523
Views
5
CrossRef citations to date
0
Altmetric
Article

Natural Language Processing–Identified Problem Opioid Use and Its Associated Health Care Costs

Pages 106-115 | Received 13 Mar 2018, Accepted 09 Jun 2018, Published online: 31 Jan 2019

References

  • US Department of Health and Human Services, Substance Abuse and Mental Health Services Administration, Center for Behavioral Health Statistics and Quality. Results from the 2013 National Survey on Drug Use and Health: Detailed Tables. Available at: http://www.samhsa.gov/data/NSDUH/2013SummNatFindDetTables/DetTabs/NSDUH-DetTabsSect1peTabs1to46-2013.htm#tab1.1a. Accessed September 4, 2015.
  • US Department of Health and Human Services, Substance Abuse and Mental Health Services Administration, Center for Behavioral Health Statistics and Quality. Drug Abuse Warning Network 2011: Emergency Department Excel Files – National Tables: National Estimates of Drug-Related Emergency Department Visits. Available at: http://www.samhsa.gov/data/sites/default/files/Nation_2011_NMUP.xls. Accessed September 4, 2015.
  • US Department of Health and Human Services, Substance Abuse and Mental Health Services Administration, Center for Behavioral Health Statistics and Quality. Treatment Episode Data Set (TEDS) 2002 – 2012 National Admissions to Substance Abuse Treatment Services. Available at: http://www.samhsa.gov/data/2K14/TEDS2012NA/TEDS2012N_index.htm. Accessed September 4, 2015.
  • Centers for Disease Control and Prevention/National Center for Health Statistics, National Vital Statistics System, Mortality File. Available at: http://www.cdc.gov/nchs/data/databriefs/db166_table.pdf#1. Accessed September 4, 2015.
  • Hansen RN, Oster G, Edelsberg J, Woody GE, Sullivan SD. Economic costs of nonmedical use of prescription opioids. Clin J Pain. 2011;27:194–202.
  • Birnbaum HG, White AG, Schiller M, Waldman T, Cleveland JM, Roland CL. Societal costs of prescription opioid abuse, dependence, and misuse in the United States. Pain Medicine. 2011;12:657–667.
  • Oderda G, Lake J, Rudell K, Roland C, Masters ET. Economic burden of prescription opioid misuse and abuse: a systematic review. J Pain Palliat Care Pharmacotherapy. 2015;29:388–400.
  • Pasquale MK, Joshi AV, Dufour R, Schaaf D, Mardekian J, Andrews GA, Patel NC. Cost drivers of prescription opioid abuse in Commercial and Medicare populations. Pain Practice. 2014;14:E116–E125.
  • Rice JB, Kirson NY, Shei A, Cummings AKG, Bodnar K, Birnbaum HG, Ben-Joseph R. Estimating the costs of opioid abuse and dependence from an employer perspective: a retrospective analysis using administrative claims data. Appl Health Econ Health Policy. 2014;12:435–446.
  • Rice JB, Kirson NY, Shei A, Enloe CJ, Cummings AKG, Birnbaum HG, Holly P, Ben-Joseph R. The economic burden of diagnosed opioid abuse among commercially insured individuals. Postgraduate Medicine. 2014;126:53–58.
  • Roland CL, Joshi AV, Mardekian J, Walden SC, Harnett J. Prevalence and cost of diagnosed opioid abuse in a privately insured population in the United States. J Opioid Management. 2013;9:161–175.
  • White AG, Birnbaum HG, Mareva MN, Daher M, Vallow S, Schein J, Katz N. Direct costs of opioid abuse in an insured population in the United States. J Manag Care Pharm. 2005;11(6):469–479.
  • White AG, Birnbaum HG, Schiller M, Waldman T, Cleveland JM, Roland CL. Economic impact of opioid abuse, dependence, and misuse. Am J Pharm Benefits. 2011;3:e59–e70.
  • Baser O, Xie L, Mardekian J, Schaaf D, Wang L, Joshi AV. Prevalence of diagnosed opioid abuse and its economic burden in the Veterans Health Administration. Pain Practice. 2014;14:437–445.
  • McAdam-Marx C, Roland CL, Cleveland J, Oderda GM. Costs of opioid abuse and misuse determined from a Medicaid database. J Pain Palliat Care Pharmacotherapy. 2010;24:5–18.
  • Palmer RE, Carrell DS, Cronkite D, Saunders K, Gross DE, Masters E, Donevan S, Hylan TR, Von Korff M. The prevalence of problem opioid use in patients receiving chronic opioid therapy: computer assisted review of electronic health record clinical notes. Pain. 2015;156:1208–1214.
  • Carrell DS, Cronkite D, Palmer RE, Saunders K, Gross DE, Masters ET, Hylan TR, Von Korff M. Using natural language processing to identify problem usage of prescription opioids. Int J Med Informat. 2015;84:1057–1064.
  • Starfield B, Weiner J, Mumford L, Steinwachs D. Ambulatory care groups: a categorization of diagnoses for research and management. Health Ser Res. 1991;26:53–74.
  • Weiner JP, Starfield BH, Steinwachs DM, Mumford LM. Development and application of a population-oriented measure of ambulatory care case-mix. Med Care. 1991;29:452–472.
  • Reid RJ, Roos NP, MacWilliam L, Frohlich N, Black C. Assessing population health care need using a claims-based ACG morbidity measure: a validation analysis in the Province of Manitoba. Health Ser Res. 2002;37:1345–64.
  • Ranstad K, Midlov P, Halling A. Socioeconomic status and geographical factors associated with active listing in primary care: a cross-sectional population study accounting for multimorbidity, age, sex and primary care. BMJ Open. 2017;7(6):e014984.
  • Stock D, Cowie C, Chan V, Colantonio A, Wodhis WP, Alter D, Cullen N. Determinants of alternate-level-of-care delayed discharge among acute care survivors of hypoxic-ischemic brain injury: a population-based cohort study. CMAJ Open. 2016;4(4):E689–E607.
  • Skoog J, Midlov P, Beckman A, Sundquist J, Halling A. Indication for pharmacological treatment is often lacking: a cross-sectional study on the quality of drug therapy among the elderly. BMC Geriatr. 2015;15:117.
  • O'Keeffe-Rosetti MC, Hornbrook MC, Fishman PA, Ritzwoller DP, Keast EM, Staab J, Lafata JE, Salloum R. A standardized relative resource cost model for medical care: application to cancer control programs. J Natl Cancer Inst Monogr. 2013;106–116.
  • Rossiter LF, Kirson NY, Shei A, White AG, Birnbaum HG, Ben-Joseph R, Michna E. Medical cost savings associated with an extended-release opioid with abuse-deterrent technology in the US. J Med Econ. 2014;17:279–287.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.