Home > Books > Clinical Data-Mining: Integrating Practice and Research
Clinical Data-Mining: Integrating Practice and Research
View PDF

Clinical Data-Mining: Integrating Practice and Research

Publication Year: 2009
Edition: 1st
Authors/Editor: Epstein, Irwin
Publisher: Oxford University Press (OUP)
ISBN: 978-0-195-33552-1
Doody's Star Rating®:  Score: 90
  • Description
  • Details

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.

  • Platform:
    Ovid
  • Publisher: Oxford University Press (OUP)
  • Product Type: Book
  • Author/Editor: Epstein, Irwin
  • ISBN: 978-0-195-33552-1
  • Specialty:
    Social Work
  • Language: English
  • Edition: 1st
  • Pages: 240
  • Illustrations: 0
  • Year: 2009
  • Doody's Star Rating®:  Score: 90

Free Instant Access
This Month

JOTM
Biomedical Research Grants—UberResearch NEW! UberResearch is a searchable database of awarded research funding that includes more than 600,000 indexed records. And now it's available on the Ovid® platform!
JOTM
The Philosopher's Index The Philosopher's Index is a bibliographic database with informative author-written abstracts covering scholarly research in the fifteen fields of philosophy, published in journals and books since 1940.
JOTM
Evidence-Based Practice Evidence-Based Practice is a quarterly journal focused on topics relevant to the daily practice of family medicine and includes content addressing timely and pertinent questions related to patient care.
JOTM
Stroke An official journal of the American Heart Association, Stroke publishes reports of clinical and basic investigation of any aspect of the cerebral circulation and its diseases from many disciplines.

Noteworthy

Doody's Featured Books
Shields' General Thoracic Surgery, 8th Edition
Your #1 resource for comprehensive coverage of both open and endoscopic surgical techniques, with commentary from more than 150 global experts in the field.

The Washington Manual of Echocardiography, 2nd Edition
Essential information you need to successfully perform and read echocardiograms, as well as to identify valvular heart disease, cardiac myopathies, and congenital anomalies.