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June 18, 2026User Modeling and User-Adapted InteractionOpen Access

How stages of change and need for reflection can inform the design of persuasive digital health interventions for obesity management

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Authors

RORenata Savian Colvero de OliveiraSNSharon NabwireHMHeta Merikallio

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Overview

Randomized trial investigates how user perceptions and characteristics influence weight loss in obesity management, suggesting tailored digital interventions can enhance success.

Key Points

  • This research aims to explore how user perceptions of persuasive systems and their characteristics influence weight loss outcomes in obesity management.
  • Randomized controlled trial with 96 participants
  • Analysis of waist circumference reduction after 6 months using mobile health support system
  • Utilization of Partial Least Squares Structural Equation Modeling for data analysis.
  • SOC accounts for 22.2% of waist circumference reduction variance
  • High perceived persuasiveness of the system led to higher progress through SOC (R² = 0.119)
  • Dialogue Support and Primary Task Support explained 55% of the variance in perceived persuasiveness.

Cite This Study

Oliveira et al. (2026) studied this question.

synapsesocial.com/papers/6a338b22630953a74978ccabhttps://doi.org/10.1007/s11257-026-09446-8
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