[Paper Review] Balancing the Digital and the Physical: Discussing Push and Pull Factors for Digital Well-being

Luca-Maxim Meinhardt, Jan-Henry Belz+2 more|arXiv (Cornell University)|May 21, 2023

Impact of Technology on Adolescents4 citations

TL;DR

This paper proposes integrating Push and Pull Factors into digital well-being interventions to address excessive smartphone use, moving beyond screen-time reduction. It argues that combining friction-based 'push' strategies (e.g., app restrictions) with 'pull' strategies (e.g., meaningful app use, physical alternatives) enhances effectiveness by supporting autonomy and real-world engagement, offering a more sustainable approach than current desensitized nudges.

ABSTRACT

This position paper discusses the negative effects of excessive smartphone usage on mental health and well-being. Despite efforts to limit smartphone usage, users become desensitized to reminders and limitations. The paper proposes the use of Push & Pull Factors to contextualize intervention strategies promoting digital well-being. Further, alternative metrics to measure the effectiveness of intervention strategies will be discussed.

Motivation & Objective

• To address the limitations of current digital well-being interventions that lead to user desensitization and reduced effectiveness.
• To propose a new framework using Push and Pull Factors to contextualize intervention strategies in digital well-being.
• To shift focus from merely reducing screen time to promoting meaningful smartphone use and real-world engagement.
• To explore alternative metrics beyond screen time for evaluating intervention success.
• To support user autonomy by balancing constraints with positive incentives for healthier digital habits.

Proposed method

• Adapts the Push and Pull Factors framework from migration theory to digital well-being contexts.
• Classifies interventions into three levels: information-enhancing, capacity-enhancing, and behavior-reinforcement strategies.
• Introduces 'push' factors as friction mechanisms (e.g., app locks, reduced usability) to discourage excessive use.
• Introduces 'pull' factors as positive motivators (e.g., mobile learning apps, physical ambient displays) to redirect attention to real-world activities.
• Proposes evaluating interventions through metrics beyond screen time, such as user autonomy, mental well-being, and meaningful usage.
• Advocates for hardware-based alternatives (e.g., physical devices) as stronger pull factors than software-only solutions.

Experimental results

Research questions

• RQ1 How can Push and Pull Factors be applied to design more effective digital well-being interventions?
• RQ2 Why do current screen-time reduction strategies lose effectiveness over time due to user desensitization?
• RQ3 What role does user autonomy play in sustaining behavior change related to smartphone use?
• RQ4 How can interventions be designed to promote meaningful smartphone use rather than mere restriction?
• RQ5 What alternative metrics can better assess the success of digital well-being interventions than screen time alone?

Key findings

• Users become desensitized to repeated reminders and restrictions, reducing the long-term impact of current digital well-being tools.
• Behavior-reinforcement strategies that impose friction (e.g., app locks) are effective but risk undermining user autonomy if overused.
• Pull factors—such as mobile learning apps and physical ambient displays—can redirect attention to real-world activities more sustainably than software-only restrictions.
• A moderate, controlled reduction in smartphone use may be more effective and stable than abrupt digital detoxing, which can trigger withdrawal symptoms.
• Interventions that support 'meaningful use' rather than just limiting 'meaningless use' are more likely to preserve user agency and long-term engagement.
• Physical hardware alternatives that pull users away from screens may be more effective than purely digital interventions due to the root cause of distraction being the smartphone itself.