Evidence map›Paper›PMID 42312107›Full record

ArticleInternational journal of reproductive biomedicine2026

Clinician-related variability as an independent determinant of in vitro fertilization success: A retrospective cohort study of intracytoplasmic sperm injection cycles.

Oya Korkmaz, Seda Karabulut, Elif Yilmaz, Nuri Delikara

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Article in International journal of reproductive biomedicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Oya KorkmazDepartment of Histology and Embryology, Faculty of Medicine, Malatya Turgut Özal University, Malatya, Türkiye.
Seda KarabulutDepartment of Histology and Embryology, International Faculty of Medicine, Istanbul Medipol University, Istanbul, Türkiye.
Elif YilmazIn Vitro Fertilization Center, Istanbul Medical Park Hospital, Istanbul, Türkiye.
Nuri DelikaraIn Vitro Fertilization Center, Istanbul Kadıköy Florence Nightingale Hospital, Istanbul, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: In vitro fertilization (IVF) outcomes are shaped by individual factors, laboratory conditions, and clinician performance; however, while embryologists and laboratory conditions are well studied, clinician-related variables remain less explored. Objective: This study aims to evaluate whether pregnancy outcomes vary in IVF cycles managed by different clinicians. Materials and Methods: In this cohort study, data of 3017 women who underwent intracytoplasmic sperm injection at the IVF Center of Kadıköy Florence Nightingale hospital, İstanbul, Türkiye from January 2013-December 2020 were extracted from their medical records and retrospectively reviewed. Clinical pregnancy rates were compared between clinicians. Results: Clinical pregnancy rates differed significantly between clinicians, ranging from 13.6-56.0% (p = 0.023). The overall pregnancy rate was 29.9%. In the multivariate analysis, even after adjusting for maternal age, body mass index, duration of infertility, and anti-Müllerian hormone levels, the clinician variable retained its significance as an independent predictor (adjusted odds ratios: 0.45-2.12, p = 0.018). Conclusion: Our study shows that clinician-related factors independently shape IVF success. Clinical expertise, judgment, and surgical skills affect outcomes throughout the IVF cycle, not only at embryo transfer. Improving laboratory conditions alone is insufficient; clinician training, performance standardization, and ongoing professional development are also essential. Thus, clinician performance should be integrated into quality assurance and further evaluated in prospective multicenter studies.

Indexed as

Clinician performanceEmbryo transfer.Infertility treatmentIn vitro fertilizationPregnancy rate

Identifiers

PMID42312107
PMCPMC13270227

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.