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Integrating quantitative and qualitative approaches: an approach applied to the study of
Intensive Care
Presented by Ruth Kowalczyk
Intensive Care
“ A service for patients with potentially recoverable diseases who can benefit from more detailed observation and treatment than is generally available in the standard wards and departments.”
King’s Fund Panel (1989)
Why study Intensive Care?
• Little research done
• Expensive service
• Increasing demand
• Highly politicised mistakes
Why study effectiveness?
• Within the NHS
• Within Intensive Care
Performance measures
• Effectiveness
• Efficiency
• Customer satisfaction
• Staff satisfaction
• Growth
Factors affecting ICU management
ICU management
Demand
Workload
Diagnostic diversity
Effect of other units
Case mix
LocationResources
Technology
Unit size
£
Staffing
Work routinePersonnel
Personalities
PoliciesStructure
Research Questions
• What does managerial effectiveness actually mean to intensive care?
• Is there a way to compare units with others like themselves?
• Can the performance of a unit be improved by adopting the policies or practices of another unit?
Research Questions
• How do the policies of a unit affect the practices of the unit staff?
• How does the management structure of a unit affect its performance?
Answering the Research Questions
Managerial effectiveness
Comparing units
Improving performance
Impact of policy on practice
Effect of structure on performance
Statistical analyses & mathematical modeling
Answering the Research Questions
Managerial effectiveness
Comparing units
Improving performance
Impact of policy on practice
Effect of structure on performance
Observation & interviewing
Statistical analyses & mathematical modelling
Mixing Methods
• Qualitative methods – as a prerequisite to quantitative methods
– to supplement quantitative methods
– to examine areas not amenable to
quantitative methods
Pope & Mays, 1995
Mixing Methods
Quantitative methods Qualitative methods
What How Why
Quantitative & Qualitative methods
• Correlation, ANOVA and regression
• Data Envelopment Analysis
• Case study, including – Observational study
– Semi-structured interviews.
• Semi-structured interviews in 4 ICUs identified by quantitative analysis.
Limitations to DEA in complex situations
• Conflicting output measures
• Outputs or inputs?
• Low correlations
Careful interpretation of results
Intensive Care in context - Patient movement
AE DGH
Other ICUsICU
HDU
Surgery Medic ine
Patient movement Crucial l ink
Integration of ICU within the Hospital
• ICU nurses as distinct sub-culture
ICU
• work• knowledge• relationship with doctors
Integration of ICU within the Hospital
• An integrated unit is more likely to have– better patient survival,
– more transfers out,
– ability to maintain occupancy standards,
– nurse post-basic training,
– no intercollegiate recognition.
Quantitative & Qualitative methods
Method
Framework
Ontology Realism
Evaluative Research
Evaluation research
Key features of evaluation :-
• Value & Worth
• Real World Research
• Diversity
Utilisation of research
• Involving stakeholders
• Context
• Process v. outcome
• Whose needs?
• Incremental
• Time span
Key features of Realism
• Stratified Ontology
• Retroduction
• Mechanism in Context Outcome
• Emergence
References
• Pope C. & Mays N., Reaching the parts other methods cannot reach: an introduction to qualitative methods in health and health services research, BMJ, 1995; 311: 42-5.
• King’s Fund Panel, Intensive Care in the UK, Anaesthesia, 1989; 44: 428-31.
Other Useful References
• Mingers J., The contribution of critical realism as an underpinning philosophy for OR/MS and systems, JORS, Vol. 51, No. 11, November 2000.
• Pawson R. & Tilley N., Realistic Evaluation, 1997, Sage, London.
• Robson J., Real World Research: A resource for social scientists and practitioner researchers, 1993, Blackwells, Oxford.
• Sayer A., Realism and Social Science, 2000 , Sage, London.