Altitude‐Related Laboratory Changes and a Novel Hemoglobin Estimation Model: A Retrospective Analysis in Children and Adults

ABSTRACT Introduction Hypobaric hypoxia at higher residential altitudes may modify routine laboratory parameters and complicate their interpretation in emergency care. We examined associations between altitude (0–2500 m) and laboratory findings and developed a hemoglobin estimation model. Methods This single‐center, retrospective cross‐sectional study included 2302 patients aged ≥ 1 year admitted to the Emergency Department of Kars Harakani State Hospital on January 1–3 and July 1–3, 2024. Patients were categorized as children (1–17 years) or adults (≥ 18 years). Hematological and biochemical results were retrieved from electronic records. Altitude–laboratory associations were analyzed using correlation and linear regression. A multivariable regression model was constructed to identify determinants of hemoglobin variation. Results Among 2302 admissions, 30.8% were pediatric. Hemoglobin, hematocrit, erythrocyte indices, pO 2 , and SaO 2 demonstrated the most consistent altitude‐related patterns. In adults, altitude showed positive associations with glucose, urea, creatinine, COHb, MetHb, calcium, ALT, AST, bilirubin, and selected erythrocyte and platelet indices, and negative associations with SaO 2 , pO 2 , PLT, PCT, GFR, and HCO 3 (all p < 0.05). Most parameters were not significantly associated with altitude in children. SaO 2 and pO 2 were lower in summer than winter ( p < 0.05). The final model explained 83% of hemoglobin variability, incorporating altitude, age, sex, smoking, pregnancy, malignancy, and chronic disease. Conclusion Residential altitude was associated with measurable variation in hematological, biochemical, and oxygenation parameters among emergency department patients. Altitude should be considered when interpreting laboratory results in clinical practice. The proposed hemoglobin model integrates altitude and clinical variables to characterize hemoglobin variability within this cohort.