Clinical Data-Mining by Irwin Epstein
Clinical Data-Mining (CDM) involves the conceptualization, extraction, analysis, and interpretation of available clinical data for practice knowledge-building, clinical decision-making and practitioner reflection. Depending upon the type of data mined, CDM can be qualitative or quantitative; it is generally retrospective, but may be meaningfully combined with original data collection. Any research method that relies on the contents of case records or information systems data inevitably has limitations, but with proper safeguards these can be minimized. Among CDM's strengths however, are that it is unobtrusive, inexpensive, presents little risk to research subjects, and is ethically compatible with practitioner value commitments. When conducted by practitioners, CDM yields conceptual as well as data-driven insight into their own practice- and program-generated questions. This pocket guide, from a seasoned practice-based researcher, covers all the basics of conducting practitioner-initiated CDM studies or CDM doctoral dissertations, drawing extensively on published CDM studies and completed CDM dissertations from multiple social work settings in the United States, Australia, Israel, Hong Kong and the United Kingdom. In addition, it describes consulting principles for researchers interested in forging collaborative university-agency CDM partnerships, making it a practical tool for novice practitioner-researchers and veteran academic-researchers alike. As such, this book is an exceptional guide both for professionals conducting practice-based research as well as for social work faculty seeking an evidence-informed approach to practice-research integration.-
Using Complexity Theory for Research and Program Evaluation
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Needs Assessment
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Narrative Inquiry
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Systematic Reviews and Meta-Analysis
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Multilevel Thinking
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Multiple Regression with Discrete Dependent Variables
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Research with Diverse Groups
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Strategies to Approximate Random Sampling and Assignment
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Grounded Theory
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Developing Cross-Cultural Measurement in Social Work Research and Evaluation
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Practice Research in the Human Services
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Developing Cross Cultural Measurement
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Conducting Substance Use Research
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Key Concepts in Measurement
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A Social Justice Approach to Survey Design and Analysis
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Data Analysis with Small Samples and Non-Normal Data
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Randomized Controlled Trials
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Qualitative Methods for Practice Research
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Preparing Research Articles
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Participatory Action Research
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Determining Sample Size
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Conducting Research in Juvenile and Criminal Justice Settings
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Systematic Synthesis of Qualitative Research
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Structural Equation Modeling
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Finding and Evaluating Evidence
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Intervention Research
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Secondary Data Analysis
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Mixed Methods Research
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Analysis of Multiple Dependent Variables
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Policy Creation and Evaluation
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Quasi-Experimental Research Designs
This should be useful to social workers, doctoral students, and practitioners as well as allied health practitionersIt introduces the idea of CDM and the precess of developing a CDM study. * Doody's Notes *
Irwin Epstein, PhD, is Rehr Professor of Applied Social Work Research in the School of Social Work at Hunter College.
| SKU | Unavailable |
| ISBN 13 | 9780195335521 |
| ISBN 10 | 019533552X |
| Title | Clinical Data-Mining |
| Author | Irwin Epstein |
| Series | Pocket Guides To Social Work Research Methods |
| Condition | Unavailable |
| Binding Type | Paperback |
| Publisher | Oxford University Press Inc |
| Year published | 2009-11-12 |
| Number of pages | 240 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |