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Trajectories of dispensed prescription opioids among beneficiaries enrolled in a Medicaid controlled substance "lock-in" program.

Publication ,  Journal Article
Naumann, RB; Marshall, SW; Gottfredson, NC; Lund, JL; Ringwalt, CL; Skinner, AC
Published in: Pharmacoepidemiol Drug Saf
January 2019

PURPOSE: "Lock-in" programs (LIPs) are used by health insurers to address potential substance (eg, opioid) misuse among beneficiaries. We sought to (1) examine heterogeneity in trajectories of dispensed opioids (in average daily morphine milligram equivalents (MMEs)) over time: prior to, during, and following release from a LIP, and (2) assess associations between trajectory patterns and beneficiary characteristics. METHODS: Medicaid claims were linked to Prescription Drug Monitoring Program records for a cohort of beneficiaries enrolled in the North Carolina Medicaid LIP (n = 2701). Using latent class growth analyses, we estimated trajectories of average daily MMEs of opioids dispensed to beneficiaries across specific time periods of interest. RESULTS: Five trajectory patterns appeared to sufficiently describe underlying heterogeneity. Starting values and slopes varied across the 5 trajectory groups, which followed these overall patterns: (1) start at a high level of MMEs, end at a high level of MMEs (13.1% of cohort); (2) start medium, end medium (13.2%); (3) start medium, end low (21.5%); (4) start low, end medium (22.6%); and (5) start low, end low (29.6%). We observed strong associations between patterns and beneficiaries' demographics, substance use-related characteristics, comorbid conditions, and healthcare utilization. CONCLUSIONS: In its current form, the Medicaid LIP appeared to have limited impact on beneficiaries' opioid trajectories. However, strong associations between trajectory patterns and beneficiary characteristics provide insight into potential LIP design modifications that might improve program impact (eg, LIP integration of substance use disorder assessment and referral to treatment, assessment and support for alternate pain therapies).

Duke Scholars

Published In

Pharmacoepidemiol Drug Saf

DOI

EISSN

1099-1557

Publication Date

January 2019

Volume

28

Issue

1

Start / End Page

16 / 24

Location

England

Related Subject Headings

  • Young Adult
  • United States
  • Program Evaluation
  • Prescription Drug Monitoring Programs
  • Pharmacology & Pharmacy
  • Patient Acceptance of Health Care
  • Opioid-Related Disorders
  • Middle Aged
  • Medicaid
  • Male
 

Citation

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Chicago
ICMJE
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Naumann, R. B., Marshall, S. W., Gottfredson, N. C., Lund, J. L., Ringwalt, C. L., & Skinner, A. C. (2019). Trajectories of dispensed prescription opioids among beneficiaries enrolled in a Medicaid controlled substance "lock-in" program. Pharmacoepidemiol Drug Saf, 28(1), 16–24. https://doi.org/10.1002/pds.4445
Naumann, Rebecca B., Stephen W. Marshall, Nisha C. Gottfredson, Jennifer L. Lund, Christopher L. Ringwalt, and Asheley C. Skinner. “Trajectories of dispensed prescription opioids among beneficiaries enrolled in a Medicaid controlled substance "lock-in" program.Pharmacoepidemiol Drug Saf 28, no. 1 (January 2019): 16–24. https://doi.org/10.1002/pds.4445.
Naumann RB, Marshall SW, Gottfredson NC, Lund JL, Ringwalt CL, Skinner AC. Trajectories of dispensed prescription opioids among beneficiaries enrolled in a Medicaid controlled substance "lock-in" program. Pharmacoepidemiol Drug Saf. 2019 Jan;28(1):16–24.
Naumann, Rebecca B., et al. “Trajectories of dispensed prescription opioids among beneficiaries enrolled in a Medicaid controlled substance "lock-in" program.Pharmacoepidemiol Drug Saf, vol. 28, no. 1, Jan. 2019, pp. 16–24. Pubmed, doi:10.1002/pds.4445.
Naumann RB, Marshall SW, Gottfredson NC, Lund JL, Ringwalt CL, Skinner AC. Trajectories of dispensed prescription opioids among beneficiaries enrolled in a Medicaid controlled substance "lock-in" program. Pharmacoepidemiol Drug Saf. 2019 Jan;28(1):16–24.

Published In

Pharmacoepidemiol Drug Saf

DOI

EISSN

1099-1557

Publication Date

January 2019

Volume

28

Issue

1

Start / End Page

16 / 24

Location

England

Related Subject Headings

  • Young Adult
  • United States
  • Program Evaluation
  • Prescription Drug Monitoring Programs
  • Pharmacology & Pharmacy
  • Patient Acceptance of Health Care
  • Opioid-Related Disorders
  • Middle Aged
  • Medicaid
  • Male