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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.
This book investigates the methodology of Clinical Data-Mining (CDM) as a bridge between daily clinical practice and systematic research knowledge-building. Irwin Epstein, a seasoned practice-based researcher, provides a framework for practitioners to utilize existing case records and information systems to inform clinical decision-making. The text argues that CDM offers an ethical, cost-effective, and unobtrusive method for practitioners to generate data-driven insights into their own professional environments. By synthesizing published studies and dissertations from diverse international settings, the author establishes a practical guide for integrating research into social work practice.
What You Will Find
Experts identify this work as a foundational text for social work faculty and students seeking to bridge the gap between academic research and clinical application. Readers frequently note the practical utility of the guide for those working within agency-based settings to improve program outcomes.
Page Count:
240
Publication Date:
2009-11-02
Publisher:
Oxford University Press
ISBN-10:
019533552X
ISBN-13:
9780195335521
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