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Record W4410054297 · doi:10.61838/kman.jodhn.2.1.6

The Impact of Chronic Occupational Exposure to Pain on Dentists’ Mental Health

2025· article· en· W4410054297 on OpenAlexaff
Mehdi Rostami

Bibliographic record

VenueJournal of Oral and Dental Health Nexus · 2025
Typearticle
Languageen
FieldHealth Professions
TopicOccupational health in dentistry
Canadian institutionsnot available
Fundersnot available
KeywordsMental healthChronic painMedicineEnvironmental healthPsychiatry

Abstract

fetched live from OpenAlex

This study aimed to explore the psychological impact of chronic occupational exposure to patient pain on dentists’ mental health. This qualitative study employed a phenomenological research design to investigate dentists’ lived experiences related to chronic exposure to patient pain. A total of 27 dentists from diverse countries were recruited through online announcements, and data were collected via semi-structured video call interviews. Theoretical saturation determined the sample size, ensuring a comprehensive exploration of recurring themes. Interview transcripts were analyzed using thematic analysis, and NVivo software facilitated the coding and identification of patterns related to emotional strain, coping strategies, and professional challenges. The results indicated that chronic exposure to patient pain led to significant emotional exhaustion, burnout, and compassion fatigue, with many participants reporting psychosomatic symptoms such as headaches, sleep disturbances, and muscle tension. The stigma surrounding mental health in the dental profession contributed to reluctance in seeking psychological support. Workplace coping mechanisms, including peer support, mindfulness, and professional counseling, emerged as protective factors against burnout, although access to such resources varied. Ethical dilemmas, particularly in pain management and fear of malpractice litigation, further exacerbated psychological distress. Participants described struggling to balance empathy with professional detachment, leading to moral distress and emotional suppression in their clinical practice. Chronic occupational exposure to patient pain has profound psychological implications for dentists, increasing their risk of emotional exhaustion and professional burnout. Addressing mental health challenges in dentistry requires institutional changes, including improved access to mental health resources, peer support programs, and stress management training. Recognizing the emotional toll of pain management in dental practice is essential for sustaining the well-being of practitioners and ensuring high-quality patient care.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0030.004
Scholarly communication0.0030.001
Open science0.0000.005
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.053
GPT teacher head0.505
Teacher spread0.452 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

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