# Temporal trends and determinants of ED visits in sickle cell disease: a multicenter EHR study from Saudi Arabia (2016–2021)

**Authors:** Majed Ramadan, Marya Bagatadah, Olwa Marwah, Jana Bahawi, Talah Mriani, Amani Alshamrani, Aldanah Alzaid, Neda Aboulola, Doaa Aboalola

PMC · DOI: 10.3389/fmed.2026.1730036 · Frontiers in Medicine · 2026-02-05

## TL;DR

This study examines the rising trend of emergency department visits among sickle cell disease patients in Saudi Arabia from 2016 to 2021 and identifies factors like age, gender, and asthma that contribute to these visits.

## Contribution

The study provides the first multicenter analysis of ED utilization patterns and predictors in Saudi Arabia for sickle cell disease patients using electronic health records.

## Key findings

- ED visits increased by 76.3% from 2016 to 2021, with a significant rise in hospital admissions.
- Male gender, older age, and asthma were significant predictors of higher ED utilization.
- Opioids were prescribed in 96.5% of ED visits, mostly for single-day use.

## Abstract

Sickle cell disease (SCD) is a major chronic hematologic disorder in Saudi Arabia associated with recurrent vaso-occlusive crises (VOCs), acute pain episodes, and heavy reliance on emergency department (ED) visits. Despite improvements in survival, longitudinal data on ED utilization patterns and their determinants remain limited in the region. Therefore, the aim of this study is to assess temporal trends and predictors of ED utilization among patients with SCD across multiple tertiary centers in Saudi Arabia between 2016 and 2021.

This multicenter retrospective cohort study analyzed data from the National Guard Health Affairs (NGHA) electronic health record (EHR) system across five hospitals (Riyadh, Jeddah, Madinah, Dammam, and Al-Ahsa). The study included all patients with a confirmed SCD diagnosis (ICD-10 code D57) and at least one ED visit during the study period. After applying the eligibility criteria, 691 patients were included.

Demographics, comorbidities, hospital region, and prescribed ED medications, including opioids, non-steroidal anti-inflammatory drugs (NSAIDs), neuropathic agents, and benzodiazepines. The primary outcome was annual ED visits per patient. Multivariable negative binomial regression estimated incidence rate ratios (IRRs) with 95% confidence intervals (CIs), adjusted for demographics, comorbidities, and clustering by hospital site.

The cohort [mean (SD) age, 26.5 (13.6) years; 350 (50.7%) men] showed a sharp rise in ED visits from 9.2 visits in 2016 to 38.8 in 2021 (relative increase, + 76.3%; P < 0.001). Hospital admissions also rose from 6.3 to 13.6 (P < 0.001). In 2021, the mean ED visit rate [38.83 (2) ± 10.59] exceeded the threshold for high ED utilization > 33. Male gender (IRR, 1.52; 95% CI, 1.28–1.81; P < 0.001), older age (per 10 years: IRR, 1.27; 95% CI, 1.08–1.50; P = 0.006), and asthma (IRR, 1.29; 95% CI, 1.04–1.60; P = 0.02) predicted higher ED utilization. Opioids were prescribed in 96.5% of visits, mostly for single-day use (93.5%).

ED utilization among patients with SCD from the NGHA hospitals in Saudi Arabia rose substantially between 2016 and 2021, reflecting both clinical severity and system-level care gaps. Our findings highlight the need for standardized pain protocols, comprehensive outpatient services, and Vision 2030–aligned transformations to reduce preventable ED dependence.

## Linked entities

- **Chemicals:** opioids (PubChem CID 126961754)
- **Diseases:** sickle cell disease (MONDO:0011382), asthma (MONDO:0004979)

## Full-text entities

- **Genes:** HBB (hemoglobin subunit beta) [NCBI Gene 3043] {aka CD113t-C, ECYT6, beta-globin}
- **Diseases:** reperfusion injury (MESH:D015427), -care (MESH:D003428), hypertension (MESH:D006973), hematologic disorder (MESH:D006402), endocrine disturbances (MESH:D004700), end-organ disease (MESH:C564816), COVID-19 (MESH:D000086382), chronic pain (MESH:D059350), kidney disease (MESH:D007674), neuropathic agents (MESH:D009437), multi-organ damage (MESH:D000092124), coronary artery disease (MESH:D003324), SCD (MESH:D000755), sickle cell trait (MESH:D012805), hyperalgesia (MESH:D006930), pulmonary hypertension (MESH:D006976), inflammation (MESH:D007249), leg ulcers (MESH:D007871), coronary disease (MESH:D003327), dyslipidemia (MESH:D050171), VOCs (MESH:D013224), pain (MESH:D010146), diabetes (MESH:D003920), avascular necrosis (MESH:D010020), Asthma (MESH:D001249), chronic kidney disease (MESH:D051436), ED (MESH:D004630), stroke (MESH:D020521), opioid toxicity (MESH:D009293), autosomal recessive disorder (MESH:D030342), ischemia (MESH:D007511), hypoxia (MESH:D000860), hemolysis (MESH:D006461), acute pain (MESH:D059787), MR (MESH:D008944)
- **Chemicals:** VOCs (-), benzodiazepines (MESH:D001569), Naloxone (MESH:D009270), hydroxyurea (MESH:D006918), nitric-oxide (MESH:D009569)
- **Species:** Enterovirus D (no rank) [taxon 138951], Homo sapiens (human, species) [taxon 9606]
- **Mutations:** valine for glutamic acid

## Full text

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## Figures

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## References

50 references — full list in the complete paper: https://tomesphere.com/paper/PMC12916708/full.md

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Source: https://tomesphere.com/paper/PMC12916708