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Characterizing early prescribers of newly marketed drugs in Canada: a population-based study

  • Pharmacoepidemiology and Prescription
  • Published:
European Journal of Clinical Pharmacology Aims and scope Submit manuscript

Abstract

Background

The diffusion of innovations model proposes that early adopters of innovation influence others. This study was undertaken to determine if early prescribers and users of newly marketed drugs had different sociodemographic and professional characteristics as compared to majority and late users and prescribers.

Methods

After market availability in Manitoba, Canada, of celecoxib, alendronate, clopiodogrel and pantoprazole, time to first prescriptions was determined. Early, majority and late adopters of the new drug were characterized by this diffusion time. The prescription, health and prescriber records were compared across adopter categories. The likelihood of being an early or late prescriber or user of the new medications according to patient demographic characteristics, physician factors (specialty and place of training) and neighborhood income was determined with polytomous logistic regression.

Results

Celecoxib demonstrated a much more rapid uptake into routine use than the other drugs. More than 300 Manitoba physicians prescribed celecoxib within two weeks of market availability. Early prescribers of celecoxib were more likely than majority prescribers to be general practitioners (OR = 1.81, 95%CI: 1.40–2.35) and have hospital affiliations (OR = 1.35, 95%CI: 1.03–1.77). Early users of celecoxib were more likely than the majority to have arthritic conditions, have a high income and have paid out-of-pocket for their prescription. For alendronate, clopidogrel and pantoprazole, only prescription drug coverage predicted adopter category. Early prescribers of one new drug were not early prescribers of the other new drugs.

Conclusion

No common group of patients or physicians who were early prescribers or users of all four medications was described.

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References

  1. Britten N, Ukoumunne O (6-12-1997) The influence of patients’ hopes of receiving a prescription on doctors’ perceptions and the decision to prescribe: a questionnaire survey. BMJ 315:1506–1510

    PubMed  CAS  Google Scholar 

  2. Therapeutics Initiative (1999) Celecoxib (Celebrex) Is it a breakthrough drug? Therapeutics Letter August/September:1–2

  3. Bull SA, Conell C, Campen DH (2002) Relationship of clinical factors to the use of Cox-2 selective NSAIDs within an arthritis population in a large HMO. J Manag Care Pharm 8:252–258

    PubMed  Google Scholar 

  4. Cox ER, Motheral B, Frisse M, Behm A, Mager D (2003) Prescribing COX-2s for patients new to cyclo-oxygenase inhibition therapy. Am J Manag Care 9:735–742

    PubMed  Google Scholar 

  5. Fitt NS, Mitchell SL, Cranney A, Gulenchyn K, Huang M, Tugwell P (20-3-2001) Influence of bone densitometry results on the treatment of osteoporosis. CMAJ 164:777–781

    PubMed  CAS  Google Scholar 

  6. Goldstein LB, Bonito AJ, Matchar DB, Duncan PW, DeFriese GH, Oddone EZ, Paul JE, Akin DR, Samsa GP (1995) US national survey of physician practices for the secondary and tertiary prevention of ischemic stroke. Design, service availability, and common practices. Stroke 26:1607–1615

    PubMed  CAS  Google Scholar 

  7. Hungin AP, Rubin GP, O’Flanagan H (1999) Long-term prescribing of proton pump inhibitors in general practice. Br J Gen Pract 49:451–453

    PubMed  CAS  Google Scholar 

  8. Jaglal SB, McIsaac WJ, Hawker G, Jaakkimainen L, Cadarette SM, Chan BT (31-10-2000) Patterns of use of the bone mineral density test in Ontario, 1992–1998. CMAJ 163:1139–1143

    PubMed  CAS  Google Scholar 

  9. Quartero AO, Smeets HM, de Wit NJ (2003) Trends and determinants of pharmacotherapy for dyspepsia: analysis of 3-year prescription data in The Netherlands. Scand J Gastroenterol 38:676–677

    Article  PubMed  CAS  Google Scholar 

  10. Solomon CG, Connelly MT, Collins K, Okamura K, Seely EW (2000) Provider characteristics: impact on bone density utilization at a health maintenance organization. Menopause 7:391–394

    Article  PubMed  CAS  Google Scholar 

  11. Solomon DH, Levin E, Helfgott SM (2000) Patterns of medication use before and after bone densitometry: factors associated with appropriate treatment. J Rheumatol 27:1496–1500

    PubMed  CAS  Google Scholar 

  12. Solomon DH, Schneeweiss S, Glynn RJ, Levin R, Avorn J (15-12-2003) Determinants of selective cyclooxygenase-2 inhibitor prescribing: are patient or physician characteristics more important? Am J Med 115:715–720

    Article  PubMed  CAS  Google Scholar 

  13. Rogers EM (1995) Diffusion of innovations

  14. Greer AL (1988) The state of the art versus the state of the science. The diffusion of new medical technologies into practice. Int J Technol Assess Health Care 4:5–26

    PubMed  CAS  Google Scholar 

  15. Hayward RS, Guyatt GH, Moore KA, McKibbon KA, Carter AO (1997) Canadian physicians’ attitudes about and preferences regarding clinical practice guidelines. Can Med Assoc J 156:1715–1723

    CAS  Google Scholar 

  16. Kanouse DE, Jacoby I (1988) When does information change practitioners’ behavior? Int J Technol Assess Health Care 4:27–33

    PubMed  CAS  Google Scholar 

  17. McKinlay JB (1981) From “promising report” to “standard procedure”: seven stages in the career of a medical innovation. Milbank Memorial Fund Quarterly/Health and Society 59:374–411

    Article  CAS  Google Scholar 

  18. Miké V, Krauss AN, Ross GS (1998) Responsibility for clinical innovation: a case study in neonatal medicine. Eval Health Prof 21:3–26

    Article  PubMed  Google Scholar 

  19. Robert G, Gabbay J, Stevens A (1998) Which are the best information sources for identifying emerging health care technologies? An international Delphi survey. Int J Technol Assess Health Care 14:636–643

    Article  PubMed  CAS  Google Scholar 

  20. Steffensen FH, Sorensen HT, Olesen F (1999) Diffusion of new drugs in Danish general practice. Fam Pract 16:407–413

    Article  PubMed  CAS  Google Scholar 

  21. Tamblyn R, McLeod P, Hanley JA, Girard N, Hurley J (2003) Physician and practice characteristics associated with the early utilization of new prescription drugs. Med Care 41:895–908

    Article  PubMed  Google Scholar 

  22. Dybdahl T, Andersen M, Sondergaard J, Kragstrup J, Kristiansen IS (2004) Does the early adopter of drugs exist? A population-based study of general practitioners’ prescribing of new drugs. Eur J Clin Pharmacol 60: 667–672

    Google Scholar 

  23. Anderson DM, Needle RH, Mosow SR (1986) Diffusion of innovations in health promotion: a microcomputer-enhanced program for children. Fam Commu Health 9:27–36

    Google Scholar 

  24. Kozyrskyj AL, Mustard CA (1998) Validation of an electronic, population-based prescription database. Ann Pharmacother 32:1152–1157

    Article  PubMed  CAS  Google Scholar 

  25. Robinson JR, Young TK, Roos LL, Gelskey DE (1997) Estimating the burden of disease. Comparing administrative data and self-reports. Med Care 35:932–947

    Article  PubMed  CAS  Google Scholar 

  26. Lix LM, Yogendran M, Burchill C et al (2006) Defining and validating chronic diseases: an administrative data approach. Manitoba Centre for Health Policy, Winnipeg

  27. Menec VH, Black C, Roos NP, Bogdanovic B, Reid R (1999) Defining practice populations for primary care: methods and issues. Manitoba Centre for Health Policy, Winnipeg

  28. Buban GM, Link BK, Doucette WR (15-2-2001) Influences on oncologists’ adoption of new agents in adjuvant chemotherapy of breast cancer. J Clin Oncol 19:954–959

    PubMed  CAS  Google Scholar 

  29. Groves KEM, Flanagan PS, MacKinnon NJ (2002) Why physicians start or stop prescribing a drug: literature review and formulary implications. Formulary 37:186–194

    Google Scholar 

  30. Jones MI, Greenfield SM, Bradley CP (18-8-2001) Prescribing new drugs: qualitative study of influences on consultants and general practitioners. BMJ 323:378–381

    Article  PubMed  CAS  Google Scholar 

  31. Peay MY, Peay ER (1994) Innovation in high risk drug therapy. Soc Sci Med 39:39–52

    Article  PubMed  CAS  Google Scholar 

  32. Prosser H, Walley T (2003) New drug uptake: qualitative comparison of high and low prescribing GPs’ attitudes and approach. Fam Pract 20:583–591

    Article  PubMed  Google Scholar 

  33. Wieringa NF, Denig P, de Graeff PA, Vos R (2001) Assessment of new cardiovascular drugs. Relationships between considerations, professional characteristics, and prescribing. Int J Technol Assess Health Care 17:559–570

    PubMed  CAS  Google Scholar 

  34. Tamblyn R, Laprise R, Hanley JA, Abrahamowicz M, Scott S, Mayo N, Hurley J, Grad R, Latimer E, Perreault R, McLeod P, Huang A, Larochelle P, Mallet L (24-1-2001) Adverse events associated with prescription drug cost-sharing among poor and elderly persons. JAMA 285:421–429

    Article  PubMed  CAS  Google Scholar 

  35. Coleman J, Menzel H, Katz E (1966) Medical innovation–a diffusion study. Bobbs-Merrill, Indianapolis

  36. Weiss R, Charney E, Baumgardner RA, German PS, Mellits ED, Skinner EA, Williamson JW (1990) Changing patient management: what influences the practicing pediatrician? Pediatrics 85:791–795

    PubMed  CAS  Google Scholar 

  37. Prosser H, Almond S, Walley T (2003) Influences on GPs’ decision to prescribe new drugs-the importance of who says what. Fam Pract 20:61–68

    Article  PubMed  Google Scholar 

  38. Pugh MJ, Anderson J, Pogach LM, Berlowitz DR (2003) Differential adoption of pharmacotherapy recommendations for type 2 diabetes by generalists and specialists. Med Care Res Rev 60:178–200

    Article  PubMed  Google Scholar 

  39. Majumdar SR, McAlister FA, Soumerai SB (15-10-2003) Synergy between publication and promotion: comparing adoption of new evidence in Canada and the United States. Am J Med 115:467–472

    Article  PubMed  Google Scholar 

  40. Fendrick AM, Hirth RA, Chernew ME (1996) Differences between generalist and specialist physicians regarding Helicobacter pylori and peptic ulcer disease. Am J Gastroenterol 91:1544–1548

    PubMed  CAS  Google Scholar 

  41. CBC News (2002) Targeting doctors. http://www.cbc.ca/disclosure/archives/0103_pharm/docs/totalpromodollars.pdf

  42. Mintzes B, Barer ML, Kravitz RL, Kazanjian A, Bassett K, Lexchin J, Evans RG, Pan R, Marion SA (2002) Influence of direct to consumer pharmaceutical advertising and patients’ requests on prescribing decisions: two site cross sectional survey. Br Med J 324:278–279

    Article  Google Scholar 

  43. Behan K, Cutts C, Tett SE (2005) Uptake of new drugs in rural and urban areas of Queensland, Australia: the example of COX-2 inhibitors. Eur J Clin Pharmacol 61:55–58

    Article  PubMed  CAS  Google Scholar 

  44. Soumerai SB, McLaughlin TJ, Gurwitz JH, Guadagnoli E, Hauptman PJ, Borbas C, Morris N, McLaughlin B, Gao X, Willison DJ, Asinger R, Gobel F (6-5-1998) Effect of local medical opinion leaders on quality of care for acute myocardial infarction: a randomized controlled trial. JAMA 279:1358–1363

    Article  PubMed  CAS  Google Scholar 

  45. Jones MI, Greenfield SM, Jowett S, Bradley CP, Seal R (2001) Proton pump inhibitors: a study of GPs’ prescribing. Fam Pract 18:333–338

    Article  PubMed  CAS  Google Scholar 

  46. McGettigan P, Golden J, Fryer J, Chan R, Feely J (2001) Prescribers prefer people: the sources of information used by doctors for prescribing suggest that the medium is more important than the message. Br J Clin Pharmacol 51:184–189

    Article  PubMed  CAS  Google Scholar 

  47. Ruof J, Mittendorf T, Pirk O, der Schulenburg JM (2002) Diffusion of innovations: treatment of Alzheimer’s disease in Germany. Health Policy 60:59–66

    Article  PubMed  Google Scholar 

  48. Helin-Salmivaara A, Huupponen R, Virtanen A, Klaukka T (2005) Adoption of celecoxib and rofecoxib: a nationwide database study. J Clin Pharm Ther 30:145–152

    Article  PubMed  CAS  Google Scholar 

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Acknowledgement

Data for this research were accessed from the Population Health Research Data Repository at the Manitoba Centre for Health Policy. The research was funded through an unrestricted grant from Pfizer (formerly Pharmacia) Inc. Pfizer Inc did not contribute to the research design, data analysis or manuscript writing, and was unaware of the results until they were presented publicly. The manuscript may not reflect Pfizer’s opinion or beliefs. Further, the results and conclusions are those of the authors and no official endorsement by Manitoba Health was intended or should be inferred.

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Correspondence to Anita Kozyrskyj.

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Kozyrskyj, A., Raymond, C. & Racher, A. Characterizing early prescribers of newly marketed drugs in Canada: a population-based study. Eur J Clin Pharmacol 63, 597–604 (2007). https://doi.org/10.1007/s00228-007-0277-5

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  • DOI: https://doi.org/10.1007/s00228-007-0277-5

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