Narrative-Based Visual Feedback to Encourage Sustained Physical Activity

Author:

Murnane Elizabeth L.1ORCID,Glazko Yekaterina S.2ORCID,Costa Jean2ORCID,Yao Raymond2ORCID,Zhao Grace2ORCID,Moya Paula M. L.3ORCID,Landay James A.4ORCID

Affiliation:

1. School of Engineering, Dartmouth College, Hanover, USA

2. Department of Computer Science, Stanford University, USA

3. Department of English, Stanford University, USA

4. Computer Science & Institute for Human-Centered AI, Stanford University, USA

Abstract

Stories are a core way human beings make meaning and sense of the world and our lived experiences, including our behaviors, desires, and goals. Narrative structures, both visual and textual, help us understand and act on information, while also evoking strong emotions. Focusing on the health context, this research examines the effectiveness of narrative-based feedback in motivating physical activity behaviors and underlying attitudes over longitudinal periods. After collecting two weeks of baseline physical activity levels, N=39 participants installed our smartphone application, WhoIsZuki. The WhoIsZuki app supports goal setting and semi-automated activity tracking, and it provides an ambient display that visually encodes these tracked activities as well as progress toward goals. Half of participants received a version of the interface that supplied behavioral feedback in the form of a multi-chapter episodic narrative, while the other half received a control condition version that provided an aesthetically-similar visualization but without any characterization, episodic structure, dramatic effect, or other narrative elements. After interacting with these versions for four months, our analysis showed that participants receiving the multi-chapter narrative feedback performed more physical activity, achieved more goals, experienced more positive psychological shifts, and overall engaged more meaningfully with the digital intervention.

Publisher

Association for Computing Machinery (ACM)

Subject

Computer Networks and Communications,Hardware and Architecture,Human-Computer Interaction

Reference88 articles.

1. Abandonment of personal quantification: A review and empirical study investigating reasons for wearable activity tracking attrition

2. Michael Baiocchi and René Kizilcec . 2018. Criteria-Based Randomization: Explicit and Exact Control in Multi-Arm Trials. Available at SSRN 3339748 ( 2018 ). Michael Baiocchi and René Kizilcec. 2018. Criteria-Based Randomization: Explicit and Exact Control in Multi-Arm Trials. Available at SSRN 3339748 (2018).

3. Tom Baranowski , Richard Buday , Debbe I Thompson , and Janice Baranowski . 2008. Playing for real: video games and stories for health-related behavior change. American journal of preventive medicine 34, 1 ( 2008 ), 74--82. Tom Baranowski, Richard Buday, Debbe I Thompson, and Janice Baranowski. 2008. Playing for real: video games and stories for health-related behavior change. American journal of preventive medicine 34, 1 (2008), 74--82.

4. Dario Baretta , Paulina Bondaronek , Artur Direito , and Patrizia Steca . 2019. Implementation of the goal-setting components in popular physical activity apps: Review and content analysis. Digital health 5 ( 2019 ), 2055207619862706. Dario Baretta, Paulina Bondaronek, Artur Direito, and Patrizia Steca. 2019. Implementation of the goal-setting components in popular physical activity apps: Review and content analysis. Digital health 5 (2019), 2055207619862706.

5. Social cognitive theory and physical activity: Mechanisms of behavior change, critique, and legacy;Beauchamp Mark R;Psychology of Sport and Exercise,2019

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