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. Author manuscript; available in PMC: 2020 Feb 25.
Published in final edited form as: Ann Surg. 2018 Aug;268(2):271–276. doi: 10.1097/SLA.0000000000002308

Table 1:

Demographic Characteristics of the Study Cohort

No. of Cases % of Total
Total Number of Opioid Naïve Patients 26,520
 Patient with Postoperative Refill 2,300 8.7%
Surgery Type
 Major Surgery 4,980 18.8%
 Minor Surgery 21,540 81.2%
Age (Mean and Std Dev) 44.5 (12.0)
Gender
 Male 9249 34.9%
 Female 17271 65.1%
Race/Ethnicity
 White 19,126 72.1%
 African-American 2,326 8.8%
 Hispanic 3,175 12.0%
 Others 1,893 7.1%
Education
 <12th Grade 133 0.5%
 High School 7056 26.6%
 Some College 14462 54.5%
 College or more 4657 17.6%
 Missing/Unknown 212 0.8%
Region
 East North Central 4748 17.9%
 East South Central 1074 4.0%
 Middle Atlantic 1766 6.7%
 Mountain 2693 10.2%
 New England 788 3.0%
 Pacific 1584 6.0%
 South Atlantic 5994 22.6%
 West North Central 3580 13.5%
 West South Central 4280 16.1%
 Missing/Unknown 13 0.0%
Comorbidities
 Charlson Comorbidity Index (Mean & StdDev) 0.78 (1.43)
History of Tobacco use
 Yes 5837 22.0%
 No 20683 78.0%
Mental Health Disorder
 Adjustment Disorders 1186 4.5%
 Anxiety Disorders 3956 14.9%
 Mood Disorders 4002 15.1%
 Suicide or self-harm 82 0.3%
 Disruptive Disorders 716 2.7%
 Personality Disorders 56 0.2%
 Psychosis Disorders 138 0.5%
 Other Disorders 904 3.4%
 Alcohol or Substance Abuse Disorders 589 2.2%
Pain Disorders
 Arthritis 11811 44.5%
 Back 6076 22.9%
 Neck 3219 12.1%
 Other Pain Conditions 10187 38.4%
Median Initial OME [Interquartile range] 200 [112.5]