Literature DB >> 17710501

Using decision tree models to depict primary care physicians CRC screening decision heuristics.

Sarah B Wackerbarth1, Yelena N Tarasenko, Laurel A Curtis, Jennifer M Joyce, Steven A Haist.   

Abstract

OBJECTIVE: The purpose of this study was to identify decision heuristics utilized by primary care physicians in formulating colorectal cancer screening recommendations.
DESIGN: Qualitative research using in-depth semi-structured interviews. PARTICIPANTS: We interviewed 66 primary care internists and family physicians evenly drawn from academic and community practices. A majority of physicians were male, and almost all were white, non-Hispanic. APPROACH: Three researchers independently reviewed each transcript to determine the physician's decision criteria and developed decision trees. Final trees were developed by consensus. The constant comparative methodology was used to define the categories.
RESULTS: Physicians were found to use 1 of 4 heuristics ("age 50," "age 50, if family history, then earlier," "age 50, if family history, then screen at age 40," or "age 50, if family history, then adjust relative to reference case") for the timing recommendation and 5 heuristics ["fecal occult blood test" (FOBT), "colonoscopy," "if not colonoscopy, then...," "FOBT and another test," and "a choice between options"] for the type decision. No connection was found between timing and screening type heuristics.
CONCLUSIONS: We found evidence of heuristic use. Further research is needed to determine the potential impact on quality of care.

Entities:  

Mesh:

Year:  2007        PMID: 17710501      PMCID: PMC2305850          DOI: 10.1007/s11606-007-0338-6

Source DB:  PubMed          Journal:  J Gen Intern Med        ISSN: 0884-8734            Impact factor:   5.128


  7 in total

1.  Barriers to colorectal cancer screening: a comparison of reports from primary care physicians and average-risk adults.

Authors:  Carrie N Klabunde; Sally W Vernon; Marion R Nadel; Nancy Breen; Laura C Seeff; Martin L Brown
Journal:  Med Care       Date:  2005-09       Impact factor: 2.983

2.  Predictors of stage of adoption for colorectal cancer screening.

Authors:  G A Brenes; E D Paskett
Journal:  Prev Med       Date:  2000-10       Impact factor: 4.018

3.  Factors associated with colon cancer screening: the role of patient factors and physician counseling.

Authors:  Christina C Wee; Ellen P McCarthy; Russell S Phillips
Journal:  Prev Med       Date:  2004-12-29       Impact factor: 4.018

4.  Physician colorectal cancer screening recommendations: an examination based on informed decision making.

Authors:  Sarah B Wackerbarth; Yelena N Tarasenko; Jennifer M Joyce; Steven A Haist
Journal:  Patient Educ Couns       Date:  2006-11-13

5.  Colorectal cancer screening attitudes and behavior: a population-based study.

Authors:  Nancy K Janz; Patricia A Wren; David Schottenfeld; Kenneth E Guire
Journal:  Prev Med       Date:  2003-12       Impact factor: 4.018

6.  Identifying opportunities for improved colorectal cancer screening in primary care.

Authors:  Parita Patel; Samuel N Forjuoh; Andrejs Avots-Avotins; Tushar Patel
Journal:  Prev Med       Date:  2004-08       Impact factor: 4.018

Review 7.  Colorectal cancer screening: scientific review.

Authors:  Judith M E Walsh; Jonathan P Terdiman
Journal:  JAMA       Date:  2003-03-12       Impact factor: 56.272

  7 in total
  1 in total

1.  Parental explicit heuristics in decision-making for children with life-threatening illnesses.

Authors:  Chris B Renjilian; James W Womer; Karen W Carroll; Tammy I Kang; Chris Feudtner
Journal:  Pediatrics       Date:  2013-01-14       Impact factor: 7.124

  1 in total

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