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Record W2993211105

4 Features to Look for in a 21st Century LMS: Two Districts Share Their Experiences of Choosing a Learning Management System That Does a Lot More Than Help Teachers Post Assignments

2015· article· en· W2993211105 on OpenAlexaboutno aff
Dian Schaffhauser

Bibliographic record

VenueT.H.E. Journal Technological Horizons in Education · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicTechnology-Enhanced Education Studies
Canadian institutionsnot available
Fundersnot available
KeywordsLearning ManagementComputer scienceAnalyticsPersonalizationCurriculumMathematics educationWorld Wide WebPsychologyPedagogyData science
DOInot available

Abstract

fetched live from OpenAlex

[ILLUSTRATION OMITTED] If sheer choice is any indicator, there has never been a better time for school systems adopt a learning management system. The traditional market leaders that have delivered LMSes into higher education for years--Blackboard, D2L, Moodle and Pearson--have expanded their reach support K-12. They join plenty of products that have been there all along: Aspen, its learning and Edmodo, among others. And there are plenty of relative newbies in the LMS ranks angling for their own slice of the education pie, such as Google Classroom and Instructure with Canvas. Many public school districts in the United States have never adopted an LMS, so there's a ripe market opportunity for vendors. What's driving schools into this category of software is the uptick in student computing, the pursuit of technology that can simplify the personalization of instruction, a desire broaden communication throughout the school community and a craving use data guide decision-making. 21st Century LMS Shopping List a sure bet that every program calling itself an LMS these days offers the course-management basics: providing a way for students submit assignments and for teachers run online discussions and deliver announcements. But those were the same features LMS users wanted a decade ago, and they pale in comparison what users are looking for now: * An intuitive interface that mimics consumer social networks; * collaboration that goes far beyond standard teacher-student communication; * assessments with analytics responsive enough drive instruction for that day, week or month; and * the capacity provide a structure for organizing digital learning resources and sharing them locally and broadly. Like districts all over the country, Roaring Fork School District in Colorado is in the midst of an LMS evaluation right now. According Technology Integration Facilitator Ben Bohmfalk, the teachers have never had an LMS, and they are trying two. About 20 percent of the teachers have picked up Google Classroom; and a handful of educators are piloting Schoology. The district arrived at this point after adopting Google Apps for Education several years ago, then beginning the steady trek 1-to-1. Because it seemed be a simple fit with Google Apps, the district picked up Google Classroom when it was officially introduced in August 2014. While the free program has added what teachers are doing in the classroom, he noted, it lacks some of the curriculum features teachers most want, whereas Schoology appears fill those gaps. Evergreen School Division in Manitoba, Canada, sought an LMS as a way consolidate the functionality being provided by a bunch of different software that its schools had adopted through the years. According Superintendent and CEO Paul Cuthbert, the district used one tool for attendance, another for a gradebook and various programs for classroom-based websites and blogs. A two-year assessment process whittled the choices down one: Edsby. After a year of piloting and a year of rolling the system out teachers in its high schools, the early and middle school teachers now have access the new LMS. A Social Interface Of all the LMSes that Roaring Fork checked out, Schoology turned out be the most intuitive, said Bohmfalk. It's set up the closest a social network style of interface. While some people might not love that if they're not social network users, it's an interface that's really familiar all teachers and students immediately. You can just click around and figure things out. not just the interface that gives that impression. Schoology also makes it easy for users to find people and connect with people, he added, just like Facebook. Cuthbert used the Facebook comparison too, but in regards Edsby. I would equate it a Facebook but in a protected area and that's focused exclusively around the teaching and learning process, he said. …

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.619
Threshold uncertainty score0.698

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.035
GPT teacher head0.350
Teacher spread0.315 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2015
Admission routes1
Has abstractyes

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