Models for Business and Hospital Performance Analysis – Part I

Introduction

Hospital autonomy, new financing mechanisms and rising expectations for effectiveness create a need for systematic performance measurement. Diagnostic analysis links strategic objectives with measurable indicators and supports evidence-based management rather than intuition-only or purely retrospective reporting.

The article opens a three-part research sequence on models for business and hospital performance analysis and focuses on corporate frameworks whose logic can be adapted to the clinical, social and regulatory characteristics of healthcare organisations.

Concept and scope

A review of more than 300 publications identified 17 definitions of diagnostic/performance analysis. The common principle is the use of a multidimensional indicator system to measure progress toward organisational goals and support planning and management.

Diagnostic analysis simultaneously considers internal and external determinants, operational and strategic perspectives, achieved results and the organisational conditions that produce those results. This broad scope is essential in hospitals, where financial, clinical, human and regulatory dimensions interact.

Eight core tasks

1. evaluate achieved results;
2. evaluate resource use;
3. identify trends and regularities;
4. quantify internal and external influences;
5. assess implementation of strategic, business and operational plans;
6. identify reserves for development;
7. assess the economic justification of management decisions;
8. contribute to theory and practice through analytical generalisation.

Ten principal models and approaches

The review systematises 10 major corporate frameworks: Performance Measurement Matrix, SMART Pyramid, Results and Determinants Framework, Macro Process Model, Balanced Scorecard, EVITA, Performance Prism, Skandia, Skandia Navigator, and comprehensive questionnaires/lists such as those by R. J. Dixon and Michael Armstrong.

These approaches address different management problems: balance between financial and non-financial measures, cascading strategy to operations, distinguishing outcomes from determinants, analysing processes, incorporating stakeholders and recognising intangible and intellectual capital. Their comparative value lies in the combination of perspectives rather than the search for a single universally superior model.

Performance Measurement Matrix

Introduced in 1989, the matrix balances internal versus external and cost versus non-cost measures. Its main contribution is the principle of balance, while its limitation is insufficient flexibility for changing measurement priorities.

SMART Pyramid

SMART uses cascading measurement so that department-level and operational indicators reflect organisational vision and goals. This logic is directly relevant to hospitals where clinical and administrative measures need to align with strategy.

Balanced Scorecard and EVITA

Balanced Scorecard links financial and non-financial measures to strategy through four perspectives: finance, customers, internal processes, and innovation/learning. Its major contribution is the direct connection between indicators and strategy.

The review also identifies limitations for hospital use, including insufficient explicit attention to competition, workforce, suppliers, external environment and the local community. EVITA, developed at ABB, extends the logic to five dimensions and emphasises selecting the measures that best preserve a coherent picture of organisational performance and strategic stability.

Performance Prism

Performance Prism centres performance management on five interrelated perspectives: stakeholder satisfaction, strategies, processes, capabilities/resources and stakeholder contribution. Its stakeholder orientation is particularly relevant to healthcare organisations.

Skandia and intellectual capital

Skandia broadens organisational value beyond financial assets by incorporating intellectual capital. Organisational value is interpreted as a combination of financial capital and intellectual potential, with intellectual capital including human and structural components.

Skandia Navigator uses five dimensions covering financial, customer, human, process and renewal/development potential. For hospitals, this approach is relevant because staff competence, organisational knowledge and capacity for renewal are critical resources that conventional financial statements do not capture adequately.

Seven principles for hospital adaptation

1. link the framework to national or regional quality and management policy;
2. harmonise standards, measures and initiatives;
3. agree goals and benefits with stakeholders;
4. combine multiple information sources;
5. recognise behavioural and technical limitations;
6. prioritise improvement over inaccurate ranking;
7. seek performance problems primarily in systems and processes rather than individual competence alone.

Main contributions

• defines diagnostic analysis as a multidimensional management process;
• structures eight core analytical tasks;
• systematises ten corporate frameworks relevant to healthcare;
• emphasises balance among financial/non-financial, internal/external and strategic/operational measures;
• places strategy and stakeholders at the centre of indicator selection;
• formulates seven principles for hospital adaptation.

Conclusions

Corporate performance frameworks can support hospital management, but they require careful adaptation to the clinical, social and regulatory characteristics of healthcare organisations. The most useful models are those that connect strategy, processes, resources, outcomes and stakeholder interests and convert indicators into actionable management information.

Scientific Key Terms