Display options
Share it on

Front Psychiatry. 2021 May 17;12:640120. doi: 10.3389/fpsyt.2021.640120. eCollection 2021.

Early Detection of Prescription Drug Abuse Using Doctor Shopping Monitoring From Claims Databases: Illustration From the Experience of the French Addictovigilance Network.

Frontiers in psychiatry

Thomas Soeiro, Clémence Lacroix, Vincent Pradel, Maryse Lapeyre-Mestre, Joëlle Micallef

Affiliations

  1. Aix-Marseille Université, Inserm, UMR 1106, Hôpitaux Universitaires de Marseille, Service de Pharmacologie Clinique, Centre d'évaluation et d'information sur la Pharmacodépendance - Addictovigilance, Marseille, France.
  2. Université Paul Sabatier, Inserm, CIC 1436, Centre Hospitalier Universitaire de Toulouse, Service de Pharmacologie Clinique, Centre d'évaluation et d'information sur la Pharmacodépendance - Addictovigilance, Toulouse, France.

PMID: 34079478 PMCID: PMC8165176 DOI: 10.3389/fpsyt.2021.640120

Abstract

Opioid analgesics and maintenance treatments, benzodiazepines and z-drugs, and other sedatives and stimulants are increasingly being abused to induce psychoactive effects or alter the effects of other drugs, eventually leading to dependence. Awareness of prescription drug abuse has been increasing in the last two decades, and organizations such as the International Narcotics Control Board has predicted that, worldwide, prescription drug abuse may exceed the use of illicit drugs. Assessment of prescription drug abuse tackles an issue that is hidden by nature, which therefore requires a specific monitoring. The current best practice is to use multiple detection systems to assess prescription drug abuse by various populations in a timely, sensitive, and specific manner. In the early 2000's, we designed a method to detect and quantify doctor shopping for prescription drugs from the French National Health Data System, which is one of the world's largest claims database, and a first-class data source for pharmacoepidemiological studies. Doctor shopping is a well-known behavior that involves overlapping prescriptions from multiple prescribers for the same drug, to obtain higher doses than those prescribed by each prescriber on an individual basis. In addition, doctor shopping may play an important role in supplying the black market. The paper aims to review how doctor shopping monitoring can improve the early detection of prescription drug abuse within a multidimensional monitoring. The paper provides an in-depth overview of two decades of development and validation of the method as a complementary component of the multidimensional monitoring conducted by the French Addictovigilance Network. The process accounted for the relevant determinants of prescription drug abuse, such as pharmacological data (e.g., formulations and doses), chronological and geographical data (e.g., impact of measures and comparison between regions), and epidemiological and outcome data (e.g., profiles of patients and trajectories of care) for several pharmacological classes (e.g., opioids, benzodiazepines, antidepressants, and methylphenidate).

Copyright © 2021 Soeiro, Lacroix, Pradel, Lapeyre-Mestre and Micallef.

Keywords: addictovigilance; benzodiazepines; claims database; doctor shopping; methylphenidate; opioids; prescription drug abuse; signals detection

Conflict of interest statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

References

  1. J Drug Issues. 2010;40(3):681-702 - PubMed
  2. Therapie. 2016 Dec;71(6):563-573 - PubMed
  3. Therapie. 1990 Sep-Oct;45(5):399-405 - PubMed
  4. Pharmacoepidemiol Drug Saf. 2004 Jul;13(7):473-81 - PubMed
  5. Pain Med. 2012 Mar;13(3):434-42 - PubMed
  6. Therapie. 2015 Mar-Apr;70(2):191-202 - PubMed
  7. Rev Med Interne. 2015 Jun;36(6):411-7 - PubMed
  8. Clin Pharmacol Ther. 2010 Sep;88(3):307-17 - PubMed
  9. Rev Epidemiol Sante Publique. 2017 Oct;65 Suppl 4:S149-S167 - PubMed
  10. Drugs (Abingdon Engl). 2012;19(2):144-155 - PubMed
  11. Pharmacoepidemiol Drug Saf. 2019 Aug;28(8):1117-1124 - PubMed
  12. J Pain. 2015 May;16(5):445-53 - PubMed
  13. Pharmacoepidemiol Drug Saf. 2006 Jul;15(7):494-503 - PubMed
  14. Therapie. 2016 Oct 19;: - PubMed
  15. Drug Alcohol Depend. 2016 Jan 1;158:118-25 - PubMed
  16. Pharmacoepidemiol Drug Saf. 2015 Nov;24(11):1189-96 - PubMed
  17. J Popul Ther Clin Pharmacol. 2013;20(3):e397-405 - PubMed
  18. Fundam Clin Pharmacol. 2018 Jun;32(3):306-322 - PubMed
  19. Eur Addict Res. 2020;26(6):346-354 - PubMed
  20. Fundam Clin Pharmacol. 2013 Dec;27(6):672-82 - PubMed
  21. Pharmacoepidemiol Drug Saf. 2010 Jun;19(6):627-37 - PubMed
  22. BMJ. 2014 Feb 19;348:g1393 - PubMed
  23. Drug Alcohol Depend. 2014 May 1;138:209-15 - PubMed
  24. Neurology. 2019 Jul 9;93(2):e167-e180 - PubMed
  25. BMJ. 2020 Jan 10;368:m105 - PubMed
  26. Am J Drug Alcohol Abuse. 2015;41(5):458-64 - PubMed
  27. Ann Med Interne (Paris). 2003 Nov;154 Spec No 2:S58-63 - PubMed
  28. J Clin Psychopharmacol. 1997 Jun;17(3 Suppl 2):1S-57S - PubMed
  29. Drug Alcohol Depend. 2017 Sep 1;178:165-169 - PubMed
  30. Drug Saf. 2007;30(3):265-76 - PubMed
  31. Innov Clin Neurosci. 2012 Nov;9(11-12):42-6 - PubMed
  32. Sleep. 2015 Jul 01;38(7):1039-44 - PubMed
  33. Drug Alcohol Depend. 2002 Jan 1;65(2):197-204 - PubMed
  34. JAMA Intern Med. 2014 May;174(5):796-801 - PubMed
  35. J Mark Access Health Policy. 2019 Mar 27;7(1):1595953 - PubMed
  36. Therapie. 2019 Dec;74(6):579-590 - PubMed
  37. J Health Soc Behav. 1976 Dec;17(4):329-39 - PubMed
  38. Forensic Sci Int. 2001 Nov 1;122(2-3):136-41 - PubMed
  39. Pharmacoepidemiol Drug Saf. 2017 Aug;26(8):954-962 - PubMed
  40. Psychiatr Serv. 2012 Oct;63(10):1011-8 - PubMed
  41. Lancet. 2018 May 19;391(10134):1982-1983 - PubMed
  42. Pharmacoepidemiol Drug Saf. 2009 Jan;18(1):36-43 - PubMed
  43. CNS Drugs. 2001;15(3):231-59 - PubMed
  44. Subst Abuse. 2017 Apr 11;11:1178221817696077 - PubMed
  45. Int J Drug Policy. 2019 Feb;64:87-94 - PubMed
  46. Pain Med. 2007 Mar;8(2):171-83 - PubMed
  47. JAMA. 2008 Dec 10;300(22):2613-20 - PubMed
  48. Pain. 2014 Jul;155(7):1339-1345 - PubMed
  49. Therapie. 2015 Mar-Apr;70(2):203-21 - PubMed
  50. J Subst Abuse Treat. 2015 Jan;48(1):1-7 - PubMed
  51. CNS Drugs. 2010 Jul;24(7):611-20 - PubMed
  52. Fundam Clin Pharmacol. 2020 Oct 6;: - PubMed
  53. Encephale. 2003 Sep-Oct;29(5):456-9 - PubMed
  54. Encephale. 1999 Nov-Dec;25(6):672-3 - PubMed
  55. JAMA Intern Med. 2014 May;174(5):802-3 - PubMed
  56. Ann Pharmacother. 1998 Jan;32(1):117-9 - PubMed
  57. Int J Drug Policy. 2019 Apr;66:38-47 - PubMed
  58. Drug Alcohol Depend. 2003 Dec 11;72(3):297-303 - PubMed
  59. Drug Alcohol Depend. 2008 Jan 1;92(1-3):267-76 - PubMed
  60. Expert Rev Clin Pharmacol. 2016 Jul;9(7):867-71 - PubMed
  61. Pain. 1989 Mar;36(3):363-366 - PubMed
  62. Therapie. 2019 Apr;74(2):307-314 - PubMed
  63. Psychiatr Serv. 2017 Mar 1;68(3):245-249 - PubMed
  64. J Psychopharmacol. 1999;13(3):300-7 - PubMed
  65. Addict Behav. 2020 Sep;108:106458 - PubMed
  66. Fundam Clin Pharmacol. 2012 Apr;26(2):286-94 - PubMed
  67. Pain Physician. 2013 Jan;16(1):89-100 - PubMed
  68. JAMA Netw Open. 2019 Jan 4;2(1):e186007 - PubMed
  69. Fundam Clin Pharmacol. 2016 Dec;30(6):616-624 - PubMed
  70. Naunyn Schmiedebergs Arch Pharmacol. 2000 Aug;362(2):116-21 - PubMed
  71. Int J Legal Med. 2009 May;123(3):213-9 - PubMed
  72. Eur Addict Res. 2016;22(5):259-67 - PubMed
  73. Addiction. 2010 Dec;105(12):2062-70 - PubMed
  74. Pharmacoepidemiol Drug Saf. 2010 Mar;19(3):256-65 - PubMed
  75. Fundam Clin Pharmacol. 2009 Jun;23(3):345-9 - PubMed
  76. Int J Clin Pract. 2016 Sep;70(9):744-51 - PubMed
  77. N Engl J Med. 2018 Jul 19;379(3):205-207 - PubMed
  78. Pain. 2021 Mar 1;162(3):770-777 - PubMed
  79. Pharmacoepidemiol Drug Saf. 2018 May;27(5):487-494 - PubMed
  80. Br J Pharmacol. 2018 Feb;175(3):532-543 - PubMed
  81. Therapie. 2017 Sep;72(4):491-501 - PubMed
  82. Drug Alcohol Depend. 2009 Dec 1;105 Suppl 1:S26-32 - PubMed
  83. Therapie. 2004 Nov-Dec;59(6):581-8 - PubMed
  84. Pharmacoepidemiol Drug Saf. 2010 Jul;19(7):680-6 - PubMed
  85. Transl Psychiatry. 2014 Jul 15;4:e411 - PubMed
  86. Prog Neuropsychopharmacol Biol Psychiatry. 2007 Apr 13;31(3):776-8 - PubMed
  87. Fundam Clin Pharmacol. 2018 Dec;32(6):643-651 - PubMed
  88. Med Care. 2012 Jun;50(6):494-500 - PubMed
  89. Therapie. 2015 Mar-Apr;70(2):147-65 - PubMed
  90. Int J Legal Med. 2016 Sep;130(5):1209-16 - PubMed
  91. Drug Saf. 2012 Apr 1;35(4):325-34 - PubMed
  92. PLoS One. 2016 May 24;11(5):e0155783 - PubMed
  93. Eur Addict Res. 2012;18(5):228-45 - PubMed
  94. CNS Drugs. 2017 May;31(5):417-419 - PubMed
  95. Br J Clin Pharmacol. 2018 Aug;84(8):1764-1775 - PubMed
  96. Drug Alcohol Depend. 2018 Jun 1;187:88-94 - PubMed
  97. Brain Sci. 2020 Oct 14;10(10): - PubMed
  98. Med J Aust. 2004 Mar 1;180(5):211-4 - PubMed
  99. Addiction. 2012 Feb;107(2):254-8 - PubMed
  100. Eur Addict Res. 2016;22(3):119-26 - PubMed
  101. Therapie. 2015 Mar-Apr;70(2):113-31 - PubMed
  102. J Clin Psychiatry. 2005;66 Suppl 9:31-41 - PubMed
  103. Drug Alcohol Depend. 2019 Feb 1;195:66-73 - PubMed
  104. BMJ. 2007 Mar 3;334(7591):444 - PubMed
  105. Pharmacoepidemiol Drug Saf. 2010 Feb;19(2):115-23 - PubMed
  106. Therapie. 2020 Jul - Aug;75(4):343-354 - PubMed

Publication Types