for the same author.
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more on metrics in this iMS blog
Lazer, D. M. J., Baum, M. A., Benkler, Y., Berinsky, A. J., Greenhill, K. M., Menczer, F., … Zittrain, J. L. (2018). The science of fake news. Science, 359(6380), 1094–1096. https://doi.org/10.1126/science.aao2998
Baum and David Lazer, M. A. (2017, May 11). Social media must be held to account on fake news. Winnipeg Free Press (MB). p. A7.
In a paper published in March in the journal Science, David Lazer, Matthew Baum and 14 co-authors consider what we do and don’t know about the science of fake news. They definefake news as “fabricated information that mimics news media content in form but not in organizational process or intent,” and they go on to discuss problems at multiple levels: individual, institutional and societal. What do we know about individuals’ exposure to fake news and its influence upon them? How can Internet platforms help limit the dissemination of fake news? And most fundamentally: How can we succeed in creating and perpetuating a culture that values and promotes truth?
Steven Sloman, professor of cognitive, linguistic and psychological sciences at Brown University, and one of the paper’s 16 authors. Sloman is also author of The Knowledge Illusion: Why We Never Think Alone, a book about the merits and failings of our collaborative minds, published in 2017 with co-author Philip Fernbach.
Sloman, S. A. (2017). The knowledge illusion: Why we never think alone. New York: Riverhead Books.
Definition:
The HyFlex model gives students the choice to attend class in person or via synchronous remote stream and to make that choice on a daily basis. In other words, unlike online and hybrid models which typically have a fixed course structure for the entire semester, the HyFlex model does not require students to make a choice at the beginning of term and then stick with it whether their choice works for them or not; rather students are able to make different choices each day depending on what works best for them on that day (hence the format is “flexible”) (Miller and Baham, 2018, to be published in the Proceedings of the 10th International Conference on Teaching Statistics).
Definition from Horizon Report, HIgher Ed edition, 2014. p. 10 integration of Online Hybrid and Collaborative Learning
Definition from U of Arizona (https://journals.uair.arizona.edu/index.php/itet/article/view/16464/16485)
Beatty (2010) defines HyFlex courses to be those that “enable a flexible participation policy for students whereby students may choose to attend face-to-face synchronous class sessions or complete course learning activities online without physically attending class”
Online courses
Definition
Goette, W. F., Delello, J. A., Schmitt, A. L., Sullivan, J. R., & Rangel, A. (2017). Comparing Delivery Approaches to Teaching Abnormal Psychology: Investigating Student Perceptions and Learning Outcomes. Psychology Learning and Teaching, 16(3), 336–352. https://doi.org/10.1177/1475725717716624
p.2.Online classes are a form of distance learning available completely over the Internet with no F2F interaction between an instructor and students (Helms, 2014).
https://www.oswego.edu/human-resources/section-6-instructional-policies-and-procedures
An online class is a class that is offered 100% through the Internet. Asynchronous courses require no time in a classroom. All assignments, exams, and communication are delivered using a learning management system (LMS). At Oswego, the campus is transitioning from ANGEL to Blackboard, which will be completed by the Fall 2015 semester. Fully online courses may also be synchronous. Synchronous online courses require student participation at a specified time using audio/visual software such as Blackboard Collaborate along with the LMS.
Web-enhanced courses
Web enhanced learning occurs in a traditional face-to-face (f2f) course when the instructor incorporates web resources into the design and delivery of the course to support student learning. The key difference between Web Enhanced Learning versus other forms of e-learning (online or hybrid courses) is that the internet is used to supplement and support the instruction occurring in the classroom rather than replace it. Web Enhanced Learning may include activities such as: accessing course materials, submitting assignments, participating in discussions, taking quizzes and exams, and/or accessing grades and feedback.”
Blended/Hybrid Learning
Definition
Goette, W. F., Delello, J. A., Schmitt, A. L., Sullivan, J. R., & Rangel, A. (2017). Comparing Delivery Approaches to Teaching Abnormal Psychology: Investigating Student Perceptions and Learning Outcomes. Psychology Learning and Teaching, 16(3), 336–352. https://doi.org/10.1177/1475725717716624
p.3.
Helms (2014) described blended education as incorporating both online and F2F character- istics into a single course. This definition captures an important confound to comparing course administration formats because otherwise traditional F2F courses may also incorp- orate aspects of online curriculum. Blended learning may thus encompass F2F classes in which any course content is available online (e.g., recorded lectures or PowerPoints) as well as more traditionally blended courses. Helms recommended the use of ‘‘blended’’ over ‘‘hybrid’’ because these courses combine different but complementary approaches rather than layer opposing methods and formats.
Blended learning can merge the relative strengths of F2F and online education within a flexible course delivery format. As such, this delivery form has a similar potential of online courses to reduce the cost of administration (Bowen et al., 2014) while addressing concerns of quality and achievement gaps that may come from online education. Advantages of blended courses include: convenience and efficiency for the student; promotion of active learning; more effective use of classroom space; and increased class time to spend on higher- level learning activities such as cooperative learning, working with case studies, and discuss- ing big picture concepts and ideas (Ahmed, 2010; Al-Qahtani & Higgins, 2013; Lewis & Harrison, 2012).
Although many definitions of hybrid and blended learning exist, there is a convergence upon three key points: (1) Web-based learning activities are introduced to complement face-to-face work; (2) “seat time” is reduced, though not eliminated altogether; (3) the Web-based and face-to-face components of the course are designed to interact pedagogically to take advantage of the best features of each.
The amount of in class time varies in hybrids from school to school. Some require more than 50% must be in class, others say more than 50% must be online. Others indicate that 20% – 80% must be in class (or online). There is consensus that generally the time is split 50-50, but it depends on the best pedagogy for what the instructor wants to achieve.
definition
“Backchannel” is a mode of communication created by audience members to connect with other observers both inside and outside of the presentation space, with or without the speaker’s awareness (Atkinson, 2009).
ARS (or CRS) are[audience] response systems are instructional technologies that allow instructors to rapidly collect and analyze student responses to questions posed during class” (Bruff, 2009, p. 1)
Distance learning courses are indicated in the schedule of classes on BU Brain with an Instructional Method of Online Asynchronous (OA), Online Synchronous (OS), Online Combined (OC), or Online Hybrid (OH). Online Asynchronous courses are those in which the instruction is recorded/stored and then accessed by the students at another time. Online Synchronous courses are those in which students are at locations remote from the instructor and viewing the instruction as it occurs. Online Combined courses are those in which there is a combination of asynchronous and synchronous instruction that occurs over the length of the course. Online Hybrid courses are those in which there is both in-person and online (asynchronous and/or synchronous) instruction that occurs over the length of the course.
early 2018 is defined by a mix of long-standing trends and newly emerging narratives
Facebook and YouTube dominate this landscape, as notable majorities of U.S. adults use each of these sites. At the same time, younger Americans (especially those ages 18 to 24) stand out for embracing a variety of platforms and using them frequently. Some 78% of 18- to 24-year-olds use Snapchat, and a sizeable majority of these users (71%) visit the platform multiple times per day. Similarly, 71% of Americans in this age group now use Instagram and close to half (45%) are Twitter users
The video-sharing site YouTube – which contains many social elements, even if it is not a traditional social media platform – is now used by nearly three-quarters of U.S. adults and 94% of 18- to 24-year-olds.
a majority of users (59%) say it would not be hard to stop using these sites, including 29% who say it would not be hard at all to give up social media.
Pinterest remains substantially more popular with women (41% of whom say they use the site) than with men (16%).
LinkedIn remains especially popular among college graduates and those in high-income households. Some 50% of Americans with a college degree use LinkedIn, compared with just 9% of those with a high school diploma or less.
The messaging service WhatsApp is popular in Latin America, and this popularity also extends to Latinos in the United States – 49% of Hispanics report that they are WhatsApp users, compared with 14% of whites and 21% of blacks.
