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RCTs to Scale: Comprehensive Evidence From Two Nudge Units

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Advanced methods in meta‐analysis: multivariate approach and meta‐regression
inferredcites →https://doi.org/10.1016/j.jpubeco.2017.02.003openalex-snapshot
The behavioralist as tax collector: Using natural field experiments to enhance tax compliance
inferredcites →https://doi.org/10.1016/j.jpubeco.2018.08.007openalex-snapshot
Experimental evidence on scaling up education reforms in Kenya
inferredcites →https://doi.org/10.1016/j.socec.2019.03.005openalex-snapshot
How effective is nudging? A quantitative review on the effect sizes and limits of empirical nudging studies
inferredcites →https://doi.org/10.1017/bpp.2018.43openalex-snapshot
When and why defaults influence decisions: a meta-analysis of default effects
inferredcites →https://doi.org/10.1037/a0033242openalex-snapshot
P-curve: A key to the file-drawer.
inferredcites →https://doi.org/10.1073/pnas.2101165118openalex-snapshot
A megastudy of text-based nudges encouraging patients to get vaccinated at an upcoming doctor’s appointment
inferredcites →https://doi.org/10.1086/730383openalex-snapshot
Funding of Clinical Trials and Reported Drug Efficacy
inferredcites →https://doi.org/10.1093/jeea/jvaa019openalex-snapshot
How Much Can We Generalize From Impact Evaluations?
inferredcites →https://doi.org/10.1093/qje/qjv015openalex-snapshot
Site Selection Bias in Program Evaluation *
inferredcites →https://doi.org/10.1093/restud/rdx033openalex-snapshot
What Motivates Effort? Evidence and Expert Forecasts
inferredcites →https://doi.org/10.1126/science.1255484openalex-snapshot
Publication bias in the social sciences: Unlocking the file drawer
inferredcites →https://doi.org/10.1126/science.aaf0918openalex-snapshot
Evaluating replicability of laboratory experiments in economics
inferredcites →https://doi.org/10.1126/science.aaz1704openalex-snapshot
Predict science to improve science
inferredcites →https://doi.org/10.1146/annurev.economics.050708.143235openalex-snapshot
The Experimental Approach to Development Economics
inferredcites →https://doi.org/10.1177/0956797617702501openalex-snapshot
Should Governments Invest More in Nudging?
inferredcites →https://doi.org/10.1257/aer.20121493openalex-snapshot
Psychological Frictions and the Incomplete Take-Up of Social Benefits: Evidence from an IRS Field Experiment
inferredcites →https://doi.org/10.1257/aer.20180310openalex-snapshot
Identification of and Correction for Publication Bias
inferredcites →https://doi.org/10.1257/aer.20190687openalex-snapshot
Methods Matter: p-Hacking and Publication Bias in Causal Analysis in Economics
inferredcites →https://doi.org/10.1257/jel.20171350openalex-snapshot
Transparency, Reproducibility, and the Credibility of Economics Research
inferredcites →https://doi.org/10.1257/jep.31.4.103openalex-snapshot
Experimentation at Scale
inferredcites →https://doi.org/10.2307/3109760openalex-snapshot
Recent Developments in Computer-Assisted Analysis of Mixtures
inferredcites →https://doi.org/10.3982/ecta18709openalex-snapshot
RCTs to Scale: Comprehensive Evidence From Two Nudge Units

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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The Fine Line between Nudging and Nagging Increasing Take-Up Rates Through Social Media Platforms
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The Limits of Nudge: Evidence from Online Property Listings
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Ethics and Terminology for Opting In and Out—In Reply
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Credibility crisis in agricultural economics
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Assessing Nudge Impact: A Comprehensive Second‐Order Meta‐Analysis
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Warning: Warnings Can Backfire Even When They Provide New and Important Information
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Nudging green food: The effects of a hedonic cue, menu position, a warm‐glow cue, and a descriptive norm
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Vaccine Incentives Harm Intrinsic Motivation: Evidence From a Priming Experiment
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Migrant children's take‐up of social health insurance: Experimental evidence from China
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Expanding access to identification cards and social programs: Experimental evidence from Panamá
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Administrative checkpoints, burdens, and human‐centered design: Increasing interview access to raise SNAP participation
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Increasing Take‐Up of Social Benefits: A Meta‐Analysis of Field Experiments
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Nudging Into the Future of Immersive Reality: A Systematic Review of Sustainability‐Orientated Nudges in Policy and the Future Role of Extended Reality ( XR )
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Nudge and Nudging in Public Policy
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Challenges for Nudging and a Framework for Assessing Them
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MineduLab, the Innovation Laboratory for a Cost-Effective Educational Policy in Peru
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Expanding Beyond Nudge: Experiences Applying Behavioral Science for Comprehensive Social Change
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eMBeDding Behavioral Sciences in International Development
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Ten Years of Ireland’s Behavioural Research Unit
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The Rise and the Fall of Governmental Nudge Units
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In This Choice Architecture and Beyond! A Quasi-Experimental Field Study Exploring Temporal Spillover Effects of Nudges
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Transforming Behavioral Science, Creatively
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Introduction
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Behavioral Insights and Public Policy
inferred← citeshttps://doi.org/10.1007/978-3-031-58531-9_5openalex-snapshot
Legitimacy of Behavioral Public Policy and Trust in Public Institutions
inferred← citeshttps://doi.org/10.1007/978-3-031-83305-2_1openalex-snapshot
Introduction: Nudging Public Policy
inferred← citeshttps://doi.org/10.1007/978-3-032-13261-1_1openalex-snapshot
Challenging the Behavioural Economics Consensus
inferred← citeshttps://doi.org/10.1007/978-3-032-13261-1_6openalex-snapshot
Why Nudge Forgood When You Can Nudge+?
inferred← citeshttps://doi.org/10.1007/978-3-032-31066-8_1openalex-snapshot
Behavioural Interventions and Adoption of Agricultural Innovations: Perspectives from Low- and Middle-Income Countries—An Introduction to the Book
inferred← citeshttps://doi.org/10.1007/978-3-032-31066-8_12openalex-snapshot
Planning, Aggregating, and Generalising Experimental Nudging Evidence in Agricultural Impact Evaluation
inferred← citeshttps://doi.org/10.1007/978-3-662-69010-9_10openalex-snapshot
Nudge, Hype, Replikationskrise: Zu unsicheren (Neben-)Wirkungen verhaltenswissenschaftlicher Steuerung
inferred← citeshttps://doi.org/10.1007/978-981-96-3845-1_6openalex-snapshot
The Appeal and Challenges of Behavioural Public Policy: A View from Central Asia
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Intergenerational Transformation of Empirical Research in Economics
inferred← citeshttps://doi.org/10.1007/978-981-97-1887-0_8openalex-snapshot
From Behavioral Economics to Behavioral Science: A Message from the “New Humans” to the “Modern Humans”
inferred← citeshttps://doi.org/10.1007/s10389-024-02304-0openalex-snapshot
Nudge interventions promoting hand hygiene: a large-scale field experiment in an industrial plant
inferred← citeshttps://doi.org/10.1007/s10603-023-09547-6openalex-snapshot
AI, Behavioural Science, and Consumer Welfare
inferred← citeshttps://doi.org/10.1007/s10640-025-01012-xopenalex-snapshot
Nudging, Fast and Slow: Experimental Evidence from Food Choices under Time Pressure
inferred← citeshttps://doi.org/10.1007/s10640-025-01018-5openalex-snapshot
Information Nudging and Monetary Incentives: A Green Partnership for Volunteering?
inferred← citeshttps://doi.org/10.1007/s10683-023-09808-8openalex-snapshot
Defaults and effortful tasks
inferred← citeshttps://doi.org/10.1007/s11098-022-01906-2openalex-snapshot
Manipulation, machine induction, and bypassing
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Changing Gender Norms Around Parenthood: Experimental Evidence from a Messaging Intervention in Uruguay
inferred← citeshttps://doi.org/10.1007/s11150-026-09847-zopenalex-snapshot
Early Childhood Education and Care and mother’s labor supply: The role of publication and weak causal design biases
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Show me the labels: Using pre-nudges to reduce calorie information avoidance
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Boosts are not Educative or System-2 Nudges
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Integrating behavioural insights in the policy process: on chances and hurdles identified by policy-makers and behavioural scientists
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Identifying behavior change interventions with deep leverage: a conceptual and qualitative case study with farmers from Germany
inferred← citeshttps://doi.org/10.1007/s13347-026-01121-5openalex-snapshot
The Not So Innocent Nudge: Why the Hooked Nudges for Smartphone Apps Undermine Autonomy
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Artificial intelligence in behavioral health economics: Considerations for designing behavioral studies
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Methodological Advances and Challenges in Methods for Eliciting Consumer Choice-Based Food Preferences
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Countering misinformation through psychological inoculation
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Non-interruptive decision support to increase appropriate screening for primary hyperparathyroidism
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Meta-nudging honesty: Past, present, and future of the research frontier
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A critical review of clinician-directed nudges
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Meta-nudging and mental health: Using social influencers to change opinions and behaviors that positively impact mental health
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The wilful rejection of psychological and behavioural interventions
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Features of successful behavioral interventions: A data driven analysis of megastudy effects
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Strategic information avoidance, belief manipulation and the effectiveness of green nudges
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Climate change education through the lens of behavioral economics: A systematic review of studies on observed behavior and social norms
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C-frame thinking: Embedding behavioral economics into ecological economics
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Towards systems-oriented behavioral ecological economics
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Social comparison nudges: What actually happens when we are told what others do?
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Prosocial and financial incentives for biodiversity conservation: A field experiment using a smartphone app
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Relative performance feedback and the effects of being above average — field experiment and replication
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College-major choice to college-then-major choice: Experimental evidence from Chinese college admissions reforms
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Enhancing sustainable consumer behaviour through Nudging: Insights from a field experiment on adoption of electronic receipts
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Social norms and individual climate protection activities: A survey experiment for Germany
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Effects of informational nudges in promoting household electricity conservation in Indonesia
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Expiration date label knowledge and food waste reduction: a synthesis and critical evaluation of policy recommendations
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Introduction to the symposium on “nudges and incentives”
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Can self-set goals encourage resource conservation? Field experimental evidence from a smartphone app
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Job market stars: Statistical significance and academic hiring in economics
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Online tutoring, school performance, and school-to-work transitions: Evidence from a randomized controlled trial
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Review: Do green defaults reduce meat consumption?
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Applying behavioral science to agriculture, food, and agri-environmental policymaking
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Application of optimal defaults to increase selection of sustainable menu choices
inferred← citeshttps://doi.org/10.1016/j.foodqual.2025.105435openalex-snapshot
Trying tongs and spoiling spoons: Effort nudges influence food consumption and may motivate healthier food decisions
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Healthy nudges: exploring their variability, limitations, and future challenges
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Changing collective action: Nudges and team decisions
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Synergies of interventions to promote pro-environmental behaviors – A meta-analysis of experimental studies
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Effectiveness of nudges for sustainable transportation: A systematic review
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Nudging in organizations: How to avoid behavioral interventions being just a façade
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Impact of self- or social-regarding health messages: Experimental evidence based on antibiotics purchases
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Property rights, factor allocation and household welfare: Experimental evidence from a land titling program in India
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How good are livestock statistics in Africa? Can nudging and direct counting improve the quality of livestock asset data?
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Large firms and the intensive margin of labor informality evidence from an enforcement intervention in Peru
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It will rain: The effect of information on flood preparedness in urban Mozambique
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Information nudges and tax compliance: Evidence from a field experiment in China
inferred← citeshttps://doi.org/10.1016/j.jebo.2025.107074openalex-snapshot
Why do some nudges work and others not?
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The limits of behavioral nudges to increase youth turnout: Experimental evidence from two French elections
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Nudge Me! A field experiment on reminders for medication adherence
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No student left behind? Relative feedback and university completion
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Paternalism after behavioral economics
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Why are replication rates so low?
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The more the better? Synergies of prosocial interventions and effects on behavioural spillovers
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Behavioural insights and environmental sustainability: Key findings and policy implications from a systematic review
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Water bottles or tap water? A descriptive-social-norm based intervention to increase a pro-environmental behavior in a restaurant
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Flexibility mindsets enhance pro-environmental behavioral intentions among those with a low pro-environmental default tendency
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A systematic review and meta-analysis of communication strategies to promote climate action
inferred← citeshttps://doi.org/10.1016/j.jesp.2026.104987openalex-snapshot
Prosocial by default: Defaults boost giving even under distraction and widespread non-responsiveness
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The A/B testing problem with Gaussian priors
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Financial Inclusion Across the United States
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Are strong neighbors good neighbors? “Doing business” spatial spillover effects and policy learning
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Preventing hazardous exposure to suspended loads with nudge interventions
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When choice matters: The asymmetric effects of precommitment implementation on healthy food choice
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Managing “Last Moment Behavior”: Non-binding target dates to reduce the spikes in task completion at deadlines
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Increasing the Take-Up of Public Health Services: An At-Scale Experiment on Digital Government
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Understanding and increasing policymakers’ sensitivity to program impact
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Motivating job seekers. A field experiment
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A Model for Rapid Innovation for Engagement, Enrollment, and Data and Sample Collection in a Diverse Cohort Study: Insights from All of Us Participant Labs
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Tainted nudge
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Targeting behavioral interventions based on past behavior: Evidence from vaccine uptake
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A theoretical framework for social norm perception
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Foretelling what makes people pay: Predicting the results of field experiments on TV fee enforcement
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Nudging people to pay their parking fines on time. Evidence from a cluster-randomized field experiment
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A systematic review of nudges on hand hygiene against the spread of COVID-19
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Nudging when the descriptive norm is low: Evidence from a carbon offsetting field experiment
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Deterrence strength in TV fee enforcement: Field evidence from the Czech Republic
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Adding nudge-based reminders to financial incentives for promoting antibody testing and vaccination to prevent the spread of rubella
inferred← citeshttps://doi.org/10.1016/j.socec.2025.102350openalex-snapshot
Comparing transparent and covert nudges: A meta-analysis calling for more diversity in nudge transparency research
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When leadership messaging fails to encourage producers’ climate action: Field experiments reveal what works in the real world
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Testing digital behavior change interventions to increase farmer enrollment in the soil passport eco-scheme: null results from a large-scale randomized controlled trial in Flanders
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Nudging toward long-term gains: Differential impacts of combined nudge strategies across age cohorts
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Improving the management of hospital waiting lists by using nudges in letters: A Randomised controlled trial
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Do nudges need a regulatory push? Comparing the effectiveness and implementation of exemplar nudge (size-based) and non-nudge (price-based) dietary interventions
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Nudging safety behavior in the steel industry: Evidence from two field studies
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Developing nudges, nudge+ and boosts to support climate change mitigation in practice – A case study on ash fertilization among Finnish private forest owners
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Scalable psychological solutions to environmental problems
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The persistence of default effects: Evidence from CO2 offsetting in cargo transportation
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The development revolution will not be nudged: The c2-frame approach as a proposal
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Increasing responsiveness of civil servants. A field experiment on freedom of information compliance
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Maximising the value of nudge units for global health
inferred← citeshttps://doi.org/10.1017/9781009028806openalex-snapshot
Behavioral Insights for Public Policy
inferred← citeshttps://doi.org/10.1017/9781009170628.003openalex-snapshot
What Do We Know about Corporate Governance Practices?
inferred← citeshttps://doi.org/10.1017/9781009170628.009openalex-snapshot
Proxy Advisors
inferred← citeshttps://doi.org/10.1017/9781009765756openalex-snapshot
The Refugee Trap
inferred← citeshttps://doi.org/10.1017/bca.2025.14openalex-snapshot
Advice on Guidance: Peer Review of Draft Circular A-4 “Regulatory Analysis”
inferred← citeshttps://doi.org/10.1017/bpp.2022.16openalex-snapshot
Increasing COVID-19 vaccination intentions: a field experiment on psychological ownership
inferred← citeshttps://doi.org/10.1017/bpp.2022.23openalex-snapshot
Do nudges increase consumer search and switching? Evidence from financial markets
inferred← citeshttps://doi.org/10.1017/bpp.2022.25openalex-snapshot
Behavioural prompts to increase early filing of tax returns: a population-level randomised controlled trial of 11.2 million taxpayers in Indonesia
inferred← citeshttps://doi.org/10.1017/bpp.2022.26openalex-snapshot
The rhetoric of reaction redux
inferred← citeshttps://doi.org/10.1017/bpp.2022.35openalex-snapshot
The rhetoric of reaction, extended
inferred← citeshttps://doi.org/10.1017/bpp.2023.15openalex-snapshot
Behavioural public policies for the social brain
inferred← citeshttps://doi.org/10.1017/bpp.2023.18openalex-snapshot
Nudges can be both autonomy-preserving and effective: evidence from a survey and quasi-field experiment
inferred← citeshttps://doi.org/10.1017/bpp.2024.24openalex-snapshot
Affective paternalism
inferred← citeshttps://doi.org/10.1017/bpp.2024.4openalex-snapshot
Chilling results: how explicit warm glow appeals fail to boost pro-environmental behaviour
inferred← citeshttps://doi.org/10.1017/bpp.2024.42openalex-snapshot
Shoves, nudges and combating misinformation: evidence on a new approach
inferred← citeshttps://doi.org/10.1017/bpp.2024.58openalex-snapshot
An s-frame agenda for behavioral public policy research
inferred← citeshttps://doi.org/10.1017/bpp.2025.10017openalex-snapshot
Behaviorally informed interventions can increase take-up of public employment services, but conversion remains challenging: insights from an RCT in British Columbia, Canada
inferred← citeshttps://doi.org/10.1017/bpp.2025.10021openalex-snapshot
Exposure to individual climate solutions does not reduce support for systemic solutions: a cross-cultural study in Australia and Iran
inferred← citeshttps://doi.org/10.1017/bpp.2026.10046openalex-snapshot
Social learning rules and the effectiveness of behavioural policy: an agent-based model
inferred← citeshttps://doi.org/10.1017/eec.2025.10028openalex-snapshot
Is motivated memory (just) a matter of mood?
inferred← citeshttps://doi.org/10.1017/esa.2024.2openalex-snapshot
The importance of a helping hand in education and in life
inferred← citeshttps://doi.org/10.1017/jdm.2024.42openalex-snapshot
Recurrent carbon labels induce bipartisan effects in environmental choices under risk
inferred← citeshttps://doi.org/10.1017/jdm.2026.10046openalex-snapshot
People are aware of the impact of defaults and use them strategically
inferred← citeshttps://doi.org/10.1017/s0008423923000100openalex-snapshot
Behavioural Insights and Public Policy in Canada
inferred← citeshttps://doi.org/10.1017/s0029665122002877openalex-snapshot
How to change consumer behaviours
inferred← citeshttps://doi.org/10.1017/s0140525x22002023openalex-snapshot
The i-frame and the s-frame: How focusing on individual-level solutions has led behavioral public policy astray
inferred← citeshttps://doi.org/10.1017/s0140525x23000997openalex-snapshot
Expectations, opportunities, and awareness: A case for combining i- and s-frame interventions
inferred← citeshttps://doi.org/10.1017/s0143814x21000131openalex-snapshot
Anchor management: a field experiment to encourage families to meet critical programme deadlines
inferred← citeshttps://doi.org/10.1027/1016-9040/a000492openalex-snapshot
Countering Misinformation
inferred← citeshttps://doi.org/10.1027/1618-3169/a000617openalex-snapshot
Framing the Default
inferred← citeshttps://doi.org/10.1038/s41467-025-63261-0openalex-snapshot
Spurious precision in meta-analysis of observational research
inferred← citeshttps://doi.org/10.1038/s41558-022-01515-1openalex-snapshot
Effective carbon taxes need green nudges
inferred← citeshttps://doi.org/10.1038/s41560-023-01298-5openalex-snapshot
Increasing the reach of low-income energy programmes through behaviourally informed peer referral
inferred← citeshttps://doi.org/10.1038/s41562-023-01555-3openalex-snapshot
A manifesto for applying behavioural science
inferred← citeshttps://doi.org/10.1038/s41562-023-01666-xopenalex-snapshot
Behaviour change in the era of biomedical advances
inferred← citeshttps://doi.org/10.1038/s41562-023-01761-zopenalex-snapshot
The formality effect
inferred← citeshttps://doi.org/10.1038/s41562-023-01813-4openalex-snapshot
Field testing the transferability of behavioural science knowledge on promoting vaccinations
inferred← citeshttps://doi.org/10.1038/s41562-025-02352-wopenalex-snapshot
Enhancing climate resilience with proximal cues in personalized climate disaster preparedness messaging
inferred← citeshttps://doi.org/10.1038/s41562-026-02593-3openalex-snapshot
A research agenda for making evidence useful, usable and used in policymaking
inferred← citeshttps://doi.org/10.1038/s41562-026-02603-4openalex-snapshot
Algorithm-assisted personalized risk communication to encourage flu vaccination in the USA: three randomized field trials
inferred← citeshttps://doi.org/10.1038/s41586-023-06840-9openalex-snapshot
A synthesis of evidence for policy from behavioural science during COVID-19
inferred← citeshttps://doi.org/10.1038/s41586-026-10742-xopenalex-snapshot
Large language models can predict the results of social science experiments
inferred← citeshttps://doi.org/10.1038/s41598-023-47832-zopenalex-snapshot
Behaviourally-informed household communications increase uptake of radon tests in a randomised controlled trial
inferred← citeshttps://doi.org/10.1038/s41598-026-52744-9openalex-snapshot
Consumer understanding of climate targets is low and hard to improve: evidence from three online studies
inferred← citeshttps://doi.org/10.1038/s41893-023-01235-0openalex-snapshot
Sustainable dietary choices improved by reflection before a nudge in an online experiment
inferred← citeshttps://doi.org/10.1038/s44159-025-00471-9openalex-snapshot
Generalizability of choice architecture interventions
inferred← citeshttps://doi.org/10.1038/s44159-025-00493-3openalex-snapshot
Bridging individual-level and system-level approaches to advance psychology-based diversity initiatives
inferred← citeshttps://doi.org/10.1038/s44168-024-00131-3openalex-snapshot
From niches to norms: the promise of social tipping interventions to scale climate action
inferred← citeshttps://doi.org/10.1038/s44271-025-00339-xopenalex-snapshot
Hypothetical nudges provide directional but noisy estimates of real behavior change
inferred← citeshttps://doi.org/10.1057/s41261-026-00356-8openalex-snapshot
Algorithmic capital diversion and consumer protection in fintech micro-investing: a proportional automation framework for regulators and platforms
inferred← citeshttps://doi.org/10.1057/s41308-022-00185-5openalex-snapshot
When Does Monetary Policy Sway House Prices? A Meta-Analysis
inferred← citeshttps://doi.org/10.1057/s41599-026-06542-3openalex-snapshot
Advancing applied behavioral science: the GAP framework
inferred← citeshttps://doi.org/10.1073/pnas.2200732119openalex-snapshot
No reason to expect large and consistent effects of nudge interventions
inferred← citeshttps://doi.org/10.1073/pnas.2206580119openalex-snapshot
Virtual teams in a gig economy
inferred← citeshttps://doi.org/10.1073/pnas.2208110120openalex-snapshot
Digital public health interventions at scale: The impact of social media advertising on beliefs and outcomes related to COVID vaccines
inferred← citeshttps://doi.org/10.1073/pnas.2216686120openalex-snapshot
System-, teacher-, and student-level interventions for improving participation in online learning at scale in high schools
inferred← citeshttps://doi.org/10.1073/pnas.2218385120openalex-snapshot
Dark defaults: How choice architecture steers political campaign donations
inferred← citeshttps://doi.org/10.1073/pnas.2307008121openalex-snapshot
Academics are more specific, and practitioners more sensitive, in forecasting interventions to strengthen democratic attitudes
inferred← citeshttps://doi.org/10.1073/pnas.2322549121openalex-snapshot
Spillover effects of reminder nudges in complex environments
inferred← citeshttps://doi.org/10.1073/pnas.2400076121openalex-snapshot
Political practitioners poorly predict which messages persuade the public
inferred← citeshttps://doi.org/10.1073/pnas.2401336121openalex-snapshot
AI emerges as the frontier in behavioral science
inferred← citeshttps://doi.org/10.1073/pnas.2406489122openalex-snapshot
Computational analysis of 100 K choice dilemmas: Decision attributes, trade-off structures, and model-based prediction
inferred← citeshttps://doi.org/10.1073/pnas.2414578122openalex-snapshot
Using pledges to improve the effectiveness of environmental information campaigns: The case of biowaste recycling
inferred← citeshttps://doi.org/10.1073/pnas.2418616122openalex-snapshot
A national megastudy shows that email nudges to elementary school teachers boost student math achievement, particularly when personalized
inferred← citeshttps://doi.org/10.1073/pnas.2504747122openalex-snapshot
Interventions to bolster benefits take-up: Assessing intensity, framing, and targeting of government outreach
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