Category Archives: Interviews

Contesting Educational Accountability Across Contexts: An Interview with Luis Felipe de la Vega and Claudia Carrasco-Aguilar

How can we build accountability systems that strengthen professional responsibility, social participation, and equity? That is one of the critical questions that Luis Felipe de la Vega and Claudia Carrasco-Aguilar discuss in this interview about their new edited book Contesting Educational Accountability Research: Cross-National Dialogues on Quality and Equity (Springer 2026). The book includes comparative research on the implementation and effects of accountability systems in countries like Brazil, Chile, Italy, Honduras, South Africa, Spain and Sweden. Chapter 1 — “Performative Accountability: A Close Examination of a Dominant Model”– is available open access.  De la Vega is a researcher at  Bernardo O’Higgins University in Santiago, Chile and Carrasco-Aguilar is a researcher at the University of Malaga in Spain. AI was used to assist in the translation of this interview from Spanish into English.

For other IEN posts related to accountability, see School Networks, Accountability and Improvement in Scotland, Northern Ireland, England, and Chile; Accountability in Decentralized Systems: Rethinking How We Evaluate Schools; Do Charter Schools in Colombia Provide Sufficient Accountability and Choice?; and School Inspections in Educational Assessment, Evaluation and Accountability.

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IEN: Why this book? Why now? 

Luis Felipe de la Vega & Claudia Carrasco-Aguilar:  We have been analyzing accountability mechanisms in education for several years. Our analysis of the research findings has revealed a significant consensus regarding the implementation and outcomes of the “market-based,” “performance-based,” or “high-stakes” model. While these models have moderate or minor positive effects on improvement processes, they also have negative effects at the system, institutional, and stakeholder levels. Despite this consensus, the adoption of this type of accountability as a strategy for improving systems has continued to spread worldwide.

We investigated how and why some countries incorporated components of this mechanism into their institutional design to understand this phenomenon. We also identified alternative strategies that aim to recognize other ways of conceiving or using accountability. These strategies may be effective and beneficial for educational communities and/or have fewer negative implications for their stakeholders. In short, while accountability can allow for greater transparency and collective, citizen-led monitoring of educational processes, it also places significant pressure on schools, as if continuous improvement were solely the responsibility of schools and their teachers. Globally, educational accountability appears intertwined with market models, where families and communities demand that schools act as service providers and assume the role of customers rather than as true collective learning communities. We find ourselves in a globally polarized era, where the common good and shared responsibilities are overshadowed by a focus on individual gain.

In a context marked by discourses promoting competitiveness and mistrust at every level, it is important to reinforce the idea that positive improvement processes in education occur more naturally through collaboration and a deep, shared sense of purpose. The data support the need to develop accountability mechanisms grounded in education that align with societal expectations of educational systems.

IEN: What are some of the key similarities and differences in the accountability approaches used by the countries you and your colleagues have written about? 

LFV & CCA: The book has helped confirm a significant trend toward incorporating performative accountability mechanisms in different parts of the world. Two decades ago, literature analyzing this strategy focused predominantly on the U.S. context and always took a critical tone. Over the years, however, we have observed growing interest in other regions, such as Latin America, Africa, and Europe. Furthermore, some countries that have long upheld an ethos of trust, such as Sweden, have also begun to incorporate these mechanisms. In general, significant similarities can be observed in these cases. Beyond distinctions in prioritized data, strategies, or associated consequences, there is a trend toward homogenizing an approach that aims to improve educational outcomes through accountability mechanisms. This strategy is often accompanied by a market-driven education system that confuses the public by blurring the lines between empowerment and clientelism. Educational standardization, high-stakes assessments, and the idea that students’ learning outcomes depend solely on the quality of teaching in schools seem to be creating a high-pressure system that is spreading worldwide. In many of the cases presented in this book, we see that educational accountability dissociates schools from their social context. It holds educational leaders and teachers responsible for students’ academic outcomes and obscures the role of social inequalities and injustices.

Nevertheless, the book includes South Africa as an example of how accountability strategies based on different principles, such as culturally responsive assessment, can successfully promote relevant educational goals. Additionally, the debate on performative accountability has been accompanied by alternative proposals demonstrating various accountability approaches. However, these have not clearly established themselves or moved beyond being good practices or promising experiences. It is interesting to consider why this is the case. The book puts forward some hypotheses on this matter.

IEN: What else did you learn while producing this book that you didn’t know before? 

LFV & CCA: We learned many things, but one of the most important was that the discussion about performative accountability isn’t just about its use as a technical tool. Rather, it reflects a broader discussion about accountability in education and its ethical, political, and educational implications. Accountability systems reflect not only how education systems conceive of their own improvement but also their priorities for day-to-day operations. 

So, two things happen. First, many researchers in education quickly reached a consensus that performative accountability is educationally counterproductive because it clashes with pedagogical logic and sensibilities. It makes it difficult for stakeholders to address the challenges communities identify as essential and fosters a competitive logic. This leads to mistrust and a lack of collaboration within the system. Second, despite this consensus, it has not been possible to build a sufficiently robust foundation to generate alternatives capable of competing with performative logic. In this regard, despite notable and interesting case studies, there is significant criticism of those who have promoted these proposals.

Another key insight is the importance of comparative research. This book introduces vastly different settings and contexts from various continents. The significant socio-geographical diversity involved makes this phenomenon particularly striking. Here, we observe the rise of market-driven education and its influences as they are culturally adapted. Clearly, researching educational accountability in Europe is not the same as doing so in the Global South. This book details both the differences and similarities between the two. Thus, we have learned about the power of local contexts in translating educational policies designed at the global level and how the performativity of these policies can be observed in these translations despite the influence of supranational bodies. In simple terms, performative accountability reshapes and transforms subjectivities, identities, and cultural realities that may appear similar at first glance but possess highly complex differences when analyzed in greater detail. These differences enable movements of opposition and resistance and may help us understand possible alternatives to these forms of accountability in the future, moving toward a more social form of accountability.

Luis Felipe de la Vega Rodríguez
Claudia Lorena Carrasco Aguilar

IEN: What are some of the key implications for policy and practice? 

LFV & CCA: From a systemic perspective, the discussion on accountability should address its meaning and contribution to comprehensive educational improvement. Although the discussion of which test is best or what a certain score implies may be relevant, it does not address how each actor or institution can contribute to helping the education system and students achieve our envisioned goals. 

Having strong accountability mechanisms does not mean having harsh ones. Alternative proposals can be equally rigorous in analyzing the extent to which we fulfill our responsibilities to achieve those goals. If educational processes have eliminated violence as a form of correction over many years, then educational principles that promote collective and institutional learning should be established as the foundation for improvement processes. This implies that we must consider other types of accountability relationships, including greater opportunities for peer collaboration among individuals and institutions and creating spaces for dialogue across levels of the education system. These spaces should not be solely marked by the possibility of sanctions but rather reflect a commitment to jointly seeking solutions to educationally relevant problems.

A fair accountability system holds everyone accountable, not just schools. However, the consequences should promote collective learning rather than punishment. Ultimately, what happens in a classroom is the result not only of a teacher’s actions, but also of their school, district, state, and other collaborating institutions. If we all have responsibilities, we should all take ownership of them. In that case, a system based solely on punishment loses meaning, making collaboration more logical.

IEN: What else have you learned about accountability since writing that book? 

LFV & CCA: As authors, we have learned that educational accountability is much more ambiguous and contentious than is typically assumed in public policy discourse. Our comparative studies and theoretical review show that accountability does not have a single form but rather takes on multiple configurations that answer different questions: What should be accounted for? To whom? For what purposes, and through what mechanisms?  When these questions are answered from a technical or administrative perspective, accountability tends to be reduced to measurement, control, and sanctions. However, when answered from an educational perspective, accountability can become an instrument of reflection, improvement, and shared responsibility.

Another important finding is that the global dominance of the performance-based model has had deeper consequences than previously thought in terms of not only outcomes, but also school culture and teaching practice. In many contexts, systems based on standardized tests, rankings, and incentives have reinforced competitive dynamics, narrowed the curriculum, and shifted the focus from educational processes to indicators. Assessment and accountability are not inherently negative; rather, design matters, and certain formats can undermine what they seek to improve, especially in contexts of inequality.

We have also learned that the effects of accountability are not universal but depend heavily on context. The chapters in the book demonstrate that the same policies can generate different results based on the education system’s history, level of institutional trust, regulation of teaching work, and social structure. This calls into question the idea that certain models can be considered transferable without adaptation. It compels us to view educational accountability as a context-specific framework designed according to each system’s actual capabilities and the goals pursued.

Based on this information, the most relevant open-ended question for us is how to build forms of accountability that strengthen professional responsibility, social participation, and a commitment to equity, rather than being limited to external control. Reviewed evidence suggests the most promising approaches combine evaluation and collaboration, incorporate community voices, and view accountability as part of education’s public mission, not just an obligation to report. Thus, the future challenge is not to set accountability aside but to shift it from a culture of surveillance to a culture of shared responsibility oriented toward educational improvement.

We believe this requires significant effort from academic and political perspectives, which is why partnerships are needed to drive progress. As academics, we must ask ourselves why our robust evidence is not sufficiently impacting decision-making and consider how we can improve.

Why Is Meaningful Educational Change So Difficult to Achieve? The Re-Educated Podcast with Goutham Yegappan and Thomas Hatch

What if the most important part of education is learning how to live with uncertainty? That’s the question that Goutham Yegappan pursues in the 8th season of his Re-Educated Podcast. In the latest episode, he discusses these issues with IEN Editor Thomas Hatch, who highlights the multi-layered problems that make it so difficult to improve schools on a large-scale. For previous interviews, see “Thomas Hatch on The Education We Need and the Future We Can’t Predict” Getting Smart podcast (2021); “What Type of Education Do We Need for a Future We Can’t Predict?The Getting Unstuck Podcast (2021); Mapping New York City’s ‘School Improvement Industry’ CPRE’s Research Minutes Podcast.

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Thomas Hatch on the Re-Educated Podcast with Goutham Yegappan (YouTube video); Spotify: Apple Podcasts

02:10 – Thomas Hatch’s Path into Education Research

06:45 – Understanding the History of Education Reform

12:30 – Why Promising Reforms Often Fail & The Complexity of Systemic Change 

18:40 – The Architecture of Education Systems

24:55 – The Challenge of Scaling Innovation

31:10 – Policy, Practice, and the Classroom Reality

37:20 – Accountability and Its Unintended Consequences

43:35 – Improvement Science and Systemic Change

49:15 – Rethinking School Reform for the Future

55:10 – Lessons for Educators and Policymakers

58:30 – Closing Reflections

Foundations for Lasting Educational Change: Lead the Change Interviews from the American Educational Research Association

This week IEN is highlighting Lead the Change’s post featuring this years presenters in their Educational Change SIG sessions. This year’s 10 sessions highlight different contexts, perspectives, and methodological approaches to educational change. The issue features a small slice of the symposia and paper presenters. This post includes presenters from the session titled: “Foundations for Lasting Equity and Transformation: Policy, Organizations, and Professional Practice.”  These interviews are part of the Lead the Change series produced by Series Co-Editors Jackie Pedota & Soobin Choi and colleagues from AERA’s Educational Change Special Interest Group. The full interviews can be found on the LtC website

group photo

Faculty Cluster Hiring as a Catalyst for Racial Equity in Academic Departments — Román Liera (RL) Montclair State University, Rosa M. Acevedo (RM) University of Pittsburgh, Baili Park (BP) University of Pittsburgh, Aireale J. Rodgers (AR)
University of Wisconsin – Madison, Heather McCambly (HM) University of Pittsburgh

Dr. Román Liera
Dr. Heather McCambly 
Dr. Aireale J. Rodgers
Baili Park, M.A. 
Dr Rosa Maria Acevedo

Lead the Change (LtC): What are some ideas that you hope the field of Educational Change and the audience at AERA can learn from your work to inform policy and practice?

RL, RM, BP, AR & HM: In an increasingly hostile sociopolitical climate that actively defunds and undermines racial equity efforts, university-based faculty cluster hiring (FCH), designed to recruit faculty cohorts around shared research themes to advance interdisciplinarity and diversity, has not been immune to anti-DEI backlash. Drawing on the modes of reproduction framework (Anderson & Colyvas, 2021), our analysis examines how whiteness is animated and potentially disrupted at the department level within FCH implementation. By tracing inequitable outcomes to their sources, whether exclusionary criteria, departmental values, or individual racial schemas, we illuminate the specific sites where racialized mechanisms operate.

Our work suggests that the field of Educational Change must recognize that sustainable, equity-focused transformation requires more than rhetorical commitment or effective hiring practices. Institutional change agents must attend to the institutional routines that reproduce whiteness even within well-intentioned initiatives. Practically, this means embedding equity-minded evaluation criteria into formal policies, creating accountability structures, and designing post-hire support rather than relying on faculty of color’s precarious labor (McCambly et al., 2025). Our findings underscore that equity innovations are vulnerable to co-optation without sustained investment in the structural conditions that enable their flourishing. Lasting change requires dismantling the modes of reproduction that animate whiteness, not merely diversifying within them.


Middle Leaders and the Illusion of Reform: Unpacking Faux Comprehension and Pseudo-Understanding in Curriculum Change — Chun Sing Maxwell Ho (CH) The Education University of Hong Kong, Chiu Kit Lucas Liu (CL) The Education University of Hong Kong

Lucas Chiu-kit Liu 
Dr Chun Sing Maxwell Ho

Lead the Change (LtC): What are some ideas that you hope the field of Educational Change and the audience at AERA can learn from your work to inform policy and practice?

CH & CL: Meaningful educational change depends not only on policies, timelines, and accountability routines, but on the quiet, caring work middle leaders do with educators—checking understanding, building trust, and creating safe spaces to question and refine practice. 

When care is replaced by tight control and a chase for ‘efficiency,’ schools risk ‘faux comprehension’ among teachers, in which they appear aligned yet quietly prioritize their own aims (which is not necessarily problematic). When care gives way to hands-off optimism, schools drift into ‘pseudo-understanding,’ a sincere but flawed enactment sustained by vague goals and overconfidence. 

To move beyond surface-level claims of success, reform should adopt a dual learner-centered stance: student-centered (clear non-negotiables anchored in educational purpose) and teacher-centered (bounded autonomy, structured sensemaking cycles, and timely support and feedback). Attending to both learners surfaces misunderstandings early, aligns pedagogy with purpose, and yields an impact visible in students’ work and in teachers’ growth.
Drawing on Sengupta-Irving et al. (2023), we suggest situating the present in the context of the past as we struggle toward an imagined future. Our comrades in Black studies teach us that we find hope in deep study and struggle (Harney & Moten, 2013; Hartman, 2019; Kelley, 2018). Thus in the context of our symposium, we invite attendees to think with us about the particularities of present DEI and/or antiracist change efforts across higher education in the context of their historical emergence, while remaining them attuned to what the future of these change efforts must become to build a just system of higher education. Practicing how to design change efforts that stand the test of time demands explicit attention to multiple timescales, and we offer that as an important takeaway through our symposium.


The Role of Absorptive Capacity for ICT-knowledge management in schools: Does collaboration matter?
— Sandra Fischer-Schöneborn (SF) IU International University of Applied Sciences, Marcus Pietsch (MP) Leuphana University – Lueneburg, Chris Brown (CB) University of Southampton, Burak Aydin (BA) Ege University, Stephen W. MacGregor (SM) University of Calgary

Dr Sandra Fischer-Schöneborn
Chris Brown
Dr Stephen MacGregor

Lead the Change (LtC): What are some ideas that you hope the field of Educational Change and the audience at AERA can learn from your work to inform policy and practice?

SF, MP, CB, BA & SM: This study examined the role of Information and Communication Technology (ICT) -knowledge absorptive capacity (ACAP) for technology integration (TI) in schools. The aim was to contribute to the international debate on ACAP as a critical factor for organizational learning in schools and for the implementation of innovations in schools by integrating external knowledge generated in networks. 

Findings indicate (among others) that ICT ACAP has a positive effect on TI in schools and serves as a mediator in the relationship between external knowledge and TI. Additionally, the impact of ICT-ACAP on TI is contingent upon the presence and efficacy of knowledge-sharing mechanisms within the school, as well as the extent to which schools engage in collaborative efforts with competitors (known as coopetition). 

These results have implications for policymakers and educational leaders, who could prioritize building ACAP and fostering collaborative networks, such as research-practice partnerships or professional learning networks, to create more adaptable and innovative school environments. 


Leading Educational Change by Learning from Failure in Networks – Stephen W. MacGregor (SM) University of Calgary, Marcus Pietsch (MP) Leuphana University – Lueneburg, Sharon Friesen (SF) University of Calgary.

Dr. Stephen MacGregor
Dr. Sharon Friesen

Lead the Change (LtC): What are some ideas that you hope the field of Educational Change and the audience at AERA can learn from your work to inform policy and practice?

SM, SF, & MP: In our study of leaders implementing multi-tiered systems of support (MTSS) for student mental health through a cross-sector network (MacGregor & Friesen, 2025), a consistent pattern was that most setbacks were not caused by “bad actors” but by process and capacity problems: fragmented implementation, weak data infrastructure, uneven rollout, and too much work for the available people and services, especially in rural communities. 

First, treat implementation as facilitation, not compliance. Leaders need time, authority, and routines to align the innovation, the people affected, and the local context, and to surface small failures early before they harden into routine. Second, build the infrastructure, including shared measures and data-aggregation pathways that enable schools to learn from patterns rather than anecdotes and to reduce duplication and drift. Third, protect purposeful risk. 

We saw little evidence of exploratory testing in MTSS, which signals a field squeezed by short funding cycles and public accountability. Create “safe-to-try” zones inside MTSS work: small pilots with explicit learning aims and rapid feedback. Networks can host this work by normalizing candid failure talk and turning it into collective problem-solving.

Who’s happy Now? Scanning the headlines for the results of the latest Word Happiness Report

All five Nordic countries and Costa Rica occupy the top slots on the latest World Happiness Survey, but life satisfaction of those under 25 in English countries has dropped sharply in the past 10 years. What’s going on? This scan of the headlines from around the world gives a glimpse of the results from the latest World Happiness survey and explores the relationship between children’s social media use and happiness. For other recent stories from IEN about children’s wellbeing see: Could concerns about the academic pressure on students in China lead to real changes in conventional schooling? Stability & change in the education system in China (Part 4), Engagement, Wellbeing, and Innovation in the Wake of the School Closures in Vietnam:  A Conversation with Chi Hieu Nguyen (Part 2); A view from Poland (Part 2) – Jacek Pyżalski discusses the effects of the COVID-19 pandemic on students, teachers and wellbeing; Thirteen insights into teacher wellbeing and mental health in England; Headlines around the world: PISA (2015) Well-Being Report

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World Happiness Report 2026

Mapped: The Happiest Countries in the World, Visual Capitalist

Ranked: The World’s Richest Countries vs. the Happiest Countries, Visual Capitalist

A Nordic nation is the world’s happiest country for the ninth year in a row, CNN

The 25 Happiest Countries In The World, According To The 2026 World Happiness Report, Forbes

World Happiness Report highlights social media’s negative impact, ranks Finland as happiest country, NBC News

Social media makes people unhappy — World Happiness Report, Deutsche Welle

What the World Happiness Report reveals about social media and the world’s happiest country, AP

Australia

Australia falls to new low in World Happiness Rankings, 9 News

The authors of the World Happiness Report praised Australia’s social media ban, 9 News

Canada

Where Canada falls on the 2026 World Happiness Report, CTV News

Cyprus

Cyprus falls to 62nd in world happiness ranking as decade-long slide continues, In-Cyprus Phile News

Finland

Finland ranks as “world’s happiest country” for 9th year in a row, YLE

France

‘Harm at a population level’: World Happiness Report flags social media’s negative impact, France24

Germany

World Happiness Report: Finland tops the list – where does Germany stand? Deutschland

Greece

Greece and Cyprus Slide in 2026 World Happiness Report, Greek Reporter

Greece experienced one of the most dramatic declines in the region, plummeting 21 places to 85th, Greek Reporter

India

World Happiness Report 2026: Finland and Afghanistan maintain top and bottom positions respectively; India improves ranking, The Times of India

World Happiness Report: Only place Pakistan is ‘smiling,’ India at 116, Herald GOA

Israel

Despite war, Israel ranks 8th in global happiness survey, same as last year, Times of Israel

Luxembourg

Luxembourg ranks ninth among world’s happiest countries, Luxembourg Times

Netherlands

Dutch drop in World Happiness ranking, social media aid decline, Dutch News

New Zealand

Kiwis aged 15-24 lag in world happiness rankings, 1 News

Philippines

Philippines inches up to 56th in global happiness index, B World Online

Romania

World Happiness Report 2026: Finland tops ranking for ninth year, Romania climbs one place, Romania Insider

Romania Insider

Sri Lanka

World Happiness Report 2026: Sri Lanka ranked among world’s unhappiest countries, Adaderana LK

Turkey

Turkey ranks 94th in world happiness report as Nordic countries top list again, Turkish Minute

United Arab Emirates

UAE first in Arab world and 21st globally in World Happiness Index, Gulf of Today

United Kingdom

Happiest countries 2026: Finland tops list as UK drops six places, BBC

What Conditions Could Foster More Balanced School Experiences? Stability & Change in the Education System in China (Part 5)

Can the changing economic, political, and demographic conditions in China combine with growing concerns about students’ mental health and wellbeing to create a more balanced education system? Thomas Hatch explores this question in the final post in a series that shares his reflections on his conversations with Chinese educators and visits to Chinese schools over the past two years. The first post in this series explored some of the “niches of possibility” within the conventional Chinese curriculum and schedule that may foster the development of more student-centered approaches. The second post reviewed changes in educational policy in China that may have created some additional flexibility for schools to pursue innovative educational approaches and reinforced exam pressures at the same time. The third post discussed how one experimental school is trying to take advantage of AI to support students’ learning and development and the fourth considered recent efforts to respond to growing concerns about students’ mental health.

For other posts on education and educational change in China see “Boundless Learning in an Early Childhood Center in Shenzen, China;””Supporting healthy development of rural children in China: The Sunshine Kindergartens of the Beijing Western Sunshine Rural Development Foundation;” The Recent Development of Innovative Schools in China – An Interview with Zhe Zhang (Part 1 & Part 2);” “The Desire for Innovation is Always There: A Conversation with Yong Zhao on the Evolution of the Chinese Education System (Part 1 & Part 2);”“Surprise, Controversy, and the “Double Reduction Policy” in China;””Launching a New School in China: An Interview with Wen Chen from Moonshot Academy;”and ”New Gaokao in Zhejiang China: Carrying on with Challenges


The elite schools I visited in China demonstrate the kinds of innovative practices that can fit into the Chinese education system even with its exam-based focus and intense academic pressures. At the same time, the academic pressures continue to constrain any attempt to change instruction and spread more student-centered pedagogies on a wide scale. Although it seems that there may be no way out of the “trap” of increasing academic pressure, it’s also clear that the Chinese education systems has changed substantially over the past thirty years, in concert with significant developments in the demographic, economic, technological and political conditions in China.  These realities left me wondering: Could China leverage the changing societal conditions to create more balanced educational experiences for future generations of students?

Changing conditions in China over the past 30 years

In China, the massive expansion of education at every level, and particularly the growth in the number of university places could have helped to lessen some of the exam-based pressure on students. However, those developments took place along with the massive growth in the Chinese population to over 1.3 billion people by 2010. At the same time, almost 800 million people have lifted themselves out of poverty and China’s middle class, now the largest in the world, includes over 500 million people.  Even with the substantial increases in the number of colleges and universities, those developments mean that many more parents aspire to get their children into a handful of top institutions of higher education and many more students are competing for those limited places.

Further fueling the pressure is a substantial rural-urban divide, with students in rural areas experiencing much more difficult basic conditions and much less chance of getting a good education, getting a good score on the Gaokao, or getting into college. Although most villages had a primary school of some kind in the 1990’s, as birth rates fell and rural parents migrated to cities to take advantage of the economic opportunities, almost three-quarters of all primary schools – around 300,000 – were closed. As a consequence, some children have to travel long distances to school and others spend the school week at boarding schools, including what are estimated to be some 60 million “left-behind children” whose parents could not take them when they migrated to find work. As of 2015, there were about 100,000 boarding schools in rural China, with an estimated 33 million children living in them, including about 12% of primary school children and 50% of rural secondary school students. Crucially, the difficult conditions contribute to the gap between urban and rural students in high school completion and access to higher education. 

Recent changes in birth rates, employment, and college enrollment 

But conditions are changing again – fast. Births in China have now declined so much that the birth rate in 2023 was about half of what it was in 2015 only eight years earlier. The population decline in 2023 was also twice as large as it was in 2022, the first year the population dropped in 60 years. China’s economic growth has now slowed to one of its lowest rates in more than three decades; a real estate crisis has contributed to plunging house prices; and unemployment among youth has been so bad that in 2021 more than 70% of those 16 – 24 year-olds who were unemployed in Chinese cities had a college degree. By 2023, once the overall youth unemployment rate passed 21% China temporarily stopped reporting the figures. In 2024, with a new measure that excludes students, youth unemployment still stood at over 14%. At the same time, the expansion of higher education has continued while employment opportunities for post-secondary graduates have dropped. In 2024, only half of the 11.58 million graduates have gotten a job or gained admission to postgraduate study. Recognizing that problem, the Chinese government has encouraged universities to admit many more masters and doctoral students, leading enrollments in graduate programs to double between 2010 and 2021.

Number of total enrollments for graduate students (2010–2021). Graduate Education in China

Unfortunately, the glut of college graduates, in turn, has contributed to diminished job prospects for many of those who worked so hard for good grades and high scores on the Gaokao. As one researcher at China’s National Institute of Education Sciences put it, college graduates should lower their expectations and look for jobs in sectors such as food or parcel delivery; other reports claimed masters degree recipients were taking on jobs like trash collectors. These changing circumstances challenge the very idea that schools are a vehicle for upward social mobility As one joke puts it: “The mortgage is nearly 10 million, the spouse does not work, and the second child is studying abroad. This is simply the three things that will cause the middle class to fall back into poverty.” Given these developments, some researchers see a recent drop in the number of graduate school applicants as a “return to rationality” Perhaps, the latest generation of Chinese students are beginning to recognize that postgraduate study can no longer guarantee them a better job.  

Under these demographic and economic conditions, it’s possible to imagine scenarios where the seemingly inevitable increases in academic pressure and competition might subside somewhat. After years of urbanization that exacerbated the rural-urban gap in educational and economic prospects, a “reverse” migration and a redistribution of the population back to smaller cities and rural areas may be underway. Rural – urban migration had already slowed down before the COVID pandemic, and China’s statistics bureau reported that there were almost two and a half million fewer migrant workers in urban areas in 2021 than there were in 2019, with more migrants staying closer to home. That reversal has been aided by the development of the digital economy and opportunities for remote work as well as by longstanding restrictions that make it difficult, if not impossible for migrant workers to access housing, schooling for their children, and other benefits.  

Since 2012, the Chinese leadership has also made reducing the gap between urban and rural development a priority, and the government has supported investment in rural areas through a variety of policies. In 2015, for example, the General Office of the State Council of China issued the “Opinions on Supporting Migrant Workers and Others Returning to their Hometowns to Start Their Own Business” to encourage migrant workers, college students, and retired soldiers to return to their hometowns to start new businesses. in 2017 those efforts took off with the announcement of a “rural revitalization” strategy. That strategy seeks to make China self-sufficient in terms of food production and consumption and focuses on modernizing agriculture and rural areas by 2035. Policies and investments are designed to accomplish critical tasks like ensuring the grain supply, developing high-quality rural industries, increasing farmers’ incomes, and fostering a beautiful countryside. The strategy is encouraging a generation of “’new farmers,’ mostly well-educated young people with new ideas and skills,” to move from big cities to the countryside. In 2021, 1.6 million more people returned to the countryside than in 2019, with the government reporting that more than half of the entrepreneurial projects it supported focused on using livestreaming and other online methods to sell products. 

Taken together, these changes could encourage many more students and their families to stay where they are and to take advantage of the massive growth in higher education outside the major cities. With a decreasing population more distributed around the country there could be fewer students competing for an expanded number of places in colleges and universities. At the same time, if more youth recognize that academic competition is not yielding the access to elite universities or job prospects that previous generations expected – and they see that more studying does not necessarily lead to better results – academic pressure could subside further. 

New developments in curriculum, technology, and assessment?

A new set of curriculum standards and new textbooks may also help to fuel this shift, providing a policy context that can encourage many schools to pursue more student-centered learning. As one description of the changes put it, beginning in 2024 with the initial introduction of new textbooks, “compulsory education will enter a new era in which new curriculum standards, new textbooks, and new classrooms are mutually compatible, from the past ‘educating for scores’ and ‘educating for abilities’ to the comprehensive deepening of ‘educating people.’”

The new curriculum and textbooks continue to highlight the learning of subjects but promote a change in focus from “fragmented class objectives” to more integrated and systematic unit objectives, a new emphasis on the transfer and application of knowledge, and a transition from “practicing questions to solving problems.” The math textbook, for example, has added two “mini-projects” for each semester that are supposed to take up at least 3 lessons. The changes in the English textbooks create another niche of possibility for more interdisciplinary and student-centered learning by spending less time on grammar and organizing each unit around theme-based projects. Changes being made in the questions for the Gaokao to focus more on applications of knowledge and on problem-solving rather than on memorization could play an important part in this shift. 

Technological developments could also facilitate the development and spread of innovative practices by facilitating more personalized learning experiences and contributing to more powerful assessments. Although these new technologies and AI could be used to teach students more and more traditional content and skills more quickly, they could also help to make conventional instruction much more efficient. As the efforts of the teachers at the Suzhou Experimental Primary School demonstrated, AI could also create more space and time for student-centered learning experiences and to support the development of a much wider range of interests and abilities and student wellbeing. Of course, such technological development in schools depends on close cooperation between AI and tech companies and Chinese schools as well as the Chinese government’s continuing efforts to support digitization of schools and teaching in remote rural areas. 

As I have argued in “The power of condensing the curriculum,” all of these demographic, economic, political, technological and educational changes could create the opportunity and incentives to reduce the time spent on exam preparation and create more balanced school experiences. All of these are enormous “if’s,” however. Predicting generational attitudes, in particular, is far from an exact science and certainly not something to count on. As Yong Zhao, a well-known expert on educational change and China told me in my interview with him before my first trip, “China will not drop the Gaokao,” and taking the “tang ping” route for many is a risk that could have consequences like social isolation, diminished economic potential, and a lower standard of living. 

A perfect storm or just another typhoon? Changing society, changing beliefs, changing schools

In the end, real changes in the academic pressure, and expanding support for a wider range of abilities and student mental health and wellbeing in China, as in the US and education systems, depends on the “perfect storm” of changes in education policies, technologies, economic and demographic conditions, and changes in the deep-seated values and beliefs that sustain conventional school practices. 

As important as the Gaokao may be, by the time I left China I was convinced that the Gaokao is just an expression and manifestation of a basic belief that those who score the highest, those who work the hardest, deserve the riches they accumulate. In that sense, China may not be that different from the United States, where that same kind of belief in individual achievement sustains a highly inequitable system and the conventional modes of instruction and schooling it relies on. 

As Daniel Markovitz argues in The Meritocracy Trap, in the US, success in school and in life is generally seen as a product of an individual’s talent and effort. Similarly, failure – in terms of poor grades, the inability to get into a good college, get a good job, or make a good living – is often cast as a personal failing rather than a manifestation of systemic inequalities. From this perspective, those who score high on exams, secure admission to an elite college, become CEO’s or make billions of dollars deserve the rewards and riches they have attained. My conversations with many of my colleagues and many students in China seemed to echo these beliefs, as they noted that competitions and rankings, including the Gaokao, provide the best way to identify those who will be most successful despite the pressure and the problems it produces. Those beliefs also contribute to an internalization of failure and feelings of shame, with many students worrying that with poor performance in school or on the Gaokao they are letting their families down. 

Changing any education system depends on understanding the complex interplay of historical, geographic, demographic, economic, political, and cultural conditions that produced the schools, policies, and practices that operate today. But it also means confronting those conditions, while embroiled in them. We can look for leverage and open up opportunities for people to expand their views, question their values and beliefs, and develop alternative points of view that might support the emergence of new institutions, structures, and practices over time.  Perhaps these generational changes can support the emergence of a hybrid “East/West” approach to education that provides a better balance between a focus on academic achievement the development of a wider range of skills and students’ wellbeing.  

When disruption replaces support: Scanning the headlines for recent developments in US education policy

This week, IEN rounds up a wave of articles over the past 2 months about the effects of the policy changes in the first year of the current US administration. Firings, slashed budgets, lawsuits, immigration raids dominate the headlines. Despite the challenges, Congress just passed a 2026 budget that rejected the administration’s proposals to cut billions of dollars in education funding. For recent related posts see AI, Cellphones, Literacy, Students’ Mental Health, Political Turmoil and More: Scanning the Headlines for the Top Education Stories for 2025and Reform, Resistance, and More Turbulence? Scanning the Headlines for Predictions for Education in 2026

President Trump’s First Year: Education in America, U.S. Department of Education

8 takeaways from the first year of this Trump administration, EducationNC

What’s the Trump administration’s theory of action for improving schools? ChalkBeat

Trump 2.0: A sea change for K-12, K-12 Dive

Education has seen unprecedented changes in Trump’s second term, WPR

Brown Center scholars reflect on education after 1 year of the Trump administration, Brookings

11 numbers that capture the Trump effect on education, Hechinger Report

From head start to civil rights, 8 ways Trump reshaped education in just 1 Year, The74

Protesters demonstrated outside the U.S. Department of Education in March after the first round of layoffs affecting over 1,300 staff. (Bryan Dozier / Middle East Images / Middle East Images via AFP)

See all the lawsuits Filed Over Trump’s Education Policies, Education Week

Funding cuts & other disruptions

The Education Department’s efforts to fire staff cost over $28 million, watchdog says (NPR)

In Trump’s First Year, at Least $12 Billion in School Funding Disruptions, EducationWeek

Trump Slashed Billions for Education in 2025: See a List of Affected Grants, EducationWeek

Investigations and a Billion-Dollar ‘Shakedown’: How Trump Targeted Higher Education, The New York Times

See Which Schools Trump’s Education Department Is Investigating and Why, Education Week

What Trump’s $100,000 Visa Fee Could Mean for Schools, EducationWeek

Trump administration drops appeal in D.E.I. schools lawsuit, New York Times

Education Department doubles down on anti-DEI efforts, K-12 Dive

Expanded Private School Choice

Federal Program Will Bring Private School Choice to At Least 4 New States, EducationWeek

Federal Private School Choice: Which States Are Opting In? EducationWeek

Trump administration pushes for school choice expansion amid declining test scores, ABC3340

What you need to know about private school choice, K-12 Dive

As School Choice Goes Universal, What New Research Is Showing, EducationWeek

Private school choice could ‘undermine’ special education gains, COPAA says, K-12 Dive

Trump’s national school voucher program could mean a boom in Christian educationThe Hechinger Report

Anti-immigration & ICE in schools 

Tracker: ICE activity on K-12 school grounds, K-12 Dive

Minneapolis Public Schools community members demonstrate in Minneapolis, Minn., on Jan. 9, 2026, following reports of federal immigration agents on school grounds in the city..Kerem Yücel/Minnesota Public Radio/AP

Immigration enforcement gets closer and closer to schools. The effects are wide-reaching, Chalkbeat

Federal immigration enforcement near schools disrupts attendance, traumatizes students and damages their academic performance, The Conversation

Parental stress, raids, and isolation: How immigration raids traumatize even the youngest children, The Hechinger Report

 ‘Band-Aid Virtual Learning’: How Some Schools Respond When ICE Comes to Town, EducationWeek 

Kids, staff, parents detained: How federal activity in Minnesota is affecting schools and students, MPR News

U.S. Border Patrol agents detain a person on the ground near Roosevelt High School during dismissal time on Jan. 7 in Minneapolis. Kerem Yücel | MPR News

ICE’S assault on a Minnesota school district, The New Yorker

Whistles and walkie-talkies: Minneapolis keeps guard over schools amid ICE arrests, Reuters

Twin Cities Parents and Educators Describe Terror of ICE Raids, Call for Help, The74

ICE detained a 5-year old Minnesota boy. School leader says agents used him as ‘bait’, MPR News

The ICE surge is fueling fear and anxiety among Twin Cities children, NPR

As ICE Targets Twin Cities Schools & Bus Stops: Even Citizens Keep Kids Home, The74

Minneapolis Schools Shut Down for 2 Days in Wake of ICE Clashes, Fatal Shooting, The74

Twin Cities Schools Offer Online Classes, The74

St. Paul schools leader: 1 in 4 students in virtual learning amid ICE surge; district tweaks grading, K-12 Dive

‘There are kids not going to school’: fear of ICE is keeping children from classes in Connecticut, The Guardian

Portland Public Schools says attendance has dropped since start of ICE operation, WGME 13

‘People shouldn’t live in fear’: Denver students protest ICE actions under Trump, ChalkBeat

Hundreds of Texas public school students walk out to protest ICE killings The Texas Tribune

Utah students walk out to protest ICE tactics: ‘Fascism has got to go’, The Salt Lake City Tribune

Thousands of students walk out of Arizona schools to protest ICE, Arizona’s Family 5

Indiana students hold ICE walkouts, Indiana Star

Thousands of students across the Bay Area walked out of schools in protest of ICE, ABC 7

Students walk out of schools in Knoxville to protest ICE, NBC 10

What do innovative schools in China look like? Stability & change in the education system in China (Part 1)

Can China reduce the pressures of the national exams that dictate which students get into top universities? Is it possible to maintain a strong academic focus and expand support for student-centered learning and students’ overall wellbeing at the same time? Thomas Hatch explored these questions during interviews with Chinese educators and visits to schools and universities in Beijing, Ningbo, and Dongguan, Shanghai, Nanjing, and Suzhuo in 2024 and 2025. Over the next few weeks, Hatch shares some of what he learned from those experiences. In the first post in this series, he describes the niches of possibility” both inside and outside the school day in China where the conditions can support more student-centered learning. In subsequent posts, he discusses changes in education policies, educational technology and AI, and other societal conditions that both support and challenge the development of a more balanced education system.  

For previous posts on education and educational change in China see “Boundless Learning in an Early Childhood Center in Shenzen, China;” ”Supporting healthy development of rural children in China: The Sunshine Kindergartens of the Beijing Western Sunshine Rural Development Foundation;” The Recent Development of Innovative Schools in China – An Interview with Zhe Zhang (Part 1& Part 2);” “The Desire for Innovation is Always There: A Conversation with Yong Zhao on the Evolution of the Chinese Education System (Part 1& Part 2);” Beyond Fear: Yinuo Li On What It Takes To Create New Schools (Part 1);” “Everyone is a volcano: Yinuo Li On What It Takes To Create A New School (Part 2);” “Surprise, Controversy, and the “Double Reduction Policy” in China;” ”Launching a New School in China: An Interview with Wen Chen from Moonshot Academy;” and ”New Gaokao in Zhejiang China: Carrying on with Challenges.”


The schools I visited in China were stunning. They were elite schools – public, private, and international – in major cities like Beijing, Shanghai, Ningbo, and Dongguan. Each school had tremendous resources far beyond what a typical school in China might have. What’s more, these schools had facilities that rivaled – or surpassed – those of any of the top schools I have visited in the US, Finland, and Singapore. These schools in China are still focused on conventional academics and on preparing students for exams and college admissions, but they are also developing a variety of student-centered, “hands-on,” and collaborative, learning experiences that offer more opportunities for students to pursue their own interests and support their wellbeing. In that sense, they are not that different from the top public and private schools in the US and around the world that are trying to implement some innovative and engaging educational approaches at the same time that they continue to prepare their students for entrance into top local and international universities. But my visits and my conversations with Chinese educators revealed strikingly different assumptions about innovation and educational change. In the US, the “innovators” I talk to are often seeking to “revolutionize” education and transform almost every aspect of schooling. In contrast, in China, innovative educators often emphasize a more incremental approach to school improvement. That approach aims to integrate a traditional focus on academic knowledge with more progressive pedagogies designed to support the development of the whole person and to foster a wider range of abilities like creativity and critical thinking.

I saw this kind of hybrid approach at almost every one of the elite schools I visited in China (as well in other schools in Asia like the Olympia School in Hanoi). Moonshot Academy, a private K-12 school launched in 2017 in Beijing, offers an education “rooted in China and oriented to the world;” the HD schools, a network of private bilingual schools with campuses in four major cities, describes their approach as striving to “foster a global perspective and integrates the best of Chinese and Western culture to develop the talents of the children it serves.” also reflects this hybrid approach. Wenping Li, formerly principal at Tsinghua University High School and a founding member and head of the Tsinglan School, a private bilingual international school, in Dongguan described Tsinglan’s approach as an “integration of Chinese and Western education, rooted in China with Tsinghua Characteristics.“ These schools, as well as a number of others I learned about, show how to create time and space to pursue more student-centered and hands-on activities, even in a system with intense academic pressure such as China’s.  

“Niches of Possibility” for Student-Centered Learning in China

Although student-centered learning activities are in some sense “countercultural” in Chinese schools (as well as in many other systems around the world), these kinds of activities do not have to be forced into the schedule to replace conventional instruction or to take time away from academic subjects. Some schools in China are finding and creating what I call “niches of possibility” where the conditions are more amenable for more student-centered learning and supporting the development of a wider range of abilities. In the process, the schools are taking advantage of places both inside and outside the regular school day where students can pursue projects and other collaborative inquiries and activities in some core courses and elective classes, extra-curricular programs, summer camps, field trips, competitions, school improvement projects, cultural celebrations and festivals.

The hallways of E-Town Primary School

In the primary schools I visited, the attention to student-centered learning, critical thinking and creativity was evident in “signature projects.”  In these projects, students worked for several weeks to solve a problem or design a product related to a particular theme or issue. Sometimes all grades and classes would focus on a broad theme like sustainability, but in most schools each grade took up a different theme like water or the seasons designed explicitly to fit the students’ interests and development levels. At the E-Town Experimental Primary School, a public school in the Beijing National Day School network, the products from these projects include cardboard houses and origami creatures that the students designed and constructed. These and other products spill out of their classrooms, taking over the hallways and serving as visible representations of the school’s philosophy and interdisciplinary approach.

At the middle school level, the student-centered projects often focused on a specific problem or issue in the local community. Students in an interdisciplinary global studies course at the HD middle school in Ningbo, for example, developed products to enhance the history and culture of their city, just south of Shanghai, the oldest and now second-largest port in China. The project, like many of the high school projects I observed, followed a design-based thinking process that included researching the history of the port and developing an understanding of the kinds of products and services that might help support tourism in Ningbo. Building on what they learned, one group of students designed souvenirs incorporating a new symbol they created to represent the city. In the process, the students not only learned about the design and manufacturing process, they also learned how to deal with a crisis caused by an unscrupulous factory owner who failed to deliver the souvenirs they had paid him to produce. Another group scripted, filmed, and edited a video to celebrate the port city, but only after having to convince city officials and security guards to fly their drone over the harbor. 

The high school facilities at the Beijing National Day School

The high schools I visited certainly emphasized preparation for college entrance exams, but students can also engage in many different self-directed, interest-based, and project-based activities. The Beijing National Day School is well-known both for the success of its graduates and for its innovative educational approach and personalized curriculum system. Encompassing both a public school that prepares students for the Gaokao and a private international school preparing students for colleges outside China, BNDS offers 327 Subject Courses, 29 Exploratory Activities, 164 Career Exploration options, and 172 Student Societies. As one teacher at the school described it, “If there are 1,000 students, then there are 1,000 different course timetables.” Although alternative schools in many contexts, often develop outside of or on the margins of conventional systems, BNDS developed their model as part of a pilot program supported by the Ministry of Education, and it has been recognized publicly for its success through awards like a 2014 designation as the only “Flagship Public School in Beijing for Comprehensive Educational Innovation.” BNDS has now expanded its approach in a network of more than thirty schools in Beijing and other areas

Other high schools I visited, such as Beijing City Academy, created a variety of inter-disciplinary courses, including research and design courses where students can develop and carry out investigations of issues of special interest to them as a regular part of their schedule. At the HD Schools network’s Ningbo High School, 9th and 10th graders can enroll in a two-year long course sequence to learn design thinking and to prepare to carry out their own research and action projects as 11th and 12th graders. Illustrating the kinds of projects I observed at many of the schools I visited, at the Shanghai Shangde Experimental School, I witnessed presentations of projects that included the design of an “anti-tipping” device to prevent classmates from tipping too far back in their chairs; a “proof” that used that used Godel’s incompleteness theorems to show that AI cannot replace human judgement in legal decisions; and the production of a competition-winning remote-controlled race car.  

As a result of these developments, even with most classes devoted to conventional academics, students at these schools now encounter repeated opportunities to engage in projects throughout their K-12 experience. At the Tsinglan school, those opportunities include, at the kindergarten level, an investigation of their community that results in the development of a brochure introducing new teachers to local resources and sites; science fair projects in primary school; a 5th grade service project linked to the UN’s Sustainable Goals; end-of-the-year capstone projects in 6th and 7th grade and a culminating “passion project” in 8th grade. Although the emphasis on preparation for college ramps up at Tsinglan’s high school, students can also participate in a “project-period” (after AP exams and other tests have been completed in May) in which they develop a research project in a subject of interest and complete it with some guidance from a mentor. 

Research projects from City Academy

Creating supports and incentives for student-centered learning 

The schools have also found ways to demonstrate the value of innovative educational activities by connecting student-centered activities to field trips and cultural explorations and competitions, cultural celebrations and longstanding Chinese values and traditions.  These strategic moves help to create more supportive conditions for developing a “hybrid” system combining key elements of Chinese and Western educational approaches.

 Field trips 

Beijing City Academy has embedded research and design projects in an extensive set of field trips where the trips themselves provide students with the rewards for their hard work. These efforts began with a one-day trip to a local site and then a two-day camping trip for the 4th grade students. Building on the initial success and popularity of those projects, the trips have now grown to include a week-long cultural exploration of Beijing for students at many different levels, and, for older students, a three week-long cultural exploration of a site somewhere in China. Those extended trips generally involve a week for the students to prepare; roughly a week for the visit; and a week of activities in which the students follow-up and reflect on the experience. These trips usually culminate in performances and presentations where the students shared what they learned (and demonstrate the value of the trips) to their peers, parents and teachers. Notably, the high school students can also elect to work with their teachers in designing and organizing the trips, including booking hotels, arranging transportation, and taking care of other trip logistics.  

Cultural festivals, community-wide celebrations, and competitions

The schools I visited also take advantage of holidays, cultural celebrations, and community-wide events to provide a meaningful context for students to pursue projects, make presentations, and create performances. At BNDS, for example, one teacher in a Chinese literature class engaged her 7th & 8th grade students in a project to learn about “coming-of-age” ceremonies in different communities. In the project, students researched youth development and related ceremonies; wrote reports on what they learned; and produced “flash talks” in which they summarized their reports in 1-minute speeches. The class voted to determine the best speeches, and then the winning students performed their speeches at a ceremony in front of the whole school. At the HD School in Ningbo, middle school students organized a “Cyclathon” to raise money for a local children’s hospital. That event, like other public events at the school, provided opportunities for students to set up booths to sell products they had made and to share performances they had been working on at the same time that they gave members of the wider school community the opportunity to see the value of these student-centered activities

The HD School “Cyclathon,” covered in a local news broadcast

Similarly, at BNDS, every year on the Friday after the college entrance exam, students participate in the “Red Window Fair,” a community wide festival in which students present and share their learning results and sell products to interested teachers and schoolmates. According to the school, the products “can be derived from students’ personal interests, community activities or courses,” and “the purpose of the Red Window Fair is to drive learning motivation from the end of the course chain, improve the implementation of courses, and stimulate students’ internal motivation.” Reflecting the interest in competitions, students vie to be one of the “top ten sellers or even the sales champion” (who will be recognized at the Fair’s opening ceremony the following year), and the students can also participate in the “fierce competition of the auction.”

Many of the schools I visited also encouraged students to participate in a broad range of electives and extra-curricular programs and activities by embedding projects in contests and connecting more student-centered activities to national and international competitions in areas like robotics, debating, and sustainability. Although contests and competitions do create more pressures for students, they are also consistent with the long history of imperial exams and rankings, and they result in highly valued awards and rewards recognized in the college admissions process and by parents and the public more generally. 

Challenges for expanding student-centered learning in China

Pushing the boundaries of conventional instruction in any system is not easy.  Illustrating the challenges, one of the most innovative schools I visited in 2024, the Etu School, a private school in Beijing has faced financial and regulatory challenges that by the end of 2025 threatened to close the school. Furthermore, even if a few schools can create more innovative learning experiences, there is no guarantee that those innovations will spread across the system. Isolated successes do not necessarily lead to system-wide change, particularly when the successes depend on considerable resources and unusual conditions. 

Given the pressures and prevailing conditions, will most schools in China — just like schools in the US and around the world — find it easier to focus on the “innovative” activities that fit into the conventional system with the least disruptions? Schools might adopt just one project period or field trip or cultural experience or celebration (after exams are over) without creating a better balance between conventional and more student-centered activities. What’s more, concerns about the quality of public performances and products and the desire to win competitions might also encourage teachers and parents to dive in and take over or to try to “game the system” to ensure that their child, class or school produces the “best” project-based results. As with any “hybrid,” even innovative activities may become more conventional over time. In the process, projects and other “innovative” educational activities can find a place in the regular school day without disturbing many other aspects of conventional schooling. Under these conditions, expanding the work of innovative schools and taking advantage of the niches of possibility for supporting student-centered learning will depend on changes in many other institutions and the larger society as well. 

Next week: Can changes in education policies create flexibility in schools without increasing academic pressure? Stability & change in the education system in China (Part 2)

Centering Equity Through Historical Grounding and Collective Educational Change with Latrice Marianno

In December’s Lead the Change (LtC) interview Dr. Latrice Marianno argues that meaningful educational improvement must be historically grounded and explicitly centered on equity and justice, not treated as a side effort within school improvement. Despite current challenges, she calls for collective, systems-focused approaches that dismantle structural barriers and urges educators and scholars to continually act as if radical transformation in education is possible. The LtC series is produced by Elizabeth Zumpe and colleagues from the Educational Change Special Interest Group of the American Educational Research Association. A PDF of the fully formatted interview will be available on the LtC website.

Lead the Change (LtC): The 2026 AERA Annual Meeting theme is “Unforgetting Histories and Imagining Futures: Constructing a New Vision for Educational Research.” This theme calls us to consider how to leverage our diverse knowledge and experiences to engage in futuring for education and education research, involving looking back to remember our histories so that we can look forward to imagine better futures. What steps are you taking, or do you plan to take, to heed this call? 

Dr. Latrice Marianno (LM): Recently, I had the opportunity to attend the Association for the Study of Higher Education’s (ASHE) annual conference in Denver. During my time there, I visited the Museum for Black Girls and encountered this quote from Angela Davis above one of the exhibits: “You have to act as if it were possible to radically transform the world. And you have to do it all the time.” For me, this quote embodies the work before all of us. To heed this year’s call, I am continuing to deepen my work around equitable school improvement in a few ways.

Latrice Marianno, Ph.D.

First, I am ensuring that my work is continually grounded in the historical context that has produced and/or maintained the inequities we continually see in education. Critical policy genealogy, which focuses on understanding the origin and evolution of policies (Brewer, 2014; Meadmore et al., 2000), is something I have been drawn toward and intend to engage with more deeply. I find it critically important to understand how policies came to be and the issues those policies were intended to address as that insight can shed light on how educational policies create or maintain inequities. One example that illustrates the importance of understanding the histories of educational policies is the history of state teacher certification policies. While characterized as a policy aimed to enhance the professionalization of teachers (e.g., Hutt et al., 2018), requirements for teachers to pass exams to become certified have long reinforced inequities in access to entering the teaching profession (e.g., Carver-Thomas, 2018). Understanding the history of these policies means an awareness that these certification policies were popularized as a way to justify lower pay for Black educators and later the displacement of Black educators (e.g., Fultz, 2004; Tillman, 2004). Remembering our histories is a necessary foundation if we are to reimagine educational systems.

Second, I will continue focusing on interrogating systems, policies, and practices in educational spaces both in my teaching and scholarship. My work focuses on examining how school improvement systems can be reimagined and redesigned to better support educational leaders to engage in meaningful and justice-centered improvement. For example, Marianno et al. (2024) focuses on state-influenced school improvement plan templates and the extent to which educational leaders are prompted to think about and address inequities. This work opens a conversation regarding how this tool (i.e., school improvement templates) might be redesigned to support educational leaders to center equity in the school improvement planning process. Currently, I teach in a principal preparation program which has allowed me to continually engage with educators and aspiring educational leaders around what this could look like in practice. My teaching allows opportunities for me to learn from and alongside my students as we collectively think about the supports, tools, and professional learning that support educational leaders to think critically about equitable school improvement and act on those commitments in sustainable ways. For example, in my course on data-driven school improvement, we use Bernhardt’s (2017) program and process evaluation tool to prompt them to think about ways school policies and practices create or maintain inequities – an activity they have found useful in prompting them to notice and reflect on inequities within their schools and districts.

Featured Exhibit at the Museum for Black Girls

Finally, I am committed to supporting and engaging in collective futuring in educational spaces. This commitment means sharing my work in practitioner-friendly formats (e.g., policy reports, and/or practitioner journals like Educational Leadership or Phi Delta Kappan), rather than solely academic journals. This commitment also means continuing to challenge assumptions about what it means to improve a school and supporting educators and educational leaders to think critically about school improvement and educational justice as intertwined endeavors. To envision beyond our current system and imagine what could be. To “act as if it were possible to radically transform the world” and “to do it all the time.”

LiC: What are some key lessons that practitioners and scholars might take from your work to foster better educational systems for all students?

LM: Recently, my work has focused on understanding school improvement planning (SIP) processes and how educational leaders think about and work toward redressing inequities through those processes (Marianno, 2024; additional work forthcoming). Through this research, I found that educational leaders viewed equity as either an implicit part of school improvement planning or absent from that process, and that school leaders were not prompted to think about equity within the SIP process. These views and approaches undermined the district’s expressed equity focus by creating a disconnect between their policy intent and implementation. In my work, I argue for the need to explicitly connect equity with school improvement and begin to identify opportunities to center equity within a process that can often be thought of as parallel to school improvement rather than an integral part of those efforts. 

Ultimately, I hope my work inspires folks to be transgressive – to push against the boundaries of what is typically considered improvement within the current educational system (e.g., lack of explicit focus on redressing inequities within improvement efforts). To continually question the assumptions that undergird our collective work in improving education for all students, especially those from historically marginalized backgrounds. To believe in radical transformation and work toward it in our pursuit of educational justice. Toward this end, there are a few key lessons I hope folks can take from my work which collectively emphasizes the importance of being systems-focused, centering the knowledge and experiences of marginalized students and communities, and then leveraging that knowledge to design more just futures. 

First, there can be no educational improvement without a focus on redressing inequities. Too often equity is treated or understood like a side project rather than integral to the work of educational improvement (Marianno, 2024). However, as scholars like Gloria Ladson-Billings and Michael Dumas have argued, substantively improving education requires explicitly attending to the racism and antiblackness that shape the current educational system (Dumas, 2016; Ladson-Billings, 2006). 

Second, we must focus on reimagining our systems, policies, and practices toward educational justice (Welton et al., 2018). There has been a popular illustration that people, particularly in education, have used to describe equity. This illustration shows three individuals of varying heights standing outside of a fence watching a baseball game. One individual is tall enough to see over the fence without additional support while the other two need additional and varied support. While this illustration has multiple iterations, there is often a comparison between equality and equity in which equality represents everyone getting the same number of boxes to stand on, and equity representing everyone getting what they need to, in fact, see over the fence. The version that most resonates with me includes a visual representation of liberation as the removal of the fence. For me, this representation highlights how education broadly and schools specifically have been designed with particular people in mind (in this case the individual tall enough to see without additional support) and how the removal of the fence would serve everyone. I firmly believe that to ensure marginalized students have equitable and just educational opportunities, experiences, and outcomes, it is critical that our collective work (practitioners and scholars alike) focuses on removing the fences (i.e., barriers) that marginalize students and lead to inequities. Engaging in educational improvement in this way centers the experiences of marginalized students, such that educational spaces are designed with them in mind.

Finally, we must recognize the value of collective knowledge and experiences. Brandi Hinnant-Crawford (2020) notes that we need to “intentionally harvest the collective wisdom of many” to “envision better and plot a course for how to get there” (p. 43). That is, futuring for education requires honoring and valuing the knowledge and expertise of diverse stakeholders – teachers, educational leaders, students, and caregivers. In particular, we need to view students and caregivers as valuable partners who can aid in both addressing the educational problems schools are facing and support imagining an otherwise. 

LtC: What do you see the field of Educational Change heading, and where do you find hope for this field for the future?

LM: Honestly, I’m not sure where I see the field of educational change heading. The current climate makes that picture a bit hazy for me. We’re in such a significant period of retrenchment with attacks on academic freedom in higher education, undermining of public education through funding cuts and dismantling the Department of Education, and backlash for anything remotely equitable or inclusive. It is disheartening, though unsurprising. This moment in our history reflects longstanding patterns in American history where movements toward justice are met with resistance and retrenchment. As Decoteau Irby’s (2021) work and the Angela Davis quote shared earlier both remind us, the current moment is a reminder that systems of oppression are constantly at work. We have to act as if we can radically transform the world all the time because systems of oppression are constantly mutating and reinventing. With that in mind, I do have hopes for the field moving forward. 

I hope we move toward deeper recognition that equity and justice must be central to educational improvement, not a side project or parallel effort. This is the work. There is no meaningful school improvement work divorced from a focus on educational justice. In my own work, I’ve seen how educational leaders are often unclear about how to integrate equity into improvement work or treat equity as an implied focus undergirding their improvement efforts but in ways that actually undermine those efforts (Marianno, 2024). Specifically, district leaders viewed equity as an implied focus and foundation of all of their school improvement efforts. However, this approach led school leaders in that district to believe that equity was absent from the process altogether and left them unsure of where and how to integrate equity in their improvement efforts because it was not explicitly discussed. Moving forward, I hope we regard equity and justice as non-negotiables that guide how we define problems, reorganize educational systems, and measure the success of educational improvement efforts. 

I hope we move toward a more historically grounded approach to school and systems improvement. To meaningfully redress inequities, we must understand how past policies and practices created the systems we currently have. Tracing policy histories, such as the racialized roots of teacher certification requirements or gifted education (e.g., Mansfield, 2016), reveal that many present-day inequities are not accidental, and reinforces the understanding that policies are not neutral. I hope the field continues to deepen its engagement with historical analysis, recognizing that remembering the past is essential for imagining futures that depart from it. 

I hope the field continues to shift toward more systemic and collective approaches to educational improvement. When working with aspiring educational leaders in my course on data-driven school improvement and building on the work of scholars like Brandi Hinnant-Crawford (2020), I find they often leave the course with a better understanding of how school systems, policies, and practices shape disparities within their schools and districts and the importance and value of collective approaches to their improvement work. This is my hope for the field – that we engage these ideas not just intellectually but as part of our praxis. 

Despite the current moment we’re in, I hope that both scholars and practitioners act as if radically transforming education is possible – and that they do it all the time. 

Justice-Oriented Educational Change Through Community-Led Solutions: A Conversation with Edwin Nii Bonney

In November’s Lead the Change (LtC) interview Edwin Nii Bonney emphasizes that educational research and practice must “look back” by acknowledging colonial legacies and marginalized histories while “looking forward” by centering Indigenous, vulnerable, and community voices. His work highlights deep listening, intergenerational collaboration, and community-designed solutions as essential to dismantling deficit narratives and creating equitable educational systems. The LtC series is produced by Elizabeth Zumpe and colleagues from the Educational Change Special Interest Group of the American Educational Research Association. A PDF of the fully formatted interview will be available on the LtC website.

Lead the Change (LtC): The 2026 AERA Annual Meeting theme is “Unforgetting Histories and Imagining Futures: Constructing a New Vision for Educational Research.” This theme calls us to consider how to leverage our diverse knowledge and experiences to engage in futuring for education and education research, involving looking back to remember our histories so that we can look forward to imagine better futures. What steps are you taking, or do you plan to take, to heed this call? 

Dr. Edwin Nii Bonney

Edwin Nii Bonney (ENB): As someone who grew up in Ghana and went through K–12 and college there, I have come to appreciate the wisdom of my elders. That wisdom, often carried in proverbs and the principle of Sankofa, reminds us to look back and learn from the past so that we do not repeat its mistakes. In my scholarship, I wrestle with the reality that educational systems remain deeply embedded in coloniality. We are still grappling with the legacies of colonialism especially in the global South, and those legacies have not disappeared (Bonney, 2022). They persist in the languages we speak and use to instruct students, the books we read, our perceptions of ourselves, our standards of beauty, and even our justice systems (Bonney, 2023; Bonney et al., 2025a). Colonialism continues to shape much of who we are and how our societies function. It is essential that we acknowledge that the legacies of colonialism are still with us. It was not that long ago, and its effects continue to reverberate in our educational systems and beyond. 

Having lived and schooled in four different countries, I have come to realize that in every society there are marginalized and vulnerable groups. The dominant discourses in any context, whether social, cultural, or educational, are often so pervasive that marginalized voices, ideas, and ways of knowing are easily erased or silenced. Indigenous wisdom, local knowledge, and community customs are frequently pushed aside. This understanding shapes how I approach my scholarship. We must continually examine how educational leadership, policies, and practices have historically and presently marginalize the ways of being, speaking, and doing of those who are not part of dominant groups. Whether in the United States, Ghana, or elsewhere, there are always minoritized voices whose perspectives are excluded from how education is designed and enacted. Because of that, I believe it is vital to ask how we center the ways of speaking, knowing, and being of Indigenous, marginalized, and vulnerable communities in education. How do we ensure that their experiences and insights shape what we study, how we study it, and how we interpret what we learn?

In my own scholarship and service, I see my role as coming alongside communities and families, not as an expert above them but as a partner who recognizes them as experts of their own experiences. They understand the root causes of the challenges they face and often hold the wisdom to identify meaningful solutions. In Bonney et al. (2025a) in listening to students who had not been able to obtain passing grades in Math, many of them, after retaking the exam multiple times, I learned that they struggled to understand and make sense math concepts taught in English. They felt like failures until they went against the norm as experts of their own experiences to learn in their native languages. Learning in their own native language according to these students brought them success on the first try even though the system told them it was impossible. As we think about the future of education and research, we must keep asking: whose voices are missing from the table? Whose perspectives are absent from the design process? Which families are not engaged in our schools, and how do we empower them to participate fully? We must always ask who we are not serving well and how we can do better. When we look back at history, we see that we have not always served everyone equitably. Therefore, it must remain at the forefront of our work in education to ask, whose voices are we still not hearing?

LtC: What are some key lessons that practitioners and scholars might take from your work to foster better educational systems for all students?

ENB: Much of the work I do alongside educational leaders, students, and families begin with listening. It starts with listening deeply to the experiences of different groups and how they encounter systems of oppression. This kind of listening is to not to defend or to critique but to learn from their perspectives, their realities, and their ways of knowing and being. The next principle is building relationships across generations and forming coalitions among groups who are affected by similar problems of practice or systems of oppression. When these coalitions come together around community-informed problems and community-designed solutions, we are better able to address the issues that matter most to them. In Bonney et al. (2025b), I share about a community-based organization that brings together everyone in their village from as young as seven years to as old as 80 years. The organization gathers the elders to recount stories about the history of their community in their native language. The young people record and document the oral history and then create plays in their native language, where they dramatize the stories on digital media and on stage to be a resource for local schools because there were no resources to teach their native language other than English. This community led movement was in decreasing use of their native language. Communities understand their own challenges, and when they help design the solutions, those solutions are more authentic, effective, and sustainable (Costanza-Chock, 2020). Through these relationships and through genuine listening, we can begin to challenge deficit discourses and narratives that blame individuals instead of systems for the inequities we see in education. Deficit thinking overlooks structural causes and often misplaces responsibility. But lasting change requires us to shift our attention to the systems, policies, and practices that create and sustain inequity. 

Change in education will come only through broad coalitions that include not only researchers and educational leaders but also students, teachers, families, community members, elders and even naysayers. Their knowledge, lived experiences, and cultural wisdom are essential for reimagining a more just and equitable educational future. As we engage in this work, it is important to keep asking which solutions are working, for whom, and under what conditions (Hinnant-Crawford, 2025). Sometimes a solution may appear successful in one area but create unintended problems in another. When that happens, we must be ready to respond quickly to stop any harm. Change is not static; it is a continuous and reflective process. At the heart of this work is a simple but powerful truth: we must be intentional about involving those most affected by the problems we aim to address. We must center community expertise, engage families and students as co-creators of change, and together expose even small variations in outcomes for students as opportunities to learn. Finally, we must continue to seek out and listen to the voices and stories of those still impacted by systems of oppression or persistent inequities. Because meaningful change in education begins with listening, building relationships and broad coalitions that endure when we work together to challenge inequitable systems and co-create a more just future. These are the foundational blocks to a justice-oriented improvement approach to undo oppressive systems in education.

LtC: What do you see the field of Educational Change heading, and where do you find hope for this field for the future?

ENB: The nature of change is that it always comes with uncertainty. Sometimes that uncertainty can bring frustration on one hand or excitement on the other. We can never fully know what the future holds or what the field might look like. We cannot predict what new policies, reforms, or interventions will emerge, or what discourses will shape the field. What I do know is that we can always look back to learn. We can recognize that, as a society and as a field, there are things we’ve done well and others we have not. One of our core goals must be to serve all children well. That means preparing researchers, educational practitioners, students, and teachers so that we can meet the diverse needs of all types of learners. It also means continuing to prepare teachers for a field that is increasingly complex with diverse students who have diverse needs. It also means preparing educational leaders to create inclusive and collaborative environments that enable teachers and staff to do their best work to serve students equitably. 

So, although there is uncertainty about the future, one thing we can hold on to is that we know what we value and how to prepare for that future, whatever it looks like. More than what gives me hope is what energizes me. In Bonney et al., (2024) we created an edited volume, to center and hear from educational practitioners on the front lines and how they work with students, teachers, parents, and community to tackle problems of practice in their local schools and districts. In times of uncertainty, the best people to hear from are those on the front lines. Working alongside with these scholars, educational leaders, and practitioners, in the trenches trying to figure out how to serve all students well makes me expectant that things will change continuously for the better. They’re asking critical questions: How do we better support our teachers? How do we solve problems of practice? How do we address discipline issues or chronic absenteeism? How do we engage families more effectively? How do we reduce the overrepresentation of Black and Brown students in special education? How do we increase their representation in gifted and Advanced Placement courses? These are the kinds of questions that inspire hope for the future. Even though the future may be uncertain, we can still prepare for said future. Personally, I am not as concerned about where the field of educational change is heading but rather about preparing my students and practitioners for today’s challenges. I believe that the same justice-oriented and community-centered approach to solving today’s problems will help us address the problems of tomorrow.

Teaching in the Age of Generative AI: Lead the Change Interview with Bernardo Feliciano

In October’s Lead the Change (LtC) interview Bernardo Feliciano’s discusses his work through the AITeach Co-design Lab at UMass Lowell; this work brings educators, researchers, and technologists together to co-create strategies and tools for teaching in this age of AI. The LtC series is produced by Elizabeth Zumpe and colleagues from the Educational Change Special Interest Group of the American Educational Research Association. A PDF of the fully formatted interview will be available on the LtC website.

Lead the Change (LtC): The 2026 AERA Annual Meeting theme is “Unforgetting Histories and Imagining Futures: Constructing a New Vision for Educational Research.” This theme calls us to consider how to leverage our diverse knowledge and experiences to engage in futuring for education and education research, involving looking back to remember our histories so that we can look forward to imagine better futures. What steps are you taking, or do you plan to take, to heed this call? 

Bernardo Feliciano (BF): Currently I am working with colleagues to build a co-design lab that brings together educators from very different contexts to develop approaches to teaching and learning in a world where generative AI is a reality. The lab is called the AITeach Co-design Lab @ UMass Lowell. (The hyperlink goes to one of many one-pagers we have been developing for partners representing different disciplines and sectors).

Bernardo A. Feliciano, Ph.D.

In the AITeach Co-design Lab, as collaborators we aim to create a structured space where we as a diverse group of educators, researchers, and technologists co-develop practical tools, strategies, and prototypes that respond to the reality of generative AI in education. The intention is not only to design usable products but also to study how to structure co-design itself to help schools navigate AI’s challenges and opportunities. In our co-design sessions, educators, researchers, and technology build spaces where we can address challenges in education and AI that are too complex for any one actor to solve (Snowden & Boone, 2007; Senge, 1990). The Lab functions as a structured environment where we can bring our problems of practice, iterate on small pilots, and use those cycles to build local capacity rather than waiting for top-down policy.

As an adjunct professor, I am also teaching a class on family and community engagement with schools. These roles constantly remind me that people bring distinct personal, professional, and institutional histories into every space. For me, futuring is less about projecting a single vision of “Education with a capital E” and more about the relational, actor-to-actor work of helping people shape their futures from the personal, professional, and institutional histories they inherit. That’s the direction my work is taking me.

The way I approach this is by convening diverse groups around developing tangible projects. The process matters as much as the specific product, whether it’s a research article, curriculum binder, a chatbot teaching/learning companion prototype, or a strategy for helping parents connect to schools. What is essential is how people can communicate their histories, connecting, adapting, negotiating, and reworking them to address problems in the present into a viable future. The varied personal and institutional histories participants bring are neither external resources to be tapped nor barriers to be overcome, but active materials in our negotiation of effective, situated teaching and learning. Innovation emerges as members work through these histories, adapting them in relation to one another to meet particular needs. I may not care whether my own work is labeled research, practice, or a mix of both, but as co-designers we must respect each other’s perspectives, even as those perspectives shift through negotiation. AI brings this into focus. At its core, AI is an immense bank or reservoir of the past, trained on and providing access to what is already known or has already been done. The future is not contained in the AI itself—nor can it be left to AI to imagine for us. The future comes from how we draw on that past to build something meaningful with and for the people in front of us. We explore generative AI as both a design partner and an object of study. Co-designers prototype tools like tutoring agents or parent communication bots, while also interrogating what it means to teach with, against, or around AI in everyday classrooms.

Of course, I have to use my own history, experience, and learning as a researcher, teacher, administrator, entrepreneur, and non-profit professional to leverage the network of histories that generative AI offers. But more than before, I can inform, contextualize, and connect the convening and teaching I do now with the work of so many more people and peoples (to some extent) who came before.

LtC: What are some key lessons that practitioners and scholars might take from your work to foster better educational systems for all students?

BF: One lesson is that teachers cannot be treated as passive implementers of someone else’s design. Too often, educational change is imagined as developing a curriculum or program in one place and distributing it everywhere. That assumes context does not matter and is peripheral rather than integral to learning and teaching. Our relationship to knowledge is always relational and always contextual.

Education has always lived in the complex space where cause and effect are only clear in hindsight (Snowden & Boone, 2007). Simon (1973) describes these as ill-structured domains existing in a state of dynamic heterogeneity in which diverse elements and relationships continually shift, preventing stable equilibrium and requiring ongoing adaptation (Pickett et al., 2017). Ill-structured problems cannot be solved by importing outside solutions but only by negotiation among those struggling with them. I do not believe that educational change—or improvement—comes from a fixed product or process delivered with fidelity. It is an ongoing process of learning through which people shape what they inherit—choosing what to keep, what to adapt, what to reject, and what to forget. It is a process I have found universally involves dynamics of local alliances, conflicts, and negotiations. The lesson I take from this is that if you want to improve schooling, you have to engage with the people who are doing the teaching and learning.

Working on my dissertation underscored this point. I wrote about using one-on-one meetings in a researcher-practitioner partnership to organize co-designing a computer science (CS) curriculum for middle schools. My experience brought home to me that there is no such thing as “shared understanding.” What emerges is never a single, final agreement but alignment good enough to act together, sustained through negotiation as perspectives shift. For example, teachers and researchers sometimes differed on how much detail a lesson plan should contain. Some wanted highly specified steps, others only broad outlines. Rather than force uniformity, we kept both versions and moved forward. That flexibility allowed the work to continue without pretending the difference had been resolved.

My work with different kinds of organizations has shown me how funding and infrastructure shape what is possible. This point is kind of obvious but still seems to bear repeating. Creativity and goodwill are not enough without sustainable and intentional support. For example, in the CS Pathways partnership, we shifted from MIT App Inventor to Code.org’s App Lab during remote learning. That solved one problem but created new ones around district procurement and accounts, showing how infrastructure shapes outcomes. In our recent Lab kickoff meeting, one participant noted that even when AI-enabled data tools existed, district procurement rules blocked their use — showing how funding and infrastructure filter what is possible.

At the same time, I saw that students’ and teachers’ own histories can be powerful resources for change, if we work out how to support them as they need to be supported.  In one part of the CS Pathways project, students framed their app design around civic issues in their community, such as neighborhood safety and access to resources. Their lived experiences pushed the curriculum beyond abstract coding skills into work that mattered locally. This reframed computer science as a civic as well as a technical practice and shaped how we sequenced and supported instruction in those classes. 

LtC: What do you see the field of Educational Change heading, and where do you find hope for this field for the future?

BF: In my experience, the field often moves toward building monoliths: “the system,” “the conceptual framework,” “the workforce,” “education technology.” Instead of these monoliths, we need to work with lesson plans and pacing decisions that make up “the system,” the overlapping frameworks that guide practice rather than a single “conceptual framework,” the varied teacher and student histories that constitute “the workforce,” and the specific tools and artifacts, from binders to chatbots, that become “education technology.” Monoliths can make things easier to talk about but also risk obscuring the negotiations and translations that are inseparable from those very systems. These relational dynamics are not add-ons. They are the system itself, as much as the actors are (Latour, 2005).  As in the earlier example of teachers’ differing preferences for lesson plan detail, the system took shape through the negotiation itself, not through a fixed agreement imposed from outside.

I would like to see the field shift toward paying closer attention to the actor-to-actor interactions and dimensions. That is where change takes shape: when people with different histories and contexts negotiate how to carry those histories forward. I see promising work moving in this direction: Playlab.ai’s participatory approach to AI tool-building, Victor Lee’s co-design of AI curricula with teachers, Penuel and Gallagher’s (2017) and Coburn et al.’s  (2021) and others’ emphasis on research–practice partnerships , and Bryk et al.’s (2015) improvement science cycles. The Cynefin co-design principles we are enacting in AITeach — probe, sense, respond — are themselves evidence of a field moving toward valuing negotiation and adaptation over fixed models (Snowden & Boone, 2007).

This is also where I find hope. In my dissertation research, I have seen how a small change in the structure of a meeting can reshape how colleagues relate to one another. Having a teacher go first in one-on-one meetings shifted the dynamic, allowing their concerns to set also frame a negotiation rather being a response to requirements. I have seen middle school students reframe ideas in ways that exceeded what I could have planned, such as attempting to build an app to help students and teachers share resources more effectively in school. Students translated apps they were familiar with into tools for their own purposes, which required reimagining instruction around their designs rather than trying to make pre-existing apps seem interesting. This approach may cause an instructional headache but least it provided an authentic motivation for learning an aspect of coding.

Some might call this the interest or work “micro-level,” but I avoid that term because it suggests hierarchies and fixed layers. I prefer to describe it as the translational dimension: the ongoing work of shaping futures from inherited histories by deciding what to keep, what to adapt, and what to let go.