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Uncovering Motivational Profiles Among Academically Resilient Students: A Population-Level Latent Profile Analysis
Michele Zacchilli1, Giulia Raimondi2, Sara Manganelli1
1Department of Social and Developmental Psychology, University of Rome "La Sapienza", Via dei Marsi 78, 00185 Rome, Italy.
Behavioral Sciences (Basel, Switzerland)
|June 26, 2026
Summary
Academically resilient students show diverse motivation levels. Some resilient students face motivational vulnerability and dropout risk, requiring tailored support beyond a one-size-fits-all approach.
Area of Science:
- Educational Psychology
- Developmental Psychology
Background:
- Academic resilience is crucial for students facing socioeconomic disadvantages.
- Understanding motivational heterogeneity in resilient students is vital for persistence and success.
- Self-Determination Theory (SDT) provides a framework for examining student motivation.
Purpose of the Study:
- To examine motivational profiles among academically resilient 10th-grade students in Italy.
- To identify subgroups of resilient students with varying levels of motivation and amotivation.
- To investigate the relationship between motivational profiles and school dropout intentions.
Main Methods:
- A person-centered approach using Latent Profile Analysis (LPA) was employed.
- The study analyzed data from 15,751 academically resilient 10th-grade students.
- Motivational profiles were identified based on levels of amotivation and various forms of regulation.
Main Results:
- Three distinct motivational profiles were identified: 'multifaceted regulation resilient' (72%), 'moderately amotivated resilient' (21%), and 'strongly amotivated resilient' (7%).
- The majority of resilient students exhibited high levels of regulation, but a significant subgroup showed motivational vulnerability.
- Higher amotivation was linked to increased school dropout intentions, particularly in the 'strongly amotivated resilient' profile.
Conclusions:
- Academic resilience does not guarantee protection against motivational disengagement or dropout risk.
- A substantial subgroup of academically resilient students demonstrates motivational vulnerability, with amotivation as a key risk factor.
- Tailored support is necessary for motivationally vulnerable subgroups within resilient populations, challenging a uniform approach.
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