Literature DB >> 11665944

Automated attention flags in chronic disease care planning.

J R Warren1, J T Noone, B J Smith, R Ruffin, P Frith, B J van der Zwaag, G V Beliakov, H K Frankel, H J McElroy.   

Abstract

OBJECTIVES: To assess the value of computerised decision support in the management of chronic respiratory disease by comparing agreement between three respiratory specialists, general practitioners (care coordinators), and decision support software.
METHODS: Care guidelines for two chronic obstructive pulmonary disease projects of the SA HealthPlus Coordinated Care Trial were formulated. Decision support software, Care Plan On-Line (CPOL), was created to represent the intent of these guidelines via automated attention flags to appear in patients' electronic medical records. For a random sample of 20 patients with care plans, decisions about the use of nine additional services (eg, smoking cessation, pneumococcal vaccination) were compared between the respiratory specialists, the patients' GPs and the CPOL attention flags.
RESULTS: Agreement among the specialists was at the lower end of moderate (intraclass correlation coefficient [ICC], 0.48; 95% CI, 0.39-0.56), with a 20% rate of contradictory decisions. Agreement with recommendations of specialists was moderate to poor for GPs (kappa, 0.49; 95% CI, 0.33-0.66) and moderate to good for CPOL (kappa, 0.72; 95% CI, 0.55-0.90). CPOL agreement with GPs was moderate to poor (kappa, 0.41; 95% CI, 0.24-0.58). GPs were less likely than specialists or CPOL to decide in favour of an additional service (P<0.001). CPOL was 87% accurate as an indicator of specialist decisions. It gave a 16% false-positive rate according to specialist decisions, and flagged 61% of decisions where GPs said No and specialists said Yes.
CONCLUSIONS: Automated decision support may provide GPs with improved access to the intent of guidelines; however, further investigation is required.

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Year:  2001        PMID: 11665944     DOI: 10.5694/j.1326-5377.2001.tb143588.x

Source DB:  PubMed          Journal:  Med J Aust        ISSN: 0025-729X            Impact factor:   7.738


  1 in total

1.  SA HealthPlus: a controlled trial of a statewide application of a generic model of chronic illness care.

Authors:  Malcolm Battersby; Peter Harvey; P David Mills; Elizabeth Kalucy; R G Pols; Peter A Frith; Peter McDonald; Adrian Esterman; George Tsourtos; Ronald Donato; Rodney Pearce; Christopher McGowan
Journal:  Milbank Q       Date:  2007       Impact factor: 4.911

  1 in total

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