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Published in: BMC Health Services Research 1/2014

Open Access 01-12-2014 | Research article

Characteristics affecting oral anticoagulant therapy choice among patients with non-valvular atrial fibrillation: a retrospective claims analysis

Authors: Azza AbuDagga, Judith J Stephenson, An-Chen Fu, Winghan Jacqueline Kwong, Hiangkiat Tan, William S Weintraub

Published in: BMC Health Services Research | Issue 1/2014

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Abstract

Background

Dabigatran is one of the three newer oral anticoagulants (OACs) recently approved in the United States for stroke prevention in non-valvular atrial fibrillation (NVAF) patients. The objective of this study was to identify patient, healthcare provider, and health plan factors associated with dabigatran versus warfarin use among NVAF patients.

Methods

Administrative claims data from patients with ≥2 NVAF medical claims in the HealthCore Integrated Research Database between 10/1/2009 and 10/31/2011 were analyzed. During the study intake period (10/1/2010 - 10/31/2011), dabigatran patients had ≥2 dabigatran prescriptions, warfarin patients had ≥2 warfarin and no dabigatran prescriptions, and the first oral anticoagulant (OAC) prescription date was the index date. Continuous enrollment for 12 months preceding (“pre-index”) and ≥ 6 months following the index date was required. Patients without pre-index warfarin use were assigned to the ‘OAC-naïve’ subgroup. Separate analyses were performed for ‘all-patient’ and ‘OAC-naïve’ cohorts. Multivariable logistic regression (LR) identified factors associated with dabigatran versus warfarin use.

Results

Of 20,320 patients (3,019 dabigatran and 17,301 warfarin) who met study criteria, 27% of dabigatran and 13% of warfarin patients were OAC-naïve. Among all-patients, dabigatran patients were younger (mean 67 versus 73 years, p < 0.001), predominantly male (71% versus 61%, p < 0.001), and more frequently had a cardiologist prescriber (51% versus 30%, p < 0.001) than warfarin patients. Warfarin patients had higher pre-index Elixhauser Comorbidity Index (mean: 4.3 versus 4.0, p < 0.001) and higher ATRIA bleeding risk score (mean: 3.0 versus 2.3, p < 0.001). LR results were generally consistent between all- and OAC-naïve patients. Among OAC-naïve patients, strongest factors associated with dabigatran use were prescriber specialty (OR = 3.59, 95% CI 2.68-4.81 for cardiologist; OR = 2.22, 95% CI 1.65-2.97 for other specialist), health plan type (OR = 1.47 95% CI 1.10-1.96 for preferred provider organization), and prior ischemic stroke (OR = 1.42, 95% CI 1.06-1.90). Older age decreased the probability of dabigatran use.

Conclusions

Beside patient characteristics, cardiology specialty of the prescribing physician and health plan type were the strongest factors associated with dabigatran use.
Literature
4.
go back to reference Connolly SJ, Ezekowitz MD, Yusuf S, Eikelboom J, Oldgren J, Parekh A, Pogue J, Reilly PA, Themeles E, Varrone J, Wang S, Alings M, Xavier D, Zhu J, Diaz R, Lewis BS, Darius H, Deiner H, Joyner CD, Wallentin L, and the RE-LY Steering Committee and Investigators: Dabigatran versus warfarin in patients with atrial fibrillation. N Engl J Med. 2009, 361: 1139-1151. 10.1056/NEJMoa0905561.CrossRefPubMed Connolly SJ, Ezekowitz MD, Yusuf S, Eikelboom J, Oldgren J, Parekh A, Pogue J, Reilly PA, Themeles E, Varrone J, Wang S, Alings M, Xavier D, Zhu J, Diaz R, Lewis BS, Darius H, Deiner H, Joyner CD, Wallentin L, and the RE-LY Steering Committee and Investigators: Dabigatran versus warfarin in patients with atrial fibrillation. N Engl J Med. 2009, 361: 1139-1151. 10.1056/NEJMoa0905561.CrossRefPubMed
5.
go back to reference Patel MR, Mahaffey KW, Garg J, Pan G, Singer DE, Hacke W, Breithardt G, Halperin JL, Hankey GJ, Piccini JP, Becker RC, Nessel CC, Paolini JF, Berkowitz SD, Fox KA, Califf RM, and the ROCKET AF Steering Committee for the ROCKET AF Investigators: Rivaroxaban versus warfarin in nonvalvular atrial fibrillation. N Engl J Med. 2011, 365: 883-891. 10.1056/NEJMoa1009638.CrossRefPubMed Patel MR, Mahaffey KW, Garg J, Pan G, Singer DE, Hacke W, Breithardt G, Halperin JL, Hankey GJ, Piccini JP, Becker RC, Nessel CC, Paolini JF, Berkowitz SD, Fox KA, Califf RM, and the ROCKET AF Steering Committee for the ROCKET AF Investigators: Rivaroxaban versus warfarin in nonvalvular atrial fibrillation. N Engl J Med. 2011, 365: 883-891. 10.1056/NEJMoa1009638.CrossRefPubMed
6.
go back to reference Granger CB, Alexander JH, McMurray JJV, Lopes RD, Hylek EM, Hanna M, Al-Khalidi HR, Ansell J, Atar D, Avezum A, Bahit MC, Diaz R, Easton JD, Ezekowitz JA, Flaker G, Garcia D, Geraldes M, Gersh BJ, Golitsyn S, Goto S, Hermosillo AG, Hohnloser SH, Horowitz J, Mohan P, Jansky P, Lewis BS, Lopez-Sendon JL, Pais P, Parkhomenko A, Verheugt FWA, Zhu J, Wallentin L for the ARISTOTLE Committees and Investigators: Apixaban versus warfarin in patients with atrial fibrillation. N Engl J Med. 2011, 365: 981-992. 10.1056/NEJMoa1107039.CrossRefPubMed Granger CB, Alexander JH, McMurray JJV, Lopes RD, Hylek EM, Hanna M, Al-Khalidi HR, Ansell J, Atar D, Avezum A, Bahit MC, Diaz R, Easton JD, Ezekowitz JA, Flaker G, Garcia D, Geraldes M, Gersh BJ, Golitsyn S, Goto S, Hermosillo AG, Hohnloser SH, Horowitz J, Mohan P, Jansky P, Lewis BS, Lopez-Sendon JL, Pais P, Parkhomenko A, Verheugt FWA, Zhu J, Wallentin L for the ARISTOTLE Committees and Investigators: Apixaban versus warfarin in patients with atrial fibrillation. N Engl J Med. 2011, 365: 981-992. 10.1056/NEJMoa1107039.CrossRefPubMed
7.
go back to reference Guyatt GH, Akl EA, Crowther M, Gutterman DD, Schuunemann HJ: Executive summary: antithrombotic therapy and prevention of thrombosis, 9th ed: American college of chest physicians evidence-based clinical practice guidelines. Chest. 2012, 141 (Suppl 2): 7S-47S.CrossRefPubMedPubMedCentral Guyatt GH, Akl EA, Crowther M, Gutterman DD, Schuunemann HJ: Executive summary: antithrombotic therapy and prevention of thrombosis, 9th ed: American college of chest physicians evidence-based clinical practice guidelines. Chest. 2012, 141 (Suppl 2): 7S-47S.CrossRefPubMedPubMedCentral
8.
go back to reference Ogilvie IM, Newton N, Welner SA, Cowell W, Lip GY: Underuse of oral anticoagulants in atrial fibrillation: a systematic review. Am J Med. 2010, 123: 638-645. 10.1016/j.amjmed.2009.11.025. e4CrossRefPubMed Ogilvie IM, Newton N, Welner SA, Cowell W, Lip GY: Underuse of oral anticoagulants in atrial fibrillation: a systematic review. Am J Med. 2010, 123: 638-645. 10.1016/j.amjmed.2009.11.025. e4CrossRefPubMed
9.
go back to reference Reynolds MR, Shah J, Essebag V, Olshansky B, Friedman PA, Hadjis T, Lemery R, Bahnson TD, Cannom DS, Josephson ME, Zimetbaum P: Patterns and predictors of warfarin use in patients with new-onset atrial fibrillation from the FRACTAL Registry. Am J Cardiol. 2006, 97: 538-543. 10.1016/j.amjcard.2005.09.086.CrossRefPubMed Reynolds MR, Shah J, Essebag V, Olshansky B, Friedman PA, Hadjis T, Lemery R, Bahnson TD, Cannom DS, Josephson ME, Zimetbaum P: Patterns and predictors of warfarin use in patients with new-onset atrial fibrillation from the FRACTAL Registry. Am J Cardiol. 2006, 97: 538-543. 10.1016/j.amjcard.2005.09.086.CrossRefPubMed
10.
go back to reference Chan T, Pinto NM, Bratton SL: Racial and insurance disparities in hospital mortality for children undergoing congenital heart surgery. Pediatr Cardiol. 2012, 33: 1026-1039. 10.1007/s00246-012-0221-z.CrossRefPubMed Chan T, Pinto NM, Bratton SL: Racial and insurance disparities in hospital mortality for children undergoing congenital heart surgery. Pediatr Cardiol. 2012, 33: 1026-1039. 10.1007/s00246-012-0221-z.CrossRefPubMed
11.
go back to reference Vaidya V, Partha G, Howe J: Utilization of preventive care services and their effect on cardiovascular outcomes in the United States. Risk Manag Healthc Policy. 2011, 4: 1-7.CrossRefPubMedPubMedCentral Vaidya V, Partha G, Howe J: Utilization of preventive care services and their effect on cardiovascular outcomes in the United States. Risk Manag Healthc Policy. 2011, 4: 1-7.CrossRefPubMedPubMedCentral
12.
go back to reference Carlisle DM, Leake BD, Shapiro MF: Racial and ethnic disparities in the use of cardiovascular procedures: associations with type of health insurance. Am J Public Health. 1997, 87: 263-267. 10.2105/AJPH.87.2.263.CrossRefPubMedPubMedCentral Carlisle DM, Leake BD, Shapiro MF: Racial and ethnic disparities in the use of cardiovascular procedures: associations with type of health insurance. Am J Public Health. 1997, 87: 263-267. 10.2105/AJPH.87.2.263.CrossRefPubMedPubMedCentral
13.
go back to reference Jong P, Gong Y, Liu PP, Austin PC, Lee DS, Tu JV: Care and outcomes of patients newly hospitalized for heart failure in the community treated by cardiologists compared with other specialists. Circulation. 2003, 108: 184-191. 10.1161/01.CIR.0000080290.39027.48.CrossRefPubMed Jong P, Gong Y, Liu PP, Austin PC, Lee DS, Tu JV: Care and outcomes of patients newly hospitalized for heart failure in the community treated by cardiologists compared with other specialists. Circulation. 2003, 108: 184-191. 10.1161/01.CIR.0000080290.39027.48.CrossRefPubMed
14.
go back to reference Bellotti P, Badano LP, Acquarone N, Griffo R, Lo Pinto G, Maggioni AP, Mattiauda C, Menardo G, Mombelloni P: Specialty-related differences in the epidemiology, clinical profile, management and outcome of patients hospitalized for heart failure; the OSCUR study. Eur Heart J. 2001, 22: 596-604. 10.1053/euhj.2000.2362.CrossRefPubMed Bellotti P, Badano LP, Acquarone N, Griffo R, Lo Pinto G, Maggioni AP, Mattiauda C, Menardo G, Mombelloni P: Specialty-related differences in the epidemiology, clinical profile, management and outcome of patients hospitalized for heart failure; the OSCUR study. Eur Heart J. 2001, 22: 596-604. 10.1053/euhj.2000.2362.CrossRefPubMed
15.
go back to reference Philbin EF, Weil HF, Erb TA, Jenkins PL: Cardiology or primary care for heart failure in the community setting: process of care and clinical outcomes. Chest. 1999, 116: 346-354. 10.1378/chest.116.2.346.CrossRefPubMed Philbin EF, Weil HF, Erb TA, Jenkins PL: Cardiology or primary care for heart failure in the community setting: process of care and clinical outcomes. Chest. 1999, 116: 346-354. 10.1378/chest.116.2.346.CrossRefPubMed
16.
go back to reference Huang C, Siu M, Vu L, Wong S, Shin J: Factors influencing doctors' selection of dabigatran in non-valvular atrial fibrillation. J Eval Clin Pract. 2012, Epub ahead of print Huang C, Siu M, Vu L, Wong S, Shin J: Factors influencing doctors' selection of dabigatran in non-valvular atrial fibrillation. J Eval Clin Pract. 2012, Epub ahead of print
17.
go back to reference Elixhauser A, Steiner C, Harris DR, Coffey RM: Comorbidity measures for use with administrative data. Med Care. 1998, 36: 8-27. 10.1097/00005650-199801000-00004.CrossRefPubMed Elixhauser A, Steiner C, Harris DR, Coffey RM: Comorbidity measures for use with administrative data. Med Care. 1998, 36: 8-27. 10.1097/00005650-199801000-00004.CrossRefPubMed
18.
go back to reference Baser O, Palmer L, Stephenson JJ: The estimation power of alternative comorbidity indices. Value Health. 2008, 11: 946-955. 10.1111/j.1524-4733.2008.00343.x.CrossRefPubMed Baser O, Palmer L, Stephenson JJ: The estimation power of alternative comorbidity indices. Value Health. 2008, 11: 946-955. 10.1111/j.1524-4733.2008.00343.x.CrossRefPubMed
19.
go back to reference Gage BF, Waterman AD, Shannon W, Boechler M, Rich MW, Radford MJ: Validation of clinical classification schemes for predicting stroke: results from the National Registry of Atrial Fibrillation. JAMA. 2001, 285 (22): 2864-2870. 10.1001/jama.285.22.2864. Epub 2001/06/13. DOICrossRefPubMed Gage BF, Waterman AD, Shannon W, Boechler M, Rich MW, Radford MJ: Validation of clinical classification schemes for predicting stroke: results from the National Registry of Atrial Fibrillation. JAMA. 2001, 285 (22): 2864-2870. 10.1001/jama.285.22.2864. Epub 2001/06/13. DOICrossRefPubMed
20.
go back to reference Fang MC, Go AS, Chang Y, Borowsky LH, Pomernacki NK, Udaltsova N, Singer DE: A new risk scheme to predict warfarin-associated hemorrhage: The ATRIA (Anticoagulation and Risk Factors in Atrial Fibrillation) Study. J Am Coll Cardiol. 2011, 58: 395-401. 10.1016/j.jacc.2011.03.031.CrossRefPubMedPubMedCentral Fang MC, Go AS, Chang Y, Borowsky LH, Pomernacki NK, Udaltsova N, Singer DE: A new risk scheme to predict warfarin-associated hemorrhage: The ATRIA (Anticoagulation and Risk Factors in Atrial Fibrillation) Study. J Am Coll Cardiol. 2011, 58: 395-401. 10.1016/j.jacc.2011.03.031.CrossRefPubMedPubMedCentral
21.
go back to reference Cohen N, Almoznino-Sarafian D, Alon I, Gorelik O, Koopfer M, Chachashvily S, Shteinshnaider M, Litvinjuk V, Modai D: Warfarin for stroke prevention still underused in atrial fibrillation: patterns of omission. Stroke. 2000, 31: 1217-1222. 10.1161/01.STR.31.6.1217.CrossRefPubMed Cohen N, Almoznino-Sarafian D, Alon I, Gorelik O, Koopfer M, Chachashvily S, Shteinshnaider M, Litvinjuk V, Modai D: Warfarin for stroke prevention still underused in atrial fibrillation: patterns of omission. Stroke. 2000, 31: 1217-1222. 10.1161/01.STR.31.6.1217.CrossRefPubMed
22.
go back to reference Beyth RJ, Antani MR, Covinsky KE, Miller DG, Chren NM, Quinn LM, Landefeld CS: Why isn't warfarin prescribed to patients with nonrheumatic atrial fibrillation?. J Gen Intern Med. 1996, 11: 721-728. 10.1007/BF02598985.CrossRefPubMed Beyth RJ, Antani MR, Covinsky KE, Miller DG, Chren NM, Quinn LM, Landefeld CS: Why isn't warfarin prescribed to patients with nonrheumatic atrial fibrillation?. J Gen Intern Med. 1996, 11: 721-728. 10.1007/BF02598985.CrossRefPubMed
23.
go back to reference Gage BF, Boechler M, Doggette AL, Fortune G, Flaker GC, Radford MJ: Adverse outcomes and predictors of underuse of antithrombotic therapy in medicare beneficiaries with chronic atrial fibrillation. Stroke. 2000, 31: 822-827. 10.1161/01.STR.31.4.822.CrossRefPubMed Gage BF, Boechler M, Doggette AL, Fortune G, Flaker GC, Radford MJ: Adverse outcomes and predictors of underuse of antithrombotic therapy in medicare beneficiaries with chronic atrial fibrillation. Stroke. 2000, 31: 822-827. 10.1161/01.STR.31.4.822.CrossRefPubMed
24.
go back to reference Harper P, Young L, Merriman E: Bleeding risk with dabigatran in the frail elderly. N Engl J Med. 2012, 366: 864-866. 10.1056/NEJMc1112874.CrossRefPubMed Harper P, Young L, Merriman E: Bleeding risk with dabigatran in the frail elderly. N Engl J Med. 2012, 366: 864-866. 10.1056/NEJMc1112874.CrossRefPubMed
25.
go back to reference Legrand M, Mateo J, Aribaud A, Ginisty S, Eftekhari P, Huy PT, Drouet L, Payen D: The use of dabigatran in elderly patients. Arch Intern Med. 2011, 171: 1285-1286. 10.1001/archinternmed.2011.314.CrossRefPubMed Legrand M, Mateo J, Aribaud A, Ginisty S, Eftekhari P, Huy PT, Drouet L, Payen D: The use of dabigatran in elderly patients. Arch Intern Med. 2011, 171: 1285-1286. 10.1001/archinternmed.2011.314.CrossRefPubMed
29.
go back to reference Eikelboom JW, Wallentin L, Connolly SJ, Ezekowitz M, Healey JS, Oldgren J, Yang S, Alings M, Kaatz S, Hohnloser SH, Diener HC, Franzosi MG, Huber K, Reilly P, Varrone J, Yusuf S: Risk of bleeding with 2 doses of dabigatran compared with warfarin in older and younger patients with atrial fibrillation: an analysis of the randomized evaluation of long-term anticoagulant therapy (RE-LY) trial. Circulation. 2011, 123: 2363-2372. 10.1161/CIRCULATIONAHA.110.004747.CrossRefPubMed Eikelboom JW, Wallentin L, Connolly SJ, Ezekowitz M, Healey JS, Oldgren J, Yang S, Alings M, Kaatz S, Hohnloser SH, Diener HC, Franzosi MG, Huber K, Reilly P, Varrone J, Yusuf S: Risk of bleeding with 2 doses of dabigatran compared with warfarin in older and younger patients with atrial fibrillation: an analysis of the randomized evaluation of long-term anticoagulant therapy (RE-LY) trial. Circulation. 2011, 123: 2363-2372. 10.1161/CIRCULATIONAHA.110.004747.CrossRefPubMed
30.
go back to reference Garjón FJ, Azparren A, Vergara I, Azaola B, Loayssa JR: Adoption of new drugs by physicians: a survival analysis. BMC Health Serv Res. 2012, 12: 56-10.1186/1472-6963-12-56.CrossRefPubMedPubMedCentral Garjón FJ, Azparren A, Vergara I, Azaola B, Loayssa JR: Adoption of new drugs by physicians: a survival analysis. BMC Health Serv Res. 2012, 12: 56-10.1186/1472-6963-12-56.CrossRefPubMedPubMedCentral
31.
go back to reference Florentinus SR, Heerdink ER, van Dijk L, Griens AM, Groenewegen PP, Leufkens HG: Is new drug prescribing in primary care specialist induced?. BMC Health Serv Res. 2009, 9: 6-10.1186/1472-6963-9-6. doi:10.1186/1472-6963-9-6CrossRefPubMedPubMedCentral Florentinus SR, Heerdink ER, van Dijk L, Griens AM, Groenewegen PP, Leufkens HG: Is new drug prescribing in primary care specialist induced?. BMC Health Serv Res. 2009, 9: 6-10.1186/1472-6963-9-6. doi:10.1186/1472-6963-9-6CrossRefPubMedPubMedCentral
33.
go back to reference Roblin DW, Platt R, Goodman MJ, Hsu J, Nelson WW, Smith DH, Andrade SE, Soumerai SB: Effect of increased cost-sharing on oral hypoglycemic use in five managed care organizations: how much is too much?. Med Care. 2005, 43: 951-959. 10.1097/01.mlr.0000178216.23514.b7.CrossRefPubMed Roblin DW, Platt R, Goodman MJ, Hsu J, Nelson WW, Smith DH, Andrade SE, Soumerai SB: Effect of increased cost-sharing on oral hypoglycemic use in five managed care organizations: how much is too much?. Med Care. 2005, 43: 951-959. 10.1097/01.mlr.0000178216.23514.b7.CrossRefPubMed
34.
go back to reference Goldman DP, Joyce GF, Escarce JJ, Pace JE, Solomon MD, Laouri M, Landsman PB, Teutsch SM: Pharmacy benefits and the use of drugs by the chronically ill. JAMA. 2004, 291: 2344-2350. 10.1001/jama.291.19.2344.CrossRefPubMed Goldman DP, Joyce GF, Escarce JJ, Pace JE, Solomon MD, Laouri M, Landsman PB, Teutsch SM: Pharmacy benefits and the use of drugs by the chronically ill. JAMA. 2004, 291: 2344-2350. 10.1001/jama.291.19.2344.CrossRefPubMed
35.
go back to reference Huskamp HA, Deverka PA, Epstein AM, Epstein RS, McGuigan KA, Muriel AC, Frank RG: Impact of 3-tier formularies on drug treatment of attention-deficit/hyperactivity disorder in children. Arch Gen Psychiatry. 2005, 62: 435-441. 10.1001/archpsyc.62.4.435.CrossRefPubMedPubMedCentral Huskamp HA, Deverka PA, Epstein AM, Epstein RS, McGuigan KA, Muriel AC, Frank RG: Impact of 3-tier formularies on drug treatment of attention-deficit/hyperactivity disorder in children. Arch Gen Psychiatry. 2005, 62: 435-441. 10.1001/archpsyc.62.4.435.CrossRefPubMedPubMedCentral
36.
go back to reference Lip GY, Andreotti F, Fauchier L, Huber K, Hylek E, Knight E, Lane D, Levi M, Marin F, Palareti G, Kirchhof P: Bleeding risk assessment and management in atrial fibrillation patients. Executive summary of a position document from the European heart rhythm association [EHRA], endorsed by the European society of cardiology [ESC] working group on thrombosis. Thromb Haemost. 2011, 106: 997-1011. 10.1160/TH11-10-0690.CrossRefPubMed Lip GY, Andreotti F, Fauchier L, Huber K, Hylek E, Knight E, Lane D, Levi M, Marin F, Palareti G, Kirchhof P: Bleeding risk assessment and management in atrial fibrillation patients. Executive summary of a position document from the European heart rhythm association [EHRA], endorsed by the European society of cardiology [ESC] working group on thrombosis. Thromb Haemost. 2011, 106: 997-1011. 10.1160/TH11-10-0690.CrossRefPubMed
37.
go back to reference MacLean S, Mulla S, Akl EA, Jankowski M, Vandvik PO, Ebrahim S, McLeod S, Bhatnagar N, Guyatt GH: Patient values and preferences in decision making for antithrombotic therapy: a systematic review: antithrombotic therapy and prevention of thrombosis, 9th ed: American college of chest physicians evidence-based clinical practice guidelines. Chest. 2012, 141 (Suppl 2): e1S-e23S.CrossRefPubMedPubMedCentral MacLean S, Mulla S, Akl EA, Jankowski M, Vandvik PO, Ebrahim S, McLeod S, Bhatnagar N, Guyatt GH: Patient values and preferences in decision making for antithrombotic therapy: a systematic review: antithrombotic therapy and prevention of thrombosis, 9th ed: American college of chest physicians evidence-based clinical practice guidelines. Chest. 2012, 141 (Suppl 2): e1S-e23S.CrossRefPubMedPubMedCentral
38.
go back to reference Devereaux PJ, Anderson DR, Gardner MJ, Putnam W, Flowerdew GJ, Brownell BF, Nagpal S, Cox JL: Differences between perspectives of physicians and patients on anticoagulation in patients with atrial fibrillation: observational study. BMJ. 2001, 323: 1218-1222. 10.1136/bmj.323.7323.1218.CrossRefPubMedPubMedCentral Devereaux PJ, Anderson DR, Gardner MJ, Putnam W, Flowerdew GJ, Brownell BF, Nagpal S, Cox JL: Differences between perspectives of physicians and patients on anticoagulation in patients with atrial fibrillation: observational study. BMJ. 2001, 323: 1218-1222. 10.1136/bmj.323.7323.1218.CrossRefPubMedPubMedCentral
39.
go back to reference Man-Son-Hing M, Gage BF, Montgomery AA, Howitt A, Thomson R, Devereaux PJ, Protheroe J, Fahey T, Armstrong D, Laupacis A: Preference-based antithrombotic therapy in atrial fibrillation: implications for clinical decision making. Med Decis Making. 2005, 25: 548-559. 10.1177/0272989X05280558.CrossRefPubMed Man-Son-Hing M, Gage BF, Montgomery AA, Howitt A, Thomson R, Devereaux PJ, Protheroe J, Fahey T, Armstrong D, Laupacis A: Preference-based antithrombotic therapy in atrial fibrillation: implications for clinical decision making. Med Decis Making. 2005, 25: 548-559. 10.1177/0272989X05280558.CrossRefPubMed
Metadata
Title
Characteristics affecting oral anticoagulant therapy choice among patients with non-valvular atrial fibrillation: a retrospective claims analysis
Authors
Azza AbuDagga
Judith J Stephenson
An-Chen Fu
Winghan Jacqueline Kwong
Hiangkiat Tan
William S Weintraub
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2014
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/1472-6963-14-310

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