Nonbenzodiazepine hypnotics and police-reported motor vehicle crash risk among older adults: a sequential target trial emulation.

Andrew R Zullo, Marzan A Khan, Melissa R Pfeiffer, Seth A Margolis, Brian R Ott, Allison E Curry, Thomas A Bayer, Melissa R Riester, Nina R Joyce
Author Information
  1. Andrew R Zullo: Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island 02912, United States. ORCID
  2. Marzan A Khan: Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island 02912, United States. ORCID
  3. Melissa R Pfeiffer: Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, United States. ORCID
  4. Seth A Margolis: Rhode Island Hospital, Providence, Rhode Island 02903, United States. ORCID
  5. Brian R Ott: Department of Neurology, Brown University, Providence, Rhode Island 02912, United States. ORCID
  6. Allison E Curry: Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, United States. ORCID
  7. Thomas A Bayer: Center of Innovation in Long-term Services and Supports, Providence Veterans Affairs Medical Center, Providence, Rhode Island 02908, United States. ORCID
  8. Melissa R Riester: Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island 02912, United States. ORCID
  9. Nina R Joyce: Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island 02912, United States. ORCID

Abstract

Nonbenzodiazepine hypnotics ("Z-drugs") are prescribed for insomnia but might increase the risk of motor vehicle crash (MVC) among older adults through prolonged drowsiness and delayed reaction times. We estimated the effect of initiating Z-drug treatment on the 12-week risk of MVC in a sequential target trial emulation. After linking New Jersey driver licensing and police-reported MVC data to Medicare claims, we emulated a new target trial each week (July 1, 2007, to October 7, 2017) in which Medicare fee-for-service beneficiaries were classified as Z-drug-treated or untreated at baseline and followed for an MVC. We used inverse probability of treatment and censoring-weighted pooled logistic regression models to estimate risk ratios (RRs) and risk differences with 95% bootstrap confidence limits (CLs). There were 257���554 person-trials, of which 103���371 were Z-drug-treated and 154���183 untreated, giving rise to 976 and 1249 MVCs, respectively. The intention-to-treat RR was 1.06 (95% CL, 0.95-1.16). For the per-protocol estimand, there were 800 MVCs and 1241 MVCs among treated and untreated person-trials, respectively, suggesting a reduced MVC risk (RR, 0.83; 95% CL, 0.74-0.92) with sustained Z-drug treatment. Z-drugs should be prescribed to older patients judiciously but not withheld entirely over concerns about MVC risk. This article is part of a Special Collection on Pharmacoepidemiology.

Keywords

References

  1. Am J Prev Med. 2017 Dec;53(6):923-927 [PMID: 28864127]
  2. Stat Methods Med Res. 2013 Feb;22(1):70-96 [PMID: 22016461]
  3. Inj Prev. 2021 Oct;27(5):472-478 [PMID: 33685949]
  4. Eur J Public Health. 2012 Oct;22(5):726-32 [PMID: 21896615]
  5. Nat Med. 2019 Oct;25(10):1601-1606 [PMID: 31591592]
  6. Epidemiology. 2009 Nov;20(6):863-71 [PMID: 19806059]
  7. Neuropsychobiology. 1995;31(2):81-8 [PMID: 7760989]
  8. N Engl J Med. 2013 Aug 22;369(8):689-91 [PMID: 23923991]
  9. Eur J Clin Pharmacol. 2000 Sep;56(6-7):453-8 [PMID: 11049006]
  10. Psychopharmacology (Berl). 2001 Mar 1;154(2):189-97 [PMID: 11314681]
  11. Acta Psychiatr Scand Suppl. 1986;332:112-8 [PMID: 2883818]
  12. Eur J Clin Pharmacol. 1992;43(1):61-6 [PMID: 1505611]
  13. Pharmacol Toxicol. 1994 Aug;75(2):91-8 [PMID: 7971743]
  14. CNS Drugs. 2017 Aug;31(8):711-722 [PMID: 28669021]
  15. Psychopharmacology (Berl). 2022 Aug;239(8):2537-2546 [PMID: 35460342]
  16. J Clin Psychiatry. 1982 Dec;43(12 Pt 2):45-55 [PMID: 6130073]
  17. Psychopharmacology (Berl). 2009 Dec;207(3):461-7 [PMID: 19798483]
  18. Acta Pharmacol Toxicol (Copenh). 1986 Mar;58(3):182-6 [PMID: 3716812]
  19. Br J Clin Pharmacol. 1984;18 Suppl 1:103S-108S [PMID: 6151846]
  20. Am J Epidemiol. 2011 Jun 15;173(12):1404-13 [PMID: 21602301]
  21. J Clin Psychopharmacol. 2009 Oct;29(5):432-8 [PMID: 19745642]
  22. EGEMS (Wash DC). 2016 Oct 14;4(1):1234 [PMID: 27891526]
  23. Pharmacopsychiatry. 1984 Mar;17(2):36-43 [PMID: 6145169]
  24. J Clin Psychopharmacol. 2002 Dec;22(6):576-83 [PMID: 12454557]
  25. Acta Psychiatr Scand Suppl. 1986;332:95-104 [PMID: 3554901]
  26. J Safety Res. 2007;38(4):453-9 [PMID: 17884432]
  27. Br J Clin Pharmacol. 2013 Apr;75(4):1125-33 [PMID: 22971090]
  28. Accid Anal Prev. 2014 Jun;67:61-6 [PMID: 24631977]
  29. Ann Emerg Med. 2012 Apr;59(4):323-4 [PMID: 22553853]
  30. Am J Public Health. 2015 Aug;105(8):e64-9 [PMID: 26066943]
  31. Eur J Epidemiol. 2017 Jun;32(6):473-475 [PMID: 28770358]
  32. Sleep. 2011 Oct 01;34(10):1327-34 [PMID: 21966064]
  33. Am J Epidemiol. 2008 Sep 15;168(6):656-64 [PMID: 18682488]
  34. Am J Epidemiol. 2016 Apr 15;183(8):758-64 [PMID: 26994063]
  35. Eur J Epidemiol. 2017 Jun;32(6):495-500 [PMID: 28748498]
  36. Traffic Inj Prev. 2012;13(3):327-36 [PMID: 22607256]
  37. Accid Anal Prev. 2014 Apr;65:28-35 [PMID: 24398139]
  38. Br Med J (Clin Res Ed). 1982 Sep 25;285(6345):852 [PMID: 6126244]
  39. J Psychopharmacol. 2022 Apr;36(4):470-478 [PMID: 35485852]
  40. Clin Pharmacol Ther. 2011 Apr;89(4):595-601 [PMID: 21368756]
  41. PLoS One. 2020 Jul 27;15(7):e0236404 [PMID: 32716956]
  42. Accid Anal Prev. 2013 Aug;57:157-64 [PMID: 23685567]
  43. Psychopharmacology (Berl). 1981;73(4):340-4 [PMID: 6789355]
  44. Eur J Pain. 2011 Apr;15(4):409-15 [PMID: 20947399]
  45. Drug Alcohol Depend. 2003 Dec 11;72(3):271-8 [PMID: 14643944]
  46. Hum Psychopharmacol. 2019 Nov;34(6):e2715 [PMID: 31837049]
  47. BMJ Open. 2018 Sep 19;8(9):e022041 [PMID: 30232109]
  48. Sleep Med. 2003 Nov;4(6):553-61 [PMID: 14607350]
  49. Clin Pharmacol Ther. 1974 Apr;15(4):368-73 [PMID: 4595291]
  50. Br J Clin Pharmacol. 1980 Aug;10(2):145-50 [PMID: 6107116]
  51. Br J Clin Pharmacol. 1979;7 Suppl 1:85S-90S [PMID: 35213]
  52. PLoS Med. 2010 Nov 16;7(11):e1000366 [PMID: 21125020]
  53. Lancet Public Health. 2021 Jun;6(6):e374-e385 [PMID: 33887232]
  54. J Clin Epidemiol. 2016 Nov;79:70-75 [PMID: 27237061]
  55. Psychopharmacology (Berl). 2005 Oct;181(4):790-8 [PMID: 16025317]
  56. Hum Psychopharmacol. 2008 Dec;23(8):693-705 [PMID: 18763235]
  57. Epidemiology. 2009 Jul;20(4):512-22 [PMID: 19487948]
  58. Br J Clin Pharmacol. 2011 Sep;72(3):505-13 [PMID: 21501214]
  59. Sleep Med. 2016 Apr;20:98-102 [PMID: 27318232]
  60. Hum Psychopharmacol. 2010 Apr;25(3):260-7 [PMID: 20373478]
  61. Pharmacoepidemiol Drug Saf. 2023 Feb;32(2):93-106 [PMID: 36349471]
  62. J Adolesc Health. 2018 May;62(5):612-617 [PMID: 29434002]
  63. CNS Drugs. 2018 Jun;32(6):593-600 [PMID: 29796977]
  64. Drug Alcohol Rev. 2011 May;30(3):281-6 [PMID: 21545558]
  65. Psychopharmacology (Berl). 2003 Aug;169(1):84-90 [PMID: 12721777]
  66. Sleep. 2002 Mar 15;25(2):224-31 [PMID: 11905433]
  67. Br J Clin Pharmacol. 2016 Dec;82(6):1625-1635 [PMID: 27544927]
  68. Accid Anal Prev. 2010 Jul;42(4):1352-8 [PMID: 20441852]
  69. Am J Med. 1986 Mar 31;80(3B):22-9 [PMID: 3963031]
  70. Science. 1982 Jul 2;217(4554):79-81 [PMID: 7089544]
  71. Eur J Epidemiol. 2012 Jun;27(6):473-81 [PMID: 22576759]
  72. Hum Psychopharmacol. 2012 May;27(3):329-33 [PMID: 22344744]
  73. Psychopharmacology (Berl). 1999 Apr;143(4):373-9 [PMID: 10367554]
  74. Neurology. 2020 Sep 8;95(10):e1322-e1332 [PMID: 32753444]
  75. J Sleep Res. 2009 Dec;18(4):387-96 [PMID: 19552733]
  76. Pharmacoepidemiol Drug Saf. 2014 Feb;23(2):140-51 [PMID: 24136855]
  77. Epidemiology. 2023 May 1;34(3):430-438 [PMID: 36805380]
  78. JAMA. 2011 Feb 23;305(8):822-3 [PMID: 21343582]
  79. Psychopharmacology (Berl). 2011 Apr;214(3):699-706 [PMID: 21086117]
  80. Psychopharmacology (Berl). 2014 Jul;231(14):2851-65 [PMID: 24488406]
  81. J Clin Psychopharmacol. 1992 Apr;12(2):86-95 [PMID: 1573045]
  82. Psychopharmacology (Berl). 2014 Jan;231(1):283-92 [PMID: 23975036]

Grants

  1. R01 AG065722/NIA NIH HHS
  2. R01 AG077620/NIA NIH HHS
  3. R01 AG079295/NIA NIH HHS
  4. R21 AG061632/NIA NIH HHS
  5. R01AG079295/NIA NIH HHS
  6. R01AG065722/NIA NIH HHS

MeSH Term

Humans
Accidents, Traffic
Hypnotics and Sedatives
Aged
Male
Female
United States
Medicare
Sleep Initiation and Maintenance Disorders
Aged, 80 and over
New Jersey
Police
Automobile Driving
Risk Factors

Chemicals

Hypnotics and Sedatives

Word Cloud

Created with Highcharts 10.0.0MVCrisktargettrialhypnoticsmotorvehicleamongoldertreatmentsequentialemulationuntreated95%MVCs0NonbenzodiazepineprescribedcrashZ-drugpolice-reportedMedicare1Z-drug-treatedperson-trialsrespectivelyRRCL"Z-drugs"insomniamightincreasethe riskadultsprolongeddrowsinessdelayedreactiontimesestimatedeffectinitiating12-weeklinkingNewJerseydriverlicensingdataclaimsemulatednewweekJuly2007October72017fee-for-servicebeneficiariesclassifiedbaselinefollowedusedinverseprobabilitycensoring-weightedpooledlogisticregressionmodelsestimateratiosRRsdifferencesbootstrapconfidencelimitsCLs257���554103���371154���183givingrise9761249intention-to-treat0695-116per-protocolestimand8001241treatedsuggestingreduced8374-092sustainedZ-drugspatientsjudiciouslywithheldentirelyconcernsarticlepartSpecialCollectionPharmacoepidemiologyadults:agingcausalinferencesedativescrashespharmacoepidemiology

Similar Articles

Cited By (1)