Review of Primary Care Practice and Education (Kajian Praktik dan Pendidikan Layanan Primer)
Vol 8, No 2 (2025): July

Optimizing Prediabetes Detection in Primary Care: Evaluating the Glucose Challenge Test

Yaltafit Abror Jeem (Department of Public Health
Faculty of Medicine
Universitas Islam Indonesia)

Rahma Yuantari (Department of Clinical Pathology
Faculty of Medicine
Universitas Islam Indonesia)

Hajar Admira Widiatninda (Faculty of Medicine
Universitas Islam Indonesia)

Russy Novita Andriani (Faculty of Medicine
Universitas Islam Indonesia)

Linda Rosita (Department of Clinical Pathology
Faculty of Medicine
Universitas Islam Indonesia)

Erlina Marfianti (Department of Internal Medicine
Faculty of Medicine
Universitas Islam Indonesia)



Article Info

Publish Date
29 Aug 2026

Abstract

Background: The rising incidence of prediabetes necessitates effective early detection strategies in primary care settings. While the Glucose Challenge Test (GCT) is well-established for gestational diabetes screening, its validity for prediabetes screening in the general non-pregnant population remains inadequately explored. Objective: This study aimed to evaluate the diagnostic validity of GCT as a screening tool for prediabetes in adults within the primary care context compared to the Oral Glucose Tolerance Test (OGTT) as the gold standard. Methods: An observational-analytical study with a cross-sectional diagnostic test design was conducted in three community health centers in Yogyakarta, Indonesia,from April to November 2018. . Participants aged 35-64 years were recruited using cluster sampling. Of 213 initially recruited participants, 65 completed the full diagnostic protocol. Data were analyzed using 2×2 contingency tables and Receiver Operating Characteristic (ROC) curve analysis. Results: The prevalence of prediabetes in the study population was 30.76%. The GCT demonstrated an Area Under the Curve (AUC) of 63.6% (95% CI: 47.8%–79.4%), indicating poor to fair diagnostic accuracy. At the optimal cut-off point, the GCT showed a sensitivity of 40% and a specificity of 80%. The positive predictive value (PPV) and negative predictive value (NPV) were 47.06% and 75%, respectively. Conclusion: Although the GCT is feasible for "any-time" screening in primary care due to its non-fasting nature, its low sensitivity suggests it may not be sufficient as a standalone screening tool for prediabetes in its current protocol. Further optimization of cut-off values or its use as an opportunistic tool in high-risk populations may be considered. 

Copyrights © 2025






Journal Info

Abbrev

rpcpe

Publisher

Subject

Education Health Professions Medicine & Pharmacology Public Health

Description

The Review of Primary Care Practice and Education is a bilingual open access journal which provides scientific information on the field of ‘Primary Care’ and ‘Family Medicine’ in the form of research-based scientific articles, case reports, policy briefs and new findings from experts, ...