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. 2025 Jun 2;16(4):1303–1318. doi: 10.1007/s41999-025-01242-8

Table 2.

Characteristics of the included studies

Authors Country Year Sample size Age (mean or median) Gender Frailty tool Type of AE
Deiner et al. [42] USA 2023 505 76.7 (SD ± 5.22) Female n = 297 (58.8%) Frailty index and frailty phenotype Postoperative delirium POD
Esmaeeli et al. [27] USA 2022 556 85 (SD ± 7) Female 388 (69.78%) FRAIL Score Postoperative delirium POD
Sieber et al. [29] USA 2022 324 4AT < 4 = mean age 73.1 (SD 6.2)/4AT ≥ 4 = mean age 77.5 (SD 6.3) Female 128 (39.5%) Edmonton frailty scale EFS Postoperative delirium POD
Joseph et al. [43] USA 2017 350

Non-frail: 76.5/SD = 5.1

Pre-frail: 76.9/SD = 7.9

Frail: 77.5/SD = 8.4

Non-frail (n = 126): 63 males (50%), 63 females (50%)

Pre-frail (n = 91): 62 males (68%), 29 females (32%)

Frail (n = 133): 71 males (53%), 62 females (47%)

Trauma-Specific Frailty Index (TSFI) Urinary tract infection UTI, pneumonia, sepsis, disseminated intravascular coagulation DIC, deep venous thrombosis DVT and pulmonary embolism PE
Leung et al. [44] USA 2010 63

Delirium 74.2

SD 6.0

No delirium 71.9

SD 6.3

Female: Delirium (n = 16) 8 (50%)

No delirium (n = 47) 26 (55%)

Fried phenotype Postoperative delirium POD
Hanlon et al. [33] USA 2004 397 Aged 65–74/213 (53.6%), Aged ≥ 75/184 (46.4%) Female 11 (2.8%) 10-item frailty score based on Veterans Affairs (VA) Cooperative Study health service trial Inappropriate drug prescribing
Mcevoy et al. [30] Australia 2023 44,721 80 (SD 7) Female 25,306 (57%) Clegg’s clinical ICD-10-AM coded cumulative deficit items Falls, pressure injury, delirium, pneumonia, thromboembolism
Thillainadesan et al. [26] Australia 2021 150 79.5 (SD ± 7.7) Males 102 (68.0%) The clinical frailty scale CFS and a 37-item FI based on the Rockwood FI Functional decline, constipation, pressure injury, fall, delirium
Hubbard et al. [31] Australia 2017 1418 81.0 (SD 6.8) Female 780 (55.0%) A frailty index (FI-AC) Inpatient fall, delirium, pressure ulcer functional decline
Chan et al. [37] Canada 2019 423 CFS 1–3 n = 71 mean SD: 77.1 (6.9)/CFS 4 n = 72 mean SD: 79.3 (8.1)/CFS 5 n = 92 mean SD: 83.4 (7.2)/CFS 6–9 n = 187 mean SD: 85.2 (8.2) Female: CFS 1–3 n = 45 (63.4%)/CFS 4 n = 47 (65.3%)/CFS 5 n = 50 (54.4%)/CFS 6–9 n = 125 (66.8%) Clinical Frailty Scale CFS Delirium, venous thromboembolism, pneumonia, urinary tract infection, myocardial injury, need for transfusion, pressure ulcer and falls
Dasgupta et al. [41] Canada 2009 125 Entire cohort (mean): 77.4/Patients without complications (n = 94): 76.3 ± 5.0/Patients with complications (n = 31): 80.8 ± 5.8 Female: n = 72 (58%) Edmonton frailty scale EFS

Cardiac complications: one of either ischaemia, congestive heart failure, new arrhythmia or sudden death

Pulmonary complications: one of either pneumonia, significant bronchospasm, deep venous thrombosis or pulmonary embolisms (DVT or PE), the excessive need for respiratory support. Delirium

Jung et al. [34] South Korea 2022 1016 CFS < 5 (n = 637) 71.8 ± 5.1, CFS ≥ 5 (n = 379) 75.0 ± 7.2

Female

CFS < 5 (n = 637) 215 (33.8%), CFS ≥ 5 (n = 379) 200 (52.8%)

Clinical frailty scale CFS Fall, pressure ulcer, delirium
Kim et al. [36] South Korea 2021 85 74.05(SD ± 6.47) Female 50 (58.8%) Korean version of the fatigue, resistance, ambulation, illnesses, and loss of weight (K-FRAIL) scale Poor oral intake, Voiding difficulty, urinary tract infection, delirium, pneumonia, postoperative hematoma, acute kidney injury, electrolyte imbalance, sepsis, cardiac arrest, superficial wound infection
Nowak et al. [35] Poland 2023 174 Robust 70.8 ± 4.2, Pre-frail 72.8 ± 5.8, Frail 79.2 ± 8.0 Female: Robust (n = 54) 15 (27.8%) Pre-Frail (n = 52) 24 (46.1%), Frail (n = 68) 39 (57.4%) FRAIL Score Bleeding, infection, arrhythmia, acute kidney injury (AKI), delirium, stroke/transient ischaemic attack (TIA), liver injury, hypoglycaemia
Chen et al. [39] China 2022 227 71.2 [SD ± 4.8] Male 140 (61.7%) FRAIL Score Postoperative pulmonary complications PPCs (pneumonia, pulmonary congestion, bronchospasm, atelectasis, pneumothorax, respiratory failure, pleural effusion or requirement for mechanical ventilation)
Aceto et al. [40] Italy 2021 97 With PPC 73.3 ± 7.1/Without PPC 69.7 ± 4.7 Female n = 47 (44.7%) Modified Frailty Index (mFI) PPCs (respiratory failure, pulmonary infection, aspiration pneumonia, pleural effusion, pneumothorax, atelectasis on chest X-ray, bronchospasm, or un-planned urgent re-intubation)
Welch et al. [28] UK 2019 1507 80.0 (SD ± 8.3) Female 798 (54.2%) Clinical frailty scale CFS Delirium
Birkelbach et al. [38] Germany 2019 1186 74.0 [SD ± 4] Male 623 (52.5%) Fried phenotype Pneumonia, pulmonary embolism, acute kidney injury, cerebrovascular accident, coma, superficial and deep wound infections, urinary tract infection, sepsis, deep vein thrombosis, myocardial infarction, cardiac arrest
Joosten et al. [32] Belgium 2014 220 Pre-frail and non-frail 83.7 ± 4.8, Frail 83.3 SD ± 5.4) Female 126 (57%) Cardiovascular Health Study (CHS) and the Study of Osteoporotic Fracture (SOF) frailty index In-hospital delirium and falls