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1.
Clin J Am Soc Nephrol ; 11(2): 216-22, 2016 Feb 05.
Article in English | MEDLINE | ID: mdl-26668023

ABSTRACT

BACKGROUND AND OBJECTIVES: Despite the many studies showing an association between CKD and a high risk of ischemic events and mortality, the association of CKD with peripheral arterial disease (PAD) still has not been well described. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS: This large cohort study assessed the association of CKD, even in the earlier stages, with morbidity, short- and long-term outcome, and costs among patients with PAD. RESULTS: We identified 41,882 patients with PAD who had an index hospitalization between January 1, 2009, and December 31, 2011. Of these, 8470 (20.2%) also had CKD (CKD stage 2: n=2158 [26%]; stage 3: n=3941 [47%]; stage 4: n=935 [11%]; stage 5: n=1436 [17%]). The ratio of women to men was 1:1.2. Compared with patients without known CKD, those with CKD had higher frequencies of coronary artery disease (1.8-fold higher; P<0.001), chronic heart failure (3.3-fold higher; P<0.001), and Rutherford PAD categories 5 and 6 (1.8-fold higher; P<0.001); underwent significantly fewer revascularizations (0.9-fold fewer; P<0.001); had a nearly two-fold higher amputation rate (P<0.001); had higher frequencies of in-hospital infections (2.1-fold higher; P<0.001), acute renal failure (2.8-fold higher; P<0.001), and sepsis (1.9-fold higher; P<0.001); had a 2.5-fold higher frequency of myocardial infarction (P<0.001); and had a nearly three-fold higher in-hospital mortality rate (P<0.001). In an adjusted multivariable Cox regression model, CKD remained a significant predictor of long-term outcome of patients with PAD during follow-up for up to 4 years (until December 31, 2012; median, 775 days; 25th-75th percentiles, 469-1120 days); the hazard ratio was 2.59 (95% confidence interval, 2.21 to 2.78; P<0.001). The projected mortality rates after 4 years were 27% in patients without known CKD and 46%, 52%, 72%, and 78% in those with CKD stages 2, 3, 4, and 5, respectively. Lengths of hospital stay and reimbursement costs were on average nearly 1.4-fold higher (P<0.001) in patients who also had CKD. CONCLUSIONS: This analysis illustrates the significant and important association of CKD with in-hospital and long-term mortality, morbidity, amputation rates, duration and costs of hospitalization, in-hospital treatment, and complications in patients with PAD.


Subject(s)
Hospitalization , Ischemia/therapy , Peripheral Arterial Disease/therapy , Renal Insufficiency, Chronic/therapy , Aged , Aged, 80 and over , Amputation, Surgical , Chi-Square Distribution , Comorbidity , Cost-Benefit Analysis , Critical Illness , Female , Hospital Costs , Hospital Mortality , Hospitalization/economics , Humans , Insurance, Health, Reimbursement , Ischemia/diagnosis , Ischemia/economics , Ischemia/mortality , Length of Stay , Male , Middle Aged , Multivariate Analysis , Peripheral Arterial Disease/diagnosis , Peripheral Arterial Disease/economics , Peripheral Arterial Disease/mortality , Proportional Hazards Models , Renal Insufficiency, Chronic/diagnosis , Renal Insufficiency, Chronic/economics , Renal Insufficiency, Chronic/mortality , Risk Factors , Time Factors , Treatment Outcome
2.
Transfus Med Hemother ; 42(2): 75-82, 2015 Mar.
Article in English | MEDLINE | ID: mdl-26019702

ABSTRACT

BACKGROUND: More blood components are required in cardiac surgery than in most other medical disciplines. The overall blood demand may increase as a function of the total number of cardiothoracic and vascular surgical interventions and their level of complexity, and also when considering the demographic ageing. Awareness has grown with respect to adverse events, such as transfusion-related immunomodulation by allogeneic blood supply, which can contribute to morbidity and mortality. Therefore, programmes of patient blood management (PBM) have been implemented to avoid unnecessary blood transfusions and to standardise the indication of blood transfusions more strictly with aim to improve patients' overall outcomes. METHODS: A comprehensive retrospective analysis of the utilisation of blood components in the Department of Cardiac Surgery at the University Hospital of Münster (UKM) was performed over a 4-year period. Based on a medical reporting system of all medical disciplines, which was established as part of a PBM initiative, all transfused patients in cardiac surgery and their blood components were identified in a diagnosis- and medical procedure-related system, which allows the precise allocation of blood consumption to interventional procedures in cardiac surgery, such as coronary or valve surgery. RESULTS: This retrospective single centre study included all in-patients in cardiac surgery at the UKM from 2009 to 2012, corresponding to a total of 1,405-1,644 cases per year. A blood supply was provided for 55.6-61.9% of the cardiac surgery patients, whereas approximately 9% of all in-patients at the UKM required blood transfusions. Most of the blood units were applied during cardiac valve surgery and during coronary surgery. Further surgical activities with considerable use of blood components included thoracic surgery, aortic surgery, heart transplantations and the use of artificial hearts. Under the measures of PBM in 2012 a noticeable decrease in the number of transfused cases was observed compared to the period from 2009 to 2011 before implementation of the PBM initiative (red blood cells p < 0.002; fresh frozen plasma p < 0.0006; platelets p < 0.00006). CONCLUSION: Until now, cardiac surgery comes along with a significant blood supply. By using a case-related data evaluation programme, the consumption of each blood component can be linked to clinical performance groups and, if necessary, to individual patients. Based on the results obtained from this retrospective analysis, prospective studies are underway to begin conducting target / actual performance comparisons to better understand the individual decision-making by the attending physicians with respect to transfusions.

3.
Transfus Med Hemother ; 42(2): 83-9, 2015 Mar.
Article in English | MEDLINE | ID: mdl-26019703

ABSTRACT

BACKGROUND: The aim of our single-centre retrospective study presented here is to further analyse the utilisation of allogeneic blood components within a 5-year observation period (2009-2013) in trauma surgery (15,457 patients) under the measures of an educational patient blood management (PBM) initiative. METHODS: After the implementation of the PBM initiative in January 2012, the Institute of Transfusion Medicine und Transplantation Immunology educates surgeons and nurses at the Department of Trauma Surgery to avoid unnecessary blood transfusions. A standardised reporting system was used to document the utilisation of blood components carefully for the most frequent diagnoses and surgical interventions in trauma surgery. These measures served as basis for the implementation of an interdisciplinary systematic exchange of information to foster decision-making processes in favour of patient blood management. RESULTS: Since January 2012, the proportion of patients who received a transfusion as well as the number of transfused red blood cell (RBC) (7.3%/6.4%; p = 0.02), fresh frozen plasma (FFP) (1.7%/1.3%; p < 0.05) and platelet (PLT) (1.0%/0.5%; p < 0.001) units were reduced as a result of our PBM initiative. However, among the transfused patients, the number of administered RBC, FFP and PLT units did not decrease significantly. Overall, patients who did not receive transfusions were younger than transfused patients (p = 0.001). The subgroup with the highest probability of blood transfusion administered included patients with intensive care and long-term ventilation (before/after implementation of PBM: RBC 81.5%/75.9%; FFP 33.3%/20.4%; PLT 24.1%/13.0%). Only a total of 60 patients of 531 patients suffering multiple traumas were massively transfused (before/after implementation of PBM: RBC 55.6%/49.8%; FFP 28.4%/20.4%; PLT 17.6%/8.9%). CONCLUSION: According to our educational PBM initiative, at least the proportion of trauma patients who received allogeneic blood transfusions could be reduced significantly. However, in case of blood transfusions, the total consumption of RBC, FFP and PLT units remained stable in both time periods. This phenomenon might indicate that the actual need of blood transfusions rather depends on the severity of trauma-related blood loss, the coagulopathy rates or the complexity of the surgical intervention which mainly determines the intra-operative blood loss. Taken together, educational training sessions and systematic reporting systems are suitable measures to avoid unnecessary allogeneic blood transfusions and to continuously improve their restrictive application.

4.
Eur Heart J ; 36(15): 932-8, 2015 Apr 14.
Article in English | MEDLINE | ID: mdl-25650396

ABSTRACT

AIMS: Only few and historic studies reported a bad prognosis of peripheral arterial disease (PAD) and critical limb ischaemia (CLI). The contemporary state of treatment and outcomes should be assessed. METHODS AND RESULTS: From the largest public health insurance in Germany, all in- and outpatient diagnosis and procedural data were retrospectively obtained from a cohort of 41 882 patients hospitalized due to PAD during 2009-2011, including a follow-up until 2013. Patients were classified in Rutherford categories 1-3 (n = 21 197), 4 (n = 5353), 5 (n = 6916), and 6 (n = 8416). The proportions of patients with classical risk factors such as hypertension, dyslipidaemia, and smoking declined with higher Rutherford categories (each P < 0.001) while diabetes, chronic kidney disease, and chronic heart failure increased (each P < 0.001). Angiographies and revascularizations were performed less often in advanced PAD (each P < 0.001). In-hospital amputations increased continuously from 0.5% in Rutherford 1-3 to 42% in Rutherford 6, as also myocardial infarctions, strokes, and deaths (each P < 0.001). Among 4298 amputated patients with CLI, 37% had not received any angiography or revascularization neither during index hospitalization nor the 24 months before. During follow-up (mean 1144 days), 7825 patients were amputated and 10 880 died. Kaplan-Meier models projected 4-year mortality risks of 18.9, 37.7, 52.2, and 63.5% in Rutherford 1-3, 4, 5, and 6, and for amputation of 4.6, 12.1, 35.3, and 67.3%, respectively. In multivariable Cox regression models, PAD categories were significant predictors of death, amputation, myocardial infarction, and stroke (each P < 0.001). Length of in-hospital stay (5.8 ± 6.7 days, 10.7 ± 11.1days, 15.2 ± 13.8 days and 22.1 ± 20.3 days; P < 0.001) and mean case costs (3662 ± 3186 €, 5316 ± 6139 €, 6021 ± 4892 €, and 8461 ± 8515 €; P < 0.001) increased continuously in Rutherford 1-3, 4, 5, and 6. While only 49% of the patients suffered from CLI, these produced 65% of in-hospital costs (141 million €), and 56% during follow-up (336 million €). CONCLUSION: Regardless of recent advances in PAD treatment, current outcomes remain poor especially in CLI. Despite overwhelming evidence for reduction of limb loss by revascularization, CLI patients still received significantly less angiographies and revascularizations.


Subject(s)
Ischemia/surgery , Lower Extremity/blood supply , Peripheral Arterial Disease/surgery , Amputation, Surgical/statistics & numerical data , Endovascular Procedures/statistics & numerical data , Female , Guideline Adherence , Hospitalization/statistics & numerical data , Humans , Ischemia/diagnostic imaging , Male , Middle Aged , Peripheral Arterial Disease/diagnostic imaging , Practice Guidelines as Topic , Radiography , Reperfusion/statistics & numerical data , Retrospective Studies , Treatment Outcome
5.
Eur Heart J ; 34(34): 2706-14, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23864133

ABSTRACT

AIMS: The prevalence of peripheral arterial disease (PAD) and especially of critical limb ischaemia (CLI) is announced to rise dramatically worldwide, with a considerable impact on the health care and socio-economic systems. We aimed to characterize the recent trends in morbidity and in-hospital outcome of PAD among all hospitalized patients in the entire German population between 2005 and 2009. METHODS AND RESULTS: Nationwide data of all hospitalizations in Germany in 2005, 2007, and 2009 were analysed regarding the prevalence of PAD, comorbidities, endovascular (EVR) and surgical revascularizations (SR), major and minor amputations, in-hospital mortality, and associated costs. From 2005 to 2009, total PAD cases increased by 20.7% (from 400 928 to 483 961), with an increase of CLI subset from 40.6 to 43.5%. Total EVR increased by 46%, while thromb-embolectomy, endarterectomy, and patch plastic increased by 67, 42, and 21%, respectively. Peripheral bypasses decreased by 2%. Major amputation decreased from 4.6 to 3.5%, while minor amputation slightly increased from 4.98 to 5.11%. The crude overall in-hospital mortality remained unchanged in claudicants (2.2%), while it decreased from 9.8 to 8.4% in CLI patients. However, mortality rate according to the Poisson model (n/1000 hospital residence days) increased significantly in claudicants (P < 0.001). Total reimbursement costs for PAD in-patient care increased by 21% with an average per case costs in 2009 of €4506 in a claudicant and €6791 in a CLI patient. CONCLUSION: This population-based analysis documents the significant rise of PAD, particularly of the CLI subset, and highlights the malign prognosis associated with PAD as indicated by high amputation and in-hospital mortality rates.


Subject(s)
Peripheral Arterial Disease/mortality , Aged , Amputation, Surgical/economics , Amputation, Surgical/mortality , Amputation, Surgical/statistics & numerical data , Costs and Cost Analysis , Endovascular Procedures/economics , Endovascular Procedures/mortality , Endovascular Procedures/statistics & numerical data , Epidemiologic Methods , Fee-for-Service Plans , Female , Germany/epidemiology , Hospitalization/economics , Hospitalization/statistics & numerical data , Humans , Male , Middle Aged , Peripheral Arterial Disease/economics , Reperfusion/economics , Reperfusion/mortality , Reperfusion/statistics & numerical data
6.
Transfus Med Hemother ; 39(2): 129-138, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22670131

ABSTRACT

BACKGROUND: Demographic data illustrate clearly that people in highly developed countries get older, and the elderly need more blood transfusions than younger patients. Additionally, special extensive therapies result in an increased consumption of blood components. Beyond that the aging of the population reduces the total number of preferably young and healthy blood donors. Therefore, Patient Blood Management will become more and more important in order to secure an increasing blood supply under fair-minded conditions. METHODS: At the University Hospital of Münster (UKM) a comprehensive retrospective analysis of the utilization of all conventional blood components was performed including all medical and surgical disciplines. In parallel, a new medical reporting system was installed to provide a monthly analysis of the transfusional treatments in the whole infirmary, in every department, and in special blood-consuming cases of interest, as well. RESULTS: The study refers to all UKM in-patient cases from 2009 to 2011. It clearly demonstrates that older patients (>60 years, 35.2-35.7% of all cases, but 49.4-52.6% of all cases with red blood cell (RBC) transfusions, 36.4-41. 6% of all cases with platelet (PTL, apheresis only) transfusions, 45.2-48.0% of all cases with fresh frozen plasma (FFP) transfusions) need more blood products than younger patients. Male patients (54.4-63.9% of all cases with transfusions) are more susceptible to blood transfusions than female patients (36.1-45.6% of all cases with transfusions). Most blood components are used in cardiac, visceral, and orthopedic surgery (49.3-55.9% of all RBC units, 45.8-61.0% of all FFP units). When regarding medical disciplines, most transfusions are administered to hematologic and oncologic patients (12.9-17.7% of all RBC units, 9.2-12.0% of all FFP units). The consumption of PTL in this special patient cohort (40.6-50.9% of all PTL units) is more pronounced than in all other surgical or in non-surgical disciplines. CONCLUSION: The results obtained from our retrospective analysis may help to further optimize the responsible and medical indication-related utilization of blood transfusions as well as the recruitment of blood donors and their timing. It may be also a helpful tool in order to avoid needless transfusions and transfusionassociated adverse events.

7.
Med Klin (Munich) ; 105(1): 13-9, 2010 Jan.
Article in German | MEDLINE | ID: mdl-20127435

ABSTRACT

BACKGROUND: Intensive care medicine is extremely heterogeneous, expensive and can only be partially planned and controlled. A correct and fair representation of intensive care medicine in the G-DRG system is an essential requirement for the use as a pricing system. From the perspective of intensive care medicine, pertinent changes of the DRG structure and differentiation of relevant parameters have been established within the G-DRG systems 2003-2010. METHODS: Analysis of relevant diagnoses, medical procedures, co-payment structures and G-DRGs in the versions 2003-2010 based on the publications of the German DRG Institute (InEK) and the German Institute of Medical Documentation and Information (DIMDI). RESULTS: Since the first G-DRG system version 2003, numerous measures improved quality of case allocation of intensive care medicine. Highly relevant to the system version 2010 are duration of mechanical ventilation, the intensive care treatment complex and complicating constellations. The number of G-DRGs relevant to intensive medical care increased from n = 3 (2003) to n = 58 (2010). CONCLUSION: For standard cases, quality of case allocation and G-DRG reimbursement are adequate in 2010. The G-DRG system gained complexity again. High demands are made on correct and complete coding of complex cases. Nevertheless, further adjustments of the G-DRG system especially for cases with extremely high costs are necessary. Where the G-DRG system is unable to cover extremely high-cost cases, reimbursement solutions beyond the G-DRG structure should be taken into account.


Subject(s)
Diagnosis-Related Groups , Traumatology , Critical Care , Germany , Health Care Costs , Humans , Medicine , National Health Programs , Orthopedics
9.
BMC Med Inform Decis Mak ; 8: 15, 2008 Apr 19.
Article in English | MEDLINE | ID: mdl-18423046

ABSTRACT

BACKGROUND: Monitoring of hospital information system (HIS) usage can provide insights into best practices within a hospital and help to assess time trends. In terms of effort and cost of benchmarking, figures derived automatically from the routine HIS system are preferable to manual methods like surveys, in particular for repeated analysis. METHODS: Due to relevance for quality management and efficient resource utilization we focused on time-to-completion of discharge letters (assessed by CT-plots) and usage of patient scheduling. We analyzed these parameters monthly during one year at a major university hospital in Germany. RESULTS: We found several distinct patterns of discharge letter documentation indicating a large heterogeneity of HIS usage between different specialties (completeness 51 - 99%, delays 0 - 90 days). Overall usage of scheduling increased during the observation period by 62%, but again showed a considerable variation between departments. CONCLUSION: Regular monitoring of HIS key figures can contribute to a continuous HIS improvement process.


Subject(s)
Appointments and Schedules , Benchmarking , Hospital Information Systems/standards , Patient Discharge , Humans , Patient Discharge/statistics & numerical data , Time Management
10.
Clin Res Cardiol ; 97(7): 441-8, 2008 Jul.
Article in English | MEDLINE | ID: mdl-18317668

ABSTRACT

OBJECTIVES: During recent years, numerous clinical and procedural risk factors for adverse outcomes after percutaneous coronary interventions (PCI) have been identified. Due to the high economic pressure in many national health care systems, it is of some interest whether these predictors of clinical risks represent also the main cost drivers. METHODS: Data of 770 patients undergoing PCI were retrospectively analyzed. Risk factors for PCI as well as angiographic classifications were adopted from the ACC/AHA Guidelines. In-hospital costs for each patient were obtained from thoroughly performed calculations for the national Diagnosis Related Groups database in Germany. RESULTS: Creatinine >2 mg/dl (192% of average costs, P < 0.0001), EF

Subject(s)
Acute Coronary Syndrome/surgery , Angioplasty, Balloon, Coronary/economics , Coronary Disease/surgery , Acute Coronary Syndrome/complications , Acute Coronary Syndrome/epidemiology , Aged , Angioplasty, Balloon, Coronary/adverse effects , Coronary Disease/complications , Coronary Disease/epidemiology , Costs and Cost Analysis , Creatinine/blood , Female , Germany/epidemiology , Hospital Mortality , Humans , Male , Multivariate Analysis , Retrospective Studies , Risk Factors , Stroke Volume/physiology , Treatment Outcome
13.
Nephrol Dial Transplant ; 23(6): 1955-60, 2008 Jun.
Article in English | MEDLINE | ID: mdl-18083761

ABSTRACT

BACKGROUND: Chronic kidney disease (CKD) is associated with markedly increased in-hospital morbidity and mortality. Its effect on in-hospital costs for the treatment of coronary heart disease (CHD) has not been assessed that, although it is of interest due to the exponential increase in its prevalence. METHODS: Clinical and costing data were retrospectively assessed from 765 consecutive patients who suffered from CHD requiring percutaneous coronary interventions. Based on their estimated glomerular filtration rate (eGFR), patients were classified in accordance with the National Kidney Foundation. Patient-level in-hospital costs for this single hospitalization were thoroughly calculated from precise in-house assessments for the national DRG database. RESULTS: In univariate analysis, the average total in-hospital costs increased with each stage of CKD [euro2926; euro3466; euro4208; euro9687 (stages 4 and 5 combined), P < 0.0001]. Treating patients with CKD stages 4 and 5 utilized markedly more resources than patients with ST-elevation myocardial infarction (euro4916), coronary three-vessel disease (euro4659), severely impaired left ventricular function (euro6072) or diabetes (euro4495). Multivariate analyses identified, even after adjustment for confounding comorbidities, that CKD was a significant and independent predictor of in-hospital costs; with each loss of 1 ml/min in the eGFR, the expenses for this hospitalization increased by euro18 (95% CI euro13-23). CONCLUSIONS: Although the absolute amount of costs may vary between different countries, this work showed, for the first time, that in all stages of CKD, there is a significant increase of in-hospital costs when treating patients with both CHD and CKD.


Subject(s)
Coronary Disease/economics , Coronary Disease/epidemiology , Hospital Costs , Kidney Failure, Chronic/economics , Kidney Failure, Chronic/epidemiology , Aged , Aged, 80 and over , Analysis of Variance , Angioplasty, Balloon, Coronary/economics , Comorbidity , Coronary Disease/diagnostic imaging , Coronary Disease/therapy , Diagnosis-Related Groups/economics , Female , Germany , Humans , Kidney Failure, Chronic/pathology , Kidney Failure, Chronic/therapy , Length of Stay , Male , Middle Aged , Predictive Value of Tests , Radiography , Renal Dialysis/economics , Retrospective Studies , Risk Assessment , Severity of Illness Index , Survival Analysis
17.
Z Psychosom Med Psychother ; 50(3): 306-16, 2004.
Article in German | MEDLINE | ID: mdl-15510351

ABSTRACT

OBJECTIVES: The effect of comorbid mental disorders on the length of stay and revenue in a DRG system was investigated. METHODS: For 33,189 cases of an university hospital (year 2002) the revenue based on a fictitious base rate was calculated, at first with and then without inclusion of diagnosed comorbid mental disorders. Furthermore, the effect of the latter on the length of stay was examined. RESULTS: Renunciation of diagnoses of mental disorders lead to an different DRG grouping in 7.9 % of cases and to a reduction in revenues of about 170.000. Minimal influence of comorbid mental disorders on the length of stay (R2 = 0.02) could be detected for single diagnostic groups. CONCLUSIONS: The lacking influence of comorbid mental disorders on the length of stay in a university hospital is mainly determined by the limited period of inpatient treatment and by the low frequency of diagnosed mental disorders. Therefore, a psychosocial consultation-liaison service is of major importance to guarantee the diagnosis and treatment of a comorbid mental (process quality) disorder and to guarantee adequate revenues in the G-DRG system (quality of structure).


Subject(s)
Diagnosis-Related Groups/statistics & numerical data , Hospital Costs/statistics & numerical data , Length of Stay/statistics & numerical data , Mental Disorders/epidemiology , National Health Programs/statistics & numerical data , Adult , Aged , Comorbidity , Diagnosis-Related Groups/economics , Female , Germany , Hospitals, University/economics , Humans , Male , Mental Disorders/diagnosis , Mental Disorders/economics , Mental Disorders/therapy , Middle Aged , National Health Programs/economics , Quality Assurance, Health Care/economics , Referral and Consultation/economics , Referral and Consultation/statistics & numerical data
18.
J Dtsch Dermatol Ges ; 1(1): 36-45, 2003 Jan.
Article in German | MEDLINE | ID: mdl-16285291

ABSTRACT

BACKGROUND: High-quality coding of patient clinical data is mandatory for an effective DRG classification to result in adequate allocation of funding for inpatient treatment. The aim of the study was to determine the effect of controlled documentation on patient clinical data and to ascertain the outcome of calculated DRG-based yields depending on higher coding quality of patient treatment. PATIENTS AND METHODS: In a prospective study, 1914 patient clinical records from the Department of Dermatology, University of Muenster, were captured using different documentation standards and the data was analysed. Grouping was performed on the basis of the Australian Refined DRG system v4.1. Dermatological patients were broken down into eleven groups based on principle diagnosis. RESULTS: As a result of a controlled documentation, case mix, case mix index and patient clinical complexity level (PCCL) value were increased within identical samples. Furthermore, it was shown that high-quality coding may result in exact and reasonable classification of patient clinical data. CONCLUSIONS: Different documentation standards may cause undesired effects on the monetary yields of in-patient treatment. It appears that high-quality coding and controlled documentation may guarantee adequate yields. FauIty. incomplete and (up)coding could be a potential economic risk for hospitals.


Subject(s)
Dermatology/standards , Diagnosis-Related Groups/statistics & numerical data , Documentation/methods , Practice Patterns, Physicians'/statistics & numerical data , Quality Assurance, Health Care/methods , Skin Diseases/classification , Skin Diseases/epidemiology , Diagnosis-Related Groups/economics , Documentation/standards , Documentation/statistics & numerical data , Female , Germany/epidemiology , Humans , Male , Practice Patterns, Physicians'/economics , Reproducibility of Results , Sensitivity and Specificity , Skin Diseases/economics , Skin Diseases/therapy
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