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Record W4402847012 · doi:10.7759/cureus.70135

Prevalence of Childhood Obesity Among Children and Adolescents in Saudi Arabia: A Systematic Review

2024· review· en· W4402847012 on OpenAlexaboutno aff
Tasneem Rashed Adam, A. Hamed, Heba Saad M Mohammed, Tarteel Elryahi Elsayed Elshareef, Hanan Mushaeb, Awad Nafel A Al Harbi, Boran M Bawarith, Ahmed Abdullah Almalki, Nawal Alzaheb, Abdulaziz Hassan Alqarni, Mona Abdelbaky

Bibliographic record

VenueCureus · 2024
Typereview
Languageen
FieldMedicine
TopicObesity, Physical Activity, Diet
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineChildhood obesityObesityPediatricsEnvironmental healthFamily medicineOverweightPathology

Abstract

fetched live from OpenAlex

Childhood obesity is a growing public health concern worldwide, with significant implications for long-term health outcomes. Thus, the aim of this study is to highlight the prevalence and trend of obesity among children and adolescents in Saudi Arabia over the last 24 years. This systematic review included participants aged 2 to 19 years without systemic disease, reporting the prevalence of obesity using the Centers for Disease Control and Prevention (CDC) classification and BMI calculation, from studies in English or Arabic published between January 2000 and April 2024. We conducted a comprehensive search across multiple databases including ProQuest, Google Scholar, ISI Web of Science, Embase via Ovid, and MEDLINE via Ovid, and reviewed references of included studies. Data were extracted and quality assessed independently by two authors, with any disagreements resolved through discussion with a third reviewer, using the Newcastle-Ottawa Scale modified for this study. This systematic review included 21 studies from Saudi Arabia, published between 2006 and 2023, with participants aged 2 to 19 years. The studies involved a total of 63,512 subjects. Among children, the prevalence of overweight ranged from 5% to 29%, while obesity ranged from 3.8% to 49.7%, classified using CDC criteria. Quality assessment rated 10 studies as Very Good, 10 as Good, and one as Unsatisfactory. The systematic review of childhood obesity prevalence in Saudi Arabia over the past 24 years highlights alarming trends and significant public health implications. Our analysis emphasizes an increase in obesity rates among children and adolescents, revealing a complex link of socioeconomic, cultural, and lifestyle factors contributing to this epidemic.

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)0.008
metaresearch head score (Gemma)0.027
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.014
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.027
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0050.005
Bibliometrics0.0090.009
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0010.001
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 head0.017
GPT teacher head0.298
Teacher spread0.281 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations7
Published2024
Admission routes1
Has abstractyes

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