Related Experiment Video
Updated: Aug 6, 2026

07:00
Measuring the Switch Cost of Smartphone Use While Walking
Published on: April 30, 2020
Playing with Fire, Losing the Drive: Bidirectional Links Between Problematic Smartphone Use and Grit Dimensions
1School of Journalism, Fudan University, Shanghai, China.
Cyberpsychology, Behavior and Social Networking
|August 5, 2026
Summary
Problematic smartphone use (PSU) negatively impacts consistency of interest and perseverance of effort over time. Cognitive flexibility partially mediates how PSU reduces effort persistence, highlighting a cognitive mechanism for intervention.
Area of Science:
- Psychology
- Behavioral Science
- Cognitive Science
Background:
- Grit, comprising consistency of interest (CI) and perseverance of effort (PE), is crucial for achievement.
- Problematic smartphone use (PSU) is a growing concern among young adults.
- Understanding the longitudinal interplay between grit and PSU is essential for mental well-being.
Purpose of the Study:
- To examine bidirectional longitudinal associations between CI, PE, and PSU.
- To investigate cognitive flexibility as a potential mediating mechanism in these relationships.
- To inform interventions targeting PSU and grit dimensions.
Main Methods:
- A longitudinal study with 1,641 Chinese university students surveyed at two time points, 6 months apart.
- Utilized a four-variable cross-lagged panel model to analyze temporal relationships.
- Assessed grit dimensions (CI, PE), PSU, and cognitive flexibility.
Main Results:
- CI and PSU showed negative bidirectional associations over time.
- PSU unidirectionally predicted a decrease in PE.
- Cognitive flexibility partially mediated the pathway from PSU to reduced PE.
Conclusions:
- Grit dimensions exhibit distinct longitudinal patterns with PSU.
- PSU specifically undermines effort persistence through reduced cognitive flexibility.
- Findings support a dimensional approach to grit and suggest cognitive flexibility-based interventions for PSU.
Related Concept Videos
Schemas
A schema is a mental construct consisting of a cluster or collection of related concepts (Bartlett, 1932). There are many different types of schemata, and they all have one thing in common: schemata are a method of organizing information that allows the brain to work more efficiently. When a schema is activated, the brain makes immediate assumptions about the person or object being observed.
Design Example: Resistive Touchscreen
A device engineer plays a crucial role in designing user interfaces for mobile devices. One such interface is the resistive touchscreen, which fundamentally consists of two metallic layers: a flexible upper layer and a rigid lower layer, separated by a narrow gap. The high resistance between these two layers is a key characteristic of this design.
When a user touches the screen, the two layers make contact at a specific point known as the touchpoint. This contact reduces the resistance between...
When a user touches the screen, the two layers make contact at a specific point known as the touchpoint. This contact reduces the resistance between...
Social Traps
Social traps are negative situations where people get caught in a direction or relationship that later proves to be unpleasant, with no easy way to back out of or avoid. The concept was orignally introduced by John Platt who applied psychology to Garrett Hardin's "Tragedy of the Commons", where in New England herd owners could let their cattle graze in the common ground. This situation seems like a good idea, but an individual could have an advantage. If they owned more cows, the larger...
Bullying
A modern form of aggression is bullying. As you learn in your study of child development, socializing and playing with other children is beneficial for children’s psychological development. However, as you may have experienced as a child, not all play behavior has positive outcomes. Some children are aggressive and want to play roughly. Other children are selfish and do not want to share toys. One form of negative social interactions among children that has become a national concern is bullying.
Self-Discrepancy Theory
One influential perspective on what motivates people's behavior is detailed in Tory Higgin's self-discrepancy theory (Higgins, 1987). He proposed that people hold disagreeing internal representations of themselves that lead to different emotional states.
Social Foundations of Self IV: Self in Digital Communication
Since the early 2000s, computer-mediated communication (CMC) has grown rapidly, playing a crucial role in self-development. A key distinction between CMC and real-life interactions is the lack of a physically present partner. This absence makes non-verbal cues such as facial expressions, body language, and paralinguistic signals unavailable in CMC platforms like email, instant messaging, or social media. The lack of these cues can create ambiguity and complicate how feedback is interpreted.The...
