Z I M - Paper 15th PCS/E Odense |
Sept. 1999
Last update: 31.01.2000 |
A Comparison of PCS Construction Principles
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Wolfram Fischer
Zentrum für Informatik und wirtschaftliche Medizin
CH-9116 Wolfertswil SG
(Switzerland)
http://www.fischer-zim.ch/
In: Proceedings of the 15th PCS/E International Working Conference. Odense 1999.
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In some countries one of the DRG systems was adapted; other countries preferred to build new systems using similar construction principles.
DRG systems [1] [2] have won the competition as the most widely accepted and best-known PCS. There are three developments which can be observed (cf. also: http:// www.fischer-zim.ch / notes-en / PCS-in-Europe-9810.htm):
The development of DRG systems began at Yale University (R. Fetter) in the USA in the late 1980s in competition with other systems such as D.S. and PMC. The first aim was to use this patient classification system (PCS) for quality assurance. Medicare, the government health insurance of elderly, which is administered by HCFA, began to use DRGs as part of a prospective payment system in 1983. Other insurance companies called for patient groups for all types of patients, which entailed the development of AP-DRGs and APR-DRGs by 3M, and RDRGs by the group of R. Fetter. In 1994, HCFA published SR-DRGs as a refined version of HCFA-DRGs. Major comorbidities and complications (MCCs) were introduced at DRG level. This system has not been used for remuneration so far because it has been feared that it would cause payment shifts between the hospitals (cf. table 1).
At this 1999 PCS/E conference in Odense, 3M presented
the IAP-DRG system (International All Patient Diagnosis Related Groups),
which will be finished by the end of 1999. It is an abridged
version of the APR-DRG system: It has 3 CC levels (instead of 4)
and a total number of 1,046 groups.
Table
1:
The Extended Family of DRG Systems
(Figures = Year of first implementation)
In Austria, DRGs were evaluated from 1985 to 1987. In 1997, a home-grown PCS called LDF1 was introduced throughout the whole country as part of a remuneration system named LKF.2 The first approaches towards these systems began in 1988. In 1995 and 1996, pilot trials were conducted in two provinces (in Vorarlberg and in Lower Austria). The LDF system is revised each year. The third version of LDFs for 1999 defines 848 LDFs. The cost weights date from the case calculations of 1989, 1991 and 1993. A revision of the calculation of the cost weights is imminent. [3]
2 LKF = performance-oriented financing of hospitals ("Leistungsorientierte Krankenanstalten-Finanzierung").
In Germany, DRGs were evaluated and rejected in 1986. It was found that multimorbidity and severity were not adequately considered and that the variance displayed when using groups from the 3 first digits of ICD-9 was more or less the same as with DRGs. Then, PMCs were translated and evaluated by Prof. G. Neubauer. [4] [5] In 1995, the German-developed system of "Fallpauschalen" and "Sonderentgelte" ("FP/SE": Flat Case Rates and Special Fees) was introduced by the government. With 94 FPs and 146 SEs, only a part of all hospital cases are covered. In 1998, the decision-making was delegated to the umbrella associations of insurers and of hospitals. (This is called "self-administration".) The discussion now focuses on the alternatives of either the further development of the FP/SE system or the introduction or adaptation of one of the DRG systems, or the introduction of the Austrian LDF system.
In this paper, the author presents the main themes of a book of his which contains the revision and extension of an expert opinion commissioned by the German Hospital Association. [6] The DRG systems HCFA-DRG, AP-DRG and APR-DRG are compared with the two German-language PCSs: the Austrian LDF system, which has been newly developed [3] and the German system of "Fallpauschalen" and "Sonderentgelte" (FP/SE: Flat Case Rates and Special Fees). [7] [8]
A comparison grid was developed which includes the main points which should be discussed in an evaluation of patient classification systems. It was structured according to the following items:
The LDF system shows a more consistent hierarchical structure. Beyond, it uses the classification of treatment in intensive care units (ICUs) as a second dimension of LDF (cf. table 5).
The FP/SE also has two dimensions. They are used for the main treatment and - in case of surgical treatment - for additional operation room procedures (cf. table 6).
Table
2:
Hierarchical Levels of HCFA-DRGs
Table
3:
Hierarchical Levels of AP-DRGs
Table
4:
Hierarchical Levels of APR-DRGs
Table
5:
Hierarchical Levels of the
Austrian LDF System
Table
6:
Hierarchical Levels of the
German FP/SE System
To point out the importance of additional criteria, we can have a look at other settings: it makes no sense, for instance, to define minimal datasets which contain only diagnoses in settings like rehabilitation, geriatry or psychiatry. In acute care, there are always elderly people or people with disabilities, which results in higher costs. Therefore it is essential to ask about the reasons for inhomogeneity in acute care, too.
The LDF system uses an ICU score per day based on TISS as additional classification criterion. For this criterion, a second grouping dimension was constructed (cf. table 3 above).
The FP/SE system uses some discharge types for cardiac and orthopaedic cases as grouping criteria:
In the FP/SE system, different cost weights are used according to whether a patient is treated by a hospital doctor or by a doctor from outside the hospital who only uses its infrastructure. (The costs of doctors are included in the German Flat Case Rates, in contrast to the American way where cost weights are calculated without doctors' costs.)
None of the systems uses information about treatment goals.
Variant | ICD-9-CM | Main Diagnosis | Secondary Diagnosis | Additional Secondary Diagnosis |
---|---|---|---|---|
(a) | 250.00 | Diabetes m. | Pneumonia | Septicaemia |
(b) | 486 | Pneumonia | Diabetes m. | Septicaemia |
(c) | 038.9 | Septicaemia | Pneumonia | Diabetes m. |
Table
7:
Coding Choices of an Example Case [9]
Variant | MDC | HCFA-DRG | Cost Weight | HCFA-DRG Label | AP-DRG | Cost Weight | AP-DRG Label |
---|---|---|---|---|---|---|---|
(a) | 10 | 294 | (0.75) | Diabetes Age > 35 |
566 | (2.62) | Endocrine, Nutritional and Metabolic Disorder Except Eating Disorder or CF with Major CC |
(b) | 4 | 89 | (1.19) | Simple Pneumonia and Pleurisy Age > 17 with CC |
541 | (2.46) | Respiratory Disorder except Infections, Bronchitis, Asthma with Major CC |
(c) | 18 | 416 | (1.53) | Septicaemia Age > 17 |
584 | (3.98) | Septicaemia with Major CC |
Table
8:
DRGs and Cost Weights of the Example Case
Variant | LDF | Points | Label of LDF | FP/SE |
---|---|---|---|---|
(a) | HDG 18.05 A | (28,779) | Diseases of the Pancreas | - |
(b) | HDG 05.03 B | (44,499) | Pneumonia and Bronchiolitis with Bronchoscopy | - |
HDG 05.03 C | (35,298) | Pneumonia and Bronchiolitis without Bronchoscopy Age > 69 | ||
(c) | HDG 16.05 B | (41,403) | Complicated Bacterial Infection with Main Diagnoses 038 (Septicaemia) | - |
Table
9:
LDF and FP/SE Groups of the Example Case
HCFA-DRG Cost Weights | 0.75 | 1.19 | 1.53 | ||
---|---|---|---|---|---|
(a) | (b) | (c) | |||
DRG 294 | 0.75 | (a) | 159% | 204% | |
DRG 89 | 1.19 | (b) | 63% | 129% | |
DRG 416 | 1.53 | (c) | 49% | 78% |
Table
10:
HCFA-DRG Cost Weight Proportions
AP-DRG Cost Weights | 2.62 | 2.46 | 3.98 | ||
---|---|---|---|---|---|
(a) | (b) | (c) | |||
DRG 566 | 2.62 | (a) | 94% | 152% | |
DRG 541 | 2.46 | (b) | 107% | 162% | |
DRG 584 | 3.96 | (c) | 66% | 62% |
Table
11:
AP-DRG Cost Weight Proportions
LDF Cost Weights | 28,779 | 44,499 | 35,298 | 41,403 | ||
---|---|---|---|---|---|---|
(a) | (b1) | (b2) | (c) | |||
HDG 18.05 A | 28,779 | (a) | 155% | 123% | 144% | |
HDG 05.03 B | 44,499 | (b1) | 65% | 79% | 93% | |
HDG 05.03 C | 35,298 | (b2) | 82% | 126% | 117% | |
HDG 16.05 B | 41,403 | (c) | 70% | 107% | 85% |
Table
12:
LDF Cost Weight Proportions
But instead of the integration of this temporal dimension into the hierarchy of the PCS groups, it would be more flexible to create a separate dimension for it.
The FP/SE system (with 94 FPs and 146 SEs) covers only part of all hospital cases. In 1996, 34% of the inpatient cases were remunerated through flat case rates (i.e. 21% of inpatient days or 23% of turnover). In some fields, higher proportions were achieved; for instance, 80% in cardiac surgery.
None of the systems is really capable of reflecting clinical severity of the illness. (Multimorbidity is only one facet of severity.) The information needed is already lacking in the minimal data set that is used.
It would be interesting to conduct the following test: doctors who have worked with a PCS for a sufficiently long period of time should classify their patients without using the grouper software. The difference between manual grouping and grouping by software would show the degree to which patient groups correspond with clinical thinking.
It is recommended that "figures components" of any PCS which was developed abroad should not be adopted.
The Austrian hospital financing system LKF, of which LDF is a part, is a good example to show which elements have to be defined for the integration into a remuneration system.
Remuneration System
for Inpatient Treatment
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Table
13:
General Remuneration System for "Inpatient Treatment"
Construction | FP/SE | LDF | HCFA-DRG | SR-DRG | AP-DRG | APR-DRG |
---|---|---|---|---|---|---|
Separability of the PCS elements: grouping structure / algorithms to calculate figures (e.g. cost weights) / value of the figures | 5 | 5 | 5 | 5 | 5 | 5 |
Clear hierarchies / possibilities for aggregations | 3- | -4 | 3-4 | -4 | 2-3 | 4 |
Multimorbidity | 1-2 | 2 | 2-3 | 3 | 3 | -4 |
Possibility of constructing clinical pathways | 4 | 3-4 | 3 | 3-4 | -3 | 3-4 |
Transparency of the building process of the groups | 5 | 4-5 | 3 | 3 | 3 | 2 |
Adequate definition of the "case" | 2 | 1 | 1 | 1 | 1 | 1 |
Contents | FP/SE | LDF | HCFA-DRG | SR-DRG | AP-DRG | APR-DRG |
Applicability in acute inpatient care | 4 | 4 | 4 | 4 | 4 | 4 |
Applicability to other settings | 1 | 1-2 | 1 | 1 | 1 | 1 |
Completeness | 2 | 5 | 5 | 5 | 5 | 5 |
Degree of graduation | 4 | 3 | 3 | 3-4 | 3-4 | 4 |
Clinical homogeneity | 3-4 | 3-4 | 2-3 | 2-3 | 2-3 | 3-4 |
Homogeneity of costs | 3-4? | 2-3? | 2-3 | 3 | 3 | 3-4 |
Application | FP/SE | LDF | HCFA-DRG | SR-DRG | AP-DRG | APR-DRG |
Error tolerance related to coding variants | 1 | 2 | 3 | 3 | 3 | 3 |
Error tolerance related to incomplete coding | 5 | 4 | 3 | 2-3 | 2-3 | 2 |
Acceptance of doctors | 3-4 | 3-4 | 3 | 3-4 | 3-4 | 4-5 |
Acceptance of nurses | 2 | 2 | 2 | 2 | 2 | 2 |
Acceptance of economists | 3 | 4 | 4-5 | 4 | 4 | 3-4 |
Maintenance secured | 2 | 3-4 | 5 | 1 | 4-5 | 3-4 |
Possibilities of utilisation | FP/SE | LDF | HCFA-DRG | SR-DRG | AP-DRG | APR-DRG |
Calculation of costs of cases | 4 | 3 | 3 | 3-4 | 3-4 | 4 |
Remuneration | 3-4 | 4 | 4 | 4 | 4 | 3-4 |
Business management | 2 | 4 | 4 | 4 | 4 | 4 |
Clinical management | 3 | 4 | 3 | 4 | 4 | 4-5 |
Performance declaration | 2 | 5 | 5 | 5 | 5 | 5 |
Benchmarking | 2-3 | 3-4 | 3-4 | 4 | 4 | 4-5 |
Performance contracts | 1 | 4 | 4 | 4 | 4 | 4-5 |
Planning of hospitals | 2 | 5 | 5 | 4 | 4 | 4 |
Epidemiological research | 2 | 3 | 3 | 3 | 3 | 3-4 |
Table
14:
Comparative PCS Evaluation
[1] Fetter RB, Brand A, Dianne G [Eds.]: DRGs, Their Design and Development. Health Administration Press, Ann Arbor 1991: 341 pp.
[2] Averill RF, Muldoon JH, Vertrees JC, Goldfield NI, Mullin RL, Fineran EC, Zhang MZ, Steinbeck B, Grant T: The Evolution of Case Mix Measurement Using Diagnosis Related Groups (DRGs). 3M HIS Working Paper 5-98. Wallingford 1998 (3M): 40 pp.
[3]
BMAGS-A:
Bundesministerium für Arbeit, Gesundheit und Soziales:
Leistungsorientierte Krankenanstaltenfinanzierung - LKF - Modell 1999.
Wien 1998 (BMAGS): 28 pp.
Internet: http:// www.bmg.gv.at / home / Schwerpunkte / Krankenanstalten /.
[4] Neubauer G, Demmler G, Eberhard G, Rehermann P: Erprobung der Fallklassifikation "Patient Management Categories" für Krankenhauspatienten; Ergebnisbericht. Baden-Baden 1992 (Nomos): ca. 360 pp.
[5] Neubauer G, Demmler G, Eberhard G: Erprobung der Fallklassifikation "Patient Management Categories" für Krankenhauspatienten; Anlagenbericht: Klinische Überprüfung der Plausibilität für die Bundesrepublik Deutschland. Baden-Baden 1992 (Nomos): 356 pp.
[6]
Fischer W:
Diagnosis Related Groups (DRGs) im Vergleich zu den Patientenklassifkationssystemen von Österreich und Deutschland
(A Comparison of PCS Construction Principles of the American DRGs, the Austrian LDF System, and the German FP/SE System).
Z/I/M, Wolfertswil 1999: 155 pp.
Internet: http:// www.fischer-zim.ch / studien / DRGs-im-Vergleich-9901-Info.htm.
[7] Eichhorn S, Neubauer G; Baugut G, Philippi M, Rehermann P: Leitfaden zur Einführung von Fallpauschalen und Sonderentgelten gemäss Bundespflegesatzverordnung 1995. Datenbedarf, Kalkulationsgrundlagen, Abrechnungsmodalitäten, Kostenausgliederung. Baden-Baden 1995 (Nomos): 210 pp.
[8] BMG-D: Bundesministerium für Gesundheit [Hrsg.]: Gutachten Weiterentwicklung der Fallpauschalen und Sonderentgelte nach der Bundespflegesatzverordnung: Bericht zu den Forschungsprojekten im Auftrag des Bundesministeriums für Gesundheit. Baden-Baden 1997 (Nomos).
[9] Steinum O: A Correct DRG Allocation Presupposes Correct Diagnoses. In: Proceedings of the 11th PCS/E International Working Conference. Oslo, 1995: 43-48.
[10]
Fischer W:
Comparison of Cost Weight Proportions of Different Patient Classification Systems.
In: Proceedings of the 13th PCS/E International Working Conference.
Florence, 1997: 230-234.
Internet: http:// www.fischer-zim.ch / paper-en / Cost-Weights-9710-PCSE.htm.
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