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. Author manuscript; available in PMC: 2024 Jan 1.
Published in final edited form as: Surgery. 2022 Oct 22;173(1):207–214. doi: 10.1016/j.surg.2022.05.047

Table IV.

Characteristics of testing cohort in simulation

Remained at original hospital (n = 852) Moved in simulation to higher-performing
hospital (n = 662)
P value
Age (y) 69.2 (10.8) 69.1 (11.1) .863
Female sex 589 (69.1) 446 (67.4) .465
Race .004
 Black 48 (5.6) 56 (8.5)
 White 738 (86.6) 531 (80.2)
 Other 66 (7.7) 75 (11.3)
Dual eligible 202 (23.7) 138 (20.8) .185
Claims-based frailty index 0.160 (0.055) 0.166 (0.061) .066
Cancer histology .294
 Papillary 779 (91.4) 615 (92.9)
 Follicular 73 (8.6) 47 (7.1) .645
SEER summary stage
 In situ <11 (<1.3) <11 (<1.7)
 Local >601 (>70.5) >454 (>68.5)
 Regional 212 (24.9) 167 (25.2)
 Distant 27 (3.2) 19 (2.9)
 Unstaged <11 (<1.3) 11 (1.7)
Selected comorbidities before surgery
 Vocal cord dysfunction 23 (2.7) 29 (4.4) .075
 Hypocalcemia 21 (2.5) 20 (3.0) .508
 Tracheostomy <11 (<1.3) <11 (<1.7) .858
 Hypothyroidism 395 (46.4) 314 (47.4) .679
Procedure type .197
 Partial thyroidectomy 214 (25.1) 149 (22.5)
 Total thyroidectomy 425 (49.9) 361 (54.5)
 Total thyroidectomy with neck dissection 213 (25.0) 152 (23.0)
Visit type .162
 Inpatient 252 (29.6) 218 (32.9)
 Outpatient 600 (70.4) 444 (67.1)
ICD era .261
ICD-9 445 (52.2) 365 (55.1)
ICD-10 407 (47.8) 297 (44.9)
Distance from home to original hospital, median (IQI) 15.00 (6.62–36.65) 8.60 (4.30–16.05) < .001

Results are presented as n (%). Due to restrictions of the data use agreement, cell counts >0 and <11 are depicted as <11. Patients in the testing cohort were included in the simulation if they received care from a hospital that was ranked using the training cohort. Patients with an unranked original hospital were thus excluded (n = 259). Patients were eligible for simulated care at a higher-quality hospital if a hospital in a higher quartile with >10 cases was identified at ≤30 miles.

ICD, International Classification of Diseases; ICD-9, ICD, Ninth Revision; ICD-10, ICD, Tenth Revision; IQI, interquartile interval; SEER, Surveillance, Epidemiology, and End Results.