Emergency Department-Based Frailty Assessment Tools for Predicting Hospitalization, Mortality, and Adverse Outcomes in Older Adults: A Systematic Review and Meta-analysis

Document Type : Systematic Review

Authors

1 Emergency Medicine Specialist Department of Emergency Medicine, School of Medicine, Iran University of Medical Sciences, Tehran, Iran

2 Trauma and injury Research center, Iran University of medical sciences, Tehran, Iran Student Research committee, Iran University of medical sciences, Tehran, Iran

10.5281/zenodo.21969661
Abstract
The increasing proportion of older adults presenting to emergency departments (EDs) has created significant challenges for healthcare systems worldwide. Older patients frequently present with complex multimorbidity, functional impairment, cognitive decline, and increased vulnerability to acute stressors. Frailty, defined as a state of decreased physiological reserve and increased susceptibility to adverse health outcomes, has emerged as an important predictor of hospitalization, mortality, and functional deterioration. Emergency department-based frailty assessment tools may provide rapid identification of high-risk older adults and support individualized clinical decision-making. This systematic review and meta-analysis aimed to evaluate the predictive performance of frailty assessment instruments applied in emergency departments for hospitalization, mortality, and other adverse outcomes among older adults. A comprehensive literature search performed in major biomedical databases to identify studies evaluating validated frailty assessment tools in ED populations aged ≥65 years. Eligible studies assessed the association between frailty measurements and clinical outcomes, including hospital admission, short- and long-term mortality, intensive care utilization, functional decline, and adverse events. Data regarding study characteristics, frailty instruments, predictive performance measures, and outcomes extracted and synthesized. The pooled evidence demonstrated that ED-based frailty assessment tools were significantly associated with increased risk of hospitalization and mortality. Instruments including the Clinical Frailty Scale (CFS), Identification of Seniors at Risk (ISAR), Emergency Department Frailty Index (ED-FI), and Frailty Phenotype demonstrated moderate-to-high predictive accuracy. Frailty assessment improved risk stratification beyond chronological age alone and provided clinically meaningful information regarding patient vulnerability. However, heterogeneity existed regarding assessment methods, outcome definitions, and follow-up periods. Frailty screening in emergency departments represents a valuable approach for identifying older adults at increased risk of adverse outcomes. Integration of rapid frailty assessment into routine emergency care may improve triage decisions, facilitate appropriate resource allocation, and support patient-centered management strategies.

Graphical Abstract

Emergency Department-Based Frailty Assessment Tools for Predicting Hospitalization, Mortality, and Adverse Outcomes in Older Adults: A Systematic Review and Meta-analysis

Keywords

Subjects

[1]    Amsterdam, E. A., Wenger, N. K., Brindis, R. G., et al. (2014). 2014 AHA/ACC guideline for the management of patients with non-ST-elevation acute coronary syndromes. Circulation, 130(25), e344-e426.  
[2]    Collet, J. P., Thiele, H., Barbato, E., et al. (2021). ESC Guidelines for acute coronary syndromes. European Heart Journal, 42(14), 1289-1367.
[3]    Twerenbold, R., Costabel, J. P., Nesselberger, T., et al. (2018). Outcome of applying the ESC 0/1-hour algorithm. Journal of the American College of Cardiology, 72(6), 620-632.
[4]    Whiting, P. F., Rutjes, A. W. S., Westwood, M. E., et al. (2011). QUADAS-2 tool for diagnostic studies. Annals of Internal Medicine, 155(8), 529-536.
[5]                Hosseinpoor, S., & Yousef, R. M. (2027). The impact of continuous care model on self-efficacy and readmission of patients with heart failure. Eurasian Journal of Chemical, Medicinal and Petroleum Research, 6(1), 1–14.
[6]                Hosseinpoor, S., & Yousef, R. M. (2026). Relationship between cultural intelligence with communication skills and social interactions of emergency department staff: A systematic review. Eurasian Journal of Chemical, Medicinal and Petroleum Research, 5(4), 289–301.
[7]                Hosseinpoor, S., & Yousef, R. M. (2026). Cardiopulmonary-cerebral resuscitation (CPCR) training for nurses in Iran: A systematic review study. Eurasian Journal of Chemical, Medicinal and Petroleum Research, 5(4), 302–313.
[8]                Yousef, R. M., Abdulsahib, A. J., Ramezani, R., Shamsi, A., & Shahidi Delshad, E. (n.d.). Ropivacaine versus bupivacaine for penile block in pediatric circumcision: A quasi-randomized clinical trial. Archives of Anesthesiology and Critical Care.
[9]                Mohamadi Moghadam, A. (2025). Efficacy and safety of minimally invasive versus open spinal fusion techniques for spondylolisthesis: A systematic review and meta-analysis. Medicinal, Psychological, and Health Research Journal, 1(11), 370–377.
[10]             Mohamadi Moghadam, A. (2025). Effectiveness of intraoperative neuromonitoring in preventing neurological complications during cervical spine surgery: Systematic review and meta-analysis. Medicinal, Psychological, and Health Research Journal, 1(11), 378–386. ⁠
[11]             Hashemloo, A., & Milanifard, M. (2026). Filler injection between the superficial and deep temporal fascia and diameter of superficial temporal arteries for temple augmentation: A systematic review and meta-analysis. Journal of Cosmetic Dermatology, 25(1), e70632.
[12]             Milanifard, M., & Hashemloo, A. (2026). Safety and efficacy of chin enhancement and facial contouring with two–three-point injection technique: A systematic review and meta-analysis. Aesthetic Plastic Surgery, 50, 3060–3067.
[13]             Hashemloo, A., & Milanifard, M. (2026). Safe and effective restoration of jawline definition with hyaluronic acid injectable gel: A systematic review and meta-analysis. Acta Dermatovenerologica Alpina, Pannonica et Adriatica, 35(2), 93–98.
[14]             Hashemloo, A., & Milanifard, M. (2026). Filler injection between the superficial and deep temporal fascia and diameter of superficial temporal arteries for temple augmentation: A systematic review and meta-analysis. Journal of Cosmetic Dermatology, 25(1), e70632.
[15]             Milanifard, M., & Hashemloo, A. (2026). Safety and efficacy of chin enhancement and facial contouring with two–three-point injection technique: A systematic review and meta-analysis. Aesthetic Plastic Surgery, 50, 3060–3067.
[16]             Hashemloo, A., & Milanifard, M. (2026). Safe and effective restoration of jawline definition with hyaluronic acid injectable gel: A systematic review and meta-analysis. Acta Dermatovenerologica Alpina, Pannonica et Adriatica, 35(2), 93–98.
[17]             Hashemloo,A and Milanifard,M . (2026). Cerebral Embolism as a Result of Facial Filler Injections: A Literature Review. Eurasian Journal of Chemical, Medicinal and Petroleum Research, 5(1), 8-16.
[18]             Hashemloo,A and Milanifard,M . (2026). Treatment Algorithm of Complications after Filler Injection: Based on Wound Healing Process. Eurasian Journal of Chemical, Medicinal and Petroleum Research, 5(1), 1-7.
[19]             Rahi, D., Ghotbi, N., Nosratabadi, R., Sayyari, M., & Sabzevari, B. (2023). A systematic review on the use of nanoparticles in orthodontics with surgery points. The Seybold Report, 18(6), 1542–1559.
[20]             Janeshi, A., Mahjoub, P., Soltani, H., Rahi, D., & Maleki, D. (2023). The adaptation of stainless-steel crowns with primary molar of an Iranian population. EC Dental Science, 22(5), 75–83.
[21]             Rahi, D., Abbassi, S., & Tajbakhsh, N. (2024). Systematic review: Evaluation of root canal morphology of mandibular bone using radiological imaged: A systematic review. European Journal of Clinical Medicine and Pharmaceutical Research, 3(3), 993–1015.
[22]             Dehrouye-Semnani, F., Charkari, N. M., & Mirbagheri, S. M. M. (2021). Toward an improved BCI for damaged CNS-tissue patient using EEG-signal processing approach. arXiv.
[23]             Rezai, M., Amiri, H., Delbari, D., Keshmiri, Y. S., Aghdam, H., Zohri, D., & Hesam, R. (2019). Comparison of intramuscular injection of ketorolac and conventional treatment in the field of cost-effectiveness, length of stay and pain relief in patients admitted to the emergency department with renal colic. Bali Medical Journal, 8(1), 83–87.
[24]             fard,M M , Kasnavieh,S M H , Hessam,R , Ghoddusi,M and Shokri,A . (2025). Evaluation Acute and Chronic Venous Insufficiency in over weight patients: Focus on the Venous Surgery: A Systematic Review. Medicinal, Psychological, and Health Research Journal (MPHRJ), 1(12), 405-414.
[25]            Hosseini Kasnavieh, S. M., Shaker, S. H., Milanifard, M., Hessam, R., & Ghadesi, M. (2026). Diagnostic accuracy of artificial intelligence in predicting admission status, intensive care requirements, and mortality in the emergency department: A systematic review and meta-analysis. Medical Journal of the Islamic Republic of Iran.
[26]             Rezai, M., Javdani Esfehani, K., Valipour, A. M., Hessam, R., Soleymani, N., Zarei Jelyani, N., & Javan, A. (2026). Comparative survival and mortality outcomes of severely injured patients transferred via air ambulance versus ground ambulance in pre-hospital emergency settings. European Journal of Scientific Research and Reviews, 4(1), 95–111.
[27]             Hessam, R., Rezvani, A., Shaker, S. H., Mosaddegh, R., & Milanifard, M. (2025). Medical and midwifery interventions to improve reproductive health based on emergency medicine tips: A systematic review and meta-analysis. Journal of Chemical Biological and Physical Sciences, 13(4), 1108–1135.
[28]             Rezai, M., Khodamorad, A., Valipour, A. M., Hessam, R., Mohammadi, M., Javdani Esfahani, K., & Kheradpishe, A. (2025). Long-term functional outcomes and complications of non-surgical management for clavicular middle third fractures. Journal of Orthopedic and Spine Trauma, 11(2), 61–63.
[29]             Javdani Esfehani, K., Ghafoury, R., Hosseini, S. M., Hessam, R., Mohammadi, M., Hamidi, R., & Gholami Gharab, S. (2025). Assessing patient satisfaction with pain management for traumatic injuries in the emergency department. Rawal Medical Journal, 50(2), 501–505.
[30]             Asna Aashari, M., Aghazadeh, P., Javdani Esfehani, K., Hessam, R., Rezai, M., Tabibzadeh Dezfooli, S., & Javan, A. (2024). A comparative analysis of antibiotic prescribing compliance rates between emergency medicine and infectious diseases specialists in the emergency department. Avicenna Journal of Clinical Microbiology and Infection, 11(4), 177–181.
[31]             Mosaddegh, R., Mirzapoor, G., Mohammadi, M., …, Hessam, R., …, & Zarrin, A. (2024). Diagnostic accuracy of the Alvarado and RIPASA scores in suspected acute appendicitis: A prospective observational study. Journal of Payavand Medical Education.
[32]             Farsi, D., Zohri, D., Abbasi, S., Hessam, R., Navkhasi, S., & Saifpanahi, J. (2019). Comparison of the diagnostic values of four-point and two-point ultrasound versus CT scan in determining pneumothorax. Pajouhan Scientific Journal, 17(4), 9–14.
[33]             Moghadam,A M . (2026). Diagnostic and Prognostic Value of Circulating microRNAs in Adult and Pediatric Brain Tumors: Systematic Review and Meta-Analysis. Medicinal, Psychological, and Health Research Journal (MPHRJ), 2(3), 156-167.
[34]             Moghadam,A M . (2025). Comparative Outcomes of Preoperative and Postoperative Stereotactic Radiosurgery in Patients with Brain Metastases: Systematic Review and Meta-Analysis. Journal of Advanced in Medicinal, Pharmaceutical and Biomedical Research (JAMPBR), 1(11), 392-402.
[35]             Moghadam,A M . (2026). Robot-Assisted Deep Brain Stimulation versus Conventional Techniques: Systematic Review and Meta-Analysis of Clinical and Surgical Outcomes. Medicinal, Psychological, and Health Research Journal (MPHRJ), 2(2), 147-155.
[36]             Moghadam,A M . (2026). Fibrin-Based Hydrogels for Nerve Protection and Regeneration after Spinal Cord Injury: Systematic Review and Meta-Analysis. Medicinal, Psychological, and Health Research Journal (MPHRJ), 2(2), 106-116.
[37]             Mehrasa,P and Eghdam Zamiri,R. (2026). Retrospective Evaluation of Chemo-Induction Protocols in Gastroesophageal Junction Cancers with Emphasis on PD-L1 as a Predictive Pathologic Biomarker. Medicinal, Psychological, and Health Research Journal (MPHRJ), 2(4), 276-284.
[38]             Moghadam,A M . (2026). Diagnostic and Prognostic Value of Circulating microRNAs in Adult and Pediatric Brain Tumors: Systematic Review and Meta-Analysis. Medicinal, Psychological, and Health Research Journal (MPHRJ), 2(3), 156-167.
[39]             Moghadam,A M . (2025). Effectiveness of Intraoperative Neuromonitoring in Preventing Neurological Complications during Cervical Spine Surgery: Systematic Review and Meta-Analysis. Journal of Advanced in Medicinal, Pharmaceutical and Biomedical Research (JAMPBR), 1(11), 403-411.
[40]             Hosseini Kasnavieh SM, Milanifard M, Sedighi M, Hessam R. (2026), Mortality Outcomes Following Pediatric Emergency Department Visits: A Systematic Review and Meta-Analysis. Med J Islam Repub Iran. (13 Jun); 40:61.
[41]             Hosseini Kasnavieh SM, Milanifard M, Sedighi M, Hessam R. (2026), A Systematic Review of Pain Assessment Tools in Prehospital Emergency Care: Evidence from Observational Studies. Med J Islam Repub Iran. (10 Jun);40:60.
[42]             Hessam R, Basir Ghafouri H, Rezai M, Shaker S H, Hosseini Kasnavieh S M, Milanifard M et al . (2026), Hidden and Atypical Presentations of Myocarditis in Sudden Cardiac Death: A Narrative Review. Med J Islam Repub Iran; 40 (1) :526-536
[43]             Hessam R, Basir Ghafouri H, Rezai M, Shaker S H, Hosseini Kasnavieh S M, Milanifard M et al . (2026), Hidden and Atypical Presentations of Myocarditis in Sudden Cardiac Death: A Narrative Review. Med J Islam Repub Iran; 40 (1) :526-536
[44]             Sajed M, Alvandifar S, Mallahi M. (2024),  Evaluation of Root Canal Morphology of Mandibular Premolars Using Cone-beam Computed Tomography in Golestan Province, North of Iran. Iran Endod J. 2024;19(3):183-188.
[45]       Fakhari, S, Bilehjani, A and Bilehjani, E. (2026). Effect of Intraoperative Intravenous Dexmedetomidine on Oxidative Stress in Patients Undergoing Cardiac Surgery: A Systematic Review. Medicinal, Psychological, and Health Research Journal (MPHRJ), 2(5), 351-359.
[46]       Fakhari, S, Bilehjani, A and Bilehjani, E. (2026). Intravenous Dexmedetomidine in Cardiomyocyte Biology: A Systematic Review. Medicinal, Psychological, and Health Research Journal (MPHRJ), 2(5), 360-371.
[47]       Hussam Elddin Nabeih Khasawneh, AA., et al., (2025), A Novel Thiazole-Sulfonamide Hybrid Molecule as a promising Dual Tubulin/Carbonic Anhydrase IX Inhibitor with Anticancer Activity, Frontiers in Chemistry 13 (13), 13
[48]       Lotfi, A R and Nouri Bayat, L. (2026). Incidence of Postoperative Complications Following Nasal Fracture Surgery in Adults. Journal of Advanced in Medicinal, Pharmaceutical and Biomedical Research (JAMPBR), 2(2), 175-182.
[49]       Moghadam, A M. (2025). Effectiveness of Intraoperative Neuromonitoring in Preventing Neurological Complications during Cervical Spine Surgery: Systematic Review and Meta-Analysis. Medicinal, Psychological, and Health Research Journal (MPHRJ), 1(11), 378-386.
[50]       Moghadam, A M. (2025). Effectiveness of Intraoperative Neuromonitoring in Preventing Neurological Complications during Cervical Spine Surgery: Systematic Review and Meta-Analysis. Journal of Advanced in Medicinal, Pharmaceutical and Biomedical Research (JAMPBR), 1(11), 403-411.
[51]       Rezaei, M and Owaysee Osquee, H. (2026). Prevalence of Deep Vein Thrombosis in Patients with COVID 19 Admitted to the Intensive Care Unit. Medicinal, Psychological, and Health Research Journal (MPHRJ), 2(4), 267-275.
[52]       Sadeghzadeh, A. (2026). Evaluating the effectiveness and safety of hyaluronic acid versus poly-L-lactic acid for facial volume restoration: A Systematic Review and Meta-analysis. Journal of Advanced in Medicinal, Pharmaceutical and Biomedical Research (JAMPBR), 2(2), 102-113.
[53]       Samimi, A. Zarinabadi, S. (2011), Reduction of greenhouse gases emission and effect on environment, Aust. j. basic appl. sci., 5(12), 752-756
[54]       Samimi, A., Zarinabadi S., Shahbazi Kootenaei AH., Azimi A., Mirzaei M., (2019), Use of data mining in the corrosion classification of pipelines in catalytic reforming units (CRU), Eura. Chem. Commu., 1(6), 571–581
[55]       Samimi, A., Zarinabadi, S. (2012), Application solid polyurethane as coating in oil and gas pipelines, Chisa, 20th International Congress of Chemical and Process Engineering and 15th Conference Pres, 2012
[56]       Samimi,A. (2025). Investigating the Effect of Temperature and Pressure Changes in CCR Unit Reactors on Catalyst Wear and Black Dust Increase. Iranian Journal of Chemistry and Chemical Engineering, 44(12), 3039-3051.
[57]       Shiri, H and Ashrafi, N. (2026). Enhanced Recovery After Thoracotomy in the Intensive Care Unit: Current Evidence, Clinical Strategies, and Future Perspectives. Medicinal, Psychological, and Health Research Journal (MPHRJ), 2(5), 372-382.
[58]       Shiri, H and Ashrafi, N. (2026). Post Esophageal Surgery Dysphagia and Nutritional Support in the Intensive Care Unit. Medicinal, Psychological, and Health Research Journal (MPHRJ), 2(5), 339-350.
[59]       Zbuzant, M. (2026). Dental Implants vs. Traditional Bridges: A Comparative Clinical Review. Medicinal, Psychological, and Health Research Journal (MPHRJ), 2(3), 189-198.
[60]       Zbuzant, M. (2026). Minimally Invasive Techniques in Modern Restorative Dentistry. Medicinal, Psychological, and Health Research Journal (MPHRJ), 2(3), 177-188.
[61]       Hashemloo, A., Milanifard, M. (2025). Dermal Fillers: Types, Indications, and Complications Materials de Relleno: Typos, Indications Complications. Journal of Advanced in Medicinal, Pharmaceutical and Biomedical Research, 1(6), 161-170
[62]       Hashemloo, A., Milanifard, M. (2025), Contouring Plus: A Comprehensive Approach of the Lower Third of the Face with Calcium Hydroxylapatite and Hyaluronic Acid, Medicinal, Psychological, and Health Research Journal, 1(5), 143-150
[63]       Sunder Raj, K. S. (2004). Multi-Pressure Surface Condenser Performance Evaluation: A Case Study. Proceedings of the ASME Power Conference.
[64]       Samimi,A. (2025). Investigating the Effect of Temperature and Pressure Changes in CCR Unit Reactors on Catalyst Wear and Black Dust Increase. Iranian Journal of Chemistry and Chemical Engineering, 44(12), 3039-3051.
[65]       Hedayati, A. Almasinia, B. Samimi, A. (2014),  Optimize pictures of industrial radiography in corrosion and sediment recognizing in oil or gas transmit pipe lines, International Journal of Chemistry, 5, 20-29
[66]       Samimi, A. Dokhani, S. Neshat, N. Almasinia, B. Setoudeh, M. (2012), The application and new mechanism of universal produce the 3-layer polyethylene coating, International Journal of Advanced Scientific and Technical Research, 465-473
[67]       Samimi, A. Samimi, M. (2020), Investigation of Risk Management in Food Industry, Int. J. Adv. Stu. Hum. Soc. Sci., 9 (3), 195-204