Saturday, August 16, 2025
Comparing Two Approaches to Educational Innovation
Tuesday, November 19, 2024
AI and Human-Centered Open Education
In response to a post on LinkedIn about the OER World Congress by UNESCO in Dubai, the question was asked, "Spreading the word on upskilling has to be a global effort—collaborations, partnerships, and community engagement could help bridge that gap. What strategies do you think would work best?"
We have a potential example that we think provides an example that others can follow.
(The following is an abstract of a more in-depth paper that will be published by MIT CSAIL in January 2025.)AI and Human-Centered Open Education
This paper describes an innovative approach to K-12 education that functions effectively in classrooms with or without internet access. Currently being implemented in the Northern Region of Ghana, this project creates an example for other countries facing similar disparities in technology access. AI-enhanced, offline-first tools deliver quality educational resources and personalized learning experiences to students in remote and underserved areas. The initiative prioritizes those with the least access and then scales to all classrooms, regardless of internet availability.The global K-12 education system is ready for a solution that offers translation, assessment, and teacher professional development tools adaptable to any setting, with or without internet access. In Africa, some schools have internet access, but many do not. Teacher training on digital assessment tools is rare as is access to low-cost high quality instructional materials. Our solution leverages proven, low-cost technology - MoodleBox, Kolibri, Internet-in-a-Box, and Kiwix - to provide all teachers with access to high-quality, free, culturally relevant instructional materials and help them become proficient with the technology. An offline-first model is crucial for guaranteeing equity and inclusion for all students.
Our solution focuses on three key areas: 1) Translating educational materials; 2) Assessing student learning; and 3) Enhancing teacher skills and professionalism. Using the student's first language for instruction and assessment is central to our approach.
While the education ministries in many African countries mandate instruction in the student's first language, high-quality first-language materials are often lacking. Our solution provides accessibility to high-quality instructional resources by using AI to help translate open education instructional materials (including assessments) into the first languages of teachers and their students.
We also support teachers’ systematic delivery of assessments and the use of assessment data to better support their students and reflect on their instruction. Currently, in most rural African classrooms, teachers write the assessment questions on the chalkboard and students respond either verbally or on paper at their seats. This chalkboard-based teaching method limits teachers' ability to use assessments for formative purposes thus hindering broader educational progress. Our solution makes using assessments for formative purposes more feasible and allows teachers to access and reflect on data at any time. The technology also supports the delivery of comparative achievement assessments across different regions. Our solution makes it possible to monitor incremental progress in achievement for individual students across classrooms, teachers, schools, districts, and regions.
Finally, our solution uses the same technologies being used by students to provide professional development. We have partnered with several local nonprofit organizations experienced in similar projects to offer on-site professional development and technical support, focusing on empowering educators rather than merely delivering products. The professional development content materials are openly licensed and delivered using the same tools the students use.
Co-Authors:
● Dan McGuire, Executive Director, SABIER, Minneapolis, MN, USA - dan@sabier.org
● Robert Murphy, Owner and Principal Education Research Consultant, LFC Research,
Mountain View, CA, USA - bfmurph@icloud.com
● Sadik Shahadu, Executive Director, Dagbani Wikimedians User Group, Tamale, Ghana
uniques.sadike@gmail.com
● Peter K. Amoabil, Founder and Executive Director of Rural Literacy Solutions, Tamale,
Ghana - amoabilhatma@gmail.com
● Maxwell Beganim, Africa Anglophone Coordinator, Open Knowledge Network
. Kumasi, Ghana - mbeganimgh@gmail.com
● Musah Fuseini, Team Member, Dagbani Wikimedians User Group, Tamale, Ghana -musahfm@gmail.com
● Steve Miley, MoodleBox Advocate, Santa Barbara, CA, USA - stevenraymiley@gmail.com
● Stephane Coillet-Matillon, CEO, Co-founder, Kiwix Offline, Lausanne, Switzerland -stephane@kiwix.org
Thursday, October 10, 2024
CC BY NC is the new Standard
“Eventually, our public institutions will begin exercising their ability to intentionally and purposely create publicly owned Creative Commons licensed alternatives to the current proprietary 'added value’ models for which they pay handsomely.' CC BY NC is consistent with that intent and purpose."
Public institutions in the United States still aren’t exercising their ability to create publicly owned Creative Commons licensed alternatives to the current proprietary 'added value’ models. They still usually just write checks to for-profit publishers or require students to write checks.
Today, in the Global South, writing checks for educational content isn’t an option for public institutions, or their students, or their students' parents. There isn’t any money for the proprietary ‘added value’ content that costs anywhere from $10 to $100. There is no education ‘market’ in the Global South.
In the Global South, the creation of publicly owned Creative Commons licensed education material needs to be paid for by the people who can afford to write the checks. In some cases that will be governments that get grants from the North. In others, philanthropy will pay for the materials and provide them directly to schools and teachers bypassing the governments. The business model of education in the United States doesn’t work in the Global South.
When philanthropists or governments in the Global South pay to create educational materials they don’t want to be providing raw materials for a product for which for-profit companies will generate revenue. That’s why CC BY NC licenses are the only practical option. The materials can still be developed for the South and sold to institutions in the North willing to pay, but the creators need to be more than adequately included by choice in the revenue generated.
If we really do want to:
Boost rigorous instruction, student feedback, and assessment in all content areas;
Provide scalable and timely student support;
And expand opportunities for quality teacher professional development,
CC BY NC is the new Standard.
Sunday, May 5, 2024
OER Kicked to the Curb
Saturday, August 5, 2023
K-12 OER Awareness (in the U.S.?)
The [OER-Comms] Weekly News Roundup - 8/4/23 mentioned that Michael K. Barbour had made a post on his blog entitled "OER Awareness in K-12 and Higher Education is on the rise." That post was about a report that will be released sometime this summer by Bayview Analytics that says “There was an increase in awareness (of OER) amongst K-12 teachers, reversing a small decline we saw during the pandemic.” Bayview Analytics had made a presentation at a conference in July about this report. Here’s a link to the slides of that presentation. Download presentation slides
Slide 24 includes this chart:
https://www.bayviewanalytics.com/reports/presentations/usdla_oer_20230719.pdf
I’m going to assume that this survey was of only U.S. K-12 teachers. Bayview explained that they determined that if teachers said they were aware of OER and also said they knew what Creative Commons licensing was, Bayview would consider the teachers' awareness as ‘Strict.’ The ‘Strict’ qualification isn’t necessary. If a teacher doesn't know what Creative Commons licensing is, they are NOT really aware of OER.
Only 3% of upper elementary teachers surveyed said they are very aware of OER and how they can be used in the classroom. We don't know, though, what part of that 3% has actually used OER. Saying you are aware of and know how OER can be used in the classroom is not saying that you've actually used OER in the classroom
We need more information, a lot of it. What type of OER are we talking about? OER include many different types of educational materials.
1. The most common use of OER by K-12 teachers currently is going to a website and downloading a page or multiple pages that the teacher then prints and makes copies of for all of their students, or just makes copies for themselves that they use as a lesson guide for example.
2. A type of OER that’s similar to the one in #1 is a website that includes docs or PDFs that can be read online or downloaded and copied to a student’s device.
3.. Another common use of OER by K-12 teachers is to provide students a link to a website that includes some widgets that students can manipulate. Students can respond to prompts on the screen and then are able to save to a Google Classroom folder. for example.
4. And there’s the type of OER that is a website that has some videos for students to watch and also includes the ability to download PDFs of the student activity directions and/or copy them to Google Classroom. for example.
5. A complete LMS course that includes assessments and opportunities for students to collaborate and communicate with each other is a less commonly used type of OER. Here’s an example that includes an LMS course shell for teachers to complete with their own activities for students in conjunction with links to GeoGebra’s digital online interactive version of an OER curriculum. The course shells here can be used with any of the LMSs in use by K-12 schools.
Differences in how the above types are used in classrooms result in big differences in benefits to teachers, students, schools, and parents. Each type requires different levels of awareness and skill by teachers in order to create effective learning activities.
The next survey Bayview Analytics does needs to go deeper. We need to know what types of OER teachers are aware of, what types of OER have teachers used in their classroom (being aware of and actually using it in your classroom are very different), what types of OER have teachers edited, what types of OER have teachers created, what types of OER have teachers redistributed and how did they redistribute the OER. In what subjects was OER used?
Getting more detail about how teachers currently use OER and the particular types of OER are the first steps in increasing the percentage of teachers that are aware (at any level) of OER. But, that’s just the first step; there’s a lot more that needs to be done. Awareness of OER isn't our goal - teachers and students actually using, editing, revising, and redistributing OER is what we want to measure. It's easier and more meaningful to measure teacher actions than it is to measure teacher awareness.
Wednesday, July 5, 2023
OER is Being Productized
The headline on this Linkedin article got my attention - It's time to start paying attention to OER in K-12
I can't share it via Twitter which is apparently blocking links to Linkedin posts, so I'm pasting the link here. Click this link
From the article "The first-generation category of OER encompassed lightweight materials from sources like OER Commons or peer-generated materials from websites."
This article is, with a few exceptions, a very good history of K-12 OER in the U.S.
Something that needs to be pointed out is that when OER is 'productized' it ceases being OER. The affordances of OER to enable revision to meet the specific needs of students and to be able share it again with the whole world is gone. Also, when OER is printed out it becomes difficult at best to revise, retain, and share with others. It's still OER when it's printed out; it's just not as versatile as digital OER
For the most part, this article only applies to U.S. use cases. Digital platforms exist in Europe and the highly developed areas of Asia but often need to be translated. Often, the governments outside of the U.S. aren't keen on paying money to U.S. corporations. In large swaths of the Global South, digital platforms of the kind that are used in 'productization' are not viable.
Something else being overlooked in this move to 'productization' is teacher professional development. It seems that U.S. school districts would rather write checks to businesses that are usually for-profit than invest in building the skills of their teachers. That can't be sustainable for the long term.
Saturday, November 19, 2022
An Open letter to the #GoOpen Network
How can more state departments of education and school districts be encouraged to begin using OER curricula more than they are currently doing? Maybe this will happen without any controversies. Maybe there won’t be any politics involved. Maybe this will happen very organically and blissfully. Maybe all of the people whose current livelihoods in all of the state departments of education and school districts depend on the distribution and monitoring of proprietary curricula will just wake up one morning and say - “I think we should not keep doing what we’ve always done and that I’ve become recognized for leading. I want to do something completely new and innovative.” Maybe.
Maybe a state department of education other than Iowa’s will decide it wants to spend $17 million dollars to create openly licensed curricula that can be readily used on an LMS like Iowa has done. Maybe they’ll make that curricula for Math, Science, Social Studies, and ELA in grades 6-12 available to all other districts like an open license requires, which Iowa hasn’t done for some inexplicable reason. Maybe.
I don’t think any of the above is likely. Getting more state departments of education and school districts using OER more frequently and more effectively is going to require some conflict and some risk taking. Somebody might need to risk being wrong.