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Integrating quantitative and qualitative approaches: an approach applied to the study of Intensive Care Presented by Ruth Kowalczyk
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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. Kings Fund Panel (1989)
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Why study Intensive Care? Little research done Expensive service Increasing demand Highly politicised mistakes
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Why study effectiveness? Within the NHS Within Intensive Care
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Performance measures Effectiveness Efficiency Customer satisfaction Staff satisfaction Growth
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Factors affecting ICU management ICU management Demand Workload Diagnostic diversity Effect of other units Case mix Location Resources Technology Unit size £ Staffing Work routine Personnel Personalities Policies Structure
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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?
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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?
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Answering the Research Questions Managerial effectiveness Comparing units Improving performance Impact of policy on practice Effect of structure on performance Statistical analyses & mathematical modeling
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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
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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
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Mixing Methods Quantitative methods Qualitative methods WhatHowWhy
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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.
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Limitations to DEA in complex situations Conflicting output measures Outputs or inputs? Low correlations Careful interpretation of results
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Intensive Care in context - Patient movement
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Integration of ICU within the Hospital ICU nurses as distinct sub-culture work knowledge relationship with doctors
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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.
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Quantitative & Qualitative methods Method Framework Ontology Realism Evaluative Research
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Evaluation research Key features of evaluation :- Value & Worth Real World Research Diversity
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Utilisation of research Involving stakeholders Context Process v. outcome Whose needs? Incremental Time span
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Key features of Realism Stratified Ontology Retroduction Mechanism in Context Outcome Emergence
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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. Kings Fund Panel, Intensive Care in the UK, Anaesthesia, 1989; 44: 428-31.
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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.
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