Literature DB >> 28197619

Evaluating a Modular Decision Support Application For Colorectal Cancer Screening.

Laura G Militello1, Julie B Diiulio, Morgan R Borders, Christen E Sushereba, Jason J Saleem, Donald Haverkamp, Thomas F Imperiale.   

Abstract

BACKGROUND: There is a need for health information technology evaluation that goes beyond randomized controlled trials to include consideration of usability, cognition, feedback from representative users, and impact on efficiency, data quality, and clinical workflow. This article presents an evaluation illustrating one approach to this need using the Decision-Centered Design framework.
OBJECTIVE: To evaluate, through a Decision-Centered Design framework, the ability of the Screening and Surveillance App to support primary care clinicians in tracking and managing colorectal cancer testing.
METHODS: We leveraged two evaluation formats, online and in-person, to obtain feedback from a range primary care clinicians and obtain comparative data. Both the online and in-person evaluations used mock patient data to simulate challenging patient scenarios. Primary care clinicians responded to a series of colorectal cancer-related questions about each patient and made recommendations for screening. We collected data on performance, perceived workload, and usability. Key elements of Decision-Centered Design include evaluation in the context of realistic, challenging scenarios and measures designed to explore impact on cognitive performance.
RESULTS: Comparison of means revealed increases in accuracy, efficiency, and usability and decreases in perceived mental effort and workload when using the Screening and Surveillance App.
CONCLUSION: The results speak to the benefits of using the Decision-Centered Design approach in the analysis, design, and evaluation of Health Information Technology. Furthermore, the Screening and Surveillance App shows promise for filling decision support gaps in current electronic health records.

Entities:  

Keywords:  Health information technology; cancer screening; colorectal cancer; decision support techniques; evaluation methodology

Mesh:

Year:  2017        PMID: 28197619      PMCID: PMC5373761          DOI: 10.4338/ACI-2016-09-RA-0152

Source DB:  PubMed          Journal:  Appl Clin Inform        ISSN: 1869-0327            Impact factor:   2.342


  21 in total

Review 1.  Evaluating computerised health information systems: hard lessons still to be learnt.

Authors:  Peter Littlejohns; Jeremy C Wyatt; Linda Garvican
Journal:  BMJ       Date:  2003-04-19

2.  Beyond the five-user assumption: benefits of increased sample sizes in usability testing.

Authors:  Laura Faulkner
Journal:  Behav Res Methods Instrum Comput       Date:  2003-08

3.  Visions and strategies to improve evaluation of health information systems. Reflections and lessons based on the HIS-EVAL workshop in Innsbruck.

Authors:  Elske Ammenwerth; Jytte Brender; Pirkko Nykänen; Hans-Ulrich Prokosch; Michael Rigby; Jan Talmon
Journal:  Int J Med Inform       Date:  2004-06-30       Impact factor: 4.046

4.  STARE-HI--Statement on reporting of evaluation studies in Health Informatics.

Authors:  Jan Talmon; Elske Ammenwerth; Jytte Brender; Nicolette de Keizer; Pirkko Nykänen; Michael Rigby
Journal:  Int J Med Inform       Date:  2008-10-18       Impact factor: 4.046

5.  Examining construct and predictive validity of the Health-IT Usability Evaluation Scale: confirmatory factor analysis and structural equation modeling results.

Authors:  Po-Yin Yen; Karen H Sousa; Suzanne Bakken
Journal:  J Am Med Inform Assoc       Date:  2014-02-24       Impact factor: 4.497

Review 6.  Evaluating informatics applications--some alternative approaches: theory, social interactionism, and call for methodological pluralism.

Authors:  B Kaplan
Journal:  Int J Med Inform       Date:  2001-11       Impact factor: 4.046

Review 7.  Evaluating informatics applications--clinical decision support systems literature review.

Authors:  B Kaplan
Journal:  Int J Med Inform       Date:  2001-11       Impact factor: 4.046

8.  Designing Colorectal Cancer Screening Decision Support: A Cognitive Engineering Enterprise.

Authors:  Laura G Militello; Jason J Saleem; Morgan R Borders; Christen E Sushereba; Donald Haverkamp; Steven P Wolf; Bradley N Doebbeling
Journal:  J Cogn Eng Decis Mak       Date:  2016-03

9.  Effect of physician recommendation and patient adherence on rates of colorectal cancer testing.

Authors:  P Brawarsky; D R Brooks; L A Mucci; P A Wood
Journal:  Cancer Detect Prev       Date:  2004

10.  Screening and surveillance for the early detection of colorectal cancer and adenomatous polyps, 2008: a joint guideline from the American Cancer Society, the US Multi-Society Task Force on Colorectal Cancer, and the American College of Radiology.

Authors:  Bernard Levin; David A Lieberman; Beth McFarland; Robert A Smith; Durado Brooks; Kimberly S Andrews; Chiranjeev Dash; Francis M Giardiello; Seth Glick; Theodore R Levin; Perry Pickhardt; Douglas K Rex; Alan Thorson; Sidney J Winawer
Journal:  CA Cancer J Clin       Date:  2008-03-05       Impact factor: 508.702

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  8 in total

1.  Decision-Centered Design of Patient Information Visualizations to Support Chronic Pain Care.

Authors:  Christopher A Harle; Julie DiIulio; Sarah M Downs; Elizabeth C Danielson; Shilo Anders; Robert L Cook; Robert W Hurley; Burke W Mamlin; Laura G Militello
Journal:  Appl Clin Inform       Date:  2019-09-25       Impact factor: 2.342

2.  Application of human factors to improve usability of clinical decision support for diagnostic decision-making: a scenario-based simulation study.

Authors:  Pascale Carayon; Peter Hoonakker; Ann Schoofs Hundt; Megan Salwei; Douglas Wiegmann; Roger L Brown; Peter Kleinschmidt; Clair Novak; Michael Pulia; Yudi Wang; Emily Wirkus; Brian Patterson
Journal:  BMJ Qual Saf       Date:  2019-11-27       Impact factor: 7.035

3.  Impact of Mobile Device-Based Clinical Decision Support Tool on Guideline Adherence and Mental Workload.

Authors:  Katherine M Richardson; Sarah D Fouquet; Ellen Kerns; Russell J McCulloh
Journal:  Acad Pediatr       Date:  2019-03-07       Impact factor: 3.107

4.  Development of a Mobile-Based Self-care Application for Patients with Breast Cancer-Related Lymphedema in Iran.

Authors:  Maryam Ahmadi; Seyedeh Nafiseh Shahrokhi; Morteza Khavaninzadeh; Jahanpour Alipour
Journal:  Appl Clin Inform       Date:  2022-10-05       Impact factor: 2.762

5.  Thinking Big About Small Adenomas: Moving Toward "Precision Surveillance".

Authors:  Thomas F Imperiale
Journal:  Am J Gastroenterol       Date:  2018-10-23       Impact factor: 10.864

6.  Mapping Patient Data to Colorectal Cancer Clinical Algorithms for Personalized Guideline-Based Treatment.

Authors:  Matthias Becker; Britta Böckmann; Karl-Heinz Jöckel; Martin Stuschke; Andreas Paul; Stefan Kasper; Isabel Virchow
Journal:  Appl Clin Inform       Date:  2020-03-18       Impact factor: 2.342

7.  Patients Are Knowledge Workers in the Clinical Information Space.

Authors:  Elizabeth Lerner Papautsky; Emily S Patterson
Journal:  Appl Clin Inform       Date:  2021-02-24       Impact factor: 2.342

Review 8.  Digital Health Interventions to Enhance Prevention in Primary Care: Scoping Review.

Authors:  Van C Willis; Kelly Jean Thomas Craig; Yalda Jabbarpour; Elisabeth L Scheufele; Yull E Arriaga; Monica Ajinkya; Kyu B Rhee; Andrew Bazemore
Journal:  JMIR Med Inform       Date:  2022-01-21
  8 in total

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