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Volumn 55, Issue 3, 2017, Pages 291-298

An Examination of Claims-based Predictors of Overdose from a Large Medicaid Program

Author keywords

health claims; opioid medication misuse and abuse; opioid medication overdose

Indexed keywords

MUSCLE RELAXANT AGENT; OPIATE; NARCOTIC ANALGESIC AGENT;

EID: 85012914598     PISSN: 00257079     EISSN: 15371948     Source Type: Journal    
DOI: 10.1097/MLR.0000000000000676     Document Type: Article
Times cited : (58)

References (50)
  • 2
    • 84988426772 scopus 로고    scopus 로고
    • Centers for Disease Control and Prevention Available at Accessed July 16, 2015
    • Centers for Disease Control and Prevention. Prescription drug overdose data: deaths from prescription opioid overdose. 2015. Available at: www.cdc.gov/drugoverdose/data/overdose.html. Accessed July 16, 2015.
    • (2015) Prescription Drug Overdose Data: Deaths from Prescription Opioid Overdose
  • 4
    • 84922337366 scopus 로고    scopus 로고
    • What we know, and don't know, about the impact of state policy and systems-level interventions on prescription drug overdose
    • Haegerich TM, Paulozzi LJ, Manns BJ, et al. What we know, and don't know, about the impact of state policy and systems-level interventions on prescription drug overdose. Drug Alcohol Depend. 2014;145:34-47.
    • (2014) Drug Alcohol Depend , vol.145 , pp. 34-47
    • Haegerich, T.M.1    Paulozzi, L.J.2    Manns, B.J.3
  • 5
    • 84880761576 scopus 로고    scopus 로고
    • Opioid prescribing in emergency departments: The prevalence of potentially inappropriate prescribing and misuse
    • Logan J, Liu Y, Paulozzi L, et al. Opioid prescribing in emergency departments: the prevalence of potentially inappropriate prescribing and misuse. Med Care. 2013;51:646-653.
    • (2013) Med Care , vol.51 , pp. 646-653
    • Logan, J.1    Liu, Y.2    Paulozzi, L.3
  • 6
    • 84924362050 scopus 로고    scopus 로고
    • Prescription practices involving opioid analgesics among Americans with Medicaid, 2010
    • Mack KA, Zhang K, Paulozzi L, et al. Prescription practices involving opioid analgesics among Americans with Medicaid, 2010. J Health Care Poor Underserved. 2015;26:182-198.
    • (2015) J Health Care Poor Underserved , vol.26 , pp. 182-198
    • Mack, K.A.1    Zhang, K.2    Paulozzi, L.3
  • 7
    • 84883802368 scopus 로고    scopus 로고
    • Potential misuse and inappropriate prescription practices involving opioid analgesics
    • Liu Y, Logan JE, Paulozzi LJ, et al. Potential misuse and inappropriate prescription practices involving opioid analgesics. Am J Manag Care. 2013;19:648-665.
    • (2013) Am J Manag Care , vol.19 , pp. 648-665
    • Liu, Y.1    Logan, J.E.2    Paulozzi, L.J.3
  • 8
    • 79953748230 scopus 로고    scopus 로고
    • Association between opioid prescribing patterns and opioid overdose-related deaths
    • Bohnert ASB, Valenstein M, Bair MJ, et al. Association between opioid prescribing patterns and opioid overdose-related deaths. JAMA. 2011;305:1315-1321.
    • (2011) JAMA , vol.305 , pp. 1315-1321
    • Bohnert, A.S.B.1    Valenstein, M.2    Bair, M.J.3
  • 9
    • 84954593740 scopus 로고    scopus 로고
    • Controlled substance prescribing patterns-prescription behavior surveillance system, eight states, 2013. Surveillance summaries
    • Paulozzi LJ, Strickler GK, Kreiner PW, et al. Controlled substance prescribing patterns-prescription behavior surveillance system, eight states, 2013. Surveillance summaries. MMWR Morb Mortal Wkly Rep. 2015;64:1-14.
    • (2015) MMWR Morb Mortal Wkly Rep , vol.64 , pp. 1-14
    • Paulozzi, L.J.1    Strickler, G.K.2    Kreiner, P.W.3
  • 10
    • 84940930142 scopus 로고    scopus 로고
    • Cohort study of the impact of high-dose opioid analgesics on overdose mortality
    • Dasgupta N, Funk MJ, Proescholdbell S, et al. Cohort study of the impact of high-dose opioid analgesics on overdose mortality. Pain Med. 2015;17:85-98.
    • (2015) Pain Med , vol.17 , pp. 85-98
    • Dasgupta, N.1    Funk, M.J.2    Proescholdbell, S.3
  • 11
    • 84899870107 scopus 로고    scopus 로고
    • High-risk use by patients prescribed opioids for pain and its role in overdose deaths
    • Gwira Baumblatt JA, Wiedeman C, Dunn JR, et al. High-risk use by patients prescribed opioids for pain and its role in overdose deaths. JAMA Intern Med. 2014;174:796-801.
    • (2014) JAMA Intern Med , vol.174 , pp. 796-801
    • Gwira Baumblatt, J.A.1    Wiedeman, C.2    Dunn, J.R.3
  • 12
    • 74949083811 scopus 로고    scopus 로고
    • Opioid prescriptions for chronic pain and overdose: A cohort study
    • Dunn KM, Saunders KW, Rutter CM, et al. Opioid prescriptions for chronic pain and overdose: a cohort study. Ann Intern Med. 2010;152:85-92.
    • (2010) Ann Intern Med , vol.152 , pp. 85-92
    • Dunn, K.M.1    Saunders, K.W.2    Rutter, C.M.3
  • 13
    • 84931577586 scopus 로고    scopus 로고
    • Defining nonmedical use of prescription opioids within health care claims: A systematic review
    • Cochran G, Woo B, Lo-Ciganic W-H, et al. Defining nonmedical use of prescription opioids within health care claims: a systematic review. Subst Abus. 2015;36:192-202.
    • (2015) Subst Abus , vol.36 , pp. 192-202
    • Cochran, G.1    Woo, B.2    Lo-Ciganic, W.-H.3
  • 14
    • 68549106118 scopus 로고    scopus 로고
    • What constitutes prescription drug misuse? Problems and pitfalls of current conceptualizations
    • Barrett SP, Meisner JR, Stewart SH. What constitutes prescription drug misuse? Problems and pitfalls of current conceptualizations. Curr Drug Abuse Rev. 2008;1:255-262.
    • (2008) Curr Drug Abuse Rev , vol.1 , pp. 255-262
    • Barrett, S.P.1    Meisner, J.R.2    Stewart, S.H.3
  • 15
    • 33646058023 scopus 로고    scopus 로고
    • Abuse of prescription drugs and the risk of addiction
    • Compton WM, Volkow ND. Abuse of prescription drugs and the risk of addiction. Drug Alcohol Depend. 2006;83(suppl 1):S4-S7.
    • (2006) Drug Alcohol Depend , vol.83 , pp. S4-S7
    • Compton, W.M.1    Volkow, N.D.2
  • 16
    • 74049115886 scopus 로고    scopus 로고
    • Analytic models to identify patients at risk for prescription opioid abuse
    • White AG, Birnbaum HG, Schiller M, et al. Analytic models to identify patients at risk for prescription opioid abuse. Am J Manag Care. 2009;15:897-906.
    • (2009) Am J Manag Care , vol.15 , pp. 897-906
    • White, A.G.1    Birnbaum, H.G.2    Schiller, M.3
  • 17
    • 84866282818 scopus 로고    scopus 로고
    • A model to identify patients at risk for prescription opioid abuse, dependence, and misuse
    • Rice JB, White AG, Birnbaum HG, et al. A model to identify patients at risk for prescription opioid abuse, dependence, and misuse. Pain Med. 2012;13:1162-1173.
    • (2012) Pain Med , vol.13 , pp. 1162-1173
    • Rice, J.B.1    White, A.G.2    Birnbaum, H.G.3
  • 18
    • 77955307681 scopus 로고    scopus 로고
    • Risks for possible and probable opioid misuse among recipients of chronic opioid therapy in commercial and Medicaid insurance plans: The TROUP Study
    • Sullivan MD, Edlund MJ, Fan M-Y, et al. Risks for possible and probable opioid misuse among recipients of chronic opioid therapy in commercial and Medicaid insurance plans: the TROUP Study. Pain. 2010;150:332-339.
    • (2010) Pain , vol.150 , pp. 332-339
    • Sullivan, M.D.1    Edlund, M.J.2    Fan, M.-Y.3
  • 19
    • 84934439594 scopus 로고    scopus 로고
    • Substance Abuse and Mental Health Services Administration Rockville, MD: Substance Abuse and Mental Health Services Administration
    • Substance Abuse and Mental Health Services Administration. Results From the 2013 National Survey on Drug Use and Health: Summary of National Findings. Rockville, MD: Substance Abuse and Mental Health Services Administration; 2014.
    • (2014) Results from the 2013 National Survey on Drug Use and Health: Summary of National Findings
  • 20
    • 44449116226 scopus 로고    scopus 로고
    • Medicaid prior authorization and controlled-release oxycodone
    • Morden NE, Zerzan JT, Rue TC, et al. Medicaid prior authorization and controlled-release oxycodone. Med Care. 2008;46:573-580.
    • (2008) Med Care , vol.46 , pp. 573-580
    • Morden, N.E.1    Zerzan, J.T.2    Rue, T.C.3
  • 22
    • 85012916366 scopus 로고    scopus 로고
    • Centers for Disease Control Pennsylvania. Atlanta, GA: Centers for Disease Control
    • Centers for Disease Control. Prevention Status Report 2013: Prescription Drug Overdose. Pennsylvania. Atlanta, GA: Centers for Disease Control; 2013.
    • (2013) Prevention Status Report 2013: Prescription Drug Overdose
  • 23
    • 0033114018 scopus 로고    scopus 로고
    • Use of claims data for research on treatment and outcomes of depression care
    • Lilly
    • Melfi CA, Croghan TW. Use of claims data for research on treatment and outcomes of depression care. Med Care. 1999;37(suppl Lilly): As77-As80.
    • (1999) Med Care , vol.37 , pp. As77-As80
    • Melfi, C.A.1    Croghan, T.W.2
  • 26
    • 84873541197 scopus 로고    scopus 로고
    • Intertwined epidemics: National demographic trends in hospitalizations for heroin- and opioid-related overdoses, 1993-2009
    • Unick GJ, Rosenblum D, Mars S, et al. Intertwined epidemics: national demographic trends in hospitalizations for heroin- and opioid-related overdoses, 1993-2009. Plos One. 2013;8:e54496.
    • (2013) Plos One , vol.8 , pp. e54496
    • Unick, G.J.1    Rosenblum, D.2    Mars, S.3
  • 27
    • 0041703163 scopus 로고    scopus 로고
    • The ratio of non-fatal to fatal heroin overdose
    • Darke S, Mattick RP, Degenhardt L. The ratio of non-fatal to fatal heroin overdose. Addiction. 2003;98:1169-1171.
    • (2003) Addiction , vol.98 , pp. 1169-1171
    • Darke, S.1    Mattick, R.P.2    Degenhardt, L.3
  • 28
    • 85012925211 scopus 로고    scopus 로고
    • Prescription Drug Monitoring Program training and Technical Assistance Center Boston, MA: Brandeis University, The Heller School for Policy and Management
    • Prescription Drug Monitoring Program training and Technical Assistance Center. Technical Assistance Guide No 01-13, Calculating Daily Morphine, Milligram Equivalents. Boston, MA: Brandeis University, The Heller School for Policy and Management; 2013.
    • (2013) Technical Assistance Guide No 01-13, Calculating Daily Morphine, Milligram Equivalents
  • 29
    • 33644792392 scopus 로고    scopus 로고
    • United States Department of Agriculture Available at Accessed October 3, 2014
    • United States Department of Agriculture. Rural-urban continuum codes. 2013. Available at: www.ers.usda.gov/data-products/rural-urban-contin-uum-codes/documentation.aspx#.VC61zGddUrA. Accessed October 3, 2014.
    • (2013) Rural-urban Continuum Codes
  • 30
    • 84881481679 scopus 로고    scopus 로고
    • Treatment of early-stage prostate cancer among rural and urban patients
    • Baldwin LM, Andrilla CH, Porter MP, et al. Treatment of early-stage prostate cancer among rural and urban patients. Cancer. 2013;119:3067-3075.
    • (2013) Cancer , vol.119 , pp. 3067-3075
    • Baldwin, L.M.1    Andrilla, C.H.2    Porter, M.P.3
  • 31
    • 49049087890 scopus 로고    scopus 로고
    • Trends in use of opioids for non-cancer pain conditions 2000-2005 in Commercial and Medicaid insurance plans: The TROUP study
    • Sullivan MD, Edlund MJ, Fan M-Y, et al. Trends in use of opioids for non-cancer pain conditions 2000-2005 in Commercial and Medicaid insurance plans: the TROUP study. Pain. 2008;138:440-449.
    • (2008) Pain , vol.138 , pp. 440-449
    • Sullivan, M.D.1    Edlund, M.J.2    Fan, M.-Y.3
  • 34
    • 84907032012 scopus 로고    scopus 로고
    • Management of chronic pain with chronic opioid therapy in patients with substance use disorders
    • Chang Y-P, Compton P. Management of chronic pain with chronic opioid therapy in patients with substance use disorders. Addict Sci Clin Pract. 2013;8:21.
    • (2013) Addict Sci Clin Pract , vol.8 , pp. 21
    • Chang, Y.-P.1    Compton, P.2
  • 35
    • 47649114135 scopus 로고    scopus 로고
    • Challenges in using opioids to treat pain in persons with substance use disorders
    • Savage SR, Kirsh KL, Passik SD. Challenges in using opioids to treat pain in persons with substance use disorders. Addict Sci Clin Pract. 2008;4:4-25.
    • (2008) Addict Sci Clin Pract , vol.4 , pp. 4-25
    • Savage, S.R.1    Kirsh, K.L.2    Passik, S.D.3
  • 36
    • 84892548221 scopus 로고    scopus 로고
    • Opioid prescribing: A systematic review and critical appraisal of guidelines for chronic pain
    • Nuckols TK, Anderson L, Popescu I, et al. Opioid prescribing: a systematic review and critical appraisal of guidelines for chronic pain. Ann Intern Med. 2014;160:38-47.
    • (2014) Ann Intern Med , vol.160 , pp. 38-47
    • Nuckols, T.K.1    Anderson, L.2    Popescu, I.3
  • 37
    • 84898995780 scopus 로고    scopus 로고
    • Assessing the present state and potential of Medicaid controlled substance lock-in programs
    • Roberts AW, Skinner AC. Assessing the present state and potential of Medicaid controlled substance lock-in programs. J Manag Care Spec Pharm. 2014;20:439-446.
    • (2014) J Manag Care Spec Pharm , vol.20 , pp. 439-446
    • Roberts, A.W.1    Skinner, A.C.2
  • 39
    • 84917727016 scopus 로고    scopus 로고
    • Centers for Medicare and Medicaid Services Baltimore, MD: Department of Health and Human Services, Centers for Medicare and Medicaid Services, Center for Program Integrity
    • Centers for Medicare and Medicaid Services. Drug Diversion in the Medicaid Program: State Strategies for Reducing Prescription Drug Diversion in Medicaid. Baltimore, MD: Department of Health and Human Services, Centers for Medicare and Medicaid Services, Center for Program Integrity; 2012.
    • (2012) Drug Diversion in the Medicaid Program: State Strategies for Reducing Prescription Drug Diversion in Medicaid
  • 40
    • 84955473476 scopus 로고    scopus 로고
    • Opioid prescribing for chronic pain-achieving the right balance through education
    • Alford DP. Opioid prescribing for chronic pain-achieving the right balance through education. N Engl J Med. 2016;374:301-303.
    • (2016) N Engl J Med , vol.374 , pp. 301-303
    • Alford, D.P.1
  • 41
    • 84903997684 scopus 로고    scopus 로고
    • The changing face of heroin use in the United States: A retrospective analysis of the past 50 years
    • Cicero TJ, Ellis MS, Surratt HL, et al. The changing face of heroin use in the United States: a retrospective analysis of the past 50 years. JAMA Psychiatry. 2014;71:821-826.
    • (2014) JAMA Psychiatry , vol.71 , pp. 821-826
    • Cicero, T.J.1    Ellis, M.S.2    Surratt, H.L.3
  • 42
    • 84929377866 scopus 로고    scopus 로고
    • Abuse-deterrent formulations and the prescription opioid abuse epidemic in the United States: Lessons learned from OxyContin
    • Cicero TJ, Ellis MS. Abuse-deterrent formulations and the prescription opioid abuse epidemic in the United States: lessons learned from OxyContin. JAMA Psychiatry. 2015;72:424-430.
    • (2015) JAMA Psychiatry , vol.72 , pp. 424-430
    • Cicero, T.J.1    Ellis, M.S.2
  • 43
    • 57449112519 scopus 로고    scopus 로고
    • Patterns of abuse among unintentional pharmaceutical overdose fatalities
    • Hall AJ, Logan JE, Toblin RL, et al. Patterns of abuse among unintentional pharmaceutical overdose fatalities. JAMA. 2008;300: 2613-2620.
    • (2008) JAMA , vol.300 , pp. 2613-2620
    • Hall, A.J.1    Logan, J.E.2    Toblin, R.L.3
  • 44
    • 79958837174 scopus 로고    scopus 로고
    • An analysis of the root causes for opioid-related overdose deaths in the United States
    • Webster LR, Cochella S, Dasgupta N, et al. An analysis of the root causes for opioid-related overdose deaths in the United States. Pain Med. 2011;12(suppl 2):S26-S35.
    • (2011) Pain Med , vol.12 , pp. S26-S35
    • Webster, L.R.1    Cochella, S.2    Dasgupta, N.3
  • 45
    • 70350712060 scopus 로고    scopus 로고
    • Overdose deaths involving prescription opioids among Medicaid enrollees-Washington, 2004-2007
    • Centers for Disease Control and Prevention
    • Centers for Disease Control and Prevention. Overdose deaths involving prescription opioids among Medicaid enrollees-Washington, 2004-2007. MMWR Morb Mortal Wkly Rep. 2009;58:1171-1175.
    • (2009) MMWR Morb Mortal Wkly Rep , vol.58 , pp. 1171-1175
  • 46
    • 84885111813 scopus 로고    scopus 로고
    • Centers for Disease Control and Prevention Hyattsville, MD: Centers for Disease Control
    • Centers for Disease Control and Prevention. Health, United States 2012: With Special Feature on Emergency Care. Hyattsville, MD: Centers for Disease Control; 2013.
    • (2013) Health, United States 2012: With Special Feature on Emergency Care
  • 47
    • 84860369134 scopus 로고    scopus 로고
    • Dartmouth Available at Accessed March 8, 2014
    • Dartmouth. The Dartmouth atlas of health care. 2014. Available at: www.dartmouthatlas.org/. Accessed March 8, 2014.
    • (2014) The Dartmouth Atlas of Health Care
  • 48
    • 84861468659 scopus 로고    scopus 로고
    • New systems of care for substance use disorders: Treatment, finance, and technology under health care reform
    • Pating DR, Miller MM, Goplerud E, et al. New systems of care for substance use disorders: treatment, finance, and technology under health care reform. Psychiatr Clin North Am. 2012;35:327-356.
    • (2012) Psychiatr Clin North Am , vol.35 , pp. 327-356
    • Pating, D.R.1    Miller, M.M.2    Goplerud, E.3
  • 49
    • 84856051713 scopus 로고    scopus 로고
    • Validation of key behaviourally based mental health diagnoses in administrative data: Suicide attempt, alcohol abuse, illicit drug abuse and tobacco use
    • Kim HM, Smith EG, Stano CM, et al. Validation of key behaviourally based mental health diagnoses in administrative data: suicide attempt, alcohol abuse, illicit drug abuse and tobacco use. BMC Health Serv Res. 2012;12:1-9.
    • (2012) BMC Health Serv Res , vol.12 , pp. 1-9
    • Kim, H.M.1    Smith, E.G.2    Stano, C.M.3
  • 50
    • 84920562472 scopus 로고    scopus 로고
    • Medication therapy management interventions in outpatient settings: A systematic review and meta-analysis
    • Viswanathan M, Kahwati LC, Golin CE, et al. Medication therapy management interventions in outpatient settings: a systematic review and meta-analysis. JAMA Intern Med. 2015;175:76-87.
    • (2015) JAMA Intern Med , vol.175 , pp. 76-87
    • Viswanathan, M.1    Kahwati, L.C.2    Golin, C.E.3


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