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. Author manuscript; available in PMC: 2018 Mar 1.
Published in final edited form as: Surgery. 2016 Oct 28;161(3):846–854. doi: 10.1016/j.surg.2016.08.041

Table V.

Adjusted odds ratios associated with of sociodemographic, clinical, and procedure characteristics among colorectal surgery patients by minority-serving status of operative hospitals, California Inpatient Database 2004–2011 (N = 168,590)

30-day readmission 90-day readmission Repeated readmissions



OR (95% CI) OR (95% CI) OR (95% CI)
Minority serving status (ref = Non-MSH)
  MSH 1.02 (0.92, 1.12) 1.04 (0.95, 1.13) 1.10 (0.96, 1.26)
Age (ref = ≥75 y)
  50–64 0.94 (0.89, 0.99)* 0.98 (0.94, 1.03) 0.88 (0.79, 0.97)*
  65–74 0.82 (0.76, 0.89) 0.89 (0.83, 0.95) 0.68 (0.60, 0.77)
  75+ 0.94 (0.87, 1.01) 1.05 (0.98, 1.13) 0.79 (0.68, 0.91)
Sex (ref = female)
  Male 1.01 (0.98, 1.04) 0.97 (0.94, 0.99)* 0.88 (0.83, 0.93)
Charlson Comorbidity Score (ref = 0)
  1 1.25 (1.21, 1.30) 1.28 (1.24, 1.32) 1.42 (1.32, 1.53)
  2+ 1.73 (1.65, 1.81) 1.85 (1.77, 1.93) 2.22 (2.05, 2.40)
Year 1.02 (1.01, 1.03) 1.01 (1.00, 1.02) 1.03 (1.01, 1.05)
Procedure type (ref = rectal)
  Colon 1.19 (1.12, 1.26) 1.19 (1.13, 1.25) 1.26 (1.13, 1.40)
Zip code-level income (ref = fourth quartile)
  First quartile 1.00 (0.95, 1.06) 0.99 (0.95, 1.04) 0.99 (0.89, 1.10)
  Second quartile 0.99 (0.94, 1.05) 0.99 (0.95, 1.03) 1.04 (0.95, 1.14)
  Third quartile 1.01 (0.96, 1.07) 1.00 (0.96, 1.05) 1.07 (0.98, 1.18)
Race (ref = NH white)
  API 0.92 (0.86, 0.98)§ 0.88 (0.84, 0.93) 0.91 (0.79, 1.03)
  Hispanic 1.03 (0.99, 1.08) 0.99 (0.95, 1.03) 1.02 (0.94, 1.12)
  NH black 1.18 (1.10, 1.25) 1.10 (1.05, 1.17) 1.24 (1.11, 1.39)
  Other 0.86 (0.79, 0.94) 0.84 (0.78, 0.91) 0.82 (0.68, 0.98)*
Primary insurance (ref = private)
  Medicaid 1.39 (1.29, 1.49) 1.47 (1.38, 1.56) 1.88 (1.66, 2.12)
  Medicare 1.31 (1.24, 1.39) 1.36 (1.29, 1.43) 1.60 (1.43, 1.81)
  Other 1.02 (0.95, 1.11) 1.03 (0.96, 1.10) 1.03 (0.88, 1.20)
Emergency status (ref = no)
  Yes 1.28 (1.23, 1.33) 1.36 (1.31, 1.41) 1.46 (1.35, 1.56)
Laparoscopy (ref = no)
  Yes 0.77 (0.73, 0.82) 0.76 (0.72, 0.80) 0.71 (0.63, 0.79)
Ostomy (ref = no)
  Yes 1.49 (1.42, 1.57) 1.59 (1.53, 1.67) 1.76 (1.63, 1.91)
Procedure volume (ref = high)
  Low 1.02 (0.95, 1.08) 1.07 (1.01, 1.13)* 1.00 (0.89, 1.11)
  Med 1.00 (0.94, 1.06) 1.01 (0.95, 1.07) 1.00 (0.90, 1.11)
Bed size (ref = ≥400)
  1–99 0.85 (0.75, 0.96)§ 0.78 (0.69, 0.89) 0.82 (0.67, 1.00)
  100–399 0.93 (0.86, 1.01) 0.90 (0.84, 0.97)§ 0.93 (0.82, 1.06)
Teaching hospital (ref = yes)
  No 0.91 (0.85, 0.96)§ 0.92 (0.86, 0.98)§ 0.84 (0.77, 0.92)
Has cancer program (ref = yes)
  No 1.05 (0.99, 1.11) 1.00 (0.95, 1.06) 1.05 (0.96, 1.15)
Intensive care unit (ref = yes)
  No 1.05 (0.93, 1.19) 1.06 (0.96, 1.18) 0.96 (0.74, 1.24)
Wound management services (ref = res)
  No 0.98 (0.91, 1.04) 0.95 (0.90, 1.01) 1.05 (0.95, 1.16)
Physical rehabilitation facilities (ref = yes)
  No 1.06 (0.99, 1.14) 1.05 (0.98, 1.12) 1.08 (0.97, 1.21)
Nurse-to-bed ratio (ref = 0–2)
  2–3.5 1.02 (0.96, 1.09) 1.02 (0.96, 1.08) 1.02 (0.93, 1.13)
  3.5+ 1.06 (0.98, 1.14) 1.03 (0.96, 1.10) 1.10 (0.98, 1.23)
*

P < .05.

P < .001.

Zip code-level income indicates the median income of the patient’s zip code area.

§

P < .01.

API, Asian-Pacific Islander; CI, confidence interval; MSH, minority-serving hospital; NH, non-hispanic; OR, odds ratio; Ref, reference.