Skip to main content
Top
Published in: BMC Medical Informatics and Decision Making 1/2013

Open Access 01-12-2013 | Research article

Evaluation of a drug-drug interaction: fax alert intervention program

Authors: Edward P Armstrong, Sharon M Wang, Lisa E Hines, Sara Gao, Bimal V Patel, Daniel C Malone

Published in: BMC Medical Informatics and Decision Making | Issue 1/2013

Login to get access

Abstract

Background

Clinicians often encounter information about drug-drug interactions (DDIs) during clinical practice. This information is found within product information (hardcopy and electronic) and various electronic systems. Prescribers may receive medication-related communications in practice that are distributed by facsimile (fax), mail, or telephone from pharmacies and pharmacy benefit managers (PBMs). The purpose of this study was to determine if near-real time fax alerts for potential drug-drug interactions (PDDIs) would influence prescribing.

Methods

A prospective study, in cooperation with a pharmacy benefit manager (PBM), was conducted targeting 18 clinically important PDDIs. Fax alerts included an individualized letter to the prescriber with a list of the interacting drugs, PDDI evidence summaries with citations, and recommended clinical management strategies. Among the 18 PDDIs, 13 PDDIs could be assessed for prescription therapy changes using pharmacy claims data. A prospective cohort design was used to evaluate changes in prescription dispensing 90-days following a PDDI fax alert.

Results

A total of 8,075 fax alerts were sent to prescribers and there were 4,712 alerts for the 13 PDDIs that could be assessed for change using pharmacy claims data. There were 2,019 patients (interventions) for which fax alerts were sent to their prescribers who were matched with a control group consisting of patients with the same PDDIs but for whom no fax alert was sent. Overall, this study found 154 (7.6%) of patients in the fax alert group compared to 132 (6.5%) in the control group had changes in therapy (p = 0.177).

Conclusions

This fax alert intervention program observed no statistically significant differences in prescribing with a fax alert compared to the control group. If PBMs chose to send individualized, evidence-based information to clinicians regarding drug-drug interactions, this study suggests it may not be an effective intervention to mitigate harm.
Literature
1.
go back to reference Soumerai SB, Lipton HL: Computer-based drug-utilization review–risk, benefit, or boondoggle?. N Engl J Med. 1995, 332 (24): 1641-1645. 10.1056/NEJM199506153322411.CrossRefPubMed Soumerai SB, Lipton HL: Computer-based drug-utilization review–risk, benefit, or boondoggle?. N Engl J Med. 1995, 332 (24): 1641-1645. 10.1056/NEJM199506153322411.CrossRefPubMed
2.
go back to reference Lyles A, Sleath B, Fulda TR, Collins TM: Ambulatory drug utilization review: opportunities for improved prescription drug use. Am J Manag Care. 2001, 7 (1): 75-81. quiz 82-73PubMed Lyles A, Sleath B, Fulda TR, Collins TM: Ambulatory drug utilization review: opportunities for improved prescription drug use. Am J Manag Care. 2001, 7 (1): 75-81. quiz 82-73PubMed
3.
go back to reference Curtiss FR, Fairman KA: Quality improvement opportunities in prescriber alert programs. J Manag Care Pharm. 2010, 16 (4): 292-296.PubMed Curtiss FR, Fairman KA: Quality improvement opportunities in prescriber alert programs. J Manag Care Pharm. 2010, 16 (4): 292-296.PubMed
4.
go back to reference Armstrong EP, Malone DC, Hines LE, Wang SM, Patel BV: Evaluation of prescriber perceptions of a near-real time fax alert progdram for potential drug-drug interactions. Value in Health. 2012, 15: A28-abstractCrossRef Armstrong EP, Malone DC, Hines LE, Wang SM, Patel BV: Evaluation of prescriber perceptions of a near-real time fax alert progdram for potential drug-drug interactions. Value in Health. 2012, 15: A28-abstractCrossRef
5.
go back to reference Malone DC, Abarca J, Hansten PD, Grizzle AJ, Armstrong EP, Van Bergen RC, Duncan-Edgar BS, Solomon SL, Lipton RB: Identification of serious drug-drug interactions: results of the partnership to prevent drug-drug interactions. J Am Pharm Assoc. 2004, 44 (2): 142-151. 10.1331/154434504773062591.CrossRef Malone DC, Abarca J, Hansten PD, Grizzle AJ, Armstrong EP, Van Bergen RC, Duncan-Edgar BS, Solomon SL, Lipton RB: Identification of serious drug-drug interactions: results of the partnership to prevent drug-drug interactions. J Am Pharm Assoc. 2004, 44 (2): 142-151. 10.1331/154434504773062591.CrossRef
6.
go back to reference Malone DC, Hutchins DS, Haupert H, Hansten P, Duncan B, Van Bergen RC, Solomon SL, Lipton RB: Assessment of potential drug-drug interactions with a prescription claims database. Am J Health Syst Pharm. 2005, 62 (19): 1983-1991. 10.2146/ajhp040567.CrossRefPubMed Malone DC, Hutchins DS, Haupert H, Hansten P, Duncan B, Van Bergen RC, Solomon SL, Lipton RB: Assessment of potential drug-drug interactions with a prescription claims database. Am J Health Syst Pharm. 2005, 62 (19): 1983-1991. 10.2146/ajhp040567.CrossRefPubMed
7.
go back to reference Mallet L, Spinewine A, Huang A: The challenge of managing drug interactions in elderly people. Lancet. 2007, 370 (9582): 185-191. 10.1016/S0140-6736(07)61092-7.CrossRefPubMed Mallet L, Spinewine A, Huang A: The challenge of managing drug interactions in elderly people. Lancet. 2007, 370 (9582): 185-191. 10.1016/S0140-6736(07)61092-7.CrossRefPubMed
8.
go back to reference Merlo J, Liedholm H, Lindblad U, Bjorck-Linne A, Falt J, Lindberg G, Melander A: Prescriptions with potential drug interactions dispensed at Swedish pharmacies in January 1999 cross sectional study. BMJ. 2001, 323 (7310): 427-428. 10.1136/bmj.323.7310.427.CrossRefPubMedPubMedCentral Merlo J, Liedholm H, Lindblad U, Bjorck-Linne A, Falt J, Lindberg G, Melander A: Prescriptions with potential drug interactions dispensed at Swedish pharmacies in January 1999 cross sectional study. BMJ. 2001, 323 (7310): 427-428. 10.1136/bmj.323.7310.427.CrossRefPubMedPubMedCentral
9.
go back to reference Baxter k: Stockley’s Drug Interactions 8 [CD-ROM]. 2008, London, UK: Pharmaceutical Press, 8 Baxter k: Stockley’s Drug Interactions 8 [CD-ROM]. 2008, London, UK: Pharmaceutical Press, 8
10.
go back to reference Hansten PD, Horn JR: Drug Interactions Analysis and Management. 2008, St. Louis, MO: Wolters Kluwer Health Hansten PD, Horn JR: Drug Interactions Analysis and Management. 2008, St. Louis, MO: Wolters Kluwer Health
11.
go back to reference Hansten PD, Horn JR: The Top 100 Drug Interactions. A Guide to Patient Management, 2012 Edition. 2009, Freeland, WA: H&H Publications, LLP Hansten PD, Horn JR: The Top 100 Drug Interactions. A Guide to Patient Management, 2012 Edition. 2009, Freeland, WA: H&H Publications, LLP
12.
go back to reference Grizzle AJ, Mahmood MH, Ko Y, Murphy JE, Armstrong EP, Skrepnek GH, Jones WN, Schepers GP, Nichol WP, Houranieh A: Reasons provided by prescribers when overriding drug-drug interaction alerts. Am J Manag Care. 2007, 13 (10): 573-578.PubMed Grizzle AJ, Mahmood MH, Ko Y, Murphy JE, Armstrong EP, Skrepnek GH, Jones WN, Schepers GP, Nichol WP, Houranieh A: Reasons provided by prescribers when overriding drug-drug interaction alerts. Am J Manag Care. 2007, 13 (10): 573-578.PubMed
13.
go back to reference Fishman PA, Goodman MJ, Hornbrook MC, Meenan RT, Bachman DJ, O’Keeffe Rosetti MC: Risk adjustment using automated ambulatory pharmacy data: the RxRisk model. Med Care. 2003, 41 (1): 84-99. 10.1097/00005650-200301000-00011.CrossRefPubMed Fishman PA, Goodman MJ, Hornbrook MC, Meenan RT, Bachman DJ, O’Keeffe Rosetti MC: Risk adjustment using automated ambulatory pharmacy data: the RxRisk model. Med Care. 2003, 41 (1): 84-99. 10.1097/00005650-200301000-00011.CrossRefPubMed
14.
go back to reference Hines LE, Malone DC, Murphy JE: Recommendations for generating, evaluating, and implementing drug-drug interaction evidence. Pharmacotherapy. 2012, 32 (4): 304-13. 10.1002/j.1875-9114.2012.01024.x.CrossRefPubMed Hines LE, Malone DC, Murphy JE: Recommendations for generating, evaluating, and implementing drug-drug interaction evidence. Pharmacotherapy. 2012, 32 (4): 304-13. 10.1002/j.1875-9114.2012.01024.x.CrossRefPubMed
15.
go back to reference Fulda TR, Valuck RJ, Vander Zanden J, Parker S, Byrns PJ: Disagreement among drug compendia on inclusion and ratings of drug-drug interaction. Curr Ther Res. 2000, 61 (8): 540-548. 10.1016/S0011-393X(00)80036-3.CrossRef Fulda TR, Valuck RJ, Vander Zanden J, Parker S, Byrns PJ: Disagreement among drug compendia on inclusion and ratings of drug-drug interaction. Curr Ther Res. 2000, 61 (8): 540-548. 10.1016/S0011-393X(00)80036-3.CrossRef
16.
go back to reference Abarca J, Malone DC, Armstrong EP, Grizzle AJ, Hansten PD, Van Bergen RC, Lipton RB: Concordance of severity ratings provided in four drug interaction compendia. J Am Pharm Assoc. 2004, 44 (2): 136-141. 10.1331/154434504773062582.CrossRef Abarca J, Malone DC, Armstrong EP, Grizzle AJ, Hansten PD, Van Bergen RC, Lipton RB: Concordance of severity ratings provided in four drug interaction compendia. J Am Pharm Assoc. 2004, 44 (2): 136-141. 10.1331/154434504773062582.CrossRef
17.
go back to reference Olvey EL, Clauschee S, Malone DC: Comparison of critical drug-drug interaction listings: the Department of Veterans Affairs medical system and standard reference compendia. Clin Pharmacol Ther. 2010, 87 (1): 48-51. 10.1038/clpt.2009.198.CrossRefPubMed Olvey EL, Clauschee S, Malone DC: Comparison of critical drug-drug interaction listings: the Department of Veterans Affairs medical system and standard reference compendia. Clin Pharmacol Ther. 2010, 87 (1): 48-51. 10.1038/clpt.2009.198.CrossRefPubMed
18.
go back to reference Collins TM, Mott DA, Bigelow WE, Zimmerman DR: A controlled letter intervention to change prescribing behavior: results of a dual-targeted approach. Health Serv Res. 1997, 32 (4): 471-489.PubMedPubMedCentral Collins TM, Mott DA, Bigelow WE, Zimmerman DR: A controlled letter intervention to change prescribing behavior: results of a dual-targeted approach. Health Serv Res. 1997, 32 (4): 471-489.PubMedPubMedCentral
19.
go back to reference Feifer RA, James JM: Geographic variation in drug safety: potentially unsafe prescribing of medications and prescriber responsiveness to safety alerts. J Manag Care Pharm. 2010, 16 (3): 196-205.PubMed Feifer RA, James JM: Geographic variation in drug safety: potentially unsafe prescribing of medications and prescriber responsiveness to safety alerts. J Manag Care Pharm. 2010, 16 (3): 196-205.PubMed
20.
go back to reference Peng CC, Glassman PA, Marks IR, Fowler C, Castiglione B, Good CB: Retrospective drug utilization review: incidence of clinically relevant potential drug-drug interactions in a large ambulatory population. J Manag Care Pharm. 2003, 9 (6): 513-522.PubMed Peng CC, Glassman PA, Marks IR, Fowler C, Castiglione B, Good CB: Retrospective drug utilization review: incidence of clinically relevant potential drug-drug interactions in a large ambulatory population. J Manag Care Pharm. 2003, 9 (6): 513-522.PubMed
21.
go back to reference Rascati KL, Okano GJ, Burch C: Evaluation of physician intervention letters. Med Care. 1996, 34 (8): 760-766. 10.1097/00005650-199608000-00004.CrossRefPubMed Rascati KL, Okano GJ, Burch C: Evaluation of physician intervention letters. Med Care. 1996, 34 (8): 760-766. 10.1097/00005650-199608000-00004.CrossRefPubMed
22.
go back to reference Sleath B, Collins T, Kelly HW, McCament-Mann L, Lien T: Effect of including both physicians and pharmacists in an asthma drug-use review intervention. Am J Health Syst Pharm. 1997, 54 (19): 2197-2200.PubMed Sleath B, Collins T, Kelly HW, McCament-Mann L, Lien T: Effect of including both physicians and pharmacists in an asthma drug-use review intervention. Am J Health Syst Pharm. 1997, 54 (19): 2197-2200.PubMed
23.
go back to reference Smith DH, Christensen DB, Stergachis A, Holmes G: A randomized controlled trial of a drug use review intervention for sedative hypnotic medications. Med Care. 1998, 36 (7): 1013-1021. 10.1097/00005650-199807000-00008.CrossRefPubMed Smith DH, Christensen DB, Stergachis A, Holmes G: A randomized controlled trial of a drug use review intervention for sedative hypnotic medications. Med Care. 1998, 36 (7): 1013-1021. 10.1097/00005650-199807000-00008.CrossRefPubMed
24.
go back to reference Starner CI, Norman SA, Reynolds RG, Gleason PP: Effect of a retrospective drug utilization review on potentially inappropriate prescribing in the elderly. Am J Geriatr Pharmacother. 2009, 7 (1): 11-19. 10.1016/j.amjopharm.2009.02.004.CrossRefPubMed Starner CI, Norman SA, Reynolds RG, Gleason PP: Effect of a retrospective drug utilization review on potentially inappropriate prescribing in the elderly. Am J Geriatr Pharmacother. 2009, 7 (1): 11-19. 10.1016/j.amjopharm.2009.02.004.CrossRefPubMed
25.
go back to reference Bambauer KZ, Adams AS, Zhang F, Minkoff N, Grande A, Weisblatt R, Soumerai SB, Ross-Degnan D: Physician alerts to increase antidepressant adherence: fax or fiction?. Arch Intern Med. 2006, 166 (5): 498-504. 10.1001/archinte.166.5.498.CrossRefPubMed Bambauer KZ, Adams AS, Zhang F, Minkoff N, Grande A, Weisblatt R, Soumerai SB, Ross-Degnan D: Physician alerts to increase antidepressant adherence: fax or fiction?. Arch Intern Med. 2006, 166 (5): 498-504. 10.1001/archinte.166.5.498.CrossRefPubMed
26.
go back to reference Rosewell A, Patel M, Viney K, Marich A, Lawrence GL: Impact of faxed health alerts on the preparedness of general practitioners during communicable disease outbreaks. Commun Dis Intell. 2010, 34 (1): 23-28. Rosewell A, Patel M, Viney K, Marich A, Lawrence GL: Impact of faxed health alerts on the preparedness of general practitioners during communicable disease outbreaks. Commun Dis Intell. 2010, 34 (1): 23-28.
27.
go back to reference Chen Y, Brennan N, Magrabi F: Is email an effective method for hospital discharge communication? A randomized controlled trial to examine delivery of computer-generated discharge summaries by email, fax, post and patient hand delivery. Int J Med Inform. 2010, 79 (3): 167-172. 10.1016/j.ijmedinf.2009.12.006.CrossRefPubMed Chen Y, Brennan N, Magrabi F: Is email an effective method for hospital discharge communication? A randomized controlled trial to examine delivery of computer-generated discharge summaries by email, fax, post and patient hand delivery. Int J Med Inform. 2010, 79 (3): 167-172. 10.1016/j.ijmedinf.2009.12.006.CrossRefPubMed
28.
go back to reference Weingart SN, Massagli M, Cyrulik A, Isaac T, Morway L, Sands DZ, Weissman JS: Assessing the value of electronic prescribing in ambulatory care: a focus group study. Int J Med Inform. 2009, 78 (9): 571-578. 10.1016/j.ijmedinf.2009.03.007.CrossRefPubMed Weingart SN, Massagli M, Cyrulik A, Isaac T, Morway L, Sands DZ, Weissman JS: Assessing the value of electronic prescribing in ambulatory care: a focus group study. Int J Med Inform. 2009, 78 (9): 571-578. 10.1016/j.ijmedinf.2009.03.007.CrossRefPubMed
29.
go back to reference Isaac T, Weissman JS, Davis RB, Massagli M, Cyrulik A, Sands DZ, Weingart SN: Overrides of medication alerts in ambulatory care. Arch Intern Med. 2009, 169 (3): 305-311. 10.1001/archinternmed.2008.551.CrossRefPubMed Isaac T, Weissman JS, Davis RB, Massagli M, Cyrulik A, Sands DZ, Weingart SN: Overrides of medication alerts in ambulatory care. Arch Intern Med. 2009, 169 (3): 305-311. 10.1001/archinternmed.2008.551.CrossRefPubMed
30.
go back to reference Ko Y, Abarca J, Malone DC, Dare DC, Geraets D, Houranieh A, Jones WN, Nichol WP, Schepers GP, Wilhardt M: Practitioners’ views on computerized drug-drug interaction alerts in the VA system. J Am Med Inform Assoc. 2007, 14 (1): 56-64.CrossRefPubMedPubMedCentral Ko Y, Abarca J, Malone DC, Dare DC, Geraets D, Houranieh A, Jones WN, Nichol WP, Schepers GP, Wilhardt M: Practitioners’ views on computerized drug-drug interaction alerts in the VA system. J Am Med Inform Assoc. 2007, 14 (1): 56-64.CrossRefPubMedPubMedCentral
31.
go back to reference Weingart SN, Simchowitz B, Shiman L, Brouillard D, Cyrulik A, Davis RB, Isaac T, Massagli M, Morway L, Sands DZ: Clinicians’ assessments of electronic medication safety alerts in ambulatory care. Arch Intern Med. 2009, 169 (17): 1627-1632.CrossRefPubMed Weingart SN, Simchowitz B, Shiman L, Brouillard D, Cyrulik A, Davis RB, Isaac T, Massagli M, Morway L, Sands DZ: Clinicians’ assessments of electronic medication safety alerts in ambulatory care. Arch Intern Med. 2009, 169 (17): 1627-1632.CrossRefPubMed
32.
go back to reference Miller AM, Boro MS, Korman NE, Davoren JB: Provider and pharmacist responses to warfarin drug-drug interaction alerts: a study of healthcare downstream of CPOE alerts. J Am Med Inform Assoc. 2011, 18 (Suppl 1): i45-i50. 10.1136/amiajnl-2011-000262.CrossRefPubMedPubMedCentral Miller AM, Boro MS, Korman NE, Davoren JB: Provider and pharmacist responses to warfarin drug-drug interaction alerts: a study of healthcare downstream of CPOE alerts. J Am Med Inform Assoc. 2011, 18 (Suppl 1): i45-i50. 10.1136/amiajnl-2011-000262.CrossRefPubMedPubMedCentral
33.
go back to reference Weingart SN, Seger AC, Feola N, Heffernan J, Schiff G, Isaac T: Electronic drug interaction alerts in ambulatory care: the value and acceptance of high-value alerts in US medical practices as assessed by an expert clinical panel. Drug Saf. 2011, 4 (7): 587-593.CrossRef Weingart SN, Seger AC, Feola N, Heffernan J, Schiff G, Isaac T: Electronic drug interaction alerts in ambulatory care: the value and acceptance of high-value alerts in US medical practices as assessed by an expert clinical panel. Drug Saf. 2011, 4 (7): 587-593.CrossRef
34.
go back to reference Horn JR, Hansten PD: Careful scrutiny of the evidence for drug-drug interactions in clinical decision support systems is necessary. J Manag Care Pharm. 2011, 17 (9): 713-PubMed Horn JR, Hansten PD: Careful scrutiny of the evidence for drug-drug interactions in clinical decision support systems is necessary. J Manag Care Pharm. 2011, 17 (9): 713-PubMed
35.
go back to reference Shah VS, Weber RJ, Nahata MC: Contradictions in contraindications for drug-drug interactions. Ann Pharmacother. 2011, 45 (3): 409-411. 10.1345/aph.1P792.CrossRefPubMed Shah VS, Weber RJ, Nahata MC: Contradictions in contraindications for drug-drug interactions. Ann Pharmacother. 2011, 45 (3): 409-411. 10.1345/aph.1P792.CrossRefPubMed
Metadata
Title
Evaluation of a drug-drug interaction: fax alert intervention program
Authors
Edward P Armstrong
Sharon M Wang
Lisa E Hines
Sara Gao
Bimal V Patel
Daniel C Malone
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Medical Informatics and Decision Making / Issue 1/2013
Electronic ISSN: 1472-6947
DOI
https://doi.org/10.1186/1472-6947-13-32

Other articles of this Issue 1/2013

BMC Medical Informatics and Decision Making 1/2013 Go to the issue