This event is the latest installment of our Frontiers Conversations Series, where we host live conversations with people who are pushing the boundaries of behavioral science. The series showcases behavioral science perspectives on contemporary issues, cutting edge approaches to applying behavioral science, and conversations on the craft of behavioral science and design.
Applied behavioral scientists are united by a common aspiration: to positively influence people’s lives. However, the path to achieving this goal is a subject of ongoing and vigorous debate within the field. A pivotal discussion, set to unfold on October 14th, will bring together leading experts to dissect the efficacy of different approaches, particularly the dichotomy between influencing individual behavior (the "i-frame") and reshaping the systems in which individuals operate (the "s-frame"). This critical dialogue aims to illuminate how behavioral science can best fulfill its promise of fostering happier, healthier, and more peaceful lives.
The Core of the Debate: Individual Behavior vs. Systemic Change
At the heart of this discussion lies a fundamental question: what is the most effective lever for positive change? Should applied behavioral scientists focus their efforts on designing interventions that subtly guide individual choices while preserving autonomy, or should their primary objective be the transformation of policies, laws, and the broader socio-economic structures that shape those choices? This central tension, often framed as the "i-frame" versus the "s-frame," has become a defining characteristic of contemporary discourse in applied behavioral science.
The debate was significantly amplified by an academic article published in 2022 in Behavioral and Brain Sciences by psychologist Nick Chater and behavioral economist George Loewenstein. In their seminal piece, "The i-frame and the s-frame: How focusing on individual-level solutions has led behavioral public policy astray," Chater and Loewenstein argued that the field, in its relatively nascent stage, had disproportionately emphasized individual-level interventions. They posited that this i-frame focus, while often well-intentioned, had inadvertently diverted attention and resources away from the more profound and potentially impactful systemic changes necessary to address complex societal issues.
Their argument suggested that a decade of rapid growth in applied behavioral science, spurred by innovations like "nudging," had led practitioners—including themselves—to concentrate on modifying individual decision-making processes. This, they contended, especially in the realm of public policy, had resulted in interventions that fell short of their potential. Furthermore, they raised concerns that this narrow focus might have, unintentionally, served the interests of those resistant to fundamental systemic reform.
Genesis of the "I-Frame" vs. "S-Frame" Dialogue
The i-frame vs. s-frame debate did not emerge in a vacuum. It stems from the broader evolution of behavioral economics and public policy, moving from theoretical insights to practical application. Early successes in behavioral economics, such as Richard Thaler and Cass Sunstein’s work on "nudging," highlighted the power of understanding cognitive biases to influence choices in areas like retirement savings, health decisions, and consumer behavior. These "i-frame" interventions, designed to make desired behaviors easier or more appealing, proved effective in specific contexts.
However, as the field matured and applied behavioral science began to tackle larger societal challenges, questions arose about the scalability and ultimate impact of solely individual-focused strategies. The critique by Chater and Loewenstein suggested that while nudges could be useful, they might not be sufficient to address deeply entrenched issues like poverty, climate change, or systemic inequality. They argued that the "freedom of choice" inherent in i-frame interventions could also be a double-edged sword, potentially masking or even exacerbating underlying structural problems.
Divergent Perspectives and the Upcoming Roundtable
The ensuing discussion following Chater and Loewenstein’s article revealed a spectrum of viewpoints among prominent figures in the field. Richard Thaler and Cass Sunstein, authors of the seminal book Nudge, offered a spirited defense of their approach. Thaler, in his response, asserted that "Nudging is being framed," suggesting that the i-frame vs. s-frame distinction was perhaps an oversimplification. Sunstein countered directly, arguing that "Their complaint is baseless. In the real world of policymaking, behavioral science is mostly being used to reform systems, not to alter individual behavior." This assertion directly challenges the premise of Chater and Loewenstein’s critique, suggesting that systemic reform is already a significant focus for many applied behavioral scientists.
Adding further nuance, Michael Hallsworth, a key figure at the Behavioural Insights Team (BIT), expressed respect for Chater and Loewenstein but articulated a strong disagreement with their framing. In his commentary, Hallsworth stated, "I greatly respect the authors of the target article. However, in contrast to the target article’s assertion, practitioners of behavioral public policy are indeed involved in developing and promoting systemic solutions. Its ‘i-frame’/‘s-frame’ distinction is incoherent, unhelpful, and obscures promising future directions for behavioral public policy. Its content and presentation undermine its stated goals and encourage sweeping dismissals of the field." Hallsworth’s perspective highlights a concern that the debate’s terminology might be hindering progress rather than fostering it.
It is precisely this rich landscape of disagreement and diverse experience that makes the upcoming roundtable discussion so compelling. Scheduled for October 14th, the event will feature Editor-in-Chief Evan Nesterak in conversation with five distinguished behavioral scientists: Nick Chater, George Loewenstein, Crystal Hall, Michael Hallsworth, and Chiara Varazzani. The discussion will draw inspiration from Chater and Loewenstein’s foundational i-frame vs. s-frame debate, first articulated in their academic work and further expanded in their new book, It’s on You.
The panelists, while holding differing views on the core questions, are all seasoned professionals with extensive experience in both academic research and practical application, particularly within public policy. This shared depth of experience promises a constructive and illuminating exchange, moving beyond mere advocacy for one approach over another. The objective is not to declare a victor in the debate but to foster a deeper understanding of the various perspectives, explore areas of potential consensus and divergence, and collectively identify the most pressing questions that will propel the field forward.
The Promise and Perils of Applied Behavioral Science
The overarching goal of applied behavioral science is to leverage our understanding of human psychology, behavior, society, and culture to create tangible improvements in people’s lives. This includes fostering greater well-being, promoting healthier lifestyles, and cultivating more peaceful coexistence. However, the journey to realizing this promise is fraught with challenges, not least of which are the financial and political influences that often shape research agendas and policy implementation.
Applied behavioral scientists must navigate a complex ecosystem where funding priorities, political ideologies, and the desire for demonstrable impact can all exert pressure. This raises critical questions about intellectual independence, the ethical implications of interventions, and the potential for behavioral science to be co-opted or misused. The i-frame vs. s-frame debate touches upon these complexities, as the choice of intervention can have significant implications for accountability, the distribution of resources, and the potential for unintended consequences.

Key Participants and Their Contributions
The lineup for the October 14th roundtable brings together individuals who have profoundly shaped and continue to influence the field:
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Nick Chater: A Professor of Behavioral Science at Warwick Business School and a recipient of the prestigious Rumelhart Prize for lifetime achievement in cognitive science. Chater’s advisory roles for the UK Government and his entrepreneurial ventures, including co-founding Decision Technology, underscore his deep engagement with the practical application of behavioral science. His co-authorship of It’s on You positions him as a central figure in the current i-frame vs. s-frame discourse.
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George Loewenstein: A pioneering figure in behavioral economics, neuroeconomics, and behavioral public policy, Loewenstein is the Herbert A. Simon University Professor of Economics and Psychology at Carnegie Mellon University. His extensive work advising leading companies and government bodies demonstrates his commitment to translating academic insights into real-world impact. As co-author of It’s on You, he is at the forefront of the debate on how behavioral science should be applied.
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Crystal Hall: The John and Marguerite Walker Corbally Endowed Professor in Public Service at the University of Washington and President of the Behavioral Science & Policy Association. Hall’s experience as a fellow with the White House Social and Behavioral Sciences Team and the Federal Office of Evaluation Sciences at the General Services Administration provides her with invaluable insights into the practicalities and challenges of implementing behavioral science within government. She also brings a critical perspective on equity and justice through her co-authorship of Antiracist by Design.
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Michael Hallsworth: The Chief Behavioral Scientist at the Behavioural Insights Team (BIT), a globally recognized leader in applied behavioral science. Hallsworth possesses two decades of experience in policy development and service design for national and international organizations. His extensive academic affiliations, including distinguished lecturer positions at the University of Pennsylvania and past roles at Princeton and Columbia Universities, highlight his significant influence on both theory and practice. His critical stance on the i-frame/s-frame distinction, as evidenced in his commentary, will be a crucial addition to the discussion.
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Chiara Varazzani: Lead Behavioral Scientist at the Organisation for Economic Cooperation and Development (OECD), where she contributes to policy development across member countries. Her role as a senior visiting fellow at the London School of Economics and Political Science, coupled with her previous service on the World Health Organization’s Technical Advisory Group on Behavioral Insights and advisory work for the Australian government, showcases her broad international experience and expertise in applying behavioral science to global challenges.
Background and Historical Context of the Debate
The i-frame vs. s-frame debate is a continuation of a long-standing discussion within social sciences about the interplay between individual agency and structural forces. However, its recent prominence is directly linked to the rise of applied behavioral science as a distinct field of practice. The publication of Nudge in 2008 marked a significant moment, popularizing the idea that small changes in the "choice architecture" could lead to better outcomes without restricting freedom. This approach, rooted in understanding cognitive biases and heuristics, rapidly gained traction in policy circles worldwide.
By the early 2020s, however, a growing body of work began to question the limits of this individual-centric approach. Concerns emerged about whether nudging alone could adequately address systemic issues like climate change, persistent poverty, or deep-seated social inequalities. Critics argued that focusing solely on individual behavior might obscure the role of powerful institutions, market failures, and historical injustices in shaping people’s lives.
Chater and Loewenstein’s 2022 article provided a robust theoretical framework for these concerns, articulating the distinction between i-frame and s-frame interventions. They argued that the proliferation of i-frame solutions, while seemingly practical and often yielding measurable short-term results, could be less effective in the long run and might even deflect attention from the more challenging, yet ultimately more impactful, task of reforming the systems themselves. Their assertion that applied behavioral scientists might have "unwittingly promoted the interests of the opponents of systemic change" struck a nerve, sparking widespread commentary and debate.
The Format and Accessibility of the Event
The roundtable discussion will be conducted online, making it accessible to a global audience of researchers, practitioners, policymakers, and interested members of the public. The event is free to attend, with registration available through a provided link. Recognizing that not everyone can attend live, a recording will be made available to all registrants after the event, ensuring that the valuable insights and discussions are preserved and can be accessed at a convenient time. This commitment to accessibility underscores the organizers’ dedication to fostering broad engagement with critical issues facing the field of behavioral science.
Implications and Future Directions
The outcome of this debate has significant implications for the future trajectory of applied behavioral science. If the emphasis shifts more definitively towards systemic interventions, it could lead to greater collaboration with policymakers, urban planners, economists, and sociologists. It might also necessitate the development of new methodologies and evaluation frameworks better suited to assessing the impact of large-scale structural changes.
Conversely, a strong defense of the i-frame approach could lead to further refinement of nudging techniques and a greater focus on understanding the nuances of individual decision-making in diverse contexts. It might also prompt a re-evaluation of how individual choices interact with and are shaped by existing systems, suggesting a more integrated approach rather than a strict dichotomy.
Ultimately, the exploration of the i-frame vs. s-frame debate, as facilitated by this distinguished panel, is essential for ensuring that applied behavioral science continues to evolve responsibly and effectively. By confronting these complex questions head-on, the field can better navigate the challenges and opportunities ahead, working towards its ultimate goal of creating a more positive and equitable world for all. The conversation on October 14th promises to be a pivotal moment in this ongoing journey, offering clarity, fostering dialogue, and charting a course for the future of behavioral science application.