Clinical Data-Mining: Integrating Practice and Research by Irwin Epstein

By Irwin Epstein

Scientific Data-Mining (CDM) comprises the conceptualization, extraction, research, and interpretation of obtainable medical information for perform knowledge-building, medical decision-making and practitioner mirrored image. based upon the kind of information mined, CDM may be qualitative or quantitative; it's more often than not retrospective, yet can be meaningfully mixed with unique info assortment. Any examine technique that will depend on the contents of case files or info structures info unavoidably has boundaries, yet with right safeguards those might be minimized. between CDM's strengths although, are that it truly is unobtrusive, low-cost, provides little danger to investigate matters, and is ethically suitable with practitioner price commitments. whilst performed by way of practitioners, CDM yields conceptual in addition to data-driven perception into their very own perform- and program-generated questions. This pocket advisor, from a professional practice-based researcher, covers all of the fundamentals of carrying out practitioner-initiated CDM experiences or CDM doctoral dissertations, drawing generally on released CDM stories and accomplished CDM dissertations from a number of social paintings settings within the usa, Australia, Israel, Hong Kong and the uk. furthermore, it describes consulting ideas for researchers drawn to forging collaborative university-agency CDM partnerships, making it a pragmatic software for amateur practitioner-researchers and veteran academic-researchers alike. As such, this publication is a phenomenal consultant either for execs accomplishing practice-based study in addition to for social paintings school looking an evidence-informed method of practice-research integration.

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Extra info for Clinical Data-Mining: Integrating Practice and Research (Pocket Guides to Social Work Research Methods)

Sample text

Thus, EIP has the potential to be more inclusive, flexible, and less perfectionist than EBP and more empowering to practitioners. But it values all forms of practice-relevant research, RBP as well as PBR. My assumption, which has been supported by lots of unsolicited practitioner testimony, is that by teaching practitioners research ways of thinking as well as ways of engaging them in systematic information-gathering, analysis, and interpretation of information from their own practice helps practitioners become more mindful about what they actually do and about the outcomes they do and do not achieve.

Conceptually and technologically premature, DSPE did not capture the imaginations of macro-level practitioners or academic research educators who might have employed these as texts. DIFFERENTIAL CLINICAL EVALUATION Recognizing that most social agency administrators began their careers as direct services workers and that the majority of social work students were (and still are) microlevel students, Tripodi and I turned our attention to writing a parallel PBR text for “clinical” social workers, that is, those in direct practice with individual clients, families, or groups (Tripodi & Epstein, 1980).

2). Thus, in its methodological, structural, and cultural pluralism, it values all ways of knowing and seeking useful knowledge— everything from RCTs to qualitative case studies. Like Zeira & Rosen’s writings (1999, 2000), it values practice wisdom as well as researchbased knowledge, but unlike them, it positions practitioners as knowledge producers alongside academic researchers. Consequently, EIP rests on a full range of possible collaborative relationships between researchers and practitioners.

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