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. Author manuscript; available in PMC: 2016 Feb 11.
Published in final edited form as: Subst Abus. 2015 Feb 11;36(2):192–202. doi: 10.1080/08897077.2014.993491

Table 3.

NMPO across studies

Operationalization of NMPO
First author/ year Stated NMPOa concept Diagnosis-based measure Number of providers and pharmacies Prescription-fill based measure Urine toxicology Exclusions Data source(s)
Braker 200927 Potential Rxb opioid misuse Received ≥3 opioid Rxs from ≥2 providers; ≥6 opioid Rxs within 6-monthsc Yes/no record of opioid Rx Pts d receiving short terms pharmacotherapy and those with cancer diagnosis Publicly funded insurance: Upper Peninsula Health Plan (Medicaid MCO e) patients from a single family medicine practice
Leider 201128 Non-adherence among chronic opioid users 120 days of a qualifying opioid within 6-months Medication match and levels within expected ranges Pts not matched to controls were excluded Publicly funded insurance: Medicare advantage, and Medicaid plans; independent database of urine drug testing results
Logan 201329 Potential opioid misuse/ inappropriate Rx practices Opioid Rxs overlapping ≥1 week; overlapping opioid and benzodiazepine Rxs; long-acting/ extended- release opioids for acute pain f; or ≥100 morphine milligram equivalent/ day Pts not continuously enrolled in their plans for 1 year and those receiving opioid Rx for cancer pain Commercial insurance: MarketScan® Commercial Claims and Encounter Database prepared by Truven Health
Rice 201213 Rx opioid abuse 304.0X (opioid-type dependence), 304.7X (combinations of opioid-type dependence with any other drug dependence), 305.5X (nondependent opioid abuse), and 965.0 (poisoning by opiates/related narcotics) Yes/no record of opioid Rx Pts with heroin poisoning Commercial insurance: Administrative claims data from a privately insured population (Ingenix Employer Solutoins, Eden Prarie, MN, USA)
Roland 201330 Diagnosed Rx opioid abuse 304.0X, 304.7X, 305.5X, 965.00, 965.02 (methadone poisoning), and 965.09 (opiates poisoning not elsewhere classified) No exclusions Publicly funded and commercial insurance: MarketScan Commercial Claims and Encounters and Medicare Supplemental databases (Thomson Reuters®)
Sullivan 2010 31 Probable opioid misuse among chronic opioid users g Number of prescribers (≤2, 3–4, ≥5); number of pharmacies (≤ 2, 3–4, ≥5) Days of short acting opioids (91–185, 186–240, >240) and days of long acting opioids (91–185, 186–240, >240) within 6-months Pts with cancer diagnosis (other than non-melanoma skin cancer), living in nursing homes, receiving hospice treatment, Publicly funded and commercial insurance: HealthCore and Arkansas Medicaid
White 200910 Rx opioid abuse 304.0, 304.7, 305.5, or 965.0 Yes/no record of opioid Rx Pts with heroin poisoning Commercial insurance: Maine Health Data Organization
a

NMPO=Non-medical use of prescription opioids.

b

Rx=Prescription.

c

A misuse score was generated based on individual variables predicting ≥6 opioid Rx within a 6 month period among those who had received ≥3 Rxs from ≥2 providers.

d

Pt=Patient.

e

MCO=Managed Care Organization.

f

See Leider et al. Table 2 footnote for definition and list of ICD-9 codes for conditions included as acute pain.

g

Composite misuse scores were generated and categorized: no misuse (≤ 1), possible misuse (2–4), and probable misuse (≥5).