The DOI matches its Crossref record; 35 of the 39 references it cites were found in a registry or an index.
New Persistent Opioid Use After Minor and Major Surgical Procedures in US Adults
Open accessAbstract
Importance: Despite increased focus on reducing opioid prescribing for long-term pain, little is known regarding the incidence and risk factors for persistent opioid use after surgery. Objective: To determine the incidence of new persistent opioid use after minor and major surgical procedures. Design, Setting, and Participants: Using a nationwide insurance claims data set from 2013 to 2014, we identified US adults aged 18 to 64 years without opioid use in the year prior to surgery (ie, no opioid prescription fulfillments from 12 months to 1 month prior to the procedure). For patients filling a perioperative opioid prescription, we calculated the incidence of persistent opioid use for more than 90 days among opioid-naive patients after both minor surgical procedures (ie, varicose vein removal, laparoscopic cholecystectomy, laparoscopic appendectomy, hemorrhoidectomy, thyroidectomy, transurethral prostate surgery, parathyroidectomy, and carpal tunnel) and major surgical procedures (ie, ventral incisional hernia repair, colectomy, reflux surgery, bariatric surgery, and hysterectomy). We then assessed data for patient-level predictors of persistent opioid use. Main Outcomes and Measures: The primary outcome was defined a priori prior to data extraction. The primary outcome was new persistent opioid use, which was defined as an opioid prescription fulfillment between 90 and 180 days after the surgical procedure. Results: A total of 36 177 patients met the inclusion criteria, with 29 068 (80.3%) receiving minor surgical procedures and 7109 (19.7%) receiving major procedures. The cohort had a mean (SD) age of 44.6 (11.9) years and was predominately female (23 913 [66.1%]) and white (26 091 [72.1%]). The rates of new persistent opioid use were similar between the 2 groups, ranging from 5.9% to 6.5%. By comparison, the incidence in the nonoperative control cohort was only 0.4%. Risk factors independently associated with new persistent opioid use included preoperative tobacco use (adjusted odds ratio [aOR], 1.35; 95% CI, 1.21-1.49), alcohol and substance abuse disorders (aOR, 1.34; 95% CI, 1.05-1.72), mood disorders (aOR, 1.15; 95% CI, 1.01-1.30), anxiety (aOR, 1.25; 95% CI, 1.10-1.42), and preoperative pain disorders (back pain: aOR, 1.57; 95% CI, 1.42-1.75; neck pain: aOR, 1.22; 95% CI, 1.07-1.39; arthritis: aOR, 1.56; 95% CI, 1.40-1.73; and centralized pain: aOR, 1.39; 95% CI, 1.26-1.54). Conclusions and Relevance: New persistent opioid use after surgery is common and is not significantly different between minor and major surgical procedures but rather associated with behavioral and pain disorders. This suggests its use is not due to surgical pain but addressable patient-level predictors. New persistent opioid use represents a common but previously underappreciated surgical complication that warrants increased awareness.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Notably, many of the above risk factors for CPSP are also associated with persistent opioid use after surgery, including mood disorders,57 anxiety,57 pain catastrophizing,58 preoperative neuropathic and nonneuropathic pain,57 and greater pain intensity on the day of surgery.58”
From Chronic postsurgical pain: From risk factor identification to multidisciplinary management at the Toronto General Hospital Transitional Pain Service (2019) · cites this paper as [57]
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
CDC Guideline for Prescribing Opioids for Chronic Pain—United States, 2016
Dowell, D., Haegerich, T. M., & Chou, R. (2016) · JAMA · doi:10.1001/jama.2016.1464 · Cited by 5,161
Persistent postsurgical pain: risk factors and prevention
Kehlet, H., Jensen, T. S., & Woolf, C. J. (2006) · The Lancet · doi:10.1016/s0140-6736(06)68700-x · Cited by 4,086
Fibromyalgia: A Clinical Review
Clauw, D. J. (2014) · JAMA · doi:10.1001/jama.2014.3266 · Cited by 1,674
Chou, R., Turner, J. A., Devine, E. B., Hansen, R. N., Sullivan, S. D., Blazina, I., Dana, T., Bougatsos, C., & Deyo, R. A. (2015) · Annals of Internal Medicine · doi:10.7326/m14-2559 · Cited by 1,606
Vital signs: overdoses of prescription opioid pain relievers---United States, 1999--2008.
Paulozzi, L. J., Jones, C. M., Mack, K. A., & Rudd, R. A. (2011) · PubMed · Cited by 1,350
International association for the study of pain
Cousins, M. J. (1989) · Pain · doi:10.1016/0304-3959(89)90017-1 · Cited by 1,200
Sun, E. C., Darnall, B. D., Baker, L. C., & Mackey, S. (2016) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2016.3298 · Cited by 1,078
Rates and risk factors for prolonged opioid use after major surgery: population based cohort study
Clarke, H., Soneji, N. D. R., Ko, D. T., Yun, L., & Wijeysundera, D. N. (2014) · BMJ · doi:10.1136/bmj.g1251 · Cited by 941
Wide Variation and Excessive Dosage of Opioid Prescriptions for Common General Surgical Procedures
Hill, M. V., McMahon, M. L., Stucke, R. S., & Barth, R. J. (2016) · Annals of Surgery · doi:10.1097/sla.0000000000001993 · Cited by 881
Ambulatory surgery in the United States
Burns, L. A., & Ferber, M. S. (1981) · Journal of Ambulatory Care Management · doi:10.1097/00004479-198108000-00003 · Cited by 855
Long-term Analgesic Use After Low-Risk Surgery
Alam, A. Q. (2012) · Archives of Internal Medicine · doi:10.1001/archinternmed.2011.1827 · Cited by 788
Therapeutics and Clinical Risk Management
(2020) · Therapeutics and Clinical Risk Management · doi:10.2147/tcrm · Cited by 750
Vital signs: overdoses of prescription opioid pain relievers---United States, 1999--2008.
(2011) · PubMed · Cited by 640
Deyo, R. A., Korff, M. V., & Duhrkoop, D. (2015) · BMJ · doi:10.1136/bmj.g6380 · Cited by 533
Edlund, M. J., Steffick, D., Hudson, T. J., Harris, K. M., & Sullivan, M. (2007) · Pain · doi:10.1016/j.pain.2007.02.014 · Cited by 480
Trends and predictors of opioid use after total knee and total hip arthroplasty
Goesling, J., Moser, S. E., Zaidi, B., Hassett, A. L., Hilliard, P., Hallstrom, B., Clauw, D. J., & Brummett, C. M. (2016) · Pain · doi:10.1097/j.pain.0000000000000516 · Cited by 461
Self-citationAssociation Between Mental Health Disorders, Problem Drug Use, and Regular Prescription Opioid Use
Sullivan, M. D., Edlund, M. J., Zhang, L., Unützer, J., & Wells, K. B. (2006) · Archives of Internal Medicine · doi:10.1001/archinte.166.19.2087 · Cited by 436
Ambulatory Surgery Data From Hospitals and Ambulatory Surgery Centers: United States, 2010.
Hall, M. J., Schwartzman, A., Zhang, J., & Liu, X. (2017) · PubMed · Cited by 405
Ambulatory surgery in the United States, 2006.
Cullen, K. A., Hall, M. J., & Golosinskiy, A. (2009) · PubMed · Cited by 376
Deyo, R. A., Hallvik, S. E., Hildebran, C., Marino, M., Dexter, E., Irvine, J. M., O’Kane, N., Van Otterloo, J., Wright, D. A., Leichtling, G., et al. (2017) · Journal of General Internal Medicine · doi:10.1007/s11606-016-3810-3 · Cited by 332
Opioids Prescribed After Low-Risk Surgical Procedures in the United States, 2004-2012
Wunsch, H., Wijeysundera, D. N., Passarella, M. A., & Neuman, M. D. (2016) · JAMA · doi:10.1001/jama.2016.0130 · Cited by 330
Paulozzi, L. J., Mack, K. A., & Hockenberry, J. M. (2014) · PubMed · Cited by 276
Reducing the Risks of Relief — The CDC Opioid-Prescribing Guideline
Frieden, T. R., & Houry, D. (2016) · New England Journal of Medicine · doi:10.1056/nejmp1515917 · Cited by 248
Regular use of prescribed opioids: Association with common psychiatric disorders
Sullivan, M. D., Edlund, M. J., Steffick, D., & Unützer, J. (2005) · Pain · doi:10.1016/j.pain.2005.09.020 · Cited by 231
Finks, J. F., Kole, K. L., Yenumula, P. R., English, W. J., Krause, K. R., Carlin, A. M., Genaw, J. A., Banerjee, M., Birkmeyer, J. D., & Birkmeyer, N. J. (2011) · Annals of Surgery · doi:10.1097/sla.0b013e318230058c · Cited by 220
Medication Sharing, Storage, and Disposal Practices for Opioid Medications Among US Adults
Kennedy‐Hendricks, A., GIELEN, A. C., McDonald, E. M., McGinty, E. E., Shields, W. C., & Barry, C. L. (2016) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2016.2543 · Cited by 198
The Use of Opioid Analgesics following Common Upper Extremity Surgical Procedures
Waljee, J. F., Zhong, L., Hou, H., Sears, E. D., Brummett, C. M., & Chung, K. C. (2016) · Plastic & Reconstructive Surgery · doi:10.1097/01.prs.0000475788.52446.7b · Cited by 168
Self-citationThe Pain and Opioids IN Treatment study
Campbell, G., Nielsen, S., Bruno, R., Lintzeris, N., Cohen, M. L., Hall, W., Larance, B., Mattick, R. P., & Degenhardt, L. J. (2015) · Pain · doi:10.1097/01.j.pain.0000460303.63948.8e · Cited by 127
Jones, C. M., Lurie, P. G., & Throckmorton, D. C. (2016) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2015.7799 · Cited by 124
Goesling, J., Henry, M. J., Moser, S. E., Rastogi, M., Hassett, A., Clauw, D., & Brummett, C. (2015) · Journal of Pain · doi:10.1016/j.jpain.2015.05.010 · Cited by 110
Self-citationAn Analysis of Heavy Utilizers of Opioids for Chronic Noncancer Pain in the TROUP Study
Edlund, M. J., Martin, B. C., Fan, M.-Y., Braden, J. B., DEVRIES, A. R., & Sullivan, M. D. (2010) · Journal of Pain and Symptom Management · doi:10.1016/j.jpainsymman.2010.01.012 · Cited by 93
Postoperative mortality after inpatient surgery: Incidence and risk factors
Fecho, K. (2008) · Therapeutics and Clinical Risk Management · doi:10.2147/tcrm.s2735 · Cited by 89
Is Surgery Getting Safer? National Trends in Operative Mortality1,2
Goodney, P. P., Siewers, A. E., Stukel, T. A., Lucas, L., Wennberg, D. E., & Birkmeyer, J. D. (2002) · Journal of the American College of Surgeons · doi:10.1016/s1072-7515(02)01228-0 · Cited by 83
Progress and challenges in improving surgical outcomes1
Birkmeyer, J. D. (2012) · British journal of surgery · doi:10.1002/bjs.8933 · Cited by 43
Opioids should be last resort to treat chronic pain, says draft CDC guideline
McCarthy, M. C. (2015) · BMJ · doi:10.1136/bmj.h6905 · Cited by 21
Research works printed but not linked: 1
- Russo, 2010, Healthcare Cost and Utilization Project (HCUP) Statistical Briefs
Cited by
Sorted by citations
Chronic pain: an update on burden, best practices, and new advances
Cohen, S. P., Vase, L., & Hooten, W. M. (2021) · The Lancet · doi:10.1016/s0140-6736(21)00393-7 · Cited by 2,614
CDC Clinical Practice Guideline for Prescribing Opioids for Pain — United States, 2022
Dowell, D., Ragan, K. R., Jones, C. M., Baldwin, G. T., & Chou, R. (2022) · MMWR. Recommendations and Reports · doi:10.15585/mmwr.rr7103a1 · Cited by 1,886
Nelson, G., Bakkum-Gamez, J., Kalogera, E., Glaser, G., Altman, A., Meyer, L., Taylor, J. S., Iniesta, M., Lasala, J., Mena, G., et al. (2019) · International Journal of Gynecological Cancer · doi:10.1136/ijgc-2019-000356 · Cited by 678
Hah, J. M., Bateman, B. T., Ratliff, J., Curtin, C., & Sun, E. (2017) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000002458 · Cited by 728
Schwenk, E. S., Viscusi, E. R., Buvanendran, A., Hurley, R. W., Wasan, A. D., Narouze, S., Bhatia, A., Davis, F. N., Hooten, W. M., & Cohen, S. P. (2018) · Regional Anesthesia & Pain Medicine · doi:10.1097/aap.0000000000000806 · Cited by 628
Metadata
- Authors
- Brummett, C. M., Waljee, J. F., Goesling, J., Moser, S., Lin, P., Englesbe, M. J., Bohnert, A. S. B., Kheterpal, S., & Nallamothu, B. K.
- Affiliations
- University of Michigan (US)
- Corresponding author
- Brummett, Chad M.
- ORCID
- Venue
- JAMA Surgery
- Publisher
- American Medical Association (AMA)
- Published
- 2017-06-21
- Volume
- 152
- Issue
- 6
- Pages
- e170504
- ISSN
- 2168-6254 (ISSN-L)
- PMC
- PMC7050825
- OpenAlex
- W2607168684
- Cited by
- 2,025
- References
- 39
- Citations by year
- 2026: 138 · 2025: 165 · 2024: 173 · 2023: 188 · 2022: 272 · 2021: 295 · 2020: 304 · 2019: 269 · 2018: 171 · 2017: 38
- FWCI
- 200.82
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- JAMA Surgery (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Agency for Healthcare Research and Quality (K08HS023313)
- National Institute on Drug Abuse (R01DA038261, R01DA042859)
- National Institute of Arthritis and Musculoskeletal and Skin Diseases (R01AR060392)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Opioid Use Disorder Treatment
- Health Sciences › Medicine › Anesthesiology and Pain Medicine › Anesthesia and Pain Management
- Health Sciences › Medicine › Anesthesiology and Pain Medicine › Pain Management and Opioid Use
- Keywords
- persistent opioid use, postoperative opioid prescribing, minor surgery, major surgery, opioid-naive patients, risk factors, tobacco use, mood disorders, postoperative pain
- MeSH terms
- Adult, Analgesics, Opioid, Cross-Sectional Studies, Female, Humans, Long-Term Care, Male, Middle Aged, Pain, Postoperative, Postoperative Pain, Risk Factors, Minor Surgical Procedures, Surgical Procedures, Operative, United States, Incidence, Prescription Drug Misuse
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review