Breaking Negative Cycles: A Reflection-To-Action System For Adaptive Change

📅 2026-04-07
📈 Citations: 0
Influential: 0
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🤖 AI Summary
This study addresses the challenge of translating maladaptive cognitive cycles—such as rumination and repetitive regret—into constructive behavioral change. Integrating the Transtheoretical Model with Gross’s process model of emotion regulation, this work operationalizes the latter for the first time to design and implement a voice diary system. The system synthesizes counterfactual thinking, “if-then” implementation intentions (WhatIf-Planning), and structured reflective prompts into a unified reflection-to-action framework, effectively facilitating users’ progression from the preparation stage to actual behavior change. Experimental results demonstrate that this approach significantly enhances coping flexibility: participants in the Gross-guided condition generated a greater number of counterfactual alternatives, formulated more specific and actionable plans, and engaged more proactively in self-initiated behavioral adjustments.
📝 Abstract
Breaking negative mental health cycles, including rumination and recurring regrets, requires reflection that translates awareness into behavioral change. Grounded in the Transtheoretical Model (TTM) and Gross's Emotion Regulation (ER) Process Model, we examine how Technologies Supporting Self-Reflection (TSR) bridge reflection and action. In a 15-day in-the-wild study (N = 20), participants used a voice-based journaling system to capture regrets and wishes and engaged in WhatIf-Planning, a novel structured reflection module integrating counterfactual thinking with if-then planning. Participants were randomized to either a free-form condition or a Gross-guided condition, which maps the five processes of Gross's ER model into explicit journaling prompts. We contribute: (1) a unified reflection-to-action TSR system that operationalizes the Preparation stage of TTM to bridge Contemplation and Action, and (2) triangulated empirical evidence from an in-the-wild journaling study that first operationalizes Gross's Process Model, revealing effects on coping flexibility and emotion regulation in daily life. Results show significant pre-post improvements in coping flexibility, indicating adaptive self-regulation across conditions, with the Gross-guided group generating more counterfactual alternatives, articulating concrete if-then action plans, and implementing more plans for self-driven change.
Problem

Research questions and friction points this paper is trying to address.

negative cycles
rumination
regret
reflection-to-action
emotion regulation
Innovation

Methods, ideas, or system contributions that make the work stand out.

Reflection-to-Action
Emotion Regulation Process Model
WhatIf-Planning
Technologies Supporting Self-Reflection
Coping Flexibility
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Paul Pu Liang
MIT Media Lab, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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human computer interactionartificial intelligencedigital health