The central insight of the report is deceptively simple but profoundly important for anyone responsible for a child’s education. Engagement, as measured by time on screen, frequency of clicks, responsiveness to animations and the pursuit of in-app rewards, is a poor proxy for genuine learning. A student can be captivated by a colorful interface, motivated by points and badges, and visibly attentive to the task at hand, while acquiring little durable knowledge that transfers beyond the screen. What matters, the expert panel concludes, is whether students can apply new knowledge and skills in other contexts, away from the app or device where they first encountered them. That ability to transfer learning, long recognized in cognitive psychology as the gold standard of education, is the metric that should guide decisions about which technologies deserve a place in a child’s learning life.

The report was compiled by a multidisciplinary panel that included cognitive and educational psychologists, learning scientists and EdTech experts. Together they synthesized evidence spanning an unusually broad landscape of technologies, from educational apps and digital games to intelligent tutoring systems, generative AI tools and large digital learning platforms. Their conclusions are distilled into ten evidence-based recommendations aimed at families, educators, policymakers and developers, all designed to ensure that technology promotes meaningful learning rather than merely captivating attention. The recommendations call on schools, families and developers to prioritize tools that build durable knowledge and skills students can carry into other contexts, rather than evaluating apps on flashy features or superficial measures of interactivity.

Arthur C. Evans Jr., PhD, chief executive officer of the American Psychological Association, framed the report as a call for higher standards in a market that has grown faster than the science supporting it. Educational technology, he noted, has genuine potential to profoundly advance students’ learning and abilities, but parents, teachers and school districts need tools that are safe, supported by evidence and capable of genuinely helping students learn. The recommendations, grounded in psychological research, are intended to help determine whether EdTech products actually produce the learning outcomes they promise. This emphasis on evidence is a deliberate pushback against marketing claims that, in the panel’s assessment, routinely run ahead of what scientific studies can currently support.

One of the report’s most consequential sections concerns generative AI, the class of tools that can produce essays, answers and explanations on demand. The expert panel warns that these tools pose particular risks because they can improve students’ immediate performance without building the underlying knowledge or skills that performance is supposed to reflect. Nicole Barnes, PhD, APA’s executive lead psychologist for education, offered a vivid illustration of the problem. AI can help a student produce a better essay, she observed, but the improved final product does not necessarily mean the student has become a better writer. Just as educators need to separate engagement from learning, she argued, they will increasingly need to separate performance from learning. The distinction matters because performance, the quality of work a student produces at a given moment, has always been an imperfect indicator of learning, and generative AI widens that gap dramatically by allowing polished output to be produced without the cognitive effort that produces durable understanding.

Notably, the report does not call for banning AI tools from the lives of children and adolescents. Instead, it recommends teaching students to actively evaluate AI-generated responses. Students should learn to question the assumptions embedded in chatbots’ answers, identify gaps in their reasoning, compare responses against other sources, and consider how answers might change under different circumstances. In this vision, students should approach AI less as an answer machine and more as something to be continuously tested, challenged and learned from. This reframing is significant because it treats AI literacy not as a matter of technical skill but as an exercise in critical thinking, drawing on decades of research showing that active evaluation and comparison produce deeper learning than passive reception of information.

Another recurring theme in the recommendations is the importance of adult involvement. The panel urges that adults be made a significant part of EdTech implementation, whether that means teachers integrating app-based lessons into broader instruction, or parents sitting alongside younger children as they explore new tools. The reasoning reflects a well-established finding in learning science: children learn more deeply when a knowledgeable adult scaffolds their experience, asks questions, connects new material to prior knowledge and helps them reflect on what they have learned. Technology that replaces adult interaction, rather than augmenting it, tends to fall short of its promise. The panel also calls for investment in research that can keep pace with rapid technological change, an acknowledgment that the scientific evidence base moves far more slowly than the product cycle of the industry it is meant to evaluate.

Responsibility for closing that evidence gap, the report insists, lies primarily with the companies that develop EdTech products and the institutions that choose to adopt them. Developers should be prepared to demonstrate that their products improve learning, not merely that children enjoy using them. Schools and districts, for their part, should expect credible, independent evidence before investing in educational technology, rather than relying on vendor claims or anecdotal success stories. This placement of responsibility is a meaningful shift in framing. Rather than asking overwhelmed parents and teachers to become evaluators of learning science, the report locates the burden of proof with those who profit from and procure these products, a model more akin to how efficacy standards operate in medicine than to how software has traditionally been sold to schools.

For parents navigating a marketplace saturated with apps claiming to teach everything from phonics to calculus, the APA offers refreshingly simple advice: look and ask. The first step is to spend a minute simply watching what happens on the screen when a child uses an app. If much of the experience involves dressing a character, selecting accessories, collecting rewards or responding to flashing images, it is reasonable to question the app’s educational value. These design elements, borrowed directly from the attention economy of gaming and social media, are engineered to maximize engagement and retention rather than learning, and their prominence in an educational product is often a warning sign rather than a selling point. The second step is to ask a teacher, principal, early childhood leader or school board whether there is credible, independent evidence showing that the app actually leads to learning. That single question, posed consistently and persistently, could reshape purchasing decisions across an entire school district.

The timing of the report could hardly be more significant. Classrooms around the world have spent the past several years absorbing waves of new technology, first through pandemic-driven remote learning and now through the explosion of generative AI tools that students encounter both in school and at home. Billions of dollars flow annually into the EdTech sector, and schools face constant pressure to modernize, often with limited capacity to evaluate the scientific merit of the products they adopt. Against that backdrop, the APA’s message cuts through the noise with a principle that is easy to state and hard to ignore: what looks like learning on a screen is not the same as learning in a child’s mind. Durable knowledge, the kind that transfers to new problems, new contexts and new challenges, remains the true measure of educational success, whether the medium is a textbook, a teacher or the most sophisticated algorithm a company can build.

The report’s broader legacy may be in giving parents, educators and policymakers a shared vocabulary for asking harder questions about the technology entering children’s lives. By distinguishing engagement from learning, and performance from learning, the expert panel has articulated a framework that applies as much to a gamified math app as to an AI writing assistant. The challenge now, as the report makes clear, is ensuring that the products built for children are held to standards worthy of the promises made about them, and that the adults responsible for children’s education feel empowered to demand evidence before entrusting young minds to a screen.

The review meticulously explores how different technological tools not only enhance student engagement but also facilitate personalized learning experiences. The author’s examination of contemporary classroom technologies sheds light on how they can be strategically implemented to align with the objectives of student-centered teaching, thereby reshaping students’ educational journeys. By harnessing these technologies, educators can better cater to the diverse learning needs of their students, allowing for a more inclusive and effective educational experience.

Central to this discussion is the variety of classroom technologies that have emerged in recent years. From interactive whiteboards to tablets and educational applications, each tool offers unique capabilities that can significantly impact teaching methods and learning outcomes. For instance, interactive whiteboards enable dynamic presentations and foster interactivity during lessons, while tablets can facilitate access to a wealth of information and resources at the students’ fingertips. The review highlights how these tools serve as catalysts for promoting collaborative projects, student-led initiatives, and peer-to-peer learning, ultimately elevating the learning atmosphere.

Moreover, the integration of cloud-based platforms is another critical aspect examined in the systematic review. These platforms allow for seamless communication and resource sharing among students and teachers, breaking down traditional boundaries of learning. By utilizing these digital spaces, students can engage in collaborative assignments, receive immediate feedback, and develop essential skills for the modern workforce. This interconnectedness supports a more holistic approach to education, enriching the learning experience.

However, Swai does not shy away from addressing the challenges that come with the adoption of technology in the classroom. The review underscores the importance of adequate training for educators to harness these tools effectively. Without proper education and support, even the most sophisticated technologies can fall short of their potential. Teachers must understand how to effectively integrate these tools into their pedagogy to ensure that they enhance rather than detract from the learning experience. This underscores the need for comprehensive professional development programs aimed at equipping educators with the skills required to leverage technology in meaningful ways.

Additionally, the review discusses the role of student feedback in shaping the implementation of classroom technologies. Understanding students’ perspectives on technology use can provide valuable insights into how these tools can be optimized. Engaging students in discussions about their experiences with various educational software and hardware not only empowers them but also fosters a sense of ownership over their learning. This feedback loop can ultimately lead to more thoughtful and tailored technology integration strategies within the classroom.

A particularly striking feature of Swai’s review is the analysis of the impact of gamification on student engagement and learning outcomes. Gamification incorporates elements of game design into educational contexts, transforming conventional learning experiences into interactive and stimulating ones. This approach has been shown to motivate students, encouraging them to participate actively in their learning processes. By tapping into students’ intrinsic motivations and competitive spirits, gaming elements can lead to improved retention and understanding of complex concepts.

The review also touches on the significance of accessibility in technology adoption. Ensuring that all students, regardless of background or ability, have access to these educational technologies is crucial for equitable learning opportunities. This inclusion can reduce educational disparities and create a more balanced learning environment. The examination of accessible technologies highlights innovations designed to support learners with disabilities, illustrating the potential of technology to foster inclusivity in educational settings.

Further, Swai’s systematic review examines the latest evidence on the efficacy of specific educational technologies. Through rigorous analysis, the author presents case studies and quantitative data that demonstrate how particular tools have transformed classrooms around the world. These real-world examples provide compelling proof of the potential inherent in educational technologies to enhance student-centered teaching. This empirical evidence reinforces the call for educators and administrators to embrace and integrate these technologies into their instructional strategies.

Another essential consideration raised in the review is the sustainability of technology use in education. As classrooms increasingly rely on digital tools, the environmental impact of hardware production and energy consumption comes into focus. Swai emphasizes the need for schools to consider the longevity and sustainability of the technologies they adopt. Investing in durable, ethically produced, and energy-efficient technologies will not only benefit educational outcomes but also contribute to a more sustainable future.

The findings of this review are crucial not just for educators but also for policymakers, technologists, and institutions involved in curriculum development. The exploration of classroom technologies and their implications for student-centered teaching highlights the need for a collaborative effort among all stakeholders to create educational ecosystems that support innovative teaching practices. Policymakers must recognize the importance of funding and resources to facilitate the integration of effective technologies, ensuring that all schools can benefit from these advancements.

In light of rapid technological advancements, it is pivotal for educational institutions to remain adaptable and proactive. As new tools emerge, continuous evaluation and integration are necessary to keep pace with changing educational needs and student preferences. The dynamic nature of technology requires educators to be lifelong learners themselves, willing to explore and experiment with novel tools to enrich their teaching methodologies.

The implications of this review extend far beyond individual classrooms; they resonate on a global scale. As educational systems worldwide grapple with the challenges of modernization, the insights provided by Swai’s systematic review serve as a guiding framework for harnessing technology in a way that prioritizes student engagement and learning outcomes. This review encapsulates a pivotal moment in education, underscoring the transformative power of technology when effectively aligned with pedagogical goals.

In conclusion, Swai’s review is a significant contribution to the ongoing discourse around classroom technologies and their role in student-centered teaching. As educators navigate the complexities of integrating technology into their pedagogical frameworks, this systematic analysis provides a roadmap for making informed decisions that prioritize student needs and learning processes. By embracing innovative technologies and fostering a culture of feedback and inclusivity, educators can create enriching educational experiences that prepare students for success in an increasingly digital world.

Subject of Research: Classroom technologies supporting student-centered teaching.

Article Title: A systematic review of classroom technologies supporting student centered teaching.

Article References:

Swai, C.T. A systematic review of classroom technologies supporting student centered teaching.
Discov Educ 4, 564 (2025). https://doi.org/10.1007/s44217-025-00932-6

Image Credits: AI Generated

DOI: https://doi.org/10.1007/s44217-025-00932-6

Keywords: Educational technology, student-centered learning, classroom innovation, technology integration, gamification, accessibility in education.