Publikationen
Böttger B, Thate-Waschke IM,Bauersachs R, Kohlmann T, Wilke T. Preferences for anticoagulation therapy in aterial fibrilllation: the patients´view. Journal of Thrombosis and Thrombolysis. 2015 Nov; 40(4):406-415
Böttger B, Thate-Waschke IM,Bauersachs R, Kohlmann T, Wilke T. Preferences for anticoagulation therapy in aterial fibrilllation: the patients´view. Journal of Thrombosis and Thrombolysis. 2015 Nov; 40(4):406-415
Abstract
Since the introduction of new oral anticoagulants (NOACs), besides vitamin-K antagonists, an additional option for stroke prevention of patients with atrial fibrillation (AF) is available. The objective of this study was to assess AF patients' preferences with regard to the attributes of these different treatment options. We conducted a multicenter study among randomly selected physicians. Preferences were assessed by computer-assisted telephone interviews. We used a discrete-choice-experiment (DCE) with four convenience-related treatment dependent attributes (need of bridging: yes/no, interactions with food/nutrition: yes/no, need of INR controls/dose adjustment: yes/no; frequency of intake: once/twice daily) and one comparator attribute (distance to practitioner: 15 km). Preferences measured in the interviews were analyzed descriptively and based on a conditional logit regression model. A total of 486 AF patients (age: 73.9 ± 8.2 years; 43.2 % female; mean CHA2DS2-VASc: 3.7 ± 1.6; current medication: 48.1 % rivaroxaban, 51.9 % VKA) could be interviewed. Regardless of type of medication, patients significantly preferred the attribute levels (in order of patients' importance) "once daily intake" (Level: once = 1 vs. twice = 0; Coefficient = 0.615; p < 0.001), "bridging necessary" (yes = 1 vs. no = 0; -0.558; p < 0.001), "distance to practitioner of ≤1 km (>15 km = 0 vs. ≤1 km = 1; 0.494; p < 0.001), "interactions with food/nutrition" (yes = 1 vs. no = 0; -0.332; p < 0.001) and "need of INR controls/dose adjustment" (yes = 1 vs. no = 0; -0.127; p < 0.001). In our analyses, "once daily frequency of intake" was the most important OAC-attribute for patients' choice followed by "no bridging necessary" and "no interactions with food/nutrition". Thus, patients with AF seem to prefer treatment options which are easier to administer.
Wilke T, Böttger B, Berg B, Groth A, Müller S, Botteman m, Yu S, Fuchs A, Maywald A. Epidemiology of urinary tract infections in type 2 diabetes mellitus patients: An analysis based on a large sample of 456,586 German T2DM patients. Journal of Diabetes and its Complications. 2015, Volume 29 (8): 1015–1023
Wilke T, Böttger B, Berg B, Groth A, Müller S, Botteman m, Yu S, Fuchs A, Maywald A. Epidemiology of urinary tract infections in type 2 diabetes mellitus patients: An analysis based on a large sample of 456,586 German T2DM patients. Journal of Diabetes and its Complications. 2015, Volume 29 (8): 1015–1023
Abstract
Introduction
This analysis was conducted to investigate urinary tract infection (UTI) incidence among Type 2 Diabetes mellitus (T2DM) patients in Germany in a real-world setting and to identify risk factors associated with UTI incidence/recurrence.
Methods
Our cohort study was conducted based on an anonymized dataset from a regional German sickness fund (2010-2012). A UTI event was mainly identified through observed outpatient/inpatient UTI diagnoses. We reported the number of UTI events per 1,000 patient-years. Furthermore, the proportion of patients affected by ≥ 1 and ≥ 2 UTI events in the observational period was separately reported. Finally, three multivariate Cox regression analyses were conducted to identify factors that may be associated with UTI event risk or recurrent UTI event risk.
Results
A total of 456,586 T2DM-prevalent patients were identified (mean age 72.8 years, 56.1% female, mean Charlson Comorbidity Index (CCI) of 7.3). Overall, the UTI event rate was 87.3 events per 1,000 patient-years (111.8/55.8 per 1,000 patient-years for women/men (p < 0.001)). The highest UTI event rates were observed for those aged > 89 years. After 730 days after first observed T2DM diagnosis, the proportion of women/men still UTI-event-free was 80.9%/90.2% (p < 0.001). Most important factors associated with UTI risk in our three models were older age (Hazard Ratio (HR)=1.56-1.70 for > 79 years), female gender (HR=1.38-1.57), UTIs in the previous two years (HR=2.77-5.94), number of comorbidities as measured by the CCI (HR=1.32-1.52 for CCI>6) and at least one cystoscopy in the previous year (HR=2.06-5.48). Furthermore, high HbA1c values in the previous year (HR=1.29-1.4 referring to HbA1c>9.5%) and a poor kidney function (HR=1.11-1.211 referring to glomerular filtration rate (GFR)<60 <ml/min) increased the UTI event risk.
Discussion
Our study confirms that UTI event risk is high in T2DM patients. Older female patients having experienced previous UTIs face an above-average UTI risk, especially if these risk factors are associated with poor glycaemic control and poor kidney function.
Groth A, Halder F, Fuchs A, Maywald U, Wilke T. Unterversorgung von Vorhofflimmer-Patienten mit oralen Antikoagulanzien in Deutschland. Der Kardiologe. 2015 Okt, 9(5):379-392
Groth A, Halder F, Fuchs A, Maywald U, Wilke T. Unterversorgung von Vorhofflimmer-Patienten mit oralen Antikoagulanzien in Deutschland. Der Kardiologe. 2015 Okt, 9(5):379-392
Abstract
Hintergrund und Ziel
Eine orale Antikoagulation (OAK) mit Vitamin-K-Antagonisten (VKA) oder neuen oralen Antikoagulanzien (NOAK) wird nach deutschen und internationalen Leitlinien für Patienten mit Vorhofflimmern (VHF) und hohem Schlaganfallrisiko (CHA2DS2-VASC > 1) empfohlen. Ziel des Reviews ist es, die bisherige Evidenz zum Ausmaß an OAK-Unterversorgung von VHF-Patienten in Deutschland sowie potenzielle Gründe für eine bestehende Unterversorgung systematisch darzustellen.
Methode
In Bezug auf das Ausmaß an OAK-Unterversorgung erfolgte eine Auswertung der deutsch- und englischsprachigen Literatur, die das deutsche Versorgungsumfeld thematisierte. Bei der Ermittlung von Ursachen für OAK-Unterversorgung wurde mangels deutscher Daten die gesamte relevante internationale Literatur in die Übersicht einbezogen.
Ergebnisse
Es wurden 4 Beiträge, die sich dem Thema der OAK-Unterversorgung von VHF-Patienten in Deutschland widmeten sowie 87 Publikationen, die Ursachenfaktoren für OAK-Unterversorgung thematisierten, identifiziert. Etwa 50 % der in Deutschland behandelten VHF-Patienten sind von OAK-Unterversorgung betroffen. OAK-Unterversorgung ist dabei ein Versorgungsdefizit, das auf multivariate Ursachenfaktoren zurückzuführen bzw. mit unterschiedlichen Faktoren assoziiert ist. Dabei können 4 wesentliche Gruppen von Ursachenfaktoren mit einigen dominierenden spezifischen Ursachen unterschieden werden: patientenbezogene medizinische Faktoren (frühere Blutungen und Blutungsrisiko, Sturzgefahr, Krebserkrankungen, paroxysmales VHF statt permanentes/persistierendes VHF), allgemeine Charakteristika von Patienten (hohes Alter, Non-Adhärenz), arztassoziierte Faktoren (Arztwissen und arztseitige Nutzeneinschätzung der OAK) sowie sonstige, i. d. R. im Versorgungsumfeld der Patienten befindliche Faktoren (Logistik, u. a. im Kontext der „Internal-normalized-ratio“(INR)-Kontrollen).
Schlussfolgerung
Eine korrekte OAK-Versorgung von VHF-Patienten stellt eine große Herausforderungdar. Versorgungsprogramme, die die OAK-Versorgung von VHF-Patienten zu optimieren versuchen, sollten die Multivariabilität der Ursachen der Unterversorgung beachten.
Wilke T, Mueller S, Groth A, Fuchs A, Seitz L, Kienhöfer J, Maywald U, Lundershausen R, Wehling M. Treatment-dependent and treatment-independent risk factors associated with the risk of diabetes-related events: a retrospective analysis based on 229,042 patients with type 2 diabetes mellitus. Cardiovasc Diabetol. 2015 Feb 3;14(1):14.
Wilke T, Mueller S, Groth A, Fuchs A, Seitz L, Kienhöfer J, Maywald U, Lundershausen R, Wehling M. Treatment-dependent and treatment-independent risk factors associated with the risk of diabetes-related events: a retrospective analysis based on 229,042 patients with type 2 diabetes mellitus. Cardiovasc Diabetol. 2015 Feb 3;14(1):14.
Wilke T, Mueller S, Groth A, Fuchs A, Seitz L, Kienhöfer J, Maywald U, Lundershausen R, Wehling M. Treatment-dependent and treatment-independent risk factors associated with the risk of diabetes-related events: a retrospective analysis based on 229,042 patients with type 2 diabetes mellitus. Cardiovasc Diabetol. 2015 Feb 3;14(1):14.
Abstract
Background
The aim of this study was to analyse which factors predict the real-world ma-cro-/microvascular event, hospitalisation and death risk in patients with type 2 diabetes mellitus. Furthermore, we aimed to investigate whether there exists both an under- and over-treatment risk of these patients.MethodsWe used a German claims/clinical data set covering the years 2010¿12. Diabetes-related events were defined as ( macro-, microvascular events leading to inpatient hospitalisation, other hospitalisations with type 2 diabetes mellitus as main diagnosis, all-cause death and a composite outcome including all event categories 1¿4. Factors associated with event risk were analysed by a Kaplan-Meier curve analysis and by multivariable Cox regression models.Results229,042 patients with type 2 diabetes mellitus (mean age 70.2 years; mean CCI 6.03) were included. Among factors that increased the event risk were patients¿ age, male gender, the adapted Charlson Comorbidity Index, the adapted Diabetes Complication Severity Index, previous events, and number of prescribed chronic medications. For systolic blood pressure/HbA1C, a double-J/U-curve pattern was detected: HbA1C of 6¿6.5% (42-48 mmol/mol) and systolic blood pressure of 130-140 mmHg (17.3-18.7kPa) were associated with the lowest event risk, values below/above that range were associated with higher risk. However, this pattern was mainly driven by the death risk and was much less clearly observed for the macrovascular/microvascular/hospitalization risk and for young/less comorbid patients.ConclusionsBoth blood pressure and HbA1C seem to be very important treatment targets, especially in comorbid old patients. It is of particular clinical importance that both over- and under-treatment pose a threat to patients with type 2 diabetes mellitus.
Müller S, Wilke T. Validation of the Adherence Barriers Questionnaire (ABQ) – An Instrument for Identifying Potential Risk Factors Associated With Medication-Related Non-Adherence. Value in Health. 2014;17(7):A512.
Müller S, Wilke T. Validation of the Adherence Barriers Questionnaire (ABQ) – An Instrument for Identifying Potential Risk Factors Associated With Medication-Related Non-Adherence. Value in Health. 2014;17(7):A512.
Müller S, Wilke T. Validation of the Adherence Barriers Questionnaire (ABQ) – An Instrument for Identifying Potential Risk Factors Associated With Medication-Related Non-Adherence. Value in Health. 2014;17(7):A512.
Abstract
OBJECTIVES
Medication-related non-adherence is a major challenge in the real-life treatment of patients. To meet this challenge successfully, adherence interventions with a tailored approach towards patient-specific adherence barriers are needed. Therefore, a reliable and practicable questionnaire for identification of those adherence barriers in specific patients is needed. The aim of this investigation is to develop and validate such a questionnaire.
METHODS
The “Adherence Barriers Questionnaire (ABQ)” was developed and tested in 432 patients with atrial fibrillation in a multicenter observational cohort study. Evaluation of the questionnaire included an assessment of internal consistency as well as factor analysis. Criterion-related external validity was appraised by comparing the ABQ score with the score of a self-report adherence measure and with a clinical parameter (time in therapeutic range (TTR) regarding INR values in the VKA-based stroke prophylaxis treatment of patients).
RESULTS
The final 14-item ABQ scale demonstrated high internal consistency (Cronbach’s alpha=0.820). Factor analysis identified a three-factor solution, representing intentional adherence barriers with 5 items (31.9% of the variance), medication- or health care system-related adherence barriers with 5 items (13.3% of the variance) and unintentional adherence barriers with 4 items (7.7% of the variance).
The ABQ correlated significantly with self-reported non-adherence (Spearman’s rho=0.438, P<0.001) as well as TTR (Spearman’s rho=-0.161, P<0.01). Patients with above-average ABQ scores (increased number of existing adherence barriers) were significantly (p<0.005, Pearson Chi-Square) more likely to have a poor anticoagulation quality (TTR<60%) than patients with a lower ABQ score (44.6% versus 27.3%).
CONCLUSION
The ABQ is a practicable, reliable and valid instrument for identifying specific barriers to medication-related adherence. Future research is required to examine the ability of the ABQ to identify patient perception/behavior changes over time which may be important for the measurement of success of adherence interventions.
Wilke T, Groth A, Berg B, Sikirica M, Martin AA, Fuchs A, Maywald U. Non-Adherence And Non-Persistence Related To Glp-1 Therapy In Patients With Diabetes Mellitus Type 2 (T2dm): Analysis of A Large German Claims-Based Dataset And Comparison To Oral Anti-Diabetics. Value in Health. 2014;17(7):A359.
Wilke T, Groth A, Berg B, Sikirica M, Martin AA, Fuchs A, Maywald U. Non-Adherence And Non-Persistence Related To Glp-1 Therapy In Patients With Diabetes Mellitus Type 2 (T2dm): Analysis of A Large German Claims-Based Dataset And Comparison To Oral Anti-Diabetics. Value in Health. 2014;17(7):A359.
Wilke T, Groth A, Berg B, Sikirica M, Martin AA, Fuchs A, Maywald U. Non-Adherence And Non-Persistence Related To Glp-1 Therapy In Patients With Diabetes Mellitus Type 2 (T2dm): Analysis of A Large German Claims-Based Dataset And Comparison To Oral Anti-Diabetics. Value in Health. 2014;17(7):A359.
Abstract
OBJECTIVES
This study describes the extent of non-adherence (NA) and non-persistence (NP) with Glucagon-like peptide 1 agonists (GLP-1) and oral anti-diabetic (OAD) therapy in T2DM patients in clinical practice in Germany.
METHODS
Claims data from a German sickness fund (AOK Plus) from 2010-2012 were used to identify patients with ≥ 1 diagnosis for T2DM. NA/NP were measured for patients initiating new T2DM medication (no prescription of respective medication in prior 6 months ) over a minimum of 12 months. A 100% adherence to therapy was assumed equivalent to the drug-specific DDD (defined daily dosage). NP was defined as a medication gap ≥ 90 days. Adherence was calculated via medication possession ratios (MPR), NA was defined as MPR<80%. Descriptive analyses with percentage of patients affected by NP and/or NA were conducted.
RESULTS
The NP analysis, included 2,490/42,891 T2DM patients initiating GLP-1s/OADs. Among GLP-1 patients, 408/1,727/135 received twice-daily (BID; exenatide)/once-daily (OD; liraglutide)/once-weekly (OW; exenatide) therapies. Average age for GLP-1/OAD users was 56 (SD 10.8)/67 (SD 12.6) years. After 12 months, the percentage of patients with NP was 36.83% (all GLP-1s), 42.65% (BID), 37.64% (OD), 27.41% (OW), and 55.87% (OAD). The NA analysis included 2,154/34,128 T2DM patients initiating GLP-1/OAD therapy with ≥1 follow-up prescription. Average age was 56 (SD 10.6)/66 (SD 12.2) years. Average MPR was 88.2% (all GLP-1s), 87.8% (BID), 88.2% (OD), 95.0% (OW), and 63.2% (OAD). Percentage of patients affected by NA was 21.96% (all GLP-1s), 23.98% (BID), 22.00% (OD), 5.74% (OW), and 65.82% (OAD).
CONCLUSIONS
In this German dataset, overall patients with T2DM had low rates of adherence and persistence despite the chronic nature of the disease and clinical sequelae. Higher adherence and persistence rates were observed with GLP-1s than with OAD medications and also with less frequently dosed GLP-1s.
Böttger B, Thate-Waschke IM, Bauersachs R, Kohlmann T, Wilke T. Preferences Regarding The Attributes Of Oral Anticoagulants In Patients With Atrial Fibrillation Results Of A Discrete Choice Experiment. Value in Health. 2014;17(7):A495.
Böttger B, Thate-Waschke IM, Bauersachs R, Kohlmann T, Wilke T. Preferences Regarding The Attributes Of Oral Anticoagulants In Patients With Atrial Fibrillation Results Of A Discrete Choice Experiment. Value in Health. 2014;17(7):A495.
Abstract
OBJECTIVES
Since the introduction of new oral anticoagulants (NOACs), an additional option for stroke prevention of patients with atrial fibrillation (AF) compared to vitamin-K-antagonists (VKAs) is available. The objective of this study was to asses patients’ preferences regarding the attributes of these different treatment options.
METHODS
We conducted a multicenter study among randomly selected physicians. Preferences were assessed by computer-assisted telephone interviews. We used a Discrete-Choice-Experiment (DCE) with four treatment dependent attributes (need of bridging: yes/no, interactions with food/nutrition: yes/no, need of INR controls/dose adjustment: yes/no; frequency of intake: once/twice daily) and one comparator attribute (distance to practitioner: <1km/>15km). Preferences measured in the interviews were analyzed descriptively and based on a logistic regression model.
RESULTS
A total of 140 AF patients (age: 74.0±8.5 years; 57.0% male; mean CHA2DS2-VASc: 6.1±1.1; current medication: 27.1% Rivaroxaban, 71.4% VKA, 1.4% other) could be interviewed. Regardless of type of medication, patients significantly preferred the attributes’ level (in order of patients’ importance) “once daily intake” (Level: once = 1 vs. twice = 0; Coefficient = 0.954; p<0.001), “no interactions with food/nutrition” (yes = 1 vs. no = 0; -0.842; p<0.001), “no bridging necessary” (yes = 1 vs. no = 0; -0.656; p<0.001) and “distance to practitioner of ≤ 1 km (> 15 km =1 vs. ≤ 1 km = 0; 0.644; p<0.001). However, for the attribute "need of INR controls/dose adjustment" (Level: yes = 1 vs. no = 0; Coefficient = 0.020; p=0.808) no significant preference in favour of one of the options are shown.
CONCLUSION
In our analyses, “once daily frequency of intake” was the most important attribute for patients’ choice followed by “no interactions with food/nutrition” and “no bridging necessary”. Thus, patients with AF seem to prefer treatment options which are easier to administer. When deciding about medical therapy, patients’ preferences should be considered.
Petersen J, Wilke T, Mauss S, Heyne R, Herold C, Wiese M, Boeker K, Pichl T, Hueppe D. Real-life persistence and adherence in ETV treated chronic hepatitis b patients: results of a German prospective multicenter observational study. J Hepatol Suppl. 2014;60(1):S423.
Petersen J, Wilke T, Mauss S, Heyne R, Herold C, Wiese M, Boeker K, Pichl T, Hueppe D. Real-life persistence and adherence in ETV treated chronic hepatitis b patients: results of a German prospective multicenter observational study. J Hepatol Suppl. 2014;60(1):S423.
Abstract
OBJECTIVES
Entecavir (ETV) is a very effective and safe treatment option in chronic hepatitis B (CHB) patients. However, some patients show only a partial virologic response. The most reasonable explanation is non-persistence/non-adherence. Persistence and adherence measurement is underrepresented in clinical trials. Therefore, the extent of non-persistence (NP), non-adherence (NA) and clinical outcomes of any NA/NP were measured in ETV-treated patients in a real-life study.
METHODS
In a prospective observational multicenter study, persistence and adherence were measured based on documented prescriptions within a 12 month period. A patient was defined as NP if he missed all treatment doses in >30 subsequent days. Adherence was measured based on medication possession ratio (MPR) between first and last documented prescription (NA if MPR<80%). Proportion of patients reaching undetectable HBV-DNA levels (<69IU/mL) was determined.
RESULTS
112 CHB patients were analysed, baseline characteristics and results are presented in table 1. 26.8% of patients (n=30) missed treatment doses in >30 subsequent days (NP group), 30% of patients in the NP group (n=9) and none of the persistent patients were classified as non-adherent. Mean MPR for all patients was 95.3%. 84.4% of persistent/adherent patients and 63.0% of patients in the NP group reached undetectable HBV-DNA levels (p=0.022). So far no significantly correlating factors for NP/NA could be detected.
CONCLUSION
This study highlights the importance of persistence/adherence in CHB treatment to achieve a sustained virologic response. Further analysis of risk factors for non-persistence/non-adherence needs to be performed in a larger patient population with a longer observational period.
Böttger B, Wehling M, Bauersachs RM, Amann S, Schuchert A, Reinhold C, Kümpers P, Wilke T. Prevalence of renal insufficiency in hospitalised patients with venous thromboembolic events: A retrospective analysis based on 6,725 VTE patients. Thromb Res. 2014;134(5):1014–1019.
Böttger B, Wehling M, Bauersachs RM, Amann S, Schuchert A, Reinhold C, Kümpers P, Wilke T. Prevalence of renal insufficiency in hospitalised patients with venous thromboembolic events: A retrospective analysis based on 6,725 VTE patients. Thromb Res. 2014;134(5):1014–1019.
Abstract
Renal impairment (RI) is an important factor in the selection of anticoagulant therapy in venous thromboembolic event (VTE) patients. In particular, the risk of bleeding events is higher for VTE patients with a glomerular filtration rate (GFR) below 30mL/min. The aim of this study was to collect data on the prevalence of RI in hospitalised VTE patients in Germany. Furthermore, we investigated how renal function changed during inpatient treatment. We conducted a retrospective chart review in six German hospitals. All patients with a VTE diagnosis who were treated as inpatients from 2007-2011 were included. Patients were categorised according to their renal function. RI was estimated from serum creatinine values. Persistent RI was defined as an estimated glomerular filtration rate (eGFR) of <30mL/min over at least 72hours. Renal function could be determined for 5,710 VTE patients. Of these 21.4% had an eGFR>90mL/min, 38.1% had an eGFR of 60-89mL/min, 17.3% had an eGFR of 45-59mL/min, 12.5% had an eGFR of 30-44mL/min, 7.2% had an eGFR of 15-29mL/min and 3.6% of the VTE patients had end-stage renal disease. Persistent severe RI was observed in 74.8% of patients with an eGFR <30mL/min. Overall, 40.6% of the VTE patients investigated had an eGFR <60mL/min; 10.8% had an eGFR <30mL/min. Almost three quarters of RI-VTE patients suffered from persistent severe RI. These results suggest that more than one in ten VTE patients is exposed to a high risk of accumulating anticoagulants; most of these RI patients also face an increased risk of mortality.
Wilke T, Groth A, Pfannkuche M, Harks O, Fuchs A, Maywald U, Krabbe B. Real life anticoagulation treatment of patients with atrial fibrillation in Germany: extent and causes of anticoagulant under-use. J Thromb Thrombolysis. 2014;Epub ahead of print
Wilke T, Groth A, Pfannkuche M, Harks O, Fuchs A, Maywald U, Krabbe B. Real life anticoagulation treatment of patients with atrial fibrillation in Germany: extent and causes of anticoagulant under-use. J Thromb Thrombolysis. 2014;Epub ahead of print
Abstract
Oral anticoagulation (OAC) with either new oral anticoagulants (NOACs) or Vitamin-K antagonists (VKAs) is recommended by guidelines for patients with atrial fibrillation (AF) and a moderate to high risk of stroke. Based on a claims-based data set the aim of this study was to quantify the stroke-risk dependent OAC utilization profile of German AF patients and possible causes of OAC under-use. Our claims-based data set was derived from two German statutory health insurance funds for the years 2007-2010. All prevalent AF-patients in the period 2007-2009 were included. The OAC-need in 2010 was assumed whenever a CHADS2- or CHA2DS2-VASC-score was >1 and no factor that disfavored OAC use existed. Causes of OAC under-use were analyzed using multivariate logistic regression. 108,632 AF-prevalent patients met the inclusion criteria. Average age was 75.43 years, average CHA2DS2-VASc-score was 4.38. OAC should have been recommended for 56.1/62.9 % of the patients (regarding factors disfavouring VKA/NOAC use). For 38.88/39.20 % of the patient-days in 2010 we could not observe any coverage by anticoagulants. Dementia of patients (OR 2.656) and general prescription patterns of the treating physician (OR 1.633) were the most important factors increasing the risk of OAC under-use. Patients who had consulted a cardiologist had a lower risk of being under-treated with OAC (OR 0.459). OAC under-use still seems to be one of the major challenges in the real-life treatment of AF patients. Our study confirms that both patient/disease characteristics and treatment environment/general prescribing behaviour of physicians may explain the OAC under-use in AF patients.