| Literature DB >> 31348508 |
Alex F Peahl1,2, Vanessa K Dalton1,2,3, John R Montgomery4, Yen-Ling Lai5, Hsou Mei Hu5, Jennifer F Waljee4,5.
Abstract
Importance: Research has shown an association between opioid prescribing after major or minor procedures and new persistent opioid use. However, the association of opioid prescribing with persistent use among women after vaginal delivery or cesarean delivery is less clear. Objective: To assess the association between opioid prescribing administered for vaginal or cesarean delivery and rates of new persistent opioid use among women. Design, Setting, and Participants: This retrospective cohort study used national insurance claims data for 988 036 women from a single private payer from January 1, 2008, to December 31, 2016. Participants included reproductive age, opioid-naive women with 1 year of continuous enrollment before and after delivery. For participants with multiple births, only the first birth was included. Exposures: Peripartum opioid prescription (1 week before delivery to 3 days after discharge) captured by pharmacy claims, including prescription timing and size in oral morphine equivalents. Multivariable adjusted odds ratios were estimated using regression models. Main Outcomes and Measures: Rates of new persistent opioid use, defined as pharmacy claims for 1 or more opioid prescription 4 to 90 days after discharge and 1 or more prescription 91 to 365 days after discharge among women who filled peripartum opioid prescriptions.Entities:
Year: 2019 PMID: 31348508 PMCID: PMC6661716 DOI: 10.1001/jamanetworkopen.2019.7863
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Figure 1. Flowchart of Patient Inclusions and Exclusions
Only the first delivery was included for patients with more than 1 delivery.
Characteristics of Patients Who Underwent Vaginal or Cesarean Delivery With or Without New Persistent Opioid Use
| Characteristic | Patients, No. (%) | Patients, No. (%) | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Vaginal Delivery Cohort (n = 52 710) | Persistent Opioid Use (n = 893) | No Persistent Opioid Use (n = 51 817) | Cesarean Delivery Cohort (n = 85 730) | Persistent Opioid Use (n = 1897) | No Persistent Opioid Use (n = 83 833) | ||||
| Age, y | |||||||||
| <20 | 1601 (3.0) | 39 (4.4) | 1562 (3.0) | <.001 | 1157 (1.3) | 54 (2.8) | 1103 (1.3) | <.001 | <.001 |
| 20-29 | 21 521 (40.8) | 422 (47.3) | 21 099 (40.7) | 24 734 (28.9) | 645 (34.0) | 24 089 (28.7) | |||
| 30-39 | 27 853 (52.8) | 403 (45.1) | 27 450 (53.0) | 53 435 (62.3) | 1066 (56.2) | 52 369 (62.5) | |||
| ≥40 | 1735 (3.3) | 29 (3.2) | 1706 (3.3) | 6404 (7.5) | 132 (7.0) | 6272 (7.5) | |||
| Race/ethnicity | |||||||||
| White | 28 477 (54.0) | 486 (54.4) | 27 991 (54.0) | <.001 | 42 090 (49.1) | 997 (52.6) | 41 093 (49.0) | <.001 | <.001 |
| Black | 3306 (6.3) | 79 (8.8) | 3227 (6.2) | 6676 (7.8) | 199 (10.5) | 6477 (7.7) | |||
| Hispanic | 4573 (8.7) | 74 (8.3) | 4499 (8.7) | 8935 (10.4) | 187 (9.9) | 8748 (10.4) | |||
| Asian | 3407 (6.5) | 27 (3.0) | 3380 (6.5) | 6643 (7.7) | 60 (3.2) | 6583 (7.9) | |||
| Unknown | 12 947 (24.6) | 227 (25.4) | 12 720 (24.5) | 21 386 (24.9) | 454 (23.9) | 20 932 (25.0) | |||
| Region | |||||||||
| Northeast | 2188 (4.2) | 27 (3.0) | 2161 (4.2) | .008 | 8808 (10.3) | 103 (5.4) | 8705 (10.4) | <.001 | <.001 |
| Midwest | 13 026 (24.7) | 187 (20.9) | 12 839 (24.8) | 19 810 (23.1) | 393 (20.7) | 19 417 (23.2) | |||
| South | 26 551 (50.4) | 495 (55.4) | 26 056 (50.3) | 40 888 (47.7) | 1002 (52.8) | 39 886 (47.6) | |||
| West | 10 871 (20.6) | 184 (20.6) | 10 687 (20.6) | 16 051 (18.7) | 393 (20.7) | 15 658 (18.7) | |||
| Unknown | 74 (0.1) | 0 (0) | 74 (0.1) | 173 (0.2) | 6 (0.3) | 167 (0.2) | |||
| Educational level | |||||||||
| <12th Grade | 205 (0.4) | 3 (0.3) | 202 (0.4) | <.001 | 385 (0.4) | 8 (0.4) | 377 (0.4) | <.001 | <.001 |
| High school diploma | 10 036 (19.0) | 198 (22.2) | 9838 (19.0) | 16 647 (19.4) | 476 (25.1) | 16 171 (19.3) | |||
| <Bachelor degree | 28 943 (54.9) | 537 (60.1) | 28 406 (54.8) | 45 547 (53.1) | 1040 (54.8) | 44 507 (53.1) | |||
| Bachelor degree plus | 13 160 (25.0) | 151 (16.9) | 13 009 (25.1) | 22 404 (26.1) | 359 (18.9) | 22 045 (26.3) | |||
| Unknown | 366 (0.7) | 4 (0.4) | 362 (0.7) | 747 (0.9) | 14 (0.7) | 733 (0.9) | |||
| Household income range, $ | |||||||||
| <40 000 | 4849 (9.2) | 109 (12.2) | 4740 (9.1) | <.001 | 8225 (9.6) | 261 (13.8) | 7964 (9.5) | <.001 | .08 |
| 40 000-49 999 | 2479 (4.7) | 44 (4.9) | 2435 (4.7) | 4034 (4.7) | 90 (4.7) | 3944 (4.7) | |||
| 50 000-59 999 | 2766 (5.2) | 64 (7.2) | 2702 (5.2) | 4575 (5.3) | 124 (6.5) | 4451 (5.3) | |||
| 60 000-74 999 | 4272 (8.1) | 81 (9.1) | 4191 (8.1) | 6659 (7.8) | 183 (9.6) | 6476 (7.7) | |||
| 75 000-99 999 | 6298 (11.9) | 100 (11.2) | 6198 (12.0) | 10 122 (11.8) | 220 (11.6) | 9902 (11.8) | |||
| ≥100 000 | 19 906 (37.8) | 289 (32.4) | 19 617 (37.9) | 32 299 (37.7) | 554 (29.2) | 31 745 (37.9) | |||
| Unknown | 12 140 (23.0) | 206 (23.1) | 11 934 (23.0) | 19 816 (23.1) | 465 (24.5) | 19 351 (23.1) | |||
| Delivery year | |||||||||
| 2008 | 7594 (14.4) | 168 (18.8) | 7426 (14.3) | <.001 | 12 418 (14.5) | 308 (16.2) | 12 110 (14.4) | <.001 | <.001 |
| 2009 | 7277 (13.8) | 128 (14.3) | 7149 (13.8) | 12 522 (14.6) | 337 (17.8) | 12 185 (14.5) | |||
| 2010 | 6751 (12.8) | 151 (16.9) | 6600 (12.7) | 11 185 (13.0) | 276 (14.5) | 10 909 (13.0) | |||
| 2011 | 6158 (11.7) | 118 (13.2) | 6040 (11.7) | 9764 (11.4) | 257 (13.5) | 9507 (11.3) | |||
| 2012 | 6001 (11.4) | 92 (10.3) | 5909 (11.4) | 9479 (11.1) | 209 (11.0) | 9270 (11.1) | |||
| 2013 | 5197 (9.9) | 89 (10.0) | 5108 (9.9) | 7908 (9.2) | 150 (7.9) | 7758 (9.3) | |||
| 2014 | 5043 (9.6) | 57 (6.4) | 4986 (9.6) | 7562 (8.8) | 140 (7.4) | 7422 (8.9) | |||
| 2015 | 4700 (8.9) | 47 (5.3) | 4653 (9.0) | 7584 (8.8) | 127 (6.7) | 7457 (8.9) | |||
| 2016 | 3989 (7.6) | 43 (4.8) | 3946 (7.6) | 7308 (8.5) | 93 (4.9) | 7215 (8.6) | |||
| Hospital length of stay, d | |||||||||
| ≤3 | 50 792 (96.4) | 856 (95.9) | 49 936 (96.4) | .10 | 51 821 (60.4) | 1198 (63.2) | 50 623 (60.4) | .04 | <.001 |
| 4-7 | 1765 (3.3) | 31 (3.5) | 1734 (3.3) | 32 414 (37.8) | 664 (35.0) | 31 750 (37.9) | |||
| >7 | 153 (0.3) | 6 (0.7) | 147 (0.3) | 1495 (1.7) | 35 (1.8) | 1460 (1.7) | |||
| Used tobacco | 3087 (5.9) | 86 (9.6) | 3001 (5.8) | <.001 | 5008 (5.8) | 209 (11.0) | 4799 (5.7) | <.001 | .91 |
| Mental health disorder | |||||||||
| Adjustment disorder | 1101 (2.1) | 33 (3.7) | 1068 (2.1) | <.001 | 1909 (2.2) | 66 (3.5) | 1843 (2.2) | <.001 | .09 |
| Anxiety | 2678 (5.1) | 83 (9.3) | 2595 (5.0) | <.001 | 4238 (4.9) | 163 (8.6) | 4075 (4.9) | <.001 | .26 |
| Mood disorder | 2477 (4.7) | 81 (9.1) | 2396 (4.6) | <.001 | 3970 (4.6) | 181 (9.5) | 3789 (4.5) | <.001 | .56 |
| Suicide and intentional self-inflicted injury | 56 (0.1) | 0 (0) | 56 (0.1) | >0.99 | 62 (0.1) | 5 (0.3) | 57 (0.1) | .002 | .04 |
| Personality disorders | 44 (0.1) | 3 (0.3) | 41 (0.1) | .008 | 58 (0.1) | 2 (0.1) | 56 (0.1) | .37 | .29 |
| Attention-deficit, conduct, impulse control, and disruptive behavior disorders | 745 (1.4) | 30 (3.4) | 715 (1.4) | <.001 | 889 (1.0) | 47 (2.5) | 842 (1.0) | <.001 | <.001 |
| Schizophrenia and other psychotic disorders | 36 (0.1) | 1 (0.1) | 35 (0.1) | .46 | 78 (0.1) | 4 (0.2) | 74 (0.1) | .10 | .15 |
| Drug and substance use disorders | 838 (1.6) | 38 (4.3) | 800 (1.5) | <.001 | 1512 (1.8) | 65 (3.4) | 1447 (1.7) | <.001 | .02 |
| Other mental problem | 952 (1.8) | 25 (2.8) | 927 (1.8) | .02 | 1699 (2.0) | 66 (3.5) | 1633 (1.9) | <.001 | .02 |
| Pain disorder | |||||||||
| Arthritis | 8625 (16.4) | 200 (22.4) | 8425 (16.3) | <.001 | 15 054 (17.6) | 453 (23.9) | 14 601 (17.4) | <.001 | <.001 |
| Back | 7634 (14.5) | 178 (19.9) | 7456 (14.4) | <.001 | 12 040 (14.0) | 380 (20.0) | 11 660 (13.9) | <.001 | .02 |
| Neck | 2795 (5.3) | 63 (7.1) | 2732 (5.3) | .02 | 4663 (5.4) | 140 (7.4) | 4523 (5.4) | <.001 | .27 |
| Other | 7214 (13.7) | 178 (19.9) | 7036 (13.6) | <.001 | 12 618 (14.7) | 412 (21.7) | 12 206 (14.6) | <.001 | <.001 |
| Total dose tertile, mg of OME during perioperative period | |||||||||
| <150 | 17 832 (33.8) | 255 (28.6) | 17 577 (33.9) | .002 | 6993 (8.2) | 146 (7.7) | 6847 (8.2) | .32 | <.001 |
| 150 to <225 | 18 762 (35.6) | 329 (36.8) | 18 433 (35.6) | 23 971 (28.0) | 508 (26.8) | 23 463 (28.0) | |||
| ≥225 | 16 116 (30.6) | 309 (34.6) | 15 807 (30.5) | 54 766 (63.9) | 1243 (65.5) | 53 523 (63.8) | |||
| Filled opioid prescription before surgery | 582 (1.1) | 20 (2.2) | 562 (1.1) | .001 | 1076 (1.3) | 30 (1.6) | 1046 (1.3) | .20 | .01 |
| Comorbidity index | |||||||||
| 0 | 33 054 (62.7) | 525 (58.8) | 32 529 (62.8) | .19 | 34 943 (40.8) | 720 (38.0) | 34 223 (40.8) | .21 | <.001 |
| 1 | 10 548 (20.0) | 199 (22.3) | 10 349 (20.0) | 22 105 (25.8) | 507 (26.7) | 21 598 (25.8) | |||
| 2 | 5782 (11.0) | 107 (12.0) | 5675 (11.0) | 14 510 (16.9) | 345 (18.2) | 14 165 (16.9) | |||
| 3 | 1907 (3.6) | 35 (3.9) | 1872 (3.6) | 7104 (8.3) | 169 (8.9) | 6935 (8.3) | |||
| 4 | 739 (1.4) | 17 (1.9) | 722 (1.4) | 3466 (4.0) | 75 (4.0) | 3391 (4.0) | |||
| ≥5 | 680 (1.3) | 10 (1.1) | 670 (1.3) | 3602 (4.2) | 81 (4.3) | 3521 (4.2) | |||
| Delivery complication | |||||||||
| Vaginal delivery | |||||||||
| VBAC | 816 (1.5) | 16 (1.8) | 800 (1.5) | .55 | NA | NA | NA | NA | NA |
| Bilateral tubal ligation | 1361 (2.6) | 40 (4.5) | 1321 (2.5) | <.001 | NA | NA | NA | NA | NA |
| Higher-order perineal laceration | 4515 (8.6) | 60 (6.7) | 4455 (8.6) | .047 | NA | NA | NA | NA | NA |
| Operative vaginal delivery | 5897 (11.2) | 108 (12.1) | 5789 (11.2) | .39 | NA | NA | NA | NA | NA |
| Prolonged labor | 723 (1.4) | 16 (1.8) | 707 (1.4) | .28 | NA | NA | NA | NA | NA |
| Cesarean delivery | |||||||||
| Peripartum hysterectomy | NA | NA | NA | NA | 134 (0.2) | 8 (0.4) | 126 (0.2) | .01 | NA |
| Admit type nonelective | NA | NA | NA | NA | 30 732 (35.8) | 696 (36.7) | 30 036 (35.8) | .70 | NA |
| Repeated cesarean delivery | NA | NA | NA | NA | 682 (0.8) | 20 (1.1) | 662 (0.8) | .20 | NA |
Abbreviations: NA, not applicable; OME, oral morphine equivalent; VBAC, vaginal birth after cesarean.
Using χ2 or Fisher exact test when 25 of the cells have expected counts less than 5.
Figure 2. Rates of New Persistent Opioid Use for Vaginal or Cesarean Delivery Over Time
Data points indicate mean values, and error bars indicate SD.
Multivariable Logistic Regression Models of New Persistent Opioid Use After Delivery for Vaginal, Cesarean, or Combined Delivery Models
| Characteristic | Vaginal Delivery (n = 52 710) | Cesarean Delivery (n = 85 730) | Combined Vaginal and Cesarean Delivery (n = 138 440) | |||
|---|---|---|---|---|---|---|
| AOR (95% CI) | AOR (95% CI) | AOR (95% CI) | ||||
| Hospital length of stay | 1.06 (1.01-1.11) | .03 | 0.99 (0.97-1.02) | .48 | 1.00 (0.98-1.03) | .84 |
| Used tobacco | 1.49 (1.18-1.88) | .001 | 1.82 (1.56-2.11) | <.001 | 1.71 (1.51-1.94) | <.001 |
| Psychiatric diagnoses, disorder | ||||||
| Adjustment | 1.53 (1.07-2.20) | .02 | 1.30 (1.00-1.67) | .049 | 1.37 (1.11-1.69) | .003 |
| Anxiety | 1.45 (1.12-1.88) | .004 | 1.37 (1.15-1.64) | .001 | 1.39 (1.20-1.62) | <.001 |
| Mood | 1.41 (1.09-1.84) | .01 | 1.63 (1.37-1.95) | <.001 | 1.56 (1.35-1.80) | <.001 |
| Substance use | 2.04 (1.43-2.92) | <.001 | 1.43 (1.10-1.86) | .008 | 1.61 (1.30-1.98) | <.001 |
| Pain condition | ||||||
| Arthritis | 1.26 (1.04-1.52) | .02 | 1.23 (1.08-1.39) | .002 | 1.23 (1.11-1.37) | <.001 |
| Back | 1.24 (1.02-1.51) | .04 | 1.27 (1.10-1.45) | .001 | 1.26 (1.12-1.41) | <.001 |
| Neck | 0.99 (0.74-1.32) | .96 | 0.99 (0.81-1.20) | .90 | 0.99 (0.84-1.16) | .88 |
| Other | 1.29 (1.08-1.54) | .005 | 1.37 (1.22-1.54) | <.001 | 1.35 (1.22-1.49) | <.001 |
| Total dose tertile, mg of OME during perioperative period | ||||||
| <150 | 1 [Reference] | NA | 1 [Reference] | NA | 1 [Reference] | NA |
| 150 to <225 | 1.22 (1.03-1.44) | .02 | 0.99 (0.82-1.19) | .90 | 1.12 (0.99-1.27) | .07 |
| ≥225 | 1.25 (1.06-1.48) | .009 | 1.04 (0.87-1.24) | .66 | 1.17 (1.04-1.31) | .01 |
| Comorbidity index | 1.02 (0.96-1.09) | .48 | 1.03 (1.00-1.07) | .05 | 1.03 (1.00-1.06) | .03 |
| Filled opioid prescription before surgery | 1.92 (1.22-3.03) | .005 | 1.19 (0.82-1.72) | .36 | 1.40 (1.05-1.87) | .02 |
| Delivery complication (vaginal delivery only) | ||||||
| VBAC | 1.22 (0.74-2.02) | .44 | NA | NA | NA | NA |
| Bilateral tubal ligation | 1.68 (1.21-2.34) | .002 | NA | NA | NA | NA |
| Higher-order perineal laceration | 0.79 (0.60-1.04) | .09 | NA | NA | NA | NA |
| Operative vaginal delivery | 1.09 (0.88-1.35) | .45 | NA | NA | NA | NA |
| Prolonged labor | 1.45 (0.86-2.44) | .16 | NA | NA | NA | NA |
| Delivery complication (cesarean delivery only) | ||||||
| Peripartum hysterectomy | NA | NA | 2.75 (1.33-5.70) | .006 | NA | NA |
| Admit type | ||||||
| Elective | NA | NA | 1 [Reference] | NA | NA | NA |
| Nonelective | NA | NA | 0.97 (0.88-1.07) | .59 | NA | NA |
| Unknown | NA | NA | 0.95 (0.80-1.13) | .54 | NA | NA |
| Repeat cesarean delivery | NA | NA | 1.45 (0.93-2.28) | .10 | NA | NA |
Abbreviations: AOR, adjusted odds ratio; NA, not applicable; OME, oral morphine equivalent; VBAC, vaginal birth after cesarean.