ACRL e-Learning webcast series: Learning Analytics – Strategies for Optimizing Student Data on Your Campus
This three-part webinar series, co-sponsored by the ACRL Value of Academic Libraries Committee, the Student Learning and Information Committee, and the ACRL Instruction Section, will explore the advantages and opportunities of learning analytics as a tool which uses student data to demonstrate library impact and to identify learning weaknesses. How can librarians initiate learning analytics initiatives on their campuses and contribute to existing collaborations? The first webinar will provide an introduction to learning analytics and an overview of important issues. The second will focus on privacy issues and other ethical considerations as well as responsible practice, and the third will include a panel of librarians who are successfully using learning analytics on their campuses.
Webcast One: Learning Analytics and the Academic Library: The State of the Art and the Art of Connecting the Library with Campus Initiatives
March 29, 2016
Learning analytics are used nationwide to augment student success initiatives as well as bolster other institutional priorities. As a key aspect of educational reform and institutional improvement, learning analytics are essential to defining the value of higher education, and academic librarians can be both of great service to and well served by institutional learning analytics teams. In addition, librarians who seek to demonstrate, articulate, and grow the value of academic libraries should become more aware of how they can dovetail their efforts with institutional learning analytics projects. However, all too often, academic librarians are not asked to be part of initial learning analytics teams on their campuses, despite the benefits of library inclusion in these efforts. Librarians can counteract this trend by being conversant in learning analytics goals, advantages/disadvantages, and challenges as well as aware of existing examples of library successes in learning analytics projects.
Learn about the state of the art in learning analytics in higher education with an emphasis on 1) current models, 2) best practices, 3) ethics, privacy, and other difficult issues. The webcast will also focus on current academic library projects and successes in gaining access to and inclusion in learning analytics initiatives on their campus. Benefit from the inclusion of a “short list” of must-read resources as well as a clearly defined list of ways in which librarians can leverage their skills to be both contributing members of learning analytics teams, suitable for use in advocating on their campuses.
student’s opinion of this process
benefits: self-assessment, personal learning, empwerment
analytics and data privacy – students are OK with harvesting the data (only 6% not happy)
8 in 10 are interested in personal dashboard, which will help them perform
Big Mother vs Big Brother: creepy vs helpful. tracking classes, helpful, out of class (where on campus, social media etc) is creepy. 87% see that having access to their data is positive
librarians:
recognize metrics, assessment, analytics, data. visualization, data literacy, data science, interpretation
INSTRUCTION DEPARTMENT – N.B.
determine who is the key leader: director of institutional research, president, CIO
who does analyics services: institutional research, information technology, dedicated center
analytic maturity: data drivin, decision making culture; senior leadership commitment,; policy supporting (data ollection, accsess, use): data efficacy; investment and resourcefs; staffing; technical infrastrcture; information technology interaction
student success maturity: senior leader commited; fudning of student success efforts; mechanism for making student success decisions; interdepart collaboration; undrestanding of students success goals; advising and student support ability; policies; information systems
developing learning analytics strategy
understand institutional challenges; identify stakeholders; identify inhibitors/challenges; consider tools; scan the environment and see what other done; develop a plan; communicate the plan to stakeholders; start small and build
ways librarians can help
idenfify institu partners; be the partners; hone relevant learning analytics; participate in institutional analytics; identify questions and problems; access and work to improve institu culture; volunteer to be early adopters;
questions to ask: environmental scanning
do we have a learning analytics system? does our culture support? leaders present? stakeholders need to know?
questions to ask: Data
questions to ask: Library role
learning analytics & the academic library: the state of the art of connecting the library with campus initiatives
questions:
literature
7 Things You Should Know About First-Generation Learning Analytics. Published:
Barneveld, A., Arnold, K., & Campbell, J. (2012). Analytics in Higher Education: Establishing a Common Language. Educause Learning Initiative. Retrieved from http://net.educause.edu/ir/library/pdf/ELI3026.pdf
causation versus correlation studies. speakers claims that it is difficult to establish causation argument. institutions try to predict as accurately as possible via correlation, versus “if you do that it will happen what.”
resources on student-centered learning and the use of rubrics, multimedia, social media to personalize and engage learners
WHAT:
what is student-centered learning: Student-centered learning, also known as learner-centered education, broadly encompasses methods of teaching that shift the focus of instruction from the teacher to the student. In original usage, student-centered learning aims to develop learner autonomy and independence [1] by putting responsibility for the learning path in the hands of students.[2][3][4] Student-centered instruction focuses on skills and practices that enable lifelong learning and independent problem-solving.[5] Student-centered learning theory and practice are based on the constructivist learning theory that emphasizes the learner’s critical role in constructing meaning from new information and prior experience. https://en.wikipedia.org/wiki/Student-centred_learning
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Student-centered learning moves students from passive receivers of information to active participants in their own discovery process. What students learn, how they learn it and how their learning is assessed are all driven by each individual student’s needs and abilities.
At the system level, this requires implementing curriculum planning practices, pedagogy and assessment methods that support a student-centric approach. In the classroom, teachers craft instruction and apply technology in a way that best serves each student’s learning journey. Technology use is always guided by two primary criteria:
What’s appropriate for the task at hand?
How can activities be designed to develop higher-order thinking skills?
When students take responsibility for their own learning, they become explorers capable of leveraging their curiosity to solve real-world problems. To that end, the ISTE Standards guide teachers toward designing learning experiences that permit student independence and foster lifelong learning.
Technology allows for an unprecedented level of personalized learning, with valuable opportunities to monitor progress and engagement, follow student thinking, and digitally assess competencies. When schools effectively leverage both technology and pedagogy, both students and teachers become empowered to make decisions about their own learning and teaching.
True student-centered learning requires more than just an increase in technology implementation. It represents a shift in the educational culture toward a system that supports technology for standards-based learning and real-world problem solving. As a system transitions to a student-centered approach, educators can more effectively apply technology to improve learning outcomes and help students develop the skills for college and career readiness.
Rejab, M. M., Awang, I. b., Hassan, S. b., & Ahmad, M. b. (2010). Customizable Rubrics Model for Formative Evaluation of Problem-Based Learning Course. Annual International Conference On Infocomm Technologies In Competitive Strategies, 126-131. doi:10.5176/978-981-08-7240-3_I-51
CORLU, M. S. (2013). Insights into STEM Education Praxis: An Assessment Scheme for Course Syllabi.Educational Sciences: Theory & Practice, 13(4), 2477-2485. doi:10.12738/estp.2013.4.1903
Klein, G. C., & Carney, J. M. (2014). Comprehensive Approach to the Development of Communication and Critical Thinking: Bookend Courses for Third- and Fourth-Year Chemistry Majors. Journal Of Chemical Education,91(10), 1649-1654. doi:10.1021/ed400595j
Moore, T. J., Guzey, S. S., Roehrig, G. H., Stohlmann, M., Park, M. S., Kim, Y. R., & … Teo, H. J. (2015). Changes in Faculty Members’ Instructional Beliefs while Implementing Model-Eliciting Activities. Journal Of Engineering Education, 104(3), 279-302. doi:10.1002/jee.20081
student-centered learning through engagement and buy-in: engage with multimedia
Attard, A., Di lorio Emma, Geven, K., & Santa, R. (2010, October). Student-Centred Learning Toolkit for students, staff and higher education institutions. Education International. Retrieved from http://pascl.eu/wp-content/uploads/SCL_toolkit_ESU_EI.pdf
Instructors: Jessica Olin, Director of the Library, Robert H. Parker Library, Wesley College; and Holly Mabry, Digital Services Librarian, Gardner-Webb University
Offered: April 11 – May 27, 2016
A Moodle based web course with asynchronous weekly content lessons, tutorials, assignments, and groups discussion.
Universal Design is the idea of designing products, places, and experiences to make them accessible to as broad a spectrum of people as possible, without requiring special modifications or adaptations. This course will present an overview of universal design as a historical movement, as a philosophy, and as an applicable set of tools. Students will learn about the diversity of experiences and capabilities that people have, including disabilities (e.g. physical, learning, cognitive, resulting from age and/or accident), cultural backgrounds, and other abilities. The class will also give students the opportunity to redesign specific products or environments to make them more universally accessible and usable.
Takeaways
By the end of this class, students will be able to…
Articulate the ethical, philosophical, and practical aspects of Universal Design as a method and movement – both in general and as it relates to their specific work and life circumstances
Demonstrate the specific pedagogical, ethical, and customer service benefits of using Universal Design principles to develop and recreate library spaces and services in order to make them more broadly accessible
Integrate the ideals and practicalities of Universal Design into library spaces and services via a continuous critique and evaluation cycle
Jessica Olin is the Director of the Library, Robert H. Parker Library, Wesley College. Ms. Olin received her MLIS from Simmons College in 2003 and an MAEd, with a concentration in Adult Education, from Touro University International. Her first position in higher education was at Landmark College, a college that is specifically geared to meeting the unique needs of people with learning differences. While at Landmark, Ms. Olin learned about the ethical, theoretical, and practical aspects of universal design. She has since taught an undergraduate course for both the education and the entrepreneurship departments at Hiram College on the subject.
Holly Mabry received her MLIS from UNC-Greensboro in 2009. She is currently the Digital Services Librarian at Gardner-Webb University where she manages the university’s institutional repository, and teaches the library’s for-credit online research skills course. She also works for an international virtual reference service called Chatstaff. Since finishing her MLIS, she has done several presentations at local and national library conferences on implementing universal design in libraries with a focus on accessibility for patrons with disabilities.
Dates:
February 29 – March 31, 2016
Costs:
LITA Member: $135
ALA Member: $195
Non-member: $260
Technical Requirements:
Moodle login info will be sent to registrants the week prior to the start date. The Moodle-developed course site will include weekly new content lessons and is composed of self-paced modules with facilitated interaction led by the instructor. Students regularly use the forum and chat room functions to facilitate their class participation. The course web site will be open for 1 week prior to the start date for students to have access to Moodle instructions and set their browser correctly. The course site will remain open for 90 days after the end date for students to refer back to course material.
PSE institutions are starting to notice changes in the ways that students and their families evaluate the value of higher ed, and the Chronicle of Higher Education has released a new in-depth report looking at what factors influence these judgments. The report, titled Education Under Review: Examining the value of education for student success—in career and life, investigates the importance students and their families place on critical thinking skills, career readiness training, and student debt, among other factors. Among the report’s key findings is that only 13% of student respondents said they believed the higher education system as a whole provided excellent value. Report
U-Spatial is pleased to announce the 2016 University of Minnesota Summer Spatial Boot Camp, an intensive, five-day geospatial workshop held on the University of Minnesota, Twin Cities campus from June 6th to 10th, 2016. Over the course of five days, participants will learn the fundamentals of Remote Sensing, GPS, LiDAR, Cartography, and more. Emphasis is on foundational skills in gathering, creating, managing, analyzing, and communicating spatial data. In addition to short courses, guest speakers will present on applications of geospatial tools and techniques.
Prerequisites
Working knowledge of Geographic Information Systems (GIS) is a prerequisite for admission to the workshop. In particular, familiarity with ArcGIS or comparable software packages is required.
Course Fees
The non-refundable participation fee for the entire workshop is $250.
Accommodation
U-Spatial has reserved a block of single-occupancy rooms in an on-campus dormitory at a rate of $46.95/night.
This course will introduce students to a range of techniques for analyzing and presenting spatial data in the humanities. We’ll start with a survey of popular GUI-based tools (Neatline, Google Fusion Tables, CartoDB, QGIS, etc), exploring both their capabilities and their limitations. Motivated by the gaps in existing software, the last part of the course will consist of a basic introduction to web map programming in the browser, making use of popular open-source libraries like Leaflet, d3, and Turf.js. Along the way, we’ll touch on the basic concepts needed to get up and running with front-end software development – HTML, CSS, Javascript, and more. This course is designed for enthusiastic beginners who are looking to learn about new tools and and get started with the basic skills needed to create custom GIS applications. No previous programming experience is required.
Digital humanities (DH) has been heralded as the next big thing in humanities scholarship and universities have been creating initiatives and new positions in this field. Libraries, too, have moved to create a presence in the digital humanities community, setting up centers and hiring librarians to staff them. This course is designed as an introduction for librarians or library school students who have little or no exposure to DH and wish to be better positioned to offer DH support or services in a library setting. Participants will read and discuss DH scholarship, learn about frequently-used software, and think about why and how libraries and librarians engage DH. While I will encourage participants to explore more complex computing approaches (and I will support those who do as best I can), this course does not presuppose computing skills such as programming or use of the command line and will not ask participants to do much more than upload files to websites or install and use simple programs. Participants should have an interest and background in humanities scholarship and humanities librarianship and while the readings will focus on activities in the United States, our discussions can be more geographically wide-ranging.
Objectives:
– A basic knowledge of what digital humanities is and how it effects scholarship in the humanities disciplines.
– Exposure to core tools and approaches used by digital humanists.
– An understanding of how libraries and librarians have been involved with digital humanities.
– Critical engagement with the role of librarians and libraries in digital humanities.
This class has a follow-up, Introduction to Text Encoding
John Russell is the Associate Director of the Center for Humanities and Information at Pennsylvania State University. He has been actively involved in digital humanities projects, primarily related to text encoding, and has taught courses and workshops on digital humanities methods, including “Introduction to Digital Humanities for Librarians.”
Read an interview with John Russell about this class:
You can register in this course through the first week of instruction (as long as it is not full). The “Register” button on the website goes to our credit card payment gateway, which may be used with personal or institutional credit cards. (Be sure to use the appropriate billing address). If your institution wants us to send a billing statement or wants to pay using a purchase order, please contact us by email to make arrangements: inquiries@libraryjuiceacademy.com
This course will introduce students to text encoding according to the Text Encoding Initiative (TEI) Guidelines. Why should you care about text encoding or the TEI Guidelines? The creation of digital scholarly texts is a core part of the digital humanities and many digital humanities grants and publications require encoding texts in accordance with the TEI Guidelines. Students in this course will learn about the use-cases for text encoding and get a basic introduction to the principles of scholarly editing before moving on to learning some XML basics and creating a small-scale TEI project using the XML editor oXygen. We will not cover (beyond the very basics) processing TEI, and students interested in learning about XSLT and/or XQuery should turn to the LJA courses offered on those subjects. Participants should have some experience with digital humanities, as this course is intended as a follow up to the Introduction to Digital Humanities for Librarians course.
Objectives:
A basic understanding of digital scholarly editing as an academic activity.
Knowledge of standard TEI elements for encoding poetry and prose.
Some engagement with more complex encoding practices, such as working with manuscripts.
An understanding of how librarians have participated in text encoding.
Deeper engagement with digital humanities practices.
John Russell is the Associate Director of the Center for Humanities and Information at Pennsylvania State University. He has been actively involved in digital humanities projects, primarily related to text encoding, and has taught courses and workshops on digital humanities methods, including “Introduction to Digital Humanities for Librarians.” Interview with John Russell
Course Structure
This is an online class that is taught asynchronously, meaning that participants do the work on their own time as their schedules allow. The class does not meet together at any particular times, although the instructor may set up optional synchronous chat sessions. Instruction includes readings and assignments in one-week segments. Class participation is in an online forum environment.
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Spatial Data Analyst & Curator
University Libraries / U-Spatial
University of Minnesota
Overview
The University of Minnesota Libraries and U-Spatial (https://uspatial.umn.edu/) seek a knowledgeable and proactive Spatial Data Analyst & Curator to advance the Libraries’ efforts in the areas of geospatial projects, geospatial data curation and management, and digital spatial humanities. Residing in the John R. Borchert Map Library, the Spatial Data Analyst & Curator works under the management and direction of the University Libraries, which holds institutional responsibility for supporting the products and processes of scholarship through the collection, provisioning, and preservation of information resources in all formats and media. As such, the work of the Spatial Data Analyst & Curator uses a life-cycle data management approach to serve the specific needs of the spatial data creator/user community while ensuring that processes and methods employed are strongly aligned with enterprise strategies and systems.
Required Qualifications include a Master’s degree in library/information science from an American Library Association accredited library school, GIS-related field, or equivalent combination of advanced degree and relevant experience, as well as experience with geographical information systems, including/especially Esri’s ArcGIS software, experience with scripting languages, such as Python or JavaScript, and experience with metadata creation, schema, and management.
Strategies for Teaching Culturally Diverse Learners
February 28, 2016 in Volume 6, Dr. Hope J. Hartman
the author explores the importance of understanding the multidimensional of cultural diversity and inclusion and how this understanding can be used by professors and instructors to more effectively develop varied instructional strategies which will allow them to teach with better cultural responsiveness. The author describes a variety of approaches she has used in highly diverse classrooms with undergraduate and graduate teacher education students.
Teaching with cultural responsiveness means applying strategies for culturally responsive teaching in my own courses. Teaching for cultural responsiveness means that students, pre and in-service teachers, should implement culturally responsive teaching strategies with their own preK-12 or higher education students.
Maturity
Both pre and in-service teachers are aware of culturally specific behavioral norms that result in discrepancies between the culture of many black students and the culture of the classroom. To address this gap, my students learn strategies for “culturally responsive social skills instruction” specifically designed for black adolescent males
Intelligence
Learning about this research helps students realize that even when they think that they are being responsive to cultural differences, they might be blinded by a cultural lens of invalid assumptions, causing them to lose sight of important cultural differences that can affect thinking and learning.
Cultural Identity
Everyone should realize that cultural stereotypes affecting identity go beyond race and ethnicity. For many people, their identity as adults is defined by their careers.
Gender identity/sexual orientation
Making LGBTQ resources and discussions a formal part of the curriculum helps to create a safe and accepting environment for the LGBTQ community, including not only people who identify as such, but also their parents, relatives, friends and teachers.
The 24-hour event brought together participants from area colleges studying not just computer science or engineering but also business, biotech, communications and graphic design. Students worked individually or in teams of four to develop applications for either of two recipients.
One is Catholic Charities, where coders were encouraged to improve one of its many services and programs for “very low income people.” For example, the students could come up with apps for improving the organization’s existing job skills training, immigration test training or nutrition information programs.
The other is VillageTech, a company that has created Looma, a low-power, affordable portable computer and projector box for classroom use in schools in developing countries. There, the hackers are supposed to come up with apps for use by students in Nepal, such as creating a content management and navigation system, to build an on-screen keyboard, to add to the maps available for Looma, to improve the speech capability, to create a tool for managing the webcam and related functions.
Are you ready to deal with “denial of sleep” attacks? Those are attacks using malicious code, propagated through the Internet of Things, aimed at draining the batteries of your devices by keeping them awake.
Security. threats extend well beyond denial of sleep: “The IoT introduces a wide range of new security risks and challenges to the IoT devices themselves, their platforms and operating systems, their communications, and even the systems to which they’re connected.
Analytics. IoT will require a new approach to analytics. “New analytic tools and algorithms are needed now, but as data volumes increase through 2021, the needs of the IoT may diverge further from traditional analytics,” according to Gartner.
Device (Thing) Management. IoT things that are not ephemeral — that will be around for a while — will require management like every other device (firmware updates, software updates, etc.), and that introduces problems of scale.
Low-Power, Short-Range IoT Networks. Short-range networks connecting IT devices will be convoluted. There will not be a single common infrastructure connecting devices.
Low-Power, Wide-Area Networks. Current solutions are proprietary, but standards will come to dominate.
Processors and Architecture. Designing devices with an understanding of those devices’ needs will require “deep technical skills.”
Operating Systems. There’s a wide range of systems out there that have been designed for specific purposes.
Event Stream Processing. “Some IoT applications will generate extremely high data rates that must be analyzed in real time.
Platforms. “IoT platforms bundle many of the infrastructure components of an IoT system into a single product.
Standards and Ecosystems. as IoT devices proliferate, new ecosystems will emerge, and there will be “commercial and technical battles between these ecosystems” that “will dominate areas such as the smart home, the smart city and healthcare.
In November 2015, the Open University released the latest edition of its ‘Innovating Pedagogy’ report, the fourth rendition of an annual educational technology and teaching techniques forecast. While the timelines and publishing interval may remind you of the Horizon Report, the methodology for gathering the trends is different.
The NMC Horizon Team uses a modified Delphi survey approach with a panel of experts.
10 Innovative Pedagogy Trends from the 2015 Edition:
Crossover Learning: recognition of diverse, informal achievements with badges.
Learning through Argumentation: To fully understand scientific ideas and effectively participate in public debates students should practice the kinds of inquiry and communication processes that scientists use, and pursue questions without known answers, rather than reproducing facts.
Incidental Learning: A subset of informal learning, incidental learning occurs through unstructured exploration, play and discovery. Mobile technologies can support incidental learning. An example is the app and website Ispot Nature.
Context-based Learning:Mobile applications and augmented reality can enrich the learners’ context. An example is the open source mobile game platform ARIS.
Computational Thinking: The skills that programmers apply to analyze and solve problems are seen as an emerging trend . An example is the programming environment SCRATCH.
Learning by Doing Science with Remote Labs: A collection of accessible labs is ilab
Embodied learning:involving the body is essential for some forms of learning, how physical activities can influence cognitive processes.
Adaptive Teaching:intelligent tutoring systems – computer applications that analyse data from learning activities to provide learners with relevant content and sequence learning activities based on prior knowledge.
Analytics of Emotions: As techniques for tracking eye movements, emotions and engagement have matured over the past decade, the trend prognoses opportunities for emotionally adaptive learning environments.
Stealth Assessment: In computer games the player’s progress gradually changes the game world, setting increasingly difficult problems through unobtrusive, continuous assessment.
6 Themes of Pedagogical Innovation
Based upon a review of previous editions, the report tries to categorize pedagogical innovation into six overarching themes:
“What started as a small set of basic teaching methods (instruction, discovery, inquiry) has been extended to become a profusion of pedagogies and their interactions. So, to try to restore some order, we have examined the previous reports and identified six overarching themes: scale, connectivity, reflection, extension, embodiment, and personalisation.”
Delivering education at massive scale.
Connecting learners from different nations, cultures and perspectives.
Fostering reflection and contemplation.
Extending traditional teaching methods and settings.
Recognizing embodied learning (explore, create, craft, and construct).
Creating a personalized path through educational content.
Further Reading
Follow these links to blog posts and EdITLib resources to further explore selected trends:
Interested in the Innovating Pedagogy report? Read our review of the 2014 edition, and reflect which trends are closer to becoming common practice.
