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Modeling Suicidal Ideation: Perfectionism, Loneliness, Thought

August 26, 2025
in Psychology & Psychiatry
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A groundbreaking new study has illuminated the intricate psychological dynamics contributing to suicidal ideation among medical students in Iran, offering critical insights that could reshape mental health interventions in highly demanding academic environments. This research leverages advanced structural equation modeling (SEM) to unpack the nuanced roles of perfectionism, repetitive negative thinking, and feelings of loneliness in the mental health struggles facing future healthcare professionals. With medical students worldwide grappling with intense stress and psychological pressures, these findings resonate far beyond Iran’s borders, demanding urgent attention from academic institutions and mental health policymakers alike.

Suicidal ideation—the contemplation or consideration of taking one’s own life—has alarmingly surged among medical students, with an estimated prevalence of approximately 25% globally. The Iranian medical student cohort studied here paints an even grimmer picture: more than 70% of participants reported experiencing suicidal thoughts. This stark statistic underscores the critical need for empirical studies that explore not just prevalence, but underlying psychological contributors that could guide effective intervention strategies.

The study, conducted at Shahid Beheshti University of Medical Sciences (SBMU) in Tehran, utilized a convenience sample of 505 medical students in 2024. Through extensive psychometric assessments, the research team applied the Tehran Multidimensional Perfectionism Scale (TMPS), Beck Scale for Suicidal Ideation (BSSI), Repetitive Negative Thinking Questionnaire (RNTQ), and UCLA Loneliness Scale (UCLA-LS) to gather robust data reflecting various cognitive and emotional dimensions. These tools collectively offered a panoramic view of the students’ mental landscape, enabling researchers to construct a sophisticated SEM framework that details causal and mediation pathways.

Crucially, the research reveals that perfectionism, while often regarded as a motivating personality trait, can paradoxically heighten vulnerability to suicidal ideation—not directly, but indirectly through its influence on repetitive negative thinking and loneliness. This distinction challenges simplistic assumptions and emphasizes the layered psychological mechanisms that mediate distress among perfectionistic individuals. The statistical model affirmed that perfectionism alone did not predict suicidal ideation; rather, it operated through the amplification of maladaptive thought patterns and social disconnection, both potent contributors to suicidal risk.

Repetitive negative thinking (RNT), a cognitive process characterized by persistent, intrusive, and hard-to-control negative thoughts, emerged as a significant mediator. This aligns with existing psychological literature linking RNT to a spectrum of mental health disorders such as depression and anxiety, both of which are established risk factors for suicidal ideation. By identifying RNT as a central thread in the causal chain, the study directs attention to cognitive interventions that could disrupt these ruminative cycles, potentially alleviating the distress that escalates toward suicidal thoughts.

Feelings of loneliness, independently and alongside RNT, further compounded the risk. Loneliness, often underestimated in clinical settings, profoundly impacts emotional regulation and resilience. Among medical students juggling intense academic demands and social pressures, a perceived lack of meaningful connections can exacerbate vulnerabilities. The study’s findings reinforce a growing call within mental health research to prioritize social integration and community-building as preventive components against suicidality.

Quantitatively, the combined model of perfectionism, repetitive negative thinking, and loneliness accounted for 30% of the variance in suicidal ideation among the studied medical students. This statistical strength, represented by an R² of 0.301, signals a substantial explanatory power, highlighting these psychological traits as critical targets for clinical assessment and therapeutic intervention. The model’s excellent goodness of fit further attests to its validity and applicability.

These findings bear direct implications for clinical practice and policy formulation. Psychotherapists working with medical students exhibiting perfectionistic tendencies are urged to assess and address not only overt symptoms of distress but also underlying cognitive patterns like RNT and subjective feelings of social isolation. Psychotherapeutic modalities such as cognitive-behavioral therapy (CBT) and mindfulness-based interventions, known to effectively reduce repetitive negative thinking, may hold particular efficacy in this population.

Moreover, institutional policies must evolve to incorporate mental health screenings that identify at-risk students early, integrating targeted group interventions that foster social connection and resilience. Universities might consider structured peer-support programs, resilience training, and stress management workshops to buffer against the isolating effects of loneliness and rumination inherent to perfectionism.

In a high-stakes environment where medical students are groomed to save lives, ignoring the psychological toll exacted by perfectionism and related cognitive-emotional processes would be a disservice to future healthcare providers and the communities they serve. This research not only advances theoretical understanding but also resonates as an urgent call to action, affirming that mental health care for medical students must be as rigorous and prioritized as their academic training.

While the study is geographically focused on Iranian medical students, its broader implications extend globally, particularly as the pursuits of perfectionism and experiences of academic stress are virtually universal in medical education. Replicating this SEM approach in diverse cultural and institutional contexts could further refine prevention strategies, tailoring them to specific population dynamics while reinforcing core principles uncovered here.

The methodology exemplifies a rigorous application of structural equation modeling, a statistical technique adept at testing complex causal models involving multiple latent variables. By capturing indirect relationships and mediational effects, SEM surpasses traditional correlational analyses, providing richer and more actionable insights into psychological interdependencies affecting suicidal ideation.

In conclusion, this seminal study illuminates how perfectionism’s dark side manifests through repetitive negative thinking and loneliness, fueling suicidal ideation among medical students. As academic institutions grapple with rising rates of student distress, these insights furnish a critical roadmap for integrated mental health strategies that marry cognitive therapy with social support mechanisms. Such holistic approaches promise to safeguard the mental well-being of medical students, ensuring that the healers of tomorrow are themselves protected from psychological harm today.


Subject of Research: Suicidal ideation among medical students, focusing on the mediating roles of perfectionism, repetitive negative thinking, and feelings of loneliness.

Article Title: Structural equation modeling of suicidal ideation among medical students in Iran: the role of perfectionism, repetitive negative thinking and feelings of loneliness.

Article References:
Oskouei, A.H., Sardarzehi, R., Zarchi, M.S.Z. et al. Structural equation modeling of suicidal ideation among medical students in Iran: the role of perfectionism, repetitive negative thinking and feelings of loneliness. BMC Psychiatry 25, 823 (2025). https://doi.org/10.1186/s12888-025-07275-4

Image Credits: AI Generated

DOI: https://doi.org/10.1186/s12888-025-07275-4

Tags: academic stress and mental health interventionsempirical studies on suicide preventionhealthcare professional wellbeinginterventions for student mental healthIranian medical students mental healthloneliness and psychological distressnegative thinking patterns and suicide riskperfectionism and mental healthprevalence of suicidal thoughts in healthcarepsychological factors influencing suicidal ideationstructural equation modeling in psychologysuicidal ideation in medical students
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