Evidence map›Paper›PMID 42961532›Full record

ArticleEuropean journal of pediatrics2026

Neck circumference percentiles for obesity screening in Turkish children and adolescents: a cross-sectional study.

Nurhan Doğan, Nazlı Şensoy, Meltem Soylu, İsmet Doğan, Ahmet Öztürk, M Mümtaz Mazıcıoğlu

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Article in European journal of pediatrics, 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

6 authors.

Nurhan DoğanFaculty of Medicine, Department of Biostatistics and Medical Informatics, Afyonkarahisar Health Sciences University, Afyonkarahisar, Türkiye. nurhan.dogan@afsu.edu.tr.ORCID http://orcid.org/0000-0001-7224-6091
Nazlı ŞensoyFaculty of Medicine, Department of Family Medicine, Afyonkarahisar Health Sciences University, Afyonkarahisar, Türkiye.ORCID http://orcid.org/0000-0003-1590-7150
Meltem SoyluFaculty of Health Science, Department of Nutrition and Dietetics, Alanya Alaaddin Keykubat University, Antalya, Türkiye.ORCID http://orcid.org/0000-0001-6968-8729
İsmet DoğanFaculty of Medicine, Department of Biostatistics and Medical Informatics, Afyonkarahisar Health Sciences University, Afyonkarahisar, Türkiye.ORCID http://orcid.org/0000-0001-9251-3564
Ahmet ÖztürkFaculty of Medicine, Department of Biostatistics and Medical Informatics, Erciyes University, Kayseri, Türkiye.ORCID http://orcid.org/0000-0002-7130-5624
M Mümtaz MazıcıoğluFaculty of Medicine, Department of Family Medicine, Erciyes University, Kayseri, Türkiye.ORCID http://orcid.org/0000-0002-6458-2906

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aimed to establish neck circumference (NC) percentile values using the Lambda-Mu-Sigma (LMS) method among Turkish children and adolescents, to examine the relationship between NC and body mass index (BMI), and to identify optimal NC cut-off values for classifying IOTF-obesity and IOTF-overweight + obesity. This cross-sectional study included 4557 participants (2130 boys and 2427 girls) aged 6-18 years from Afyonkarahisar, Türkiye. Standard anthropometric measurements, including NC and BMI, were obtained. Age- and sex-specific smoothed NC percentile curves were generated using the LMS method. Age-adjusted partial correlation analysis was performed separately for boys and girls to examine the NC-BMI relationship. Receiver operating characteristic (ROC) curve analysis was performed to determine optimal NC cut-off values for classifying IOTF-obesity and IOTF-overweight + obesity. A strong positive correlation was observed between NC and BMI in boys (r = 0.69, 95% CI 0.66-0.72; p < 0.001) and girls (r = 0.64, 95% CI 0.61-0.67; p < 0.001). NC values increased with age and exhibited significant sexual dimorphism, particularly during puberty. Age-stratified NC cut-off values for identifying obesity (IOTF-obesity) and overweight/obesity (IOTF-overweight + obesity) were determined for three age groups (< 10, 10-14, and 15-18 years) in boys and girls. AUC values ranged from 0.78 to 0.93, indicating acceptable to excellent discriminatory ability.   Conclusion: This study provides age- and sex-specific NC reference values for Turkish children and adolescents. NC is a practical, reliable, and noninvasive anthropometric measure for obesity screening. The identified cut-off values might be useful in clinical and school-based settings for identifying children at risk of obesity. What is Known: • NC is a simple anthropometric measure associated with obesity and cardiometabolic risk in children and adolescents. • Population-specific percentile references are required because anthropometric indicators vary by ethnicity and region. What is New: • This study provides updated age- and sex-specific NC percentile reference values based on a large school-based sample from central Afyonkarahisar, Türkiye. • New NC cut-off values with acceptable to excellent discriminatory accuracy for obesity screening are proposed for clinical and school-based use.

Indexed as

Mass ScreeningNeckPediatric ObesityAdolescentBody Mass IndexChildCross-Sectional StudiesFemaleHumansMaleReference ValuesROC CurveTurkeyAdolescentsChildrenLambda-Mu-Sigma methodNeck circumferenceObesityReceiver operating characteristic analysis

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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.