Best Practices for Implementing Edtech Solutions

🌍 UNESCO’s Pillars Framework for Digital Transformation in Education offers a roadmap for leaders, educators, and tech partners to work together and bridge the digital divide. This framework is about more than just tech—it’s about supporting communities and keeping education a public good. 💡 When implementing EdTech, policymakers should pay special attention to these critical aspects to ensure that technology meaningfully enhances education without introducing unintended issues:  🚸1. Equity and Access Policymakers need to prioritize closing the digital divide by providing affordable internet, reliable devices, and offline options where connectivity is limited. Without equitable access, EdTech can worsen existing educational inequalities.  💻2. Data Privacy and Security Implementing strong data privacy laws and secure platforms is essential to build trust. Policymakers must ensure compliance with data protection standards and implement safeguards against data breaches, especially in systems that involve sensitive information.  🚌3. Pedagogical Alignment and Quality of Content Digital tools and content should be high-quality, curriculum-aligned, and support real learning needs. Policymakers should involve educators in selecting and shaping EdTech tools that align with proven pedagogical practices.  🌍4. Sustainable Funding and Cost Management To avoid financial strain, policymakers should develop sustainable, long-term funding models and evaluate the total cost of ownership, including infrastructure, updates, and training. Balancing costs with impact is key to sustaining EdTech programs.  🦺5. Capacity Building and Professional Development Training is essential for teachers to integrate EdTech into their teaching practices confidently. Policymakers need to provide robust, ongoing professional development and peer-support systems, so educators feel empowered rather than overwhelmed by new tools. 👓 6. Monitoring, Evaluation, and Continuous Improvement Policymakers should establish monitoring and evaluation processes to track progress and understand what works. This includes using data to refine strategies, ensure goals are met, and avoid wasted resources on ineffective solutions. 🧑🚒 7. Cultural and Social Adaptation Cultural sensitivity is crucial, especially in communities less familiar with digital learning. Policymakers should promote a growth mindset and address resistance through community engagement and awareness campaigns that highlight the educational value of EdTech. 🥸 8. Environmental Sustainability Policymakers should integrate green practices, like using energy-efficient devices and recycling programs, to reduce EdTech’s carbon footprint. Sustainable practices can also help keep costs manageable over time. 🔥Download: UNESCO. (2024). Six pillars for the digital transformation of education. UNESCO. https://lnkd.in/eYgr922n  #DigitalTransformation #EducationInnovation #GlobalEducation

Research tracking actual edtech usage across K–12 districts shows that 60–70% of purchased ed-tech licenses go unused. Nationally, that adds up to $1+ billion every year in underutilized or unused software. That’s not a technology failure. That's an adoption and oversight failure. The good news: districts that address this intentionally can claw back both dollars and instructional focus. What works: • Designate a clear instructional owner for every tool. No owner, no renewal • Right-size licenses annually based on real usage, not enrollment • Simplify portfolios with fewer tools, deeper implementation • Build adoption benchmarks into contracts and renewal decisions • Invest in training for teachers with ongoing support, not one-time PD • Require vendors to provide transparent usage and impact data • Sunset unused tools regularly, make stopping just as normal as starting The hidden cost of edtech isn’t the license. It’s the clutter, confusion, and lost time when tools don’t earn their place. The next phase of edtech isn’t about buying smarter tools. It’s about managing them better. If school districts did this consistently, the budget conversation would shift from “we need more” to “we’re finally getting value.” #edtech #education #edbudget #edleadership #teachers #schools #edreform

Common Sense Media recently released a comprehensive risk assessment of AI teacher assistants/lesson planning tools. Their findings reveal that while these tools promise increased productivity and creative support, they're also creating "invisible influencers" that could fundamentally undermine educational quality. Unlike GenAI foundation model chatbots, these tools are specifically designed for instructional planning and classroom use and are rapidly being adopted across districts. Key Concerns from their report: • "Invisible Influencers" in Student Learning: AI-generated content directly shapes what students learn through potentially biased perspectives and historical inaccuracies that teachers may miss; evidence also shows these tools suggest different approaches and responses based on student race/gender • “Outsourced Thinking" Problem: Tools make it dangerously easy to push unreviewed AI instructional content straight to classrooms, while novice teachers lack experience to spot subtle errors and biasses • High-Stakes Outputs: IEP and behavior plan generators create official-looking documents that could impact student educational trajectories even though these plans should be human-generated (and in the case of IEP goals are mandated to be human generated) • Undermining High-Quality Instructional Materials: Without proper integration, these tools fragment learning and can undermine coherent, research-backed curricula Recommendations from the report: • Experienced educator oversight required for all AI-generated educational content • Clear district policies and guidelines for AI teacher assistant implementation • Integration with existing high-quality curricula rather than replacement of established materials • Robust teacher training on identifying bias and evaluating AI outputs • Careful oversight of real-time AI feedback tools that interact directly with students We'd also recommend foundational AI literacy for teachers before they begin using GenAI teacher assistants, so that they are aware of the potential limitations. While AI teacher assistants aren't inherently problematic, they require the same careful implementation and oversight we'd expect for any tool that directly impacts student learning. The potential for enhanced productivity is real, but so are the risks to educational equity and quality. This report underscores the urgent need for GenAI EdTech tool makers to provide evidence of how their tools mitigate these issues along with evidence-based policies and professional development to help educators navigate AI tools responsibly. All of which underline how important AI Literacy is for the 2025-2026 school year. Link in the comments to check out the full report. Also check out our 5 Questions to Ask GenAI EdTech Providers resource in the comments if you are planning to implement any of these tools in your school or district. #AIinEducation #ailiteracy #Education #K12 AI for Education

Edtech is often criticised for poor quality, misuse of student data and limited learning impact (I’ve voiced those concerns myself several times). But we can’t hold systems accountable without first showing what good or exceptional performance looks like. Once that’s clear, we can create competitive pressure and drive improvement.  ⬇️ Excited to finally share our paper in HSCC Springer Nature that outlines key benchmark criteria for high-quality EdTech. The paper summarises the work our research group has been doing over the past three years. It focuses on educational impact and edtech’s added value for students’ learning. 📚 After an extensive literature review and cross-sector consultations, we’ve developed a multidimensional framework grounded in the “5Es” — efficacy, effectiveness, ethics, equity, and environment.  Efficacy and Effectiveness combine experimental evidence with process-focused metrics and pedagogical implementation studies. Broader metrics focus on ethical data processing, inclusive and equitable approaches and edtech’s environmental impact. 👇 The fifteen tiered impact indicators already guide a comprehensive and flexible evaluation process of international policymakers, educators, EdTech developers and certification bodies (see EduEvidence - The International Certification of Evidence of Impact in Education and our case studies). 🙏 Huge thanks to all who contributed, especially through our participatory Delphi process. Your insights were invaluable! Nicola Pitchford Anna Lindroos Cermakova Olav Schewe Janine Campbell /Rhys Spence Jakub Labun Samuel Kembou, PhD Tal Havivi/ Ayça Atabey Dr. Yenda Prado Sofia Shengjergji, PhD Parker Van Nostrand David Dockterman Stephen Cory Robinson Andra Siibak Petra Vackova Stef Mills Michael H. Levine  #EdTech #ImpactMeasurement #5Es #EdTechQuality #EdTechStandards 👇 Read here or download from:

Education technology is easy to build in theory. The real challenge is making it work in the hands of a student whose internet drops mid-lesson, or a working mum who is logging into university for the first time on a shared device. The test is not in creating EdTech tools but in making them work for the people who need them most. When we started uLesson in 2019, we built a platform with high-quality video lessons, quizzes, and practice tests. Everything worked perfectly in our offices in Jos and then, Abuja. But that changed when we tried to get them into the hands of students in towns and villages where electricity was unreliable, data was expensive, and smartphones were often shared among siblings. The same lessons appeared when we launched Miva Open University, an affordable, accessible university that delivers quality education with the same rigour as a physical campus. Creating the platform was one challenge; helping working adults adapt to digital learning for the first time was another. Some of our students had never studied without the structure of a physical classroom. Many were logging in from places where network connectivity was patchy at best. These challenges sit against a larger backdrop: According to Quartz, only 1 in 4 students applying to university will get accepted. Not because they didn’t study hard enough, instead, in many cases, it is because there simply isn’t enough room for all of them. From these experiences, I’ve learnt that successful EdTech implementation requires: - Designing for context: Tools must work offline or in low-bandwidth environments. - Investing in people: Teachers, facilitators, and students need training, support, and trust to use technology effectively. - Patience in adoption: Communities don’t adopt new systems overnight. Value has to be proven, and trust earned, over time. I remain convinced that EdTech will play a central role in the future of African learning. But for it to truly work, it must be built not just for ambition, but for reality. It has to be built for students walking kilometres to school, for families sharing a single device, and for communities learning to trust digital tools for the first time. We’re still learning. We’ll keep improving. And with each iteration, we get closer to delivering not just access, but quality learning wherever a student lives.

💡 Louisa Rosenheck writes: As the demand grows for #edtech solutions that are responsive to the needs of #neurodiverse students, #inclusive learning design offers a powerful way to deliver better experiences for all learners. Edtech solutions are inclusive for neurodiverse learners when: 1. They are open to multiple modes of expression. When a solution offers multiple ways students can express themselves—such as writing, drawing or verbal communication—it allows learners to express themselves in ways that work best for them. 2. They invite many ways of getting a question “right.” Programs and apps can go beyond setting one correct answer for each question and instead create an open-ended experience that encourages students to explore, experiment, ideate and share their creativity with others. 3. They allow flexibility in time.  Inclusive edtech solutions can allow educators to adjust or remove time limits. 4. They reduce sensory overload. Inclusive edtech solutions should let users reduce visual clutter and adjust sound levels, as well as break down a given task into smaller steps and allow learners to focus on one step at a time. 5. They celebrate everyone’s strengths and ways of thinking. An inclusive learning experience may allow for multiple different success criteria, thereby recognizing that different ways of thinking each have merit. 6. They provide multiple ways to engage with the activity. By offering a variety of ways students can engage with the experience—for example, through both independent and collaborative tasks—more students can find something in the experience that resonates with them. The goal of inclusive learning is not to create separate solutions for #neurodivergent and neurotypical learners but rather to develop solutions that can foster richer learning experiences for everyone. The Universal Design for Learning framework, which emphasizes multiple means of engagement, representation, action and expression to develop expert learners, is another useful tool in determining the inclusivity of an edtech solution. Inclusive design is crucial when considering how best to create positive learning experiences for learners of all types. When evaluating edtech solutions, administrators and educators should try to see the design of potential options through the lens of #inclusivity, because this aligns with what we know about making learning better for everyone. The design elements we’ve mentioned, which emphasize flexibility and customizability, lead to more open-ended learning experiences and higher-order thinking—which benefits not only neurodivergent learners but all learners. #accessibility #DisabilityInclusion #DisabilityServices #UniversalDesign Joan Green Kirsten Behling #neurodiversity