Models for Business and Hospital Performance Analysis – Part II

Introduction

Hospital performance measurement is a core component of evidence-based management, but international practice is highly heterogeneous. A major review identified 111 different frameworks and methodologies across healthcare and related public systems. Because controlled evidence on management frameworks is limited, much of the available evidence comes from descriptive studies, national programmes, expert evaluations and real-world implementation experience.

Model selection is influenced by four contextual factors: the purpose of analysis, national culture, implementation method and intended use of results.

Aim

To systematise and compare major hospital-specific performance frameworks and assess whether they cover the clinical, organisational, resource and management dimensions required for comprehensive hospital analysis.

Canadian hospital models

The Ontario Hospital Association model from 1997 adapts Balanced Scorecard through four dimensions: customers, finance, internal business processes, and learning/development. Participation is voluntary, risk adjustment is used, confidentiality is protected, indicators are scientifically selected and reporting can occur at public, restricted, research and internal levels.

COMPAQH

The French COMPAQH model uses three dimensions: goal achievement, optimal resource use, and adaptation/innovation. It includes 42 indicators linked to eight national priorities, including pain management, continuity of care, iatrogenic risk, patient satisfaction, guideline adherence, human resources and access.

Quality Indicator Project

QIP includes approximately 2,000 participants. Participation is voluntary and confidential, reports are produced four times per year, and comparable hospitals are stratified using 40 characteristics. The model demonstrates that benchmarking is meaningful only when compared organisations are sufficiently similar.

WHO PATH

PATH covers six dimensions: clinical effectiveness, efficiency, staff orientation, responsive governance, safety and patient centredness. It contains 17 core indicators with 48 detailed measures and 24 tailored indicators with 47 detailed measures. Selection combines expert input, nominal-group technique, user assessment and pilot testing.

International programme scale

Indicator systems vary greatly: JCAHO — 5 areas/36 indicators; ACHS — 22 areas/308 indicators; mandatory BQS — 17 areas/169 indicators; Scotland — 7 areas/64 indicators; the Netherlands — 3 subgroups/39 indicators; Switzerland — 19 areas/118 indicators. Most are strongly oriented toward clinical quality rather than comprehensive hospital management.

Bulgarian benchmarking

A 2008 Bulgarian benchmarking project used nine indicator groups: medical activities, quality, finance, resource utilisation, clinical effectiveness, hospital safety, ICT, resource availability and access. A composite score applied weights at both group and indicator level, but published descriptions provided limited transparency on data collection and integration of staff and patient views.

Ministry of Health ranking

The 2008 Ministry of Health ranking used 10 indicators: beds, staff, average salary, revenue, expenditure, liabilities, discharged patients, occupancy, bed turnover and average length of stay. The leading positions were concentrated among roughly 30 hospitals, but the conceptual rationale for indicator selection and links to hospital strategy were unclear.

EUPHORIC

EUPHORIC (2003–2008) involved 15 institutions from 10 European countries plus Israel and proceeded through three phases: research/systematisation, pilot testing and dissemination. The first phase produced 54 outcome indicators. Its strength was international standardisation; its limitation was the predominantly clinical-outcome focus.

Main contributions

• systematises hospital performance frameworks from multiple health systems;
• compares concrete indicator-system sizes and structures;
• distinguishes clinical-quality models from comprehensive management frameworks;
• analyses Bulgarian benchmarking and ranking initiatives;
• identifies the absence of a unified national diagnostic-analysis framework;
• argues that future model development should incorporate hospital-management views and actual practice.

Conclusions

Most international hospital frameworks emphasise clinical effectiveness and quality, which is insufficient when the goal is comprehensive management diagnosis. A Bulgarian model should integrate clinical outcomes, resources, finance, workforce, patients, safety, information systems, external environment and strategic objectives and should be grounded in empirical study of real management practice.

Scientific Key Terms