Tag: design

  • KU researchers publish guidelines to help responsibly implement AI in education

    KU researchers publish guidelines to help responsibly implement AI in education

    This story originally appeared on KU News and is republished with permission.

    Key points:

    Researchers at the University of Kansas have produced a set of guidelines to help educators from preschool through higher education responsibly implement artificial intelligence in a way that empowers teachers, parents, students and communities alike.

    The Center for Innovation, Design & Digital Learning at KU has published “Framework for Responsible AI Integration in PreK-20 Education: Empowering All Learners and Educators with AI-Ready Solutions.” The document, developed under a cooperative agreement with the U.S. Department of Education, is intended to provide guidance on how schools can incorporate AI into its daily operations and curriculum.

    Earlier this year, President Donald Trump issued an executive order instructing schools to incorporate AI into their operations. The framework is intended to help all schools and educational facilities do so in a manner that fits their unique communities and missions.

    “We see this framework as a foundation,” said James Basham, director of CIDDL and professor of special education at KU. “As schools consider forming an AI task force, for example, they’ll likely have questions on how to do that, or how to conduct an audit and risk analysis. The framework can help guide them through that, and we’ll continue to build on this.”

    The framework features four primary recommendations.

    • Establish a stable, human-centered foundation.
    • Implement future-focused strategic planning for AI integration.
    • Ensure AI educational opportunities for every student.
    • Conduct ongoing evaluation, professional learning and community development.

    First, the framework urges schools to keep humans at the forefront of AI plans, prioritizing educator judgment, student relationships and family input on AI-enabled processes and not relying on automation for decisions that affect people. Transparency is also key, and schools should communicate how AI tools work, how decisions are made and ensure compliance with student protection laws such as the Individuals with Disabilities Education Act and Family Education Rights and Privacy Act, the report authors write.

    The document also outlines recommendations for how educational facilities can implement the technology. Establishing an AI integration task force including educators, administrators, families, legal advisers and specialists in instructional technology and special education is key among the recommendations. The document also shares tips on how to conduct an audit and risk analysis before adoption and consider how tools can affect student placement and identification and consider possible algorithmic error patterns. As the technologies are trained on human data, they run the risk of making the same mistakes and repeating biases humans have made, Basham said.

    That idea is also reflected in the framework’s third recommendation. The document encourages educators to commit to learner-centered AI implementation that considers all students, from those in gifted programs to students with cognitive disabilities. AI tools should be prohibited from making final decisions on IEP eligibility, disciplinary actions and student progress decisions, and mechanisms should be installed that allow for feedback on students, teachers and parents’ AI educational experiences, the authors wrote.

    Finally, the framework urges ongoing evaluation, professional learning and community development. As the technology evolves, schools should regularly re-evaluate it for unintended consequences and feedback from those who use it. Training both at implementation and in ongoing installments will be necessary to address overuse or misuse and clarify who is responsible for monitoring AI use and to ensure both the school and community are informed on the technology.

    The framework was written by Basham; Trey Vasquez, co-principal investigator at CIDDL, operating officer at KU’s Achievement & Assessment Institute and professor of special education at KU; and Angelica Fulchini Scruggs, research associate and operations director for CIDDL.

    Educators interested in learning more about the framework or use of AI in education are invited to connect with CIDDL. The center’s site includes data on emergent themes in AI guidance at the state level and information on how it supports educational technology in K-12 and higher education. As artificial intelligence finds new uses and educators are expected to implement the technology in schools, the center’s researchers said they plan to continue helping educators implement it in ways that benefit schools, students of all abilities and communities.

    “The priority at CIDDL is to share transparent resources for educators on topics that are trending and in a way that is easy to digest,” Fulchini Scruggs said. “We want people to join the community and help them know where to start. We also know this will evolve and change, and we want to help educators stay up to date with those changes to use AI responsibly in their schools.”

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  • 4 ways to transform your classroom through playful gamification 

    4 ways to transform your classroom through playful gamification 

    Key points:

    Every educator hopes to instill a lifelong love of learning within their students. We strive to make each lesson engaging, while igniting a sense of curiosity, wonder, and discovery in every child.

    Unfortunately, we don’t always succeed, and recent reports suggest that today’s students are struggling to connect with the material they’re taught in school–particularly when it comes to STEM. While there are many potential culprits behind these numbers (shortened attention spans, the presence of phones, dependency on AI, etc.), educators should still take a moment to reflect and strategize when preparing a new lesson for their class. If we truly want to foster a growth mindset within our students, we need to provide lessons that invite them to embrace the learning process itself.

    One way to accomplish this is through gamification. Gamification brings the motivational elements of games into your everyday lessons. It increases student engagement, builds perseverance, and promotes a growth mindset. When used strategically, it helps learners take ownership of their progress and encourages creativity and collaboration without sacrificing academic rigor.

    Here are just 4 ways that educators can transform their classroom through playful gamification:

    1. Introduce points and badges: Modern video games like Pokémon and Minecraft frequently use achievements to guide new players through the gaming process. Teachers can do the same by assigning points to different activities that students can acquire throughout the week. These experience points can also double as currency that students can exchange for small rewards, such as extra free time or an end-of-year pizza party.
    2. Create choice boards: Choice boards provide students with a range of task options, each with a point value or challenge level. You can assign themes or badges for completing tasks in a certain sequence (e.g., “complete a column” or “complete one of each difficulty level”). This allows students to take ownership of their learning path and pace, while still hitting key learning targets.
    3. Host a digital breakout: Virtual escape rooms and digital breakouts are great for fostering engagement and getting students to think outside the box. By challenging students to solve content-based puzzles to unlock “locks” or progress through scenarios, they’re encouraged to think creatively while also collaborating with their peers. They’re the ideal activity for reviewing classwork and reinforcing key concepts across subjects.
    4. Boss battle assessments: This gamified review activity has students “battle” a fictional character by answering questions or completing tasks. Each correct response helps them defeat the boss, which can be tracked with points, health bars, or progress meters. This engaging format turns practice into a collaborative challenge, building excitement and reinforcing content mastery.

    When implemented correctly, gamification can be incredibly fun and rewarding for our students. With the fall semester drawing closer, there has never been a better time to prepare lessons that will spark student curiosity, creativity, and critical thinking.

    We can show our students that STEM learning is not a chore, but a gateway to discovery and excitement. So, get your pencils ready, and let the games begin.

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  • El Paso Community College Helps Design State Program for Adults Without High School Diplomas – The 74

    El Paso Community College Helps Design State Program for Adults Without High School Diplomas – The 74


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    Kurt Micklo lost interest in academics after he failed to make the basketball team as a sophomore at Chapin High School. Soon after, he fathered a son and began to work full time, which put him further behind in his studies.

    A counselor finally advised him during his junior year that he should withdraw and try to earn a GED. He dropped out and – through hard work – found professional success as a general manager of a subcontracting logistics company. However, the lack of a high school diploma haunted him. He wants one to give his family – especially his mother – another reason to be proud of him.

    A busy work and family schedule have kept him from returning to school, but the flexibility of a new state program aimed at people aged 18 and older without a high school diploma will allow him to earn a diploma and a college career and technical education, or CTE, credential for programs such as health care, welding or computer science at the same time.

    The concept of Opportunity High School Diploma was part of House Bill 8, which the state Legislature passed in 2023. The state funneled about $2 million into this program to help the approximately 4.3 million Texans as of 2023, including about 30,000 adult El Pasoans, without a diploma to earn the academic credits most of them will need to acquire higher-paying jobs. The program is scheduled to launch in spring 2026.

    “If I could juggle it, I’d be pretty interested” in the program, said 34-year-old Micklo, a father of three ages 15, 10 and 5. He is the general manager of three warehouses, two in El Paso and one in Laredo, Texas, as well as four sites near the international ports of entry with Mexico in El Paso, Tornillo and Santa Teresa, New Mexico, were commodities are offloaded.. “It would make my stepfather (a retired educator) and my mother happy if I earned my high school diploma.”

    El Paso Community College is one of five community college districts in the state selected for the design and implementation phases of this program. The other institutions in the design phase are Alamo Colleges District, Austin Community College, Dallas College and San Jacinto College near Houston.

    They work under the direction of the Texas Higher Education Coordinating Board. The board will review the instructional outcomes and performance expectations that the college collaborators created during an October meeting. Once finalized, the college faculty will begin to work with school districts to design the curriculum.

    The program is flexible for students who probably work full time and have family obligations. Courses would have suggested timelines, but students would turn in assignments as their schedule allowed through the end of the term.

    Micklo, a Northeast resident, said the promised flexibility is the only reason he might consider the program. As for his credential, he said he would need to review EPCC’s career and technical education options. The college offers more than 100 career programs such as HVAC, or heating, ventilation and air conditioning, and electrical, automotive or diesel technologies.

    Students will be co-enrolled in competency-based high school curriculum such as math, civics, sciences and communication, and a career and technical workforce program. Competency based courses are focused more on a students’ mastery of a skill or subject than the amount of time spent in a classroom.

    Isela Castañón Williams

    Isela Castañón Williams, professor and coordinator of EPCC’s teacher preparation programs, is in charge of the college’s 13-member team. She called the project a “monumental task” because of its scope and uniqueness. She said her team, and its counterparts, played a critical role in the design phase.

    “Faculty at EPCC are very innovative,” she said. “I think that my colleagues have approached this process with a great deal of enthusiasm. We’re always looking to provide better services and educational experiences to the community we serve.”

    EPCC faculty advocated for the program to be designed to accommodate English Second Language and English Language Learner populations, a THECB spokesman said in a July 1 statement. He said last year that the board selected EPCC for the project’s design phase because of its border insights, and because its CTE degrees and credentials are in line with the program.

    While the state wants to attract students aged 18 and older, EPCC officials will aim for people 25 and older so as to not compete with K-12 school districts that have their own dropout recovery programs. EPCC, which will offer the program at its five campuses, expects some of the program’s younger students to come from rural areas outside El Paso.

    Steven E. Smith

    Steven E. Smith, vice president of Instruction and Workforce Education at EPCC, said the state will provide funds to the colleges to cover tuition for initial cohorts. He expects the first groups will range from 30 to 50 students and scale up from there.

    “We think this is a big market in El Paso, and I think once the word starts to get out, that will grow tremendously,” Smith said.

    The administrator said that he would work on ways to market the program later this month with the college’s External Relations, Communication & Development Division. He said the college would work with school district partners to build lists of potential OHSD students.

    “As you might imagine, that is a pretty difficult population to identify and reach out to because they are not in the system anymore,” Smith said.

    This article first appeared on El Paso Matters and is republished here under a Creative Commons Attribution-NoDerivatives 4.0 International License.


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  • Embracing complexity in writing instruction

    Embracing complexity in writing instruction

    Key points:

    Early in our careers, when we were fresh-faced and idealistic (we still are!) the prepackaged curriculum and the advice of more experienced colleagues was the go-to resource. Largely, we were advised that teaching writing was a simple matter of having students walk through and complete organizers, spending about one day for each “stage” of the writing process. At the end of the writing unit, students had finished their compositions–the standardized, boring, recreated ideas that we taught them to write.

    As we matured and grew as teachers of writing, we learned that teaching writing in such simplistic ways may be easier, but it was not actually teaching students to be writers. We learned with time and experience that writing instruction is a complex task within a complex system.

    Complex systems and wicked problems

    Complexity as it is applied to composition instruction recognizes that there is more than just a linear relationship between the student, the teacher, and the composition. It juggles the experiences of individual composers, characteristics of genre, availability of resources, assignment and individual goals, and constraints of composing environments. As with other complex systems and processes, it is non-linear, self-organizing, and unpredictable (Waltuck, 2012).

    Complex systems are wicked in their complexity; therefore, wicked problems cannot be solved by simple solutions. Wicked problems are emergent and generative; they are nonlinear as they do not follow a straight path or necessarily have a clear cause-and-effect relationship. They are self-organizing, evolving and changing over time through the interactions of various elements. They are unpredictable and therefore difficult to anticipate how they will unfold or what the consequences of any intervention might be. Finally, they are often interconnected, as they are symptoms of other problems. In essence, a wicked problem is a complex issue embedded in a dynamic system (Rittel & Webber, 1973).

    Writing formulas are wicked

    As formulaic writing has become and remains prevalent in instruction and classroom writing activity, graphic organizers and structural guides, which were introduced as a tool to support acts of writing, have become a wicked problem of formula; the resource facilitating process has become the focus of product. High-stakes standardized assessment has led to a focus on compliance, production, and quality control, which has encouraged the use of formulas to simplify and standardize writing instruction, the student writing produced, and the process of evaluation of student work. Standardization may improve test scores in certain situations, but does not necessarily improve learning. Teachers resort to short, formulaic writing to help students get through material more quickly as well as data and assessment compliance. This serves to not only create product-oriented instruction, but a false dichotomy between process and product, ignoring the complex thinking and design that goes into writing.

    As a result of such a narrow view of and limited focus on writing process and purpose, formulas have been shown to constrain thinking and limit creativity by prioritizing product over the composing process. The five-paragraph essay, specifically, is a structure that hinders authentic composing because it doesn’t allow for the “associative leaps” between ideas that come about in less constrained writing. Formulas undermine student agency by limiting writers’ abilities to express their unique voices because of over-reliance on rigid structures (Campbell, 2014; Lannin & Fox, 2010; Rico, 1988).

    An objective process lens: A wicked solution

    The use of writing formulas grew from a well-intentioned desire to improve student writing, but ultimately creates a system that is out of balance, lacking the flexibility to respond to a system that is constantly evolving. To address this, we advocate for shifting away from rigid formulas and towards a design framework that emphasizes the individual needs and strategies of student composers, which allows for a more differentiated approach to teaching acts of writing.

    The proposed framework is an objective process lens that is informed by design principles. It focuses on the needs and strategies that drive the composing process (Sharples, 1999). This approach includes two types of needs and two types of strategies:

    • Formal needs: The assigned task itself
    • Informal needs: How a composer wishes to execute the task
    • “What” strategies: The concrete resources and available tools
    • “How” strategies: The ability to use the tools

    An objective process lens acknowledges that composing is influenced by the unique experiences composers bring to the task. It allows teachers to view the funds of knowledge composers bring to a task and create entry points for support.

    The objective process lens encourages teachers to ask key questions when designing instruction:

    • Do students have a clear idea of how to execute the formal need?
    • Do they have access to the tools necessary to be successful?
    • What instruction and/or supports do they need to make shifts in ideas when strategies are not available?
    • What instruction in strategies is necessary to help students communicate their desired message effectively?

    Now how do we do that?

    Working within a design framework that balances needs and strategies starts with understanding the type of composers you are working with. Composers bring different needs and strategies to each new composing task, and it is important for instructors to be aware of those differences. While individual composers are, of course, individuals with individual proclivities and approaches, we propose that there are (at least) four common types of student composers who bring certain combinations of strategies and needs to the composition process: the experience-limited, the irresolute, the flexible, and the perfectionist composers. By recognizing these common composer types, composition instructors can develop a flexible design for their instruction.

    An experience-limited composer lacks experience in applying both needs and strategies to a composition, so they are entirely reliant on the formal needs of the assigned task and any what-strategies that are assigned by the instructor. These students gravitate towards formulaic writing because of their lack of experience with other types of writing. Relatedly, an irresolute composer may have a better understanding of the formal and informal needs, but they struggle with the application of what and how strategies for the composition. They can become overwhelmed with options of what without a clear how and become stalled during the composing process. Where the irresolute composer becomes stalled, the flexible composer is more comfortable adapting their composition. This type of composer has a solid grasp on both the formal and informal needs and is willing to adapt the informal needs as necessary to meet the formal needs of the task. As with the flexible composer, the perfectionist composer is also needs-driven, with clear expectations for the formal task and their own goals for the informal tasks. Rather than adjusting the informal needs as the composition develops, a perfectionist composer will focus intensely on ensuring that their final product exactly meets their formal and informal needs.

    Teaching writing requires embracing its complexity and moving beyond formulaic approaches prioritizing product over process. Writing is a dynamic and individualized task that takes place within a complex system, where composers bring diverse needs, strategies, and experiences. By adopting a design framework, teachers of writing and composing can support students in navigating this complexity, fostering creativity, agency, and authentic expression. It is an approach that values funds of knowledge students bring to the writing process, recognizing the interplay of formal and informal needs, as well as their “what” and “how” strategies; those they have and those that need growth via instruction and experience. Through thoughtful design, we can grow flexible, reflective, and skilled communicators who are prepared to navigate the wicked challenges of composing in all its various forms.

    These ideas and more can be found in When Teaching Writing Gets Tough: Challenges and Possibilities in Secondary Writing Instruction.

    References

    Campbell, K. H. (2014). Beyond the five-paragraph essay. Educational Leadership, 71(7), 60-65.

    Lannin, A. A., & Fox, R. F. (2010). Chained and confused: Teacher perceptions of formulaic writing. Writing & Pedagogy, 2(1), 39-64.

    Rico, G. L. (1988). Against formulaic writing. The English Journal, 77(6), 57-58.

    Rittel, H. W. J., & Webber, M. M. (1973). Dilemmas in a general theory of planning. Policy Sciences, 4(2), 155–169.

    Sharples, M. (1999). How we write : writing as creative design (1st ed.). Routledge. https://doi.org/10.4324/9780203019900

    Waltuck, B. A. (2012). Characteristics of complex systems. The Journal for Quality & Participation, 34(4), 13–15.

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  • Raising the Bar: A Graduate Design Engineer’s Path in Engineering

    Raising the Bar: A Graduate Design Engineer’s Path in Engineering

    • By Professor Lisa-Dionne Morris, Professor of Public & Industry Understanding of Capability Driven Design in the School of Mechanical Engineering, and Engagement Champion for the EPSRC EDI Hub+ at the University of Leeds.

    International Women in Engineering Day, Monday 23 June 2025, provides an essential platform to celebrate the contributions of women designers and engineers while also highlighting persistent gender disparities in the profession. In 2021, only 16.5% of engineers in the UK were women, a figure that underscores the continued need for structural reform and targeted support for women pursuing careers in STEM disciplines.

    Preparing the next generation of female international design engineers requires more than the delivery of technical content. It necessitates a systemic, institution-wide approach that equips graduates with the attributes, knowledge, resources, skills, and confidence to navigate a professional landscape that is rapidly changing and, in many cases, still being defined for future careers. The increasing global demand for roles in areas like sustainable product design, AI-integrated manufacturing, inclusive user interface systems, and human-centred engineering is underpinned by the foundational importance of STEM, making the empowerment of women designers and engineers in these fields crucial for driving innovation and achieving sustainable development goals. These emerging sectors demand not only technical competence but also a blend of creativity, emotional intelligence, and social awareness that diverse females in STEM demonstrate.

    Holistic Support: Design Engineering as Ecosystem

    The development of a graduate designer and engineer can be likened to nurturing a tree within a complex ecosystem. While academic performance remains important, the capacity to thrive in uncertain, transdisciplinary, and innovation-driven contexts depends upon institutional ecosystems that foster global awareness, adaptability, collaboration, and resilience.

    Universities play a vital role as critical enablers and a resource. This extends beyond curricula to the people, processes, and environments that scaffold student growth, from technical staff and personal tutors to administrative teams and peer mentors. The university must therefore shift its conceptualisation of employability from curriculum-contained instruction to community-wide responsibility.

    Barriers and Micro-inequities

    For female design and engineering graduates, these ecosystems are even more consequential. While overt discrimination may be declining, micro-barriers, such as imposter syndrome, limited visibility of role models, cultural dissonance and inaccessible resources, continue to affect women disproportionately. The intersectionality of race, disability, and socioeconomic status further compounds these challenges.

    Support mechanisms such as inclusive wellbeing services, financial assistance schemes, mentoring networks, and accessible technical environments serve as critical interventions. These do not merely reduce dropout risk; they transform educational experiences and enhance graduate outcomes.

    Beyond KSA: Towards the ACRES Model

    Traditional employability frameworks such as the KSA model (Knowledge, Skills, Abilities) focus primarily on individual traits. While helpful, such models risk overlooking the social, ethical, and emotional dimensions necessary for future engineering practice. In response, I propose the ACRES framework — a holistic model centred on:

    • A – Adaptability: Developing the capacity to respond flexibly to change
    • C – Collaboration: Cultivating skills in teamwork and interdisciplinary cooperation.
    • R – Resilience: Building psychological robustness through reflective learning
    • E – Empathy: Encouraging emotional intelligence through inclusive design challenges
    • S – Social Responsibility: Engaging students with ethical, civic, and sustainability issues.

    These attributes are more than ideals; they represent the design specifications for the modern engineer.

    Educational Practice in Action

    Design engineering programmes across the UK are embedding these competencies through interdisciplinary projects, challenge-based learning, studio-based learning, sustainability modules, and community-based partnerships. At the University of Leeds, in the Faculty of Engineering and Physical Sciences, for example, students engage in industry-informed design briefs, receive feedback from career mentors, and co-produce portfolios that reflect both technical ability and human-centred thinking.

    Such practices are not incidental, they are fundamental. The preparation of women designers and engineers is a collective act; it is the result of intentional, inclusive, and collaborative university cultures that nurture talent through both “seen and unseen” interventions.

    The university must function not only as a centre of instruction but as a dynamic support system, enabling intersectionality such as first-generation, women, disabled, and underrepresented female students to flourish in STEM to become graduates. When we invest in raising future-ready women designer and engineers, we are not merely producing graduates, we are shaping leaders, changemakers, and innovators for careers that, in many cases, are yet to be invented.

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  • Solving our literacy crisis starts in the lecture hall

    Solving our literacy crisis starts in the lecture hall

    Key points:

    The recent NAEP scores have confirmed a sobering truth: Our schools remain in the grips of a literacy crisis. Across the country, too many children are struggling to read, and too many teachers are struggling to help them. But why? And how do we fix it?

    There are decades of research involving thousands of students and educators to support a structured literacy approach to teaching literacy. Teacher preparation programs and school districts across the nation have been slow to fully embrace this research base, known as the science of reading. Since 2017, consistent media attention focused on the literacy crisis has created a groundswell of support for learning about the science of reading. Despite this groundswell, too many educators are still entering classrooms without the skills and knowledge they need to teach reading.

    While there is steady progress in teacher preparation programs to move toward the science of reading-aligned practices, the National Council on Teacher Quality’s latest report on the status of teacher preparation programs for teaching reading (2023) still shows that only 28 percent of programs adequately address all five components of reading instruction. Furthermore, according to the report, up to 40 percent of programs still teach multiple practices that run counter to reading research and ultimately impede student learning, such as running records, guided reading, leveled texts, the three cueing systems, etc. This data shows that there is still much work to be done to support the education of the teacher educators responsible for training pre-service teachers.

    The disconnect between theory and practice

    When it comes to literacy instruction, this problem is especially glaring. Teachers spend years learning about teaching methods, reading theories, and child development. They’re often trained in methods that emphasize comprehension and context-based guessing. However, these methods aren’t enough to help students develop the core skills they need to become proficient readers. Phonics–teaching students how to decode words–is a critical part of reading instruction, but it’s often left out of traditional teacher prep programs.

    One primary reason this disconnect happens is that many teacher prep programs still rely on outdated methods. These approaches prioritize reading comprehension strategies that focus on meaning and context, but they don’t teach the foundational skills, like phonics, essential for developing fluent readers.

    Another reason is that teacher prep programs often lag when it comes to incorporating new research on reading. While the science of reading–a body of evidence built from decades of research and studies involving thousands of students and educators about how humans learn to read and the instructional practices that support learning to read–has been gaining deserved traction, it’s not always reflected in the teacher preparation programs many educators go through. As a result, teachers enter classrooms without the knowledge, skills, and up-to-date methods they need to teach reading effectively.

    A way forward: Structured literacy and continuous professional development

    For real progress, education systems must prioritize structured literacy, a research-backed approach to teaching reading that includes explicit, systematic instruction in phonics, decoding, fluency, and comprehension. This method is effective because it provides a clear, step-by-step process that teachers can follow consistently, ensuring that every single student gets the support they need to succeed.

    But simply teaching teachers about structured literacy is not enough. They also need the tools to implement these methods in their classrooms. The goal should be to create training programs that offer both the theoretical knowledge and the hands-on experience teachers need to make a lasting difference. Teachers should graduate from their prep programs not just with a degree but with a practical, actionable plan for teaching reading.

    And just as important, we can’t forget that teacher development doesn’t end once a teacher leaves their prep program. Just like doctors, teachers need to continue learning and growing throughout their careers. Ongoing professional development is critical to helping teachers stay current with the latest research and best practices in literacy instruction. Whether through in-person workshops, online courses, or coaching, teachers should have consistent, high-quality opportunities to grow and sharpen their skills.

    What do teacher educators need?

    In 2020, the American Federation of Teachers published an update to its seminal publication, Teaching Reading is Rocket Science. First published in 2000, this updated edition is a collaboration between the AFT and the Center on Development and Learning. Although some progress has been made over the past 20 years in teaching reading effectively, there are still too many students who have not become proficient readers.

    This report outlines in very specific ways what pre-service and in-service teachers need to know to teach reading effectively across four broad categories:

    1. Knowing the basics of reading psychology and development
    2. Understanding language structure for word recognition and language comprehension
    3. Applying best practices (based on validated research) in all components of reading
    4. Using validated, reliable, efficient assessments to inform classroom teaching

    There should be a fifth category that is directly related to each of the four areas listed above: the knowledge of how to address the specific oral language needs of multilingual learners and speakers of language varieties. Structured, spoken language practice is at the heart of addressing these needs.

    Moving forward: Reimagining teacher training

    Ultimately, fixing the literacy crisis means changing the way we think about teacher preparation and ongoing professional development. We need to create programs that not only teach the theory of reading instruction but also provide teachers with the practical skills they need to apply that knowledge effectively in the classroom. It’s not enough to just teach teachers about phonics and reading theory; they need to know how to teach it, too.

    Literacy instruction must be at the heart of every teacher’s training–whether they teach kindergarten or high school–and ongoing professional development should ensure that teachers have the support they need to continuously improve.

    It’s a big task, but with the right tools, knowledge, and support, we can bridge the gap between theory and practice and finally begin to solve a literacy crisis that has stubbornly endured for far too long.

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  • How to design an international student tuition fee levy

    How to design an international student tuition fee levy

    “The Government will explore introducing a levy on higher education provider income from international students, to be reinvested into the higher education and skills system. Further details will be set out in the Autumn Budget.”

    35 words that have put the sector into a spin, spun out tens of thousands of words of analysis and rebuttal, and set into motion a shared panic that the government is not only going to reduce the number of international students but tax the students that universities manage to recruit.

    Design

    The only things that we know about the levy is that the government has used a six per cent tax on international fees as an “illustrative example” in its technical annex, the government assumes this cost would be passed on to international students, and that passing on these costs will depress international student numbers by around 7,000. In terms of the levy design there is the promise that the money will be ringfenced for higher education and skills but which parts and how is not defined. It is of course also not guaranteed.

    The sector’s response has been to point out that reducing the number of international students and devaluing the unit of resource they bring with them will put additional financial pressure on universities. The impact will also be uneven with the largest recruiters of international students paying the highest levy.

    The government has made a hugely consequential policy signal with no details, scant impact assessment, and no analysis of the consequences. However, if a levy of some form is going to happen the sector should think carefully about which kinds of levy they believe would be preferable. Not all levies are built equally.

    Australia

    The idea for a levy seems to have come from the Australian Universities Accord. The UK government does not seem to have noticed that the idea was heavily edited and caveated in the final report but in the interim report it was noted that:

    The Review notes various submissions support establishing a specific fund that could be used for future infrastructure needs, as well other national priorities. This could include consideration of a levy on international student fee income. The use of this revenue for sectoral-wide priorities could reflect the collaborative nature of the sector in building a strong and enduring system. The Review notes further examination is required, including consideration of some level of co-investment from governments.

    There is a little bit more detail here but not much. Like the UK version the fund would be hypothecated toward higher education and used to fund things on a system wide basis. The politics on the face of it appear progressive that the institutions that benefit most from private capital, the flow of international students, pay a proportion of it back to fund public goods in the wider higher education system. The less progressive element is that international students pay once to their institution, they would then pay a levy which their provider would pass on to them in increased fees, and they then prop up an education system of a nation in which they are not permanently resident.

    The University of Melbourne did some follow up work looking at the implications of such a levy. Some of the issues they picked up are whether this would be a levy on all international students in all kinds of education, whether it is reasonable to distribute funding from high income to low income institutions, whether the idea of a levy in and of itself would dampen demand, and whether the impact of taxing income from individual providers is more harmful than the collective benefits they may receive from a shared fund.

    Depending how the government chooses to apply its levy we would expect to see very different results. An Australian model which redistributes funding from the wealthiest institution to the least wealthy would have a very different set of consequences to a levy which took a six per cent flat tax and put it into a general fund for infrastructure. It feels odd within a market based higher education system to make one provider dependent on the success of another. It also feels odd to make international students who are studying at a specific institution responsible for the health of the wider sector.

    Some would see an intra-university levy as a recognition that the success of the system is the success of each provider. Some would see it as an unjustifiable tax on the most financially successful institutions.

    New Zealand

    Australia’s Antipodean partner already has a form of student levy.

    New Zealand’s Export Education Levy is charged as a proportion of the fee international fee-paying students pay to their providers. Depending on the kind of institution this is charged at between .5 per cent and .89 per cent of tuition fees.

    The levy has a direct relationship between funders and beneficiaries. Although it is a tax on learners, and by extension a tax on providers, the funding is used for the development of the export education sector, a recovery scheme should a provider be unable to continue teaching, the administration of the international element of The Education (Pastoral Care of Tertiary and InternationalLearners) Code of Practice 2021 (this includes a range of safety, wellbeing and advice support), and the funding of the International Student Contract Dispute Resolution Scheme (a scheme for students to resolve disputes with their providers on contracts and financial issues.)

    This system has been in place with some variations and the occasional suspension since 2002. The international education system is much smaller in New Zealand than the UK and the amount of funding the levy raises is modest at close to three million dollars in 2022/23. The model in operation here is a relatively small tax to fund things which providers have a shared interest in. It’s not a direct cash transfer between providers but a collective pot to reinvest into the economic commodity of international education. The scheme was suspended during COVID-19 as a measure to support the sector, so its financial impacts are clearly not negligible, but post COVID-19 international enrolments are recovering strongly. Whether they would have recovered even more strongly without a levy is impossible to know.

    This is a light-touch, shared endeavour, we all should have some investment in international education, kind of a levy and it is not the only levy New Zealand has.

    The Student Service Levy is a fee applied to all student fees to fund non-academic services. The University of Auckland surveys students every year on what they would like their fees to be spent on and in 2024, in descending order by amount, funding was spent on sports, recreation and cultural activities, counselling services and pastoral care, health services, child care services, clubs and societies, careers advice, legal advice, financial advice, and media.

    This is a general levy but the principle has broader applications. It would be entirely possible to levy international student fees to pay for non-academic services. For example, university access budgets are effectively paid for by a levy on fees. This system seems fairer in some ways than a general levy. The place where a student studies is the primary beneficiary of their fees. From a policy perspective it would allow the government to move institutional behaviour toward things they care about by stipulating what the fee could be spent on. However, given that international student fees subsidy much of university work already it would again feel like they are paying twice. Additionally, if providers didn’t have to redistribute their funding on a national basis the providers with the most international students would be able to spend the most on non-academic elements.

    Where else

    It is also worth stating the government’s proposed levy would not function like the Apprenticeship Levy. The Apprenticeship Levy is a tax on employer’s payroll but employers are able to access the funds they contribute to spend on apprenticeships with any underspend clawed back by the government. Plainly, if government allowed providers to access the fees they contribute to the levy for the education of their own students there would be no point in having a levy in the first place beyond giving universities the political coverage to raise fees. Presumably, not an outcome the government is intending.

    The argument against a levy of international student fees will dominate the sector for months to come. Should a levy come to pass universities would be well disposed to think of which kinds of levy they might prefer. A model which redistributes funding across providers and if so which providers and for what projects. A model which internally redistributes funding toward student support. Or, likely the least popular, a model which allows the government to reinvest the funding broadly and perhaps outside of higher education.

    In making the case of the harm a levy could cause the sector may also win over more sympathy if it can explain which kinds of levies in which places have what kinds of effects depending on how they are applied. A levy may generally be a bad idea but some versions are much more harmful than others.

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  • Three Laws for Curriculum Design in an AI Age (opinion)

    Three Laws for Curriculum Design in an AI Age (opinion)

    Almost a third of students report that they don’t know how or when to use generative AI to help with coursework. On our campus, students tell us that they worry if they don’t learn how to use AI, they will be left behind in the workforce. At the same time, many students worry that technology undermines their learning.

    Here’s Gabby, an undergraduate on our campus: “It turned my writing into something I didn’t say. It makes it harder for me to think of my ideas and makes everything I think go away. It replaces it with what is official. It is correct, and I have a hard time not agreeing with it once ChatGPT says it. It overrides me.”

    Students experience additional anxiety around accusations of unauthorized use of AI tools—even when they are not using them. Here’s another student: “If I write like myself, I get points off for not following the rubric. If I fix my grammar and follow the template, my teacher will look at me and assume I used ChatGPT because brown people can’t write good enough.”

    Faculty guidance in the classroom is critical to addressing these concerns, especially as campuses increasingly provide students with access to enterprise GPTs. Our own campus system, California State University, recently rolled out an AI strategy that includes a “landmark” partnership with companies such as OpenAI, and a free subscription to Chat GPT Edu for all students, faculty and staff.

    Perhaps unsurprisingly, students are not the only ones who feel confused and worried about AI in this fast-moving environment. Faculty also express confusion about whether and under what circumstances it is OK for their students to use AI technology. In our roles at San Francisco State University’s Center for Equity and Excellence in Teaching and Learning (CEETL), we are often asked about the need for campuswide policies and the importance of tools like Turnitin to ensure academic integrity.

    As Kyle Jensen noted at a recent American Association of Colleges and Universities event on AI and pedagogy, higher ed workers are experiencing a perceived lack of coherent leadership around AI, and an uneven delivery of information about it, in the face of the many demands on faculty and administrative time. Paradoxically, faculty are both keenly interested in the positive potential of AI technologies and insistent on the need for some sort of accountability system that punishes students for unauthorized use of AI tools.

    The need for faculty to clarify the role of AI in the curriculum is pressing. To address this at CEETL, we have developed what we are calling “Three Laws of Curriculum in the Age of AI,” a play on Isaac Asimov’s “Three Laws of Robotics,” written to ensure that humans remained in control of technology. Our three laws are not laws, per se; they are a framework for thinking about how to address AI technology in the curriculum at all levels, from the individual classroom to degree-level road maps, from general education through graduate courses. The framework is designed to support faculty as they work their way through the challenges and promises of AI technologies. The framework lightens the cognitive load for faculty by connecting AI technology to familiar ways of designing and revising curriculum.

    The first law concerns what students need to know about AI, including how the tools work as well as their social, cultural, environmental and labor impacts; potential biases; tendencies toward hallucinations and misinformation; and propensity to center Western European ways of knowing, reasoning and writing. Here we lean on critical AI to help students apply their critical information literacy skills to AI technologies. Thinking about how to teach students about AI aligns with core equity values at our university, and it harnesses faculty’s natural skepticism toward these tools. This first law—teaching students about AI—offers a bridge between AI enthusiasts and skeptics by grounding our approach to AI in the classroom with familiar and widely agreed-upon equity values and critical approaches.

    The second part of our three laws framework asks what students need to know in order to work with AI ethically and equitably. How should students work with these tools as they become increasingly embedded in the platforms and programs they already use, and as they are integrated into the jobs and careers our students hope to enter? As Kathleen Landy recently asked, “What do we want the students in our academic program[s] to know and be able to do with (or without) generative AI?”

    The “with” part of our framework supports faculty as they begin the work of revising learning outcomes, assignments and assessment materials to include AI use.

    Finally, and perhaps most crucially (and related to the “without” in Landy’s question), what skills and practices do students need to develop without AI, in order to protect their learning, to prevent deskilling and to center their own culturally diverse ways of knowing? Here is a quote from Washington University’s Center for Teaching and Learning:

    “Sometimes students must first learn the basics of a field in order to achieve long-term success, even if they might later use shortcuts when working on more advanced material. We still teach basic mathematics to children, for example, even though as adults we all have access to a calculator on our smartphones. GenAI can also produce false results (aka ‘hallucinations’) and often only a user who understands the fundamental concepts at play can recognize this when it happens.”

    Bots sound authoritative, and because they sound so good, students can feel convinced by them, leading to situations where bots override or displace students’ own thinking; thus, their use may curtail opportunities for students to develop and practice the kinds of thinking that undergird many learning goals. Protecting student learning from AI helps faculty situate their concerns about academic integrity in terms of the curriculum, rather than in terms of detection or policing of student behaviors. It invites faculty to think about how they might redesign assignments to provide spaces for students to do their own thinking.

    Providing and protecting such spaces undoubtedly poses increased challenges for faculty, given the ubiquity of AI tools available to students. But we also know that protecting student learning from easy shortcuts is at the heart of formal education. Consider the planning that goes into determining whether an assessment should be open-book or open-note, take-home or in-class. These decisions are rooted in the third law: What would most protect student learning from the use of shortcuts (e.g., textbooks, access to help) that undermine their learning?

    University websites are awash in resource guides for faculty grappling with new technology. It can be overwhelming for faculty, to say the least, especially given high teaching loads and constraints on faculty time. Our three laws framework provides a scaffold for faculty as they sift through resources on AI and begin the work of redesigning assignments, activities and assessments to address AI. You can see our three laws in action here, in field notes from Jennifer’s efforts to redesign her first-year writing class to address the challenges and potential of AI technology.

    In the spirit of connecting the new with the familiar, we’ll close by reminding readers that while AI technology poses new challenges, these challenges are in some ways not so different from the work of curriculum and assessment design that we regularly undertake when we build our courses. Indeed, faculty have long grappled with the questions raised by our current moment. We’ll leave you with this quote, from a 1991 (!) article by Gail E. Hawisher and Cynthia L. Selfe on the rise of word-processing technology and writing studies:

    “We do not advocate abandoning the use of technology and relying primarily on script and print for our teaching without the aid of word processing and other computer applications such as communication software; nor do we suggest eliminating our descriptions of the positive learning environments that technology can help us to create. Instead, we must try to use our awareness of the discrepancies we have noted as a basis for constructing a more complete image of how technology can be used positively and negatively. We must plan carefully and develop the necessary critical perspectives to help us avoid using computers to advance or promote mediocrity in writing instruction. A balanced and increasingly critical perspective is a starting point: by viewing our classes as sites of both paradox and promise we can construct a mature view of how the use of electronic technology can abet our teaching.”

    Anoshua Chaudhuri is the senior director of the Center for Equity and Excellence in Teaching and Learning and professor of economics at San Francisco State University.

    Jennifer Trainor is a faculty director at the Center for Equity and Excellence in Teaching and Learning and professor of English at San Francisco State University.

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  • What the End of DoED Means for the EdTech Industry

    What the End of DoED Means for the EdTech Industry

    The Fed’s influence over school districts had implications beyond just funding and data. Eliminating The Office of Education Technology (OET) will create significant gaps in educational technology research, validation, and equity assurance. Kris Astle, Education Strategist for SMART Technologies, discusses how industry self-governance, third-party organizations, and increased vendor responsibility might fill these gaps, while emphasizing the importance of research-backed design and implementation to ensure effective technology deployment in classrooms nationwide. Have a listen:

    Key Takeaways

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  • Supporting the Instructional Design Process: Stress-Testing Assignments with AI – Faculty Focus

    Supporting the Instructional Design Process: Stress-Testing Assignments with AI – Faculty Focus

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