Prevalence and factors associated with high-risk opioid prescribing among cancer patients receiving palliative care at a community hospital
Keywords:
opioid, pain management, cancer, hospice care, palliative, community hospitalAbstract
Introduction: As the demand for palliative and oncological care continues to increase, opioids remain a cornerstone of symptoms and pain management in patients with advanced cancer. However, evidence on opioid prescribing patterns in these care settings, particularly within community hospitals, remains limited, and systematic evaluation is needed to support safe and effective clinical practice.
Objective: This study aimed to evaluate opioid prescribing patterns and the prevalence of high-risk opioid prescribing among patients with cancer receiving palliative care at Sanpatong Hospital.
Methods: This retrospective study reviewed electronic medical records of palliative cancer patients aged ≥ 20 years who received opioids during the final six months of life without concurrent anticancer treatment between 2018 and 2023. Patients were identified using ICD-10 codes Z51.5 (palliative care) and Z71.4 (other specified counseling) at Sanpatong Hospital. High-risk opioid prescribing was defined by opioid prescribing patterns calculated as morphine milligram equivalents (MME) and concomitant medication use, including opioid–benzodiazepine co-prescription, high-dose opioid therapy (≥ 90 MME/day for ≥ 7 days), or specific initial prescribing characteristics.
Results: Among 44 patients, 36 patients (81.8%) met high-risk criteria, with prolonged initial opioid prescribing observed in 35 patients (97.2%) and initial prescribing of long-acting opioid formulations in 30 patients (83.3%). Median daily MME was significantly higher in the high-risk group than in the low-risk group (20 vs. 4 mg/day, p = 0.004). No significant associations were found between high-risk of opioid-related problems and palliative performance status, adjuvant analgesic use, or tetrahydrocannabinol co-prescription.
Conclusion: High-risk opioid prescribing was commonly observed among hospice palliative care patients in a community hospital. These findings demonstrate the need for balanced opioid prescribing practices and enhanced monitoring in community-based palliative care to mitigate potential opioid-related harm.
References
Snijders RAH, Brom L, Theunissen M, van den Beuken-van Everdingen MHJ. Update on Prevalence of Pain in Patients with Cancer 2022: A Systematic Literature Review and Meta-Analysis. Cancers (Basel). 2023;15(3):591. doi: 10.3390/cancers 15030591.
Mercadante S, Sapienza G, Cascio AL, Casuccio A. The Use of Opioids in an Acute Palliative Care Unit to Re-assess Prescriptions. Pain Ther. 2025;14(3):999-1006. doi: 10.1007/s40122-025-00728-4.
Green CR, Hart-Johnson T, Loeffler DR. Cancer-related chronic pain: examining quality of life in diverse cancer survivors. Cancer. 2011;117(9):1994-2003. doi: 10.1002/cncr.25761.
Paice JA, Portenoy R, Lacchetti C, Campbell T, Cheville A, Citron M, et al. Management of Chronic Pain in Survivors of Adult Cancers: American Society of Clinical Oncology Clinical Practice Guideline. J Clin Oncol. 2016;34(27):3325-45. doi: 10.1200/JCO.2016.68.5206.
Paice JA, Bohlke K, Barton D, Craig DS, El-Jawahri A, Hershman DL, et al. Use of Opioids for Adults With Pain From Cancer or Cancer Treatment: ASCO Guideline. J Clin Oncol. 2023;41(4):914-30. doi: 10.1200/JCO.22.02198.
Hwang IC, Shin SH, Choi YS, Lee MA, Kim D, Lee KH. Attitudes toward Social Issues Related to Opioid Use among Palliative Care Physicians. J Hosp Palliat Care. 2024;27(1):45-9. doi: 10.14475/jhpc.2024.27.1.45.
Wangnamthip S, Panchoowong S, Donado C, Lobo K, Phankhongsap P, Sriveerachai P, et al. The Effectiveness of Cancer Pain Management in a Tertiary Hospital Outpatient Pain Clinic in Thailand: A Prospective Observational Study. Pain Res Manag. 2021;2021:5599023. doi: 10.1155/2021/5599023.
Le H, Hong H, Ge W, Francis H, Lyn-Cook B, Hwang YT, et al. A systematic analysis and data mining of opioid-related adverse events submitted to the FAERS database. Exp Biol Med (Maywood). 2023;248(21):1944-51. doi: 10.1177/15353702231211860.
Yiu CH, Vitharana N, Gnjidic D, Patanwala AE, Fong I, Rimington J, et al. Patient risk factors for opioid-related adverse drug events in hospitalized patients: A systematic review. Pharmacotherapy. 2022;42(3):194-215. doi: 10.1002/phar.2666.
Nabulsi NA, Sharp LK, Sweiss KI, Patel PR, Calip GS, Lee TA. Patterns of prescription opioid use and opioid-related harms among adult patients with hematologic malignancies. J Oncol Pharm Pract. 2024;30(8):1317-29. doi: 10.1177/10781552231210788.
Milintangku U. National Policy on Palliative Care in Thailand [Internet]. Nonthaburi: National Health Commission Office (NHCO); c2015 [updated 2015 Sep 17]. Available from: https://en.nationalhealth.or.th/wp content/uploads/2017/11/ NationalPolicyonPCare2015_09_17-1.pdf
Nilmanat K. Palliative care in Thailand: Development and challenges. Can Oncol Nurs J. 2016;26(3):262-4.
Virik K, Glare P. Validation of the palliative performance scale for inpatients admitted to a palliative care unit in Sydney, Australia. J Pain Symptom Manage. 2002;23(6):455-7. doi: 10.1016/s0885-3924(02)00407-4.
Peng MT, Liu CT, Hung YS, Kao CY, Chang PH, Yeh KY, et al. Sequential Assessments of the Eastern Cooperative Oncology Group Performance Scale Enhance Prognostic Value in Patients With Terminally Ill Cancer Receiving Palliative Care. Am J Hosp Palliat Care. 2016;33(5):471-6. doi: 10.1177/1049909114566226.
Charlson ME, Carrozzino D, Guidi J, Patierno C. Charlson Comorbidity Index: A Critical Review of Clinimetric Properties. Psychother Psychosom. 2022;91(1):8-35. doi: 10.1159/000521288.
Bercovitch M, Waller A, Adunsky A. High dose morphine use in the hospice setting. A database survey of patient characteristics and effect on life expectancy. Cancer. 1999;86(5):871-7. doi: 10.1002/(sici)1097-0142(19990901)86:5<871::aid-cncr25>3.0.co;2-l.
Pharmacy Quality Alliance. PQA Measure Lifecycle Version 5.0 [Internet]. USA: Pharmacy Quality Alliance; c2025 [updated 2025 Mar 6]. Available from: https://www.pqaalliance.org/assets/docs/PQA_Measure_Development_Process_Summary.pdf
Aman MM, Mahmoud A, Deer T, Sayed D, Hagedorn JM, Brogan SE, et al. The American Society of Pain and Neuroscience (ASPN) Best Practices and Guidelines for the Interventional Management of Cancer-Associated Pain. J Pain Res. 2021;14:2139-64. doi: 10.2147/JPR.S315585.
StataCorp. Stata Statistical Software: Release 14. College Station, TX: StataCorp LLC; 2015.
Saetan A, Chindavijak B, Suksomboon N, Suansanae T. Prescribed medications for alleviating suffering symptoms in patients receiving palliative care at a tertiary care hospital. Ann Palliat Med. 2024;13(6):1362-70. doi: 10.21037/apm-24-52.
Yiu CH, Vitharana N, Gnjidic D, Patanwala AE, Fong I, Rimington J, et al. Patient risk factors for opioid-related adverse drug events in hospitalized patients: A systematic review. Pharmacotherapy. 2022;42(3):194-215. doi: 10.1002/phar.2666.
Hirschtritt ME, Delucchi KL, Olfson M. Outpatient, combined use of opioid and benzodiazepine medications in the
Simon ST, Higginson IJ, Booth S, Harding R, Weingärtner V, Bausewein C. Benzodiazepines for the relief of breathlessness in advanced malignant and non-malignant diseases in adults. Cochrane Database Syst Rev. 2016;10(10):CD007354. doi: 10.1002/14651858.CD007354.pub3.
Griffin CE 3rd, Kaye AM, Bueno FR, Kaye AD. Benzodiazepine pharmacology and central nervous system-mediated effects. Ochsner J. 2013;13(2):214-23.
Jones CM, McAninch JK. Emergency Department Visits and Overdose Deaths From Combined Use of Opioids and Benzodiazepines. Am J Prev Med. 2015;49(4):493-501. doi: 10.1016/j.amepre.2015.03.040.
Pathan H, Williams J. Basic opioid pharmacology: an update. Br J Pain. 2012;6(1):11-6. doi: 10.1177/2049463712438493.
Sun EC, Dixit A, Humphreys K, Darnall BD, Baker LC, Mackey S. Association between concurrent use of prescription opioids and benzodiazepines and overdose: retrospective analysis. BMJ. 2017;356:j760. doi: 10.1136/bmj.j760.
Hernandez I, He M, Brooks MM, Zhang Y. Exposure-Response Association Between Concurrent Opioid and Benzodiazepine Use and Risk of Opioid-Related Overdose in Medicare Part D Beneficiaries. JAMA Netw Open. 2018;1(2):e180919. doi: 10.1001/jamanetworkopen.2018.0919.
Zanker T, Sacco J, Prota J, Palma M, Viola Lee KA, Wang RR, et al. Medical Marijuana for Pain Management in Hospice Care as a Complementary Approach to Scheduled Opioids: A Single Arm Study. Am J Hosp Palliat Care. 2024;41(9):1002-10. doi: 10.1177/10499091231213359.
Bao Y, Zhang H, Bruera E, Portenoy R, Rosa WE, Reid MC, et al. Medical Marijuana Legalization and Opioid- and Pain-Related Outcomes Among Patients Newly Diagnosed With Cancer Receiving Anticancer Treatment. JAMA Oncol. 2023;9(2):206-14. doi: 10.1001/jamaoncol.2022.5623.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Nakornping Hospital

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
The articles that had been published in the journal is copyright of Journal of Nakornping hospital, Chiang Mai.
Contents and comments in the articles in Journal of Nakornping hospital are at owner’s responsibilities that editor team may not totally agree with.
