Learning Analytics: What is it? Why do it? And how?Timothy Harfield
Presentation delivered to graduate students at Emory University as part of a TATTO (Teaching Assistant Training and Teaching Opportunity) brown bag session.
ABSTRACT
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. Data driven approaches to teaching and learning are rapidly being adopted within educational environments, but there is still much confusion about what learning analytics is, what it can do, and how it is best employed.
This talk will provide a general overview of the field of learning analytics, its terminology and methods, as well as contemporary ethical debates. It will also introduce several open source and Emory-supported analytics tools available to students and instructors to facilitate the achievement of various learning outcomes.
Keynote talk to a conference of educators, introducing ways to increase engagement through the use of technology and pedagogical methods for heightening student motivation
Lost in Translation: Where do we go from here?drpmcgee
This presentation describes the shifts in practice, expectations of students and the post-education workplace, trends in learning technologies, and implications for strategic planning.
Many institutions see technology as a strategy to increase revenues and decrease campus-bases classrooms and resources. However, as emerging technologies shift the course from teaching-centered to learning-centered, historically effective strategies may no longer provide the same return on investment. This session examines how we can maximize the return on value of technology to increase learner engagement, add instructional options, and improve faculty efficacy.
Learning Analytics: What is it? Why do it? And how?Timothy Harfield
Presentation delivered to graduate students at Emory University as part of a TATTO (Teaching Assistant Training and Teaching Opportunity) brown bag session.
ABSTRACT
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. Data driven approaches to teaching and learning are rapidly being adopted within educational environments, but there is still much confusion about what learning analytics is, what it can do, and how it is best employed.
This talk will provide a general overview of the field of learning analytics, its terminology and methods, as well as contemporary ethical debates. It will also introduce several open source and Emory-supported analytics tools available to students and instructors to facilitate the achievement of various learning outcomes.
Keynote talk to a conference of educators, introducing ways to increase engagement through the use of technology and pedagogical methods for heightening student motivation
Lost in Translation: Where do we go from here?drpmcgee
This presentation describes the shifts in practice, expectations of students and the post-education workplace, trends in learning technologies, and implications for strategic planning.
Many institutions see technology as a strategy to increase revenues and decrease campus-bases classrooms and resources. However, as emerging technologies shift the course from teaching-centered to learning-centered, historically effective strategies may no longer provide the same return on investment. This session examines how we can maximize the return on value of technology to increase learner engagement, add instructional options, and improve faculty efficacy.
Presentation of the OUSocial prototype tool to the OUSocMed conference at the Open University. October 2017 (http://oro.open.ac.uk/40883/1/ousocial2-demo.pdf) Associated publication
Conducting Research in Blended and Online EducationTanya Joosten
A workshop at #WCET15 in Denver, CO
This hands-on workshop consists of practice-based research planning activities to help you prepare for conducting research at the course or program level. Specifically, we will utilize the distance education research model developed by the National Research Center for Distance Education and Technological Advancements (DETA) to guide the development of research plans for blended and online. Attendees will walk away with a research agenda and the necessary tools to help them conduct research on their campus as part of the National DETA Research Center initiative. The DETA Center looks to identify and evaluate effective course and institutional practices in online learning (including competency-based education) for underrepresented individuals (i.e., economically disadvantaged, adult learners, disabled) through rigorous research. This workshop will prepare attendees to take a plan back to their own institution to successfully gather research on blended and online teaching and learning. For more on DETA, visit http://www.uwm.edu/deta. The workshop will span two concurrent session blocks- part I, 1:30 - 2:30 p.m. and part II, 3:00 - 4:00 p.m. Bring your laptop or mobile device.
http://wcetconference.wiche.edu/sessions/conducting-research-blended-and-online
Effectiveness of Blended and Online ProgramsTanya Joosten
My portion of the preso from:
Join Malcolm Brown, EDUCAUSE Learning Initiative director, and Veronica Diaz, ELI associate director, as they moderate this special two-hour webinar hosted by the EDUCAUSE Learning Initiative and Quality Matters. This webinar will provide you with examples and tools to craft plans that measure the effectiveness of your online/blended instructional programs and their impact on student learning and success. You will explore rubrics, hear about institutional efforts, and engage in activities that relate to quality assurance work. The purpose of the event is to understand some approaches to measure the effectiveness of online/blended learning programs:
Learn about national research efforts on quality assurance in online/blended environments
Gather ideas on demonstrating the efficacy of your online/blended learning implementations
Consider approaches for measuring the impact of online/blended programs within a specific institutional context
http://www.educause.edu/events/eli-webinar-measuring-effectiveness-onlineblended-programs
Promoting Effective Teaching and Learning Ecosystems via Research Proven Prac...Tanya Joosten
ELI Leadership Seminar, 2016, San Antonio TX
The ELI Leadership Seminar, "Promoting a Sustainable and Effective Teaching and Learning Ecosystem via Research Proven Practice," is an extended learning opportunity threaded throughout the annual meeting program. The goals for this seminar are to:
Enable quality teaching and learning through evidence-based faculty development to diffuse proven instructional interventions and practices
Discover ways to gather evidence using a research model for online learning, including key research questions driving inquiry
Explore different research designs (experimental and survey with data mining) for studying teaching and learning innovations
Develop a research plan for your program or institution that will assist in identifying effective instructional and institutional practices in blended and online learning
Identify potential methods of effectively engaging faculty in teaching and researching innovations in student learning
Learn about institutional mechanisms that can impact quality in teaching and learning, particularly in blended and online environments
Enable participants to network with peers interested in promoting effective teaching and learning through research on blended and online programming at universities
Participants, both new and experienced, will benefit from peer interaction and the opportunity to network and engage with leaders during small group discussions. Participants will meet with, share with, and learn from a cohort of peers from a wide range of positions supporting teaching and learning from different types of higher education institutions.
ABSTRACT. In spite of wide-spread interest in learning analytics, many instructors are still uncertain about what data are available to them, whether these data are relevant to their specific contexts, and how to put available data to work in the classroom in a way that is aligned with their values as teachers. This panel brings together inspirational thought leaders with experience in business, research, administration, teaching, and instructional design to discuss complexities involved in the use of learning analytics, explore the challenges associated with rethinking student success in the 21st century, and share some of the innovative ways they are using data to improve the lives of students today.
LEARNING OBJECTIVES
1. Identify complexities and contemporary challenges facing the use of educational data to inform instructional design decisions
2. Describe ways in which learning analytics provide an opportunity for instructors to gain a richer understanding of the needs of their students
3. Share stories about how data has been used to inform instructional design, improve student outcomes, and stimulate thinking about student success
SPEAKERS
David Lindrum
Founder & Instructional Designer, Soomo Learning
Phillip Long
Associate Vice Provost for Learning Sciences, UT Austin
Laura Malcolm
Vice President of Product Management, Civitas Learning
Mike Sharkey
Vice President of Analytics, Blackboard
Conducting Research on Blended and Online Education, WorkshopTanya Joosten
Conducting Research on Blended and Online Education
October 14, 2015 - 8:30am
Lead Presenter: Tanya Joosten (University of Wisconsin - Milwaukee, USA)
Nori Barajas-Murphy (University of La Verne, USA)
Track: Learning Effectiveness
Pre-Conference Workshop
Location: Oceanic 7
Session Duration: 3 Hours
Pre-Conference Workshop Session 3
This workshop consists of practice-based research planning activities to help you prepare for conducting research at the course or program level. Specifically, we will utilize the distance education research model developed by the National Research Center for Distance Education and Technological Advancements (DETA) to guide the development of research plans for blended and online. Attendees will walk away with a research agenda and the necessary tools to help them conduct research on their campus as part of the National DETA Research Center initiative.
The University of Wisconsin-Milwaukee (UWM) established a National Distance Education and Technological Advancement (DETA) Research Center in 2014 to conduct cross-institutional data collection with 2-year and 4-year Institutions of Higher Education (IHEs) funded by the U.S. Department of Education Fund for Improvement of Postsecondary Education (FIPSE). UWM has partnered with the University of Wisconsin System, UW-Extension, Milwaukee Area Technical College (MATC), EDUCAUSE Learning Initiative (ELI), and leaders across the nation to develop a research model. This model is to promote student access and success through evidence-based online learning practices and learning technologies.
The DETA Center looks to identify and evaluate effective course and institutional practices in online learning (including competency-based education) for underrepresented individuals (i.e., economically disadvantaged, adult learners, disabled) through rigorous research. Furthermore, although the research currently is focused on postsecondary U.S. institutions, the DETA Center looks to advance their work in K-12 and internationally -- all are welcome!
This workshop will prepare attendees to take a plan back to their own institution to successfully gather research on blended and online teaching and learning.
For more on DETA, visit http://www.uwm.edu/deta.
10 Emerging Technologies Every Social Studies Educator Should Know Richard Hartshorne
The primary focus of this session is the introduction of 10 emerging technologies and associated pedagogical strategies to support historical inquiry and active student participation in the social studies classroom.
Presentation of the OUSocial prototype tool to the OUSocMed conference at the Open University. October 2017 (http://oro.open.ac.uk/40883/1/ousocial2-demo.pdf) Associated publication
Conducting Research in Blended and Online EducationTanya Joosten
A workshop at #WCET15 in Denver, CO
This hands-on workshop consists of practice-based research planning activities to help you prepare for conducting research at the course or program level. Specifically, we will utilize the distance education research model developed by the National Research Center for Distance Education and Technological Advancements (DETA) to guide the development of research plans for blended and online. Attendees will walk away with a research agenda and the necessary tools to help them conduct research on their campus as part of the National DETA Research Center initiative. The DETA Center looks to identify and evaluate effective course and institutional practices in online learning (including competency-based education) for underrepresented individuals (i.e., economically disadvantaged, adult learners, disabled) through rigorous research. This workshop will prepare attendees to take a plan back to their own institution to successfully gather research on blended and online teaching and learning. For more on DETA, visit http://www.uwm.edu/deta. The workshop will span two concurrent session blocks- part I, 1:30 - 2:30 p.m. and part II, 3:00 - 4:00 p.m. Bring your laptop or mobile device.
http://wcetconference.wiche.edu/sessions/conducting-research-blended-and-online
Effectiveness of Blended and Online ProgramsTanya Joosten
My portion of the preso from:
Join Malcolm Brown, EDUCAUSE Learning Initiative director, and Veronica Diaz, ELI associate director, as they moderate this special two-hour webinar hosted by the EDUCAUSE Learning Initiative and Quality Matters. This webinar will provide you with examples and tools to craft plans that measure the effectiveness of your online/blended instructional programs and their impact on student learning and success. You will explore rubrics, hear about institutional efforts, and engage in activities that relate to quality assurance work. The purpose of the event is to understand some approaches to measure the effectiveness of online/blended learning programs:
Learn about national research efforts on quality assurance in online/blended environments
Gather ideas on demonstrating the efficacy of your online/blended learning implementations
Consider approaches for measuring the impact of online/blended programs within a specific institutional context
http://www.educause.edu/events/eli-webinar-measuring-effectiveness-onlineblended-programs
Promoting Effective Teaching and Learning Ecosystems via Research Proven Prac...Tanya Joosten
ELI Leadership Seminar, 2016, San Antonio TX
The ELI Leadership Seminar, "Promoting a Sustainable and Effective Teaching and Learning Ecosystem via Research Proven Practice," is an extended learning opportunity threaded throughout the annual meeting program. The goals for this seminar are to:
Enable quality teaching and learning through evidence-based faculty development to diffuse proven instructional interventions and practices
Discover ways to gather evidence using a research model for online learning, including key research questions driving inquiry
Explore different research designs (experimental and survey with data mining) for studying teaching and learning innovations
Develop a research plan for your program or institution that will assist in identifying effective instructional and institutional practices in blended and online learning
Identify potential methods of effectively engaging faculty in teaching and researching innovations in student learning
Learn about institutional mechanisms that can impact quality in teaching and learning, particularly in blended and online environments
Enable participants to network with peers interested in promoting effective teaching and learning through research on blended and online programming at universities
Participants, both new and experienced, will benefit from peer interaction and the opportunity to network and engage with leaders during small group discussions. Participants will meet with, share with, and learn from a cohort of peers from a wide range of positions supporting teaching and learning from different types of higher education institutions.
ABSTRACT. In spite of wide-spread interest in learning analytics, many instructors are still uncertain about what data are available to them, whether these data are relevant to their specific contexts, and how to put available data to work in the classroom in a way that is aligned with their values as teachers. This panel brings together inspirational thought leaders with experience in business, research, administration, teaching, and instructional design to discuss complexities involved in the use of learning analytics, explore the challenges associated with rethinking student success in the 21st century, and share some of the innovative ways they are using data to improve the lives of students today.
LEARNING OBJECTIVES
1. Identify complexities and contemporary challenges facing the use of educational data to inform instructional design decisions
2. Describe ways in which learning analytics provide an opportunity for instructors to gain a richer understanding of the needs of their students
3. Share stories about how data has been used to inform instructional design, improve student outcomes, and stimulate thinking about student success
SPEAKERS
David Lindrum
Founder & Instructional Designer, Soomo Learning
Phillip Long
Associate Vice Provost for Learning Sciences, UT Austin
Laura Malcolm
Vice President of Product Management, Civitas Learning
Mike Sharkey
Vice President of Analytics, Blackboard
Conducting Research on Blended and Online Education, WorkshopTanya Joosten
Conducting Research on Blended and Online Education
October 14, 2015 - 8:30am
Lead Presenter: Tanya Joosten (University of Wisconsin - Milwaukee, USA)
Nori Barajas-Murphy (University of La Verne, USA)
Track: Learning Effectiveness
Pre-Conference Workshop
Location: Oceanic 7
Session Duration: 3 Hours
Pre-Conference Workshop Session 3
This workshop consists of practice-based research planning activities to help you prepare for conducting research at the course or program level. Specifically, we will utilize the distance education research model developed by the National Research Center for Distance Education and Technological Advancements (DETA) to guide the development of research plans for blended and online. Attendees will walk away with a research agenda and the necessary tools to help them conduct research on their campus as part of the National DETA Research Center initiative.
The University of Wisconsin-Milwaukee (UWM) established a National Distance Education and Technological Advancement (DETA) Research Center in 2014 to conduct cross-institutional data collection with 2-year and 4-year Institutions of Higher Education (IHEs) funded by the U.S. Department of Education Fund for Improvement of Postsecondary Education (FIPSE). UWM has partnered with the University of Wisconsin System, UW-Extension, Milwaukee Area Technical College (MATC), EDUCAUSE Learning Initiative (ELI), and leaders across the nation to develop a research model. This model is to promote student access and success through evidence-based online learning practices and learning technologies.
The DETA Center looks to identify and evaluate effective course and institutional practices in online learning (including competency-based education) for underrepresented individuals (i.e., economically disadvantaged, adult learners, disabled) through rigorous research. Furthermore, although the research currently is focused on postsecondary U.S. institutions, the DETA Center looks to advance their work in K-12 and internationally -- all are welcome!
This workshop will prepare attendees to take a plan back to their own institution to successfully gather research on blended and online teaching and learning.
For more on DETA, visit http://www.uwm.edu/deta.
10 Emerging Technologies Every Social Studies Educator Should Know Richard Hartshorne
The primary focus of this session is the introduction of 10 emerging technologies and associated pedagogical strategies to support historical inquiry and active student participation in the social studies classroom.
Lessons Learned from Internet Marketing Experts - Innotech 2009TradeMark Media
TradeMark Media president Nick Weynand presented at the eMarketing Summit at the Innotech conference on October 28th, 2009. The title of the presentation was "Lessons Learned from Internet Marketing Experts". Also presenting on the panel was Chris Aarons, Clay Olivier and Peter Poulin.
10 (+) Emerging Technologies Every Primary Source Educator Should KnowRichard Hartshorne
The primary focus of this presentation is the introduction of 10 emerging technologies and associated pedagogical strategies to support historical inquiry and active student participation in the primary source classroom.
10 (+) Emerging Technologies Every Primary Source Educator Should KnowRichard Hartshorne
The primary focus of this presentation is the introduction of 10 emerging technologies and associated pedagogical strategies to support historical inquiry and active student participation in the primary source classroom.
From CMS to Learning and Teaching: Trends in Digital Learning Content and Web 2.0 Integration presented at Sloan-C conference in Orlando, November 30, 2009, by Rob Abel, CEO, IMS Global Learning Consortium
10 Emerging Technologies Every Social Studies Educator Should KnowRichard Hartshorne
The primary focus of this presentation is the introduction of 10 emerging technologies and associated pedagogical strategies to support historical inquiry and active student participation in the social studies classroom.
Unlocking the Power of Google, YouTube, and Drive in the ClassroomRichard Hartshorne
In this session, we will explore a variety of lesser known, yet very powerful, features of Google to improve search skills of teachers and students; explore advanced functionality of YouTube, and examine a variety of applications of Google Drive in the classroom. Resources that support the integration of images and video in the classroom will also be addressed.
The Virtuous Loop of Learning Analytics & Academic Technology Innovation John Whitmer, Ed.D.
Faculty and academic departments creating innovative educational practices are often starved for useful data and analysis to determine whether their innovations made a difference. Research has found that this data is a systematically significant predictor of success much more powerful than traditional demographic or academic preparedness variables. This leads to a “virtuous loop” in which digital technology adoption enables assessment which then improves educational practices using those technologies.
This presentation was delivered at the Online Learning Consortium Collaborate Event, November 19, 2015.
Online features support PBL use among high school teachers in various reform settings.
Presented at Annual Meetings of the Association of Educational Communications and Technology (AECT). Anaheim, CA. October, 2010.
This is a survey of K-12 educators on their use of and attitudes about social networking and Web 2.0 content-sharing tools. It was conducted in Aug - Sept 2009 to 100,000 teachers, librarians, and principals.
Digital wellbeing to institutional compassion: A co-created journey? David Biggins
The presentation to the ALT 2021 Conference. The presentation investigates the student wellbeing aspect of the Digital Learning Maturity Model (DLMM) and explores how much involvement students have in their digital learning environment and whether higher levels of co-creation and involvement, coupled with institutional and staff developments, can benefit student wellbeing.
This was a presentation that I gave to lead a discussion on the use of social media in higher education teaching and learning. Some of the points on the slides came from the discussion which took place in the group regarding social media and its use in teaching and learning in higher education
Case Studies in Teaching and Learning with Social Media in Higher EducationMichael Johnson
In this session the presenters shared best practices in using social media by presenting data derived from multiple case studies at a large university in the western United States. The researchers will discuss the effects of these technologies on students’ learning experiences, general principles for successful use of social media, challenges encountered by their use, and ideas for improving the use of social media in higher education courses from both the instructor and student perspectives.
For more information on our cases, see http://spreadsheets5.google.com/a/byu.edu/ccc?key=tponeuwhMQ-XEY2p0c5i02A&hl=en
How Community Colleges Are Using Social Media: 2013 Case StudyLeigh-Anne Lawrence
Presents the results of a 2013 community college social media study. The purpose of this study was to explore how community colleges use social media to communicate and build relationships with students and the campus community. The survey sought information about current usage, initial implementation, policies and guidelines, and best practices for institutional social media use.
Learn more at www.leighannelawrence.com.
Presentation of my preliminary research findings at SRHE Digital University Network seminar "Critical Perspectives on 'Openness' in Higher Education" - SRHE, London, 18-Nov-2016
Trends in e-learning: Research & Practices by Ana Paula Correia PhDInês Araújo
Apresentação da Prof.ª Ana Paula Correia (Iowa State University, USA) que decorreu no dia 30 de Novembro no âmbito do MyMPeL 2013 na Universidade Aberta, Lisboa.
Seminar given at EduCause 2008 on how OpenCourseWare can help institutions meet their goals. Presentation given by Terri Bays, Dan Carchidi, and Sunnie Kim.
learning in the digital age looks at the way our students our controlled and constrained by orthodox protocols and methodologies. The presentation challenges conventional beliefs yet grounds the challenge in a 'can do' way. We have to work from within a system in order to be able to change it.
Presentation at the HEA-funded workshop 'Using technology-based media to engage and support students in the disciplines of Finance, Accounting and Economics'
The workshop presented a variety of innovative approaches, which use technology, to engage and support learning in business disciplines that students find particularly challenging. Delegates had the opportunity to share and evaluate good practice in implementing and developing online teaching resources and to reflect on how to develop their own teaching practice, using technologies available in most institutions.
This presentation is part of a related blog post that provides an overview of the event: http://bit.ly/1o1WfHU
For further details of the HEA's work on active and experiential learning in the Social Sciences, please see: http://bit.ly/17NwgKX
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
The people of Punjab felt alienated from main stream due to denial of their just demands during a long democratic struggle since independence. As it happen all over the word, it led to militant struggle with great loss of lives of military, police and civilian personnel. Killing of Indira Gandhi and massacre of innocent Sikhs in Delhi and other India cities was also associated with this movement.
Francesca Gottschalk - How can education support child empowerment.pptxEduSkills OECD
Francesca Gottschalk from the OECD’s Centre for Educational Research and Innovation presents at the Ask an Expert Webinar: How can education support child empowerment?
Embracing GenAI - A Strategic ImperativePeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
How to Make a Field invisible in Odoo 17Celine George
It is possible to hide or invisible some fields in odoo. Commonly using “invisible” attribute in the field definition to invisible the fields. This slide will show how to make a field invisible in odoo 17.
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdfTechSoup
In this webinar you will learn how your organization can access TechSoup's wide variety of product discount and donation programs. From hardware to software, we'll give you a tour of the tools available to help your nonprofit with productivity, collaboration, financial management, donor tracking, security, and more.
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
Chapter 3 - Islamic Banking Products and Services.pptx
RPI: Leveraging the Social Web...
1. Leveraging the Social Web for Teaching & LearningPast, Present, & Future Richard Hartshorne, Ph.D.Associate Professor, Instructional Systems TechnologyUniversity of North Carolina at Charlotte
20. Attitudes & Use: Faculty Blogs (+) Social networks: improving student-student interactions (+), improving student-faculty interactions (-) Social Bookmarks (-) However….the overwhelming majority stated that they do not use, and do not plant to use.
21. Attitudes & Use: Students Various Tools (+) Social Bookmarks (-) Used tools more than faculty, but not as much as expected, and not in educational contexts. Seemed to recognize pedagogical affordances of specific tools more effectively than faculty.
22.
23. Path Analysis Perceived Usefulness Attitude Perceived Ease of use Compatibility Student Influence Subjective Norm Behavioral Intention Behavior Peer Influence Superior Influence Self efficacy Perceived Behavioral Control FC- Resources *** Significance Less than 0.001 ** Significance Less than 0.01 * Significance Less than 0.05 FC- Technology 23
24. Factors: Faculty Most Important: Attitudes Very significant: Perceived Usefulness Significant: Compatibility Still Significant: Perceived Ease of Use Important: Perceived Behavioral Control Very significant: Self Efficacy Significant: Availability of Resources Not significant: Availability of Technology Not Important: Subjective Norms Very significant: Superior Influence Significant: Student Influence Not significant: Peer Influence
25. Factors: Students Most Important: Attitudes Very Significant: Perceived Usefulness Significant: Perceived Ease of Use Still Significant: Compatibility Important: Subjective Norms Very Significant: Superior Influence Very Significant: Peer Influence Not Important: Perceived Behavioral Control Very Significant: Self Efficacy Significant: Availability of Resources Not Significant: Availability of Technology
28. …we as educators need to reconsider out roles in students’ lives, to think of ourselves as connectors first and content experts second. Will Richardson
