Development and Performance of a Web-Based Tool to Adjust Urine Toxicology Testing Frequency: Retrospective Study

被引:1
作者
Chapman, Kenneth B. [1 ,2 ]
Pas, Martijn M. [2 ,3 ]
Abrar, Diana [2 ,3 ]
Day, Wesley [2 ]
Vissers, Kris C. [4 ]
van Helmond, Noud [2 ,5 ]
机构
[1] NYU, Langone Med Ctr, Dept Anesthesiol, 550 First Ave, New York, NY 10016 USA
[2] Spine & Pain Inst New York, New York, NY USA
[3] Radboud Univ Nijmegen, Med Coll, Nijmegen, Netherlands
[4] Radboud Univ Nijmegen, Med Ctr, Dept Anesthesiol Pain & Palliat Med, Nijmegen, Netherlands
[5] Cooper Med Sch Rowan Univ, Cooper Univ Hlth Care, Dept Anesthesiol, Camden, NJ USA
关键词
Urine drug testing; Opioid therapy; Chronic noncancer pain; CHRONIC OPIOID THERAPY; CHRONIC PAIN; UNITED-STATES; CANNABIS USE; DRUG-USE; PRESCRIPTION; VALIDATION; RISK; INDIVIDUALS; PREVALENCE;
D O I
10.2196/16069
中图分类号
R-058 [];
学科分类号
摘要
Background: Several pain management guidelines recommend regular urine drug testing (UDT) in patients who are being treated with chronic opioid analgesic therapy (COAT) to monitor compliance and improve safety. Guidelines also recommend more frequent testing in patients who are at high risk of adverse events related to COAT; however, there is no consensus on how to identify high-risk patients or on the testing frequency that should be used. Using previously described clinical risk factors for UDT results that are inconsistent with the prescribed COAT, we developed a web-based tool to adjust drug testing frequency in patients treated with COAT. Objective: The objective of this study was to evaluate a risk stratification tool, the UDT Randomizer, to adjust UDT frequency in patients treated with COAT. Methods: Patients were stratified using an algorithm based on readily available clinical risk factors into categories of presumed low, moderate, high, and high+ risk of presenting with UDT results inconsistent with the prescribed COAT. The algorithm was integrated in a website to facilitate adoption across practice sites. To test the performance of this algorithm, we performed a retrospective analysis of patients treated with COAT between June 2016 and June 2017. The primary outcome was compliance with the prescribed COAT as defined by UDT results consistent with the prescribed COAT. Results: 979 drug tests (867 UDT, 88.6%; 112 oral fluid testing, 11.4%) were performed in 320 patients. An inconsistent drug test result was registered in 76/979 tests (7.8%). The incidences of inconsistent test results across the risk tool categories were 7/160 (4.4%) in the low risk category, 32/349 (9.2%) in the moderate risk category, 28/338 (8.3%) in the high risk category, and 9/132 (6.8%) in the high+ risk category. Generalized estimating equation analysis demonstrated that the moderate risk (odds ratio (OR) 2.1, 95% CI 0.9-5.0; P=.10), high risk (OR 2.0, 95% CI 0.8-5.0; P=.14), and high risk+ (OR 2.0, 95% CI 0.7-5.6; P=.20) categories were associated with a nonsignificantly increased risk of inconsistency vs the low risk category. Conclusions: The developed tool stratified patients during individual visits into risk categories of presenting with drug testing results inconsistent with the prescribed COAT; the higher risk categories showed nonsignificantly higher risk compared to the low risk category. Further development of the tool with additional risk factors in a larger cohort may further clarify and enhance its performance.
引用
收藏
页数:9
相关论文
共 50 条
  • [21] Development and pilot testing of an integrated, web-based self-management program for irritable bowel syndrome (IBS)
    Dorn, S. D.
    Palsson, O. S.
    Woldeghebriel, M.
    Fowler, B.
    McCoy, R.
    Weinberger, M.
    Drossman, D. A.
    NEUROGASTROENTEROLOGY AND MOTILITY, 2015, 27 (01) : 128 - 134
  • [22] A randomized controlled study of a web-based performance improvement system for substance abuse treatment providers
    Crits-Christoph, Paul
    Ring-Kurtz, Sarah
    McClure, Bridget
    Temes, Christina
    Kulaga, Agatha
    Gallop, Robert
    Forman, Robert
    Rotrosen, John
    JOURNAL OF SUBSTANCE ABUSE TREATMENT, 2010, 38 (03) : 251 - 262
  • [23] Development of a Web-Based Tool Built From Pharmacy Claims Data to Assess Adherence to Respiratory Medications in Primary Care
    Yousif, Alia
    Pelaez, Sandra
    Lemiere, Catherine
    Forget, Amelie
    Dalal, Catherine
    Turcotte, Maria-Kim
    Beauchesne, Marie-France
    Blais, Lucie
    RESPIRATORY CARE, 2020, 65 (09) : 1355 - 1366
  • [24] Launching a virtual decision lab: development and field-testing of a web-based patient decision support research platform
    Hoffman, Aubri S.
    Llewellyn-Thomas, Hilary A.
    Tosteson, Anna N. A.
    Connor, Annette M. O.
    Volk, Robert J.
    Tomek, Ivan M.
    Andrews, Steven B.
    Bartels, Stephen J.
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2014, 14
  • [25] A web-based program to improve treatment adherence in patients with type 2 diabetes: Development and study protocol
    Vluggen, S.
    Hoving, C.
    Schaper, N. C.
    de Vries, H.
    CONTEMPORARY CLINICAL TRIALS, 2018, 74 : 38 - 45
  • [26] Development and Evaluation of Acceptability and Feasibility of a Web-Based Intervention for Patients With Bipolar Disorder in Iran: Implementation Study
    Ashrafi, Agaah
    Tabatabaee, Maryam
    Sharifi, Vandad
    JMIR FORMATIVE RESEARCH, 2021, 5 (08)
  • [27] Development of a Web-Based Mindfulness Program for People With Multiple Sclerosis: Qualitative Co-Design Study
    Sesel, Amy-Lee
    Sharpe, Louise
    Beadnall, Heidi N.
    Barnett, Michael H.
    Szabo, Marianna
    Naismith, Sharon L.
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2021, 23 (03)
  • [28] The evaluation of a web-based tool for measuring the uncorrected visual acuity and refractive error in keratoconus eyes: A method comparison study
    Muijzer, Marc B.
    Claessens, Janneau L. J.
    Cassano, Francesco
    Godefrooij, Daniel A.
    Prevoo, Yves F. D. M.
    Wisse, Robert P. L.
    PLOS ONE, 2021, 16 (08):
  • [29] Attitudes and Engagement of Pregnant and Postnatal Women With a Web-Based Emotional Health Tool (Mummatters): Cross-sectional Study
    Reilly, Nicole
    Austin, Marie-Paule
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2021, 23 (03)
  • [30] Development, initial validation and reliability testing of a web-based, generic feline health-related quality-of-life instrument
    Noble, Cory E.
    Wiseman-Orr, Lesley M.
    Scott, Marian E.
    Nolan, Andrea M.
    Reid, Jacky
    JOURNAL OF FELINE MEDICINE AND SURGERY, 2019, 21 (02) : 84 - 94