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Alhasani R, George N, Radman D, Auger C, Ahmed S. Methodologies for Evaluating the Usability of Rehabilitation Technologies Aimed at Supporting Shared Decision-Making: Scoping Review. JMIR Rehabil Assist Technol 2023; 10:e41359. [PMID: 37581911 PMCID: PMC10466154 DOI: 10.2196/41359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 02/27/2023] [Accepted: 03/31/2023] [Indexed: 04/03/2023] Open
Abstract
BACKGROUND The field of rehabilitation has seen a recent rise in technologies to support shared decision-making (SDM). Usability testing during the design process of SDM technologies is needed to optimize adoption and realize potential benefits. There is variability in how usability is defined and measured. Given the complexity of usability, a thorough examination of the methodologies used to measure usability to develop the SDM technologies used in rehabilitation care is needed. OBJECTIVE This scoping review aims to answer the following research questions: which methods and measures have been used to produce knowledge about the usability of rehabilitation technologies aimed at supporting SDM at the different phases of development and implementation? Which parameters of usability have been measured and reported? METHODS This review followed the Arksey and O'Malley framework. An electronic search was performed in the Ovid MEDLINE, Embase, CINAHL, and PsycINFO databases from January 2005 up to November 2020. In total, 2 independent reviewers screened all retrieved titles, abstracts, and full texts according to the inclusion criteria and extracted the data. The International Organization for Standardization framework was used to define the scope of usability (effectiveness, efficiency, and satisfaction). The characteristics of the studies were outlined in a descriptive summary. Findings were categorized based on usability parameters, technology interventions, and measures of usability. RESULTS A total of 38 articles were included. The most common SDM technologies were web-based aids (15/33, 46%). The usability of SDM technologies was assessed during development, preimplementation, or implementation, using 14 different methods. The most frequent methods were questionnaires (24/38, 63%) and semistructured interviews (16/38, 42%). Satisfaction (27/38, 71%) was the most common usability parameter mapped to types of SDM technologies and usability evaluation methods. User-centered design (9/15, 60%) was the most frequently used technology design framework. CONCLUSIONS The results from this scoping review highlight the importance and the complexity of usability evaluation. Although various methods and measures were shown to be used to evaluate the usability of technologies to support SDM in rehabilitation, very few evaluations used in the included studies were found to adequately span the selected usability domains. This review identified gaps in usability evaluation, as most studies (24/38, 63%) relied solely on questionnaires rather than multiple methods, and most questionnaires simply focused on the usability parameter of satisfaction. The consideration of end users (such as patients and clinicians) is of particular importance for the development of technologies to support SDM, as the process of SDM itself aims to improve patient-centered care and integrate both patient and clinician voices into their rehabilitation care.
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Affiliation(s)
- Rehab Alhasani
- Department of Rehabilitation Sciences, College of Health and Rehabilitation Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Nicole George
- School of Physical and Occupation Therapy, Faculty of Medicine, McGill University, Montreal, QC, Canada
- Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal, Montreal, QC, Canada
| | - Dennis Radman
- School of Physical and Occupation Therapy, Faculty of Medicine, McGill University, Montreal, QC, Canada
- Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal, Montreal, QC, Canada
| | - Claudine Auger
- Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal, Montreal, QC, Canada
- Institut Universitaire sur la Réadaptation en Déficience Physique de Montréal, Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montreal, Montreal, QC, Canada
- School of Rehabilitation, Faculty of Medicine, University of Montreal, Montreal, QC, Canada
| | - Sara Ahmed
- School of Physical and Occupation Therapy, Faculty of Medicine, McGill University, Montreal, QC, Canada
- Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal, Montreal, QC, Canada
- Constance Lethbridge Rehabilitation Center, Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Ouest-de-l'Île-de-Montreal, Montreal, QC, Canada
- McGill University Health Center Research Institute, Centre for Health Outcomes Research, Montreal, QC, Canada
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Meunier PY, Raynaud C, Guimaraes E, Gueyffier F, Letrilliart L. Barriers and Facilitators to the Use of Clinical Decision Support Systems in Primary Care: A Mixed-Methods Systematic Review. Ann Fam Med 2023; 21:57-69. [PMID: 36690490 PMCID: PMC9870646 DOI: 10.1370/afm.2908] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 09/08/2022] [Accepted: 10/10/2022] [Indexed: 01/24/2023] Open
Abstract
PURPOSE To identify and quantify the barriers and facilitators to the use of clinical decision support systems (CDSSs) by primary care professionals (PCPs). METHODS A mixed-methods systematic review was conducted using a sequential synthesis design. PubMed/MEDLINE, PsycInfo, Embase, CINAHL, and the Cochrane library were searched in July 2021. Studies that evaluated CDSSs providing recommendations to PCPs and intended for use during a consultation were included. We excluded CDSSs used only by patients, described as concepts or prototypes, used with simulated cases, and decision supports not considered as CDSSs. A framework synthesis was performed according to the HOT-fit framework (Human, Organizational, Technology, Net Benefits), then a quantitative synthesis evaluated the impact of the HOT-fit categories on CDSS use. RESULTS A total of 48 studies evaluating 45 CDSSs were included, and 186 main barriers or facilitators were identified. Qualitatively, barriers and facilitators were classified as human (eg, perceived usefulness), organizational (eg, disruption of usual workflow), and technological (eg, CDSS user-friendliness), with explanatory elements. The greatest barrier to using CDSSs was an increased workload. Quantitatively, the human and organizational factors had negative impacts on CDSS use, whereas the technological factor had a neutral impact and the net benefits dimension a positive impact. CONCLUSIONS Our findings emphasize the need for CDSS developers to better address human and organizational issues, in addition to technological challenges. We inferred core CDSS features covering these 3 factors, expected to improve their usability in primary care.
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Affiliation(s)
- Pierre-Yves Meunier
- Collège universitaire de médecine générale, Université Claude Bernard Lyon 1, Lyon, France
- Research on Healthcare Performance (RESHAPE), INSERM U1290, Université Claude Bernard Lyon 1, Lyon, France
| | - Camille Raynaud
- Collège universitaire de médecine générale, Université Claude Bernard Lyon 1, Lyon, France
| | - Emmanuelle Guimaraes
- Collège universitaire de médecine générale, Université Claude Bernard Lyon 1, Lyon, France
| | - François Gueyffier
- Laboratoire de biométrie et biologie évolutive, département biostatistiques et modélisation pour la santé et l'environnement, CNRS UMR5558, Université Claude Bernard Lyon 1, Lyon, France
- Fédération de Recherche Santé Lyon Est, PAM Santé Publique, Hospices Civils de Lyon, Lyon, France
| | - Laurent Letrilliart
- Collège universitaire de médecine générale, Université Claude Bernard Lyon 1, Lyon, France
- Research on Healthcare Performance (RESHAPE), INSERM U1290, Université Claude Bernard Lyon 1, Lyon, France
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Jones EK, Hultman G, Schmoke K, Ninkovic I, Dodge S, Bahr M, Melton GB, Marquard J, Tignanelli CJ. Combined Expert and User-Driven Usability Assessment of Trauma Decision Support Systems Improves User-Centered Design. Surgery 2022; 172:1537-1548. [PMID: 36031451 DOI: 10.1016/j.surg.2022.05.037] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 05/11/2022] [Accepted: 05/30/2022] [Indexed: 11/20/2022]
Abstract
BACKGROUND Trauma clinical decision support systems improve adherence with evidence-based practice but suffer from poor usability and the lack of a user-centered design. The objective of this study was to compare the effectiveness of user and expert-driven usability testing methods to detect usability issues in a rib fracture clinical decision support system and identify guiding principles for trauma clinical decision support systems. METHODS A user-driven and expert-driven usability investigation was conducted using a clinical decision support system developed for patients with rib fractures. The user-driven usability evaluation was as follows: 10 clinicians were selected for simulation-based usability testing using snowball sampling, and each clinician completed 3 simulations using a video-conferencing platform. End-users participated in a novel team-based approach that simulated realistic clinical workflows. The expert-driven heuristic evaluation was as follows: 2 usability experts conducted a heuristic evaluation of the clinical decision support system using 10 common usability heuristics. Usability issues were identified, cataloged, and ranked for severity using a 4-level ordinal scale. Thematic analysis was utilized to categorize the identified usability issues. RESULTS Seventy-nine usability issues were identified; 63% were identified by experts and 48% by end-users. Notably, 58% of severe usability issues were identified by experts alone. Only 11% of issues were identified by both methods. Five themes were identified that could guide the design of clinical decision support systems-transparency, functionality and integration into workflow, automated and noninterruptive, flexibility, and layout and appearance. Themes were preferentially identified by different methods. CONCLUSION We found that a dual-method usability evaluation involving usability experts and end-users drastically improved detection of usability issues over single-method alone. We identified 5 themes to guide trauma clinical decision support system design. Performing usability testing via a remote video-conferencing platform facilitated multi-site involvement despite a global pandemic.
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Affiliation(s)
- Emma K Jones
- Department of Surgery, University of Minnesota, Minneapolis, MN.
| | - Gretchen Hultman
- Institute for Health Informatics, University of Minnesota, Minneapolis, MN
| | - Kristine Schmoke
- Veterans Health Administration, Department of Veterans Affairs, Washington, DC
| | | | - Sarah Dodge
- Fairview Health Services IT, Minneapolis, MN
| | - Matthew Bahr
- Trauma Services, Fairview Health Services, Minneapolis, MN
| | - Genevieve B Melton
- Department of Surgery, University of Minnesota, Minneapolis, MN; Institute for Health Informatics, University of Minnesota, Minneapolis, MN; Fairview Health Services IT, Minneapolis, MN; Center for Learning Health System Sciences, University of Minnesota, Minneapolis, MN
| | - Jenna Marquard
- School of Nursing, University of Minnesota, Minneapolis, MN
| | - Christopher J Tignanelli
- Department of Surgery, University of Minnesota, Minneapolis, MN; Institute for Health Informatics, University of Minnesota, Minneapolis, MN; Center for Learning Health System Sciences, University of Minnesota, Minneapolis, MN
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Chowdhary K, Yu DX, Pramana G, Mesoros M, Fairman A, Dicianno BE, Parmanto B. User-Centered Design to Enhance mHealth Systems for Individuals With Dexterity Impairments: Accessibility and Usability Study. JMIR Hum Factors 2022; 9:e23794. [PMID: 35200144 PMCID: PMC8914790 DOI: 10.2196/23794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2020] [Revised: 12/23/2020] [Accepted: 08/02/2021] [Indexed: 11/20/2022] Open
Abstract
Background Mobile health systems have been shown to be useful in supporting self-management by promoting adherence to schedules and longitudinal health interventions, especially in people with disabilities. The Interactive Mobile Health and Rehabilitation (iMHere) system was developed to empower people with disabilities and those with chronic conditions with supports needed for self-management and independent living. Since the first iteration of the iMHere 1.0 app, several studies have evaluated the accessibility and usability of the system. Potential opportunities to improve and simplify the user interface were identified, and the iMHere modules were redesigned accordingly. Objective In this study, we aim to evaluate the usability of the redesigned modules within the iMHere 1.0 app. Methods We evaluated the original and redesigned iMHere modules—MyMeds and SkinCare. The Purdue Pegboard Test was administered to assess the participants’ dexterity levels. Participants were then asked to perform a set of tasks using both the original and redesigned MyMeds and SkinCare modules to assess their efficiency and effectiveness. Usability was measured using the Telehealth Usability Questionnaire to evaluate 10 new accessibility features that were added to the redesigned app. Participants were also asked which version they preferred. Results In total, 24 participants with disabilities and varying degrees of dexterity impairments completed the entire study protocol. Participants displayed improved efficiency and effectiveness when using the redesigned modules compared with the original modules. The participants also reported improved usability and preferred the redesigned modules. Conclusions This study demonstrated that the iMHere system became more efficient, effective, and usable for individuals with dexterity impairments after redesigning it according to user-centered principles.
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Affiliation(s)
- Kuntal Chowdhary
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Daihua Xie Yu
- Department of Health Information Management, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, PA, United States
| | - Gede Pramana
- Department of Health Information Management, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, PA, United States
| | - Matthew Mesoros
- Human Engineering Research Laboratories, Department of Veterans Affairs, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA, United States
| | - Andrea Fairman
- Occupational Therapy Doctorate Program, Johnson & Wales University, Providence, RI, United States
| | - Brad Edward Dicianno
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States.,Human Engineering Research Laboratories, Department of Veterans Affairs, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA, United States
| | - Bambang Parmanto
- Department of Health Information Management, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, PA, United States
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Lawani MA, Turgeon Y, Côté L, Légaré F, Witteman HO, Morin M, Kroger E, Voyer P, Rodriguez C, Giguere A. User-centered and theory-based design of a professional training program on shared decision-making with older adults living with neurocognitive disorders: a mixed-methods study. BMC Med Inform Decis Mak 2021; 21:59. [PMID: 33596874 PMCID: PMC7888116 DOI: 10.1186/s12911-021-01396-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 01/13/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND We know little about the best approaches to design training for healthcare professionals. We thus studied how user-centered and theory-based design contribute to the development of a distance learning program for professionals, to increase their shared decision-making (SDM) with older adults living with neurocognitive disorders and their caregivers. METHODS In this mixed-methods study, healthcare professionals who worked in family medicine clinics and homecare services evaluated a training program in a user-centered approach with several iterative phases of quantitative and qualitative evaluation, each followed by modifications. The program comprised an e-learning activity and five evidence summaries. A subsample assessed the e-learning activity during semi-structured think-aloud sessions. A second subsample assessed the evidence summaries they received by email. All participants completed a theory-based questionnaire to assess their intention to adopt SDM. Descriptive statistical analyses and qualitative thematic analyses were integrated at each round to prioritize training improvements with regard to the determinants most likely to influence participants' intention. RESULTS Of 106 participants, 98 completed their evaluations of either the e-learning activity or evidence summary (93%). The professions most represented were physicians (60%) and nurses (15%). Professionals valued the e-learning component to gain knowledge on the theory and practice of SDM, and the evidence summaries to apply the knowledge gained through the e-learning activity to diverse clinical contexts. The iterative design process allowed addressing most weaknesses reported. Participants' intentions to adopt SDM and to use the summaries were high at baseline and remained positive as the rounds progressed. Attitude and social influence significantly influenced participants' intention to use the evidence summaries (P < 0.0001). Despite strong intention and the tailoring of tools to users, certain factors external to the training program can still influence the effective use of these tools and the adoption of SDM in practice. CONCLUSIONS A theory-based and user-centered design approach for continuing professional development interventions on SDM with older adults living with neurocognitive disorders and their caregivers appeared useful to identify the most important determinants of learners' intentions to use SDM in their practice, and validate our initial interpretations of learners' assessments during the subsequent evaluation round.
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Affiliation(s)
- Moulikatou Adouni Lawani
- Laval University, Pavillon Ferdinand-Vandry, Room 2881, 1050 avenue de la Médecine, Quebec, QC G1V 0A6 Canada
| | - Yves Turgeon
- CISSS de la Gaspésie – Service externe de gériatrie ambulatoire, 455 rue Mgr Ross Est, Chandler, QC G0C 1K0 Canada
| | - Luc Côté
- Laval University, Pavillon Ferdinand-Vandry, Room 1323, 1050 avenue de la Médecine, Quebec, QC G1V 0A6 Canada
| | - France Légaré
- VITAM Research Centre on Sustainable Health, Pavillon Landry-Poulin, Pavillon Landry-Poulin, Door A-1-2, 4th floor, Room 4578, 2525 Chemin de la Canardière, Québec, QC G1J 0A4 Canada
| | - Holly O. Witteman
- Laval University, Pavillon Ferdinand-Vandry, Room 2881, 1050 avenue de la Médecine, Quebec, QC G1V 0A6 Canada
| | - Michèle Morin
- Laval University, Pavillon Ferdinand-Vandry, room 4211, 1050 avenue de la Médecine, Quebec, QC G1V 0A6 Canada
| | - Edeltraut Kroger
- Quebec Excellence Centre in Aging, St-Sacrement Hospital, 1050 chemin Ste-Foy, Quebec, QC G1S 4L8 Canada
| | - Philippe Voyer
- Pavillon Ferdinand-Vandry, Room 3445, 1050 avenue de la Médecine, Quebec, QC G1V 0A6 Canada
| | - Charo Rodriguez
- Departmentof Family Medicine, McGill University, 5858 chemin de la Côte-des-Neiges, 3rd floor, Montreal, QC H3S 1Z1 Canada
| | - Anik Giguere
- VITAM Research Centre on Sustainable Health, Pavillon Landry-Poulin, Door A-1-2, 2nd floor, Room 2416, 2525 Chemin de la Canardière, Québec, QC G1J 0A4 Canada
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Chaudhry AP, Samudrala S, Lopez-Jimenez F, Shellum JL, Nishimura RA, Chaudhry R, Liu H, Arruda-Olson AM. Provider Survey on Automated Clinical Decision Support System for Cardiovascular Risk Assessment. AMIA JOINT SUMMITS ON TRANSLATIONAL SCIENCE PROCEEDINGS. AMIA JOINT SUMMITS ON TRANSLATIONAL SCIENCE 2019; 2019:64-71. [PMID: 31258957 PMCID: PMC6568091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Despite progress made in establishing primary and secondary preventive strategies for cardiovascular diseases, there are significant gaps between guideline recommended strategies and implementation of recommendations in practice. A clinical decision support (CDS) system entitled CV Risk Profile was developed at Mayo Clinic Rochester as a targeted solution for this gap in preventive cardiovascular care. The system remained in use for 10 years until it became non-functional in 2018 during transition to a new electronic health record (EHR). This study investigated provider opinions regarding the cardiovascular disease CDS system while it was still in operation, to determine if there exists a provider reported need for a similar system to be developed for use within the new EHR.
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Chaudhry AP, Samudrala S, Lopez-Jimenez F, Shellum JL, Nishimura RA, Chaudhry R, Liu H, Arruda-Olson AM. Provider Survey on Automated Clinical Decision Support for Cardiovascular Risk Assessment. Mayo Clin Proc Innov Qual Outcomes 2019; 3:23-29. [PMID: 30899905 PMCID: PMC6410336 DOI: 10.1016/j.mayocpiqo.2018.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE To investigate provider opinions regarding a clinical decision support (CDS) system for cardiovascular risk assessment and for the creation of a replacement system. METHODS From March to April 2018, an invitation letter with a link to a self-administered web-based survey was sent via e-mail to 279 providers with primary appointment in the Department of Cardiovascular Medicine, Mayo Clinic, Rochester. The e-mail was sent to providers on March 8, 2018 and the survey closed on April 16, 2018. RESULTS One hundred providers responded to the survey yielding an overall response rate of 35.8%. Of these, 52 (52%) indicated they had used the cardiovascular (CV) risk profile CDS system and were classified as users and prompted to continue the survey. Among users, 42 (80.8%) indicated use of the CDS was either important (25; 48.1%) or very important (17; 32.7%) in their clinical practice; 45 (86.5%) responded that the system was very easy (17; 32.7%) or easy (28; 53.8%) to use. In addition, 48 (96.0%) users indicated that the CV risk profile supported their thought process at the point-of-care; 47 (97.9%) users indicated similar functionalities should be implemented into the new electronic health record system and 41 (85.4%) users reported new functionalities should also be incorporated. CONCLUSIONS For most users, the CDS system was easy to use and supported clinical thought process at the point-of-care. Users also felt their practice was supported and should continue to be supported by CDS systems providing individualized patient information at the point-of-care.
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Affiliation(s)
- Alisha P. Chaudhry
- Department of Cardiovascular Medicine, Mayo Clinic and Mayo Foundation, Rochester, MN
| | - Sujith Samudrala
- Department of Cardiovascular Medicine, Mayo Clinic and Mayo Foundation, Rochester, MN
| | | | - Jane L. Shellum
- Center for Translational Informatics and Knowledge Management, Mayo Clinic and Mayo Foundation, Rochester, MN
| | - Rick A. Nishimura
- Department of Cardiovascular Medicine, Mayo Clinic and Mayo Foundation, Rochester, MN
- Center for Translational Informatics and Knowledge Management, Mayo Clinic and Mayo Foundation, Rochester, MN
| | - Rajeev Chaudhry
- Department of Internal Medicine and Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic and Mayo Foundation, Rochester, MN
| | - Hongfang Liu
- Department of Health Science Research, Mayo Clinic and Mayo Foundation, Rochester, MN
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Furberg RD, Williams P, Bagwell J, LaBresh K. A Mobile Clinical Decision Support Tool for Pediatric Cardiovascular Risk-Reduction Clinical Practice Guidelines: Development and Description. JMIR Mhealth Uhealth 2017; 5:e29. [PMID: 28270384 PMCID: PMC5378042 DOI: 10.2196/mhealth.6291] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Revised: 11/28/2016] [Accepted: 12/22/2016] [Indexed: 11/29/2022] Open
Abstract
Background Widespread application of research findings to improve patient outcomes remains inadequate, and failure to routinely translate research findings into daily clinical practice is a major barrier for the implementation of any evidence-based guideline. Strategies to increase guideline uptake in primary care pediatric practices and to facilitate adherence to recommendations are required. Objective Our objective was to operationalize the US National Heart, Lung, and Blood Institute’s Integrated Guidelines for Cardiovascular Health and Risk Reduction in Children and Adolescents into a mobile clinical decision support (CDS) system for healthcare providers, and to describe the process development and outcomes. Methods To overcome the difficulty of translating clinical practice guidelines into a computable form that can be used by a CDS system, we used a multilayer framework to convert the evidence synthesis into executable knowledge. We used an iterative process of design, testing, and revision through each step in the translation of the guidelines for use in a CDS tool to support the development of 4 validated modules: an integrated risk assessment; a blood pressure calculator; a body mass index calculator; and a lipid management instrument. Results The iterative revision process identified several opportunities to improve the CDS tool. Operationalizing the integrated guideline identified numerous areas in which the guideline was vague or incorrect and required more explicit operationalization. Iterative revisions led to workable solutions to problems and understanding of the limitations of the tool. Conclusions The process and experiences described provide a model for other mobile CDS systems that translate written clinical practice guidelines into actionable, real-time clinical recommendations.
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Affiliation(s)
- Robert D Furberg
- Digital Health and Clinical Informatics, RTI International, Research Triangle Park, NC, United States
| | - Pamela Williams
- Center for Communication Science, RTI International, Research Triangle Park, NC, United States
| | - Jacqueline Bagwell
- Digital Health and Clinical Informatics, RTI International, Research Triangle Park, NC, United States
| | - Kenneth LaBresh
- Division for Health Services and Social Policy Research, RTI International, Research Triangle Park, NC, United States
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