Skip to main content
. 2021 Jun;27(6):10.18553/jmcp.2021.20507. doi: 10.18553/jmcp.2021.20507

TABLE 1.

Health Care Utilization and Costs Among Opioid-Naive Patients with New Persistent Opioid Use Versus Patients Without Persistent Use in the Year Following a Major Inpatient Surgerya

Commercial Medicare Medicaid
New Persistent Opioid Use (n = 33,811) No Persistent Opioid Use (n = 793,722) New Persistent Opioid Use (n = 10,363) No Persistent Opioid Use (n = 175,791) New Persistent Opioid Use (n = 7,445) No Persistent Opioid Use (n = 97,289)
Health care utilization
  Inpatient admissions, n (%) 5,846 (17.3) 46,056 (5.8)c 2,063 (19.9) 24,247 (13.8)c 1,811 (24.3) 9,042 (9.3)c
  Emergency department visits, n (%) 12,838 (38.0) 160,241 (20.2)c 4,504 (43.5) 56,225 (32.0)c 5,307 (71.3) 46,029 (47.3)c
  Ambulance/paramedic services, n (%) 2,958 (8.8) 23,990 (3.0)c 2,405 (23.2) 29,095 (16.6)c 2,023 (27.2) 11,239 (11.6)c
  Pharmacy prescriptions
    Opioid prescriptions, n (%)b 33,620 (99.4) 617,096 (77.7)c 10,295 (99.3) 101,676 (57.8)c 7,421 (99.7) 80,072 (82.3)c
    Opioid prescriptions per patient, mean (SD)b 6.4 (4.9) 1.3 (1.3)c 6.1 (4.5) 1.1 (1.5)c 7.9 (6.8) 1.5 (1.5)c
    Total opioid dose per patient, in MMEs, mean (SD) 3,851 (4,961) 543 (896)c 3,577 (3,999) 507 (943)c 3,852 (5,944) 422 (824)c
    Nonopioid prescriptions, n (%) 33,369 (98.7) 704,586 (88.8)c 10,321 (99.6) 165,852 (94.4)c 7,380 (99.1) 85,343 (87.7)c
    Nonopioid prescriptions per patient, mean (SD) 28.2 (24.5) 14.9 (17.9)c 39.1 (28.0) 29.6 (24.5)c 45.1 (50.1) 19.3 (32.9)c
Health care costs, $, mean (SD)
  Total medical costs 30,827 (70,438) 9,044 (34,410)c 26,851 (74,277) 17,703 (47,085)c 13,247 (39,105) 4,875 (23,363)c
    Inpatient admissions 7,391 (37,052) 1,824 (19,327)c 4,748 (26,378) 3,466 (21,900)c 5,770 (29,851) 1,754 (17,889)c
    Outpatient services 23,436 (51,705) 7,220 (25,345)c 22,103 (66,505) 14,237 (38,738)c 7,477 (20,316) 3,121 (12,707)c
    Emergency department visits 889 (3,286) 350 (1,824)c 828 (3,054) 601 (3,002)c 623 (1,913) 202 (742)c
    Office visits 1,336 (2,021) 693 (1,224)c 1,366 (2,008) 1,088 (1,412)c 476 (738) 206 (385)c
    Ambulance/paramedic services 178 (1,485) 54 (818)c 307 (1,145) 219 (1,300)c 125 (652) 34 (260)c
    Other 21,033 (50,321) 6,122 (24,631)c 19,603 (65,563) 12,328 (37,815)c 6,254 (19,643) 2,680 (12,430)c
  Pharmacy costsb 4,188 (12,196) 1,945 (8,841)c 4,657 (10,638) 3,456 (7,926)c 2,801 (8,949) 1,143 (7,567)c
    Opioid prescriptionsb 179 (1,357) 18 (58)c 130 (335) 16 (161)c 162 (803) 11 (160)c
    Nonopioid prescriptions 4,009 (12,063) 1,928 (8,840)c 4,528 (10,613) 3,439 (7,923)c 2,639 (8,854) 1,133 (7,562)c
  Total health care costsb 35,015 (74,312) 10,989 (36,833)c 31,508 (76,299) 21,159 (48,461)c 16,048 (42,192) 6,018 (25,902)c

aExcludes the index admission.

bIncludes any opioid prescriptions received in the perioperative period. A small number of patients qualified for the new persistent use cohort by HCPCS codes only, which are captured under outpatient medical services and thus did not have an opioid prescription.

c P < 0.001, new persistent opioid use versus no persistent opioid use.

HCPCS = Healthcare Common Procedure Coding System; MMEs = morphine milligram equivalents.