{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,10]],"date-time":"2025-11-10T08:10:57Z","timestamp":1762762257179,"version":"3.41.2"},"reference-count":77,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2024,9,18]],"date-time":"2024-09-18T00:00:00Z","timestamp":1726617600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Digit. Health"],"abstract":"<jats:sec><jats:title>Background<\/jats:title><jats:p>Childhood and adolescent obesity are persistent public health issues in the United States. Childhood obesity Electronic Health Record (EHR) tools strengthen provider-patient relationships and improve outcomes, but there are currently limited EHR tools that are linked to adolescent mHealth apps. This study is part of a larger study entitled, CommitFit, which features both an adolescent-targeted mobile health application (mHealth app) and an ambulatory EHR tool. The CommitFit mHealth app was designed to be paired with the CommitFit EHR tool for integration into clinical spaces for shared decision-making with patients and clinicians.<\/jats:p><\/jats:sec><jats:sec><jats:title>Objectives<\/jats:title><jats:p>The objective of this sub-study was to identify the functional and design needs and preferences of healthcare clinicians and professionals for the development of the CommitFit EHR tool, specifically as it relates to childhood and adolescent obesity management.<\/jats:p><\/jats:sec><jats:sec><jats:title>Methods<\/jats:title><jats:p>We utilized a user-centered design process with a mixed-method approach. Focus groups were used to assess current in-clinic practices, deficits, and general beliefs and preferences regarding the management of childhood and adolescent obesity. A pre- and post-focus group survey helped assess the perception of the design and functionality of the CommitFit EHR tool and other obesity clinic needs. Iterative design development of the CommitFit EHR tool occurred throughout the process.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>A total of 12 healthcare providers participated throughout the three focus group sessions. Two themes emerged regarding EHR design: (1) Functional Needs, including Enhancing Clinical Practices and Workflow, and (2) Visualization, including Colors and Graphs. Responses from the surveys (<jats:italic>n<\/jats:italic>\u2009=\u200952) further reflect the need for <jats:italic>Functionality<\/jats:italic> and <jats:italic>User-Interface Design<\/jats:italic> by clinicians. Clinicians want the CommitFit EHR tool to enhance in-clinic adolescent lifestyle counseling, be easy to use, and presentable to adolescent patients and their caregivers. Additionally, we found that clinicians preferred colors and graphs that improved readability and usability. During each step of feedback from focus group sessions and the survey, the design of the CommitFit EHR tool was updated and co-developed by clinicians in an iterative user-centered design process.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusion<\/jats:title><jats:p>More research is needed to explore clinician actual user analytics for the CommitFit EHR tool to evaluate real-time workflow, design, and function needs. The effectiveness of the CommitFit mHealth and EHR tool as a weight management intervention needs to be evaluated in the future.<\/jats:p><\/jats:sec>","DOI":"10.3389\/fdgth.2024.1396085","type":"journal-article","created":{"date-parts":[[2024,9,18]],"date-time":"2024-09-18T05:10:48Z","timestamp":1726636248000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["The user-centered design and development of a childhood and adolescent obesity Electronic Health Record tool, a mixed-methods study"],"prefix":"10.3389","volume":"6","author":[{"given":"K. Taylor","family":"Bosworth","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Parijat","family":"Ghosh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lauren","family":"Flowers","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rachel","family":"Proffitt","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Richelle J.","family":"Koopman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aneesh K.","family":"Tosh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gwen","family":"Wilson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amy S.","family":"Braddock","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1965","published-online":{"date-parts":[[2024,9,18]]},"reference":[{"key":"B1","first-page":"158","volume-title":"National Health and Nutrition Examination Survey 2017\u2013March 2020 Prepandemic Data Files\u2014development of Files and Prevalence Estimates for Selected Health Outcomes","author":"Stierman","year":"2021"},{"key":"B2","doi-asserted-by":"publisher","first-page":"477","DOI":"10.3345\/cep.2020.01081","article-title":"The COVID-19 pandemic: an unprecedented tragedy in the battle against childhood obesity","volume":"63","author":"Storz","year":"2020","journal-title":"Clin Exp Pediatr"},{"key":"B3","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1111\/obr.12334","article-title":"Predicting adult obesity from childhood obesity: a systematic review and meta-analysis","volume":"17","author":"Simmonds","year":"2016","journal-title":"Obes Rev"},{"key":"B4","doi-asserted-by":"publisher","first-page":"2333794X19891305","DOI":"10.1177\/2333794X19891305","article-title":"Childhood and adolescent obesity in the United States: a public health concern","volume":"6","author":"Sanyaolu","year":"2019","journal-title":"Glob Pediatr Health"},{"key":"B5","doi-asserted-by":"publisher","first-page":"153","DOI":"10.2165\/00007256-200131030-00002","article-title":"Interventions for weight loss and weight gain prevention among youth","volume":"31","author":"Fulton","year":"2001","journal-title":"Sports Med"},{"key":"B6","doi-asserted-by":"publisher","first-page":"568","DOI":"10.1007\/s11892-014-0568-z","article-title":"Lifestyle therapy for the treatment of youth with type 2 diabetes","volume":"15","author":"McGavock","year":"2014","journal-title":"Curr Diab Rep"},{"key":"B7","doi-asserted-by":"publisher","first-page":"931","DOI":"10.1111\/obr.12680","article-title":"Effects of multidisciplinary interventions on weight loss and health outcomes in children and adolescents with morbid obesity","volume":"19","author":"Zolotarjova","year":"2018","journal-title":"Obes Rev"},{"key":"B8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.21037\/mhealth-22-35","article-title":"Mixed-methods study of development and design needs for CommitFit, an adolescent mHealth app","volume":"9","author":"Bosworth","year":"2023","journal-title":"mHealth"},{"key":"B9","doi-asserted-by":"publisher","first-page":"328","DOI":"10.1161\/CIRCOUTCOMES.113.000322","article-title":"Shared decision making | circulation: cardiovascular quality and outcomes","volume":"7","author":"Lin","year":"2014","journal-title":"Cir Cardiovasc Qual Outcomes"},{"key":"B10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1002\/14651858.CD001431.pub5","article-title":"Decision aids for people facing health treatment or screening decisions","author":"Stacey","year":"2017","journal-title":"Cochrane Database Syst Rev"},{"key":"B11","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1159\/000126073","article-title":"Systematic review of the effects of shared decision-making on patient satisfaction, treatment adherence and health Status","volume":"77","author":"Joosten","year":"2008","journal-title":"Psychother Psychosom"},{"volume-title":"Making Shared Decision-Making A Reality: No Decision About me, Without me","year":"2011","author":"Coulter","key":"B12"},{"key":"B13","doi-asserted-by":"publisher","first-page":"821","DOI":"10.1002\/oby.23154","article-title":"Weight can\u2019t wait: a guide to discussing obesity and organizing treatment in the primary care setting","volume":"29","author":"Gallagher","year":"2021","journal-title":"Obesity"},{"key":"B14","doi-asserted-by":"publisher","first-page":"107647","DOI":"10.1016\/j.pec.2023.107647","article-title":"Self-management interventions for adults living with obesity to improve patient-relevant outcomes: an evidence map","volume":"110","author":"Sunol","year":"2023","journal-title":"Patient Educ Couns"},{"key":"B15","doi-asserted-by":"publisher","first-page":"e720","DOI":"10.1002\/osp4.720","article-title":"Patient perspectives about treatment preferences for obesity with complications","volume":"10","author":"Craig","year":"2024","journal-title":"Obes Sci Pract"},{"key":"B16","doi-asserted-by":"publisher","first-page":"633","DOI":"10.1016\/j.jadohealth.2019.05.024","article-title":"\u201cI\u2019d like to have more of a say because it\u2019s my body\u201d: adolescents\u2019 perceptions around barriers and facilitators to shared decision-making","volume":"65","author":"Jordan","year":"2019","journal-title":"Journal of Adolescent Health"},{"key":"B17","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1016\/j.ejon.2014.01.006","article-title":"Children\u2019s participation in shared decision-making: children, adolescents, parents and healthcare professionals\u2019 perspectives and experiences","volume":"18","author":"Coyne","year":"2014","journal-title":"Eur J Oncol Nurs"},{"key":"B18","doi-asserted-by":"publisher","first-page":"623","DOI":"10.1016\/j.pec.2018.11.017","article-title":"Improving shared health decision making for children and adolescents with chronic illness: a narrative literature review","volume":"102","author":"Krockow","year":"2019","journal-title":"Patient Educ Couns"},{"key":"B19","first-page":"627","article-title":"Effective usability testing\u2014knowledge of user centered design is a key requirement","volume":"3","author":"Sripathi","year":"2013","journal-title":"Int J Emerg Technol Adv Eng"},{"key":"B20","first-page":"155","volume-title":"User-Centered Design: A Developer\u2019s Guide to Building User-Friendly Applications","author":"Lowdermilk","year":"2013"},{"key":"B21","first-page":"1","article-title":"Extended user centered design (UCD) process in the aspect of human computer interaction","author":"AhamedM","year":"2018"},{"key":"B22","unstructured":"Rosenbaum\n              S\n            \n          \n          The Oslo School of Architecture and Design\n          Improving the user experience of evidence: a design approach to evidence-informed health care\n          \n          2011"},{"key":"B23","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1159\/000524962","article-title":"Integrated approaches to combatting childhood obesity","volume":"78","author":"Verduci","year":"2022","journal-title":"Ann Nutr Metab"},{"key":"B24","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1177\/1559827617745479","article-title":"Advocating for behavior change with education","volume":"12","author":"Arlinghaus","year":"2017","journal-title":"Am J Lifestyle Med"},{"key":"B25","doi-asserted-by":"publisher","first-page":"17","DOI":"10.2105\/AJPH.2013.301608","article-title":"Six components necessary for effective public health program implementation","volume":"104","author":"Frieden","year":"2014","journal-title":"Am J Public Health"},{"key":"B26","doi-asserted-by":"publisher","first-page":"10449","DOI":"10.3390\/ijms241310449","article-title":"Emerging role of GLP-1 agonists in obesity: a comprehensive review of randomised controlled trials","volume":"24","author":"Popoviciu","year":"2023","journal-title":"Int J Mol Sci"},{"key":"B27","doi-asserted-by":"publisher","first-page":"723","DOI":"10.1007\/s12325-022-02394-w","article-title":"GLP-1 Agonists for weight loss: pharmacology and clinical implications","volume":"40","author":"Moore","year":"2023","journal-title":"Adv Ther"},{"key":"B28","doi-asserted-by":"publisher","first-page":"13","DOI":"10.5281\/zenodo.10396706","article-title":"Digital addiction and obesity in the information age: the deep connection between two modern threats and obesity education","volume":"1","author":"Oniz","year":"2023","journal-title":"J Exerc Sci Phys Act Rev"},{"key":"B29","doi-asserted-by":"publisher","first-page":"104","DOI":"10.5281\/zenodo.12601115","article-title":"Use of logistic regression method in predicting obesity levels with machine learning method","volume":"2","author":"Pinar","year":"2024","journal-title":"J Exerc Sci Phys Act Rev"},{"key":"B30","first-page":"1","article-title":"Mhealth app features that facilitate adolescent use for lifestyle management, and are endorsed by caregivers and health care providers","author":"Ghosh","year":"2024","journal-title":"mHealth"},{"key":"B31","doi-asserted-by":"publisher","first-page":"368","DOI":"10.1055\/a-2283-9036","article-title":"Clinician needs for electronic health record pediatric and adolescent weight management tools: a mixed-methods study","volume":"15","author":"Braddock","year":"2024","journal-title":"Appl Clin Inform"},{"key":"B32","doi-asserted-by":"publisher","first-page":"742","DOI":"10.3122\/jabfm.2022.04.210385","article-title":"A longitudinal effectiveness study of a child obesity electronic health record tool","volume":"35","author":"Braddock","year":"2022","journal-title":"J Am Board Fam Med"},{"key":"B33","first-page":"101111","article-title":"Electronic health records, mobile health, and the challenge of improving global health","volume":"52","author":"Faulkenberry","year":"2022","journal-title":"Curr Probl Pediatr Adolesc Health Care"},{"key":"B34","doi-asserted-by":"publisher","first-page":"1473","DOI":"10.1016\/j.jaip.2021.02.027","article-title":"Measuring atopic dermatitis disease severity: the potential for electronic tools to benefit clinical care","volume":"9","author":"Maintz","year":"2021","journal-title":"J Allergy Clin Immunol Pract"},{"key":"B35","doi-asserted-by":"publisher","first-page":"e26694","DOI":"10.2196\/26694","article-title":"Why are digital health care systems still poorly designed, and why is health care practice not asking for more? Three paths toward a sustainable digital work environment","volume":"23","author":"Persson","year":"2021","journal-title":"J Med Internet Res"},{"key":"B36","doi-asserted-by":"publisher","first-page":"330","DOI":"10.1136\/amiajnl-2014-002955","article-title":"Innovative information visualization of electronic health record data: a systematic review","volume":"22","author":"West","year":"2015","journal-title":"J Am Med Inform Assoc"},{"key":"B37","first-page":"32","article-title":"Informing visual display design of electronic health records: a human factors cross-industry perspective","volume":"5","author":"Pruitt","year":"2023","journal-title":"Patient Safety"},{"year":"","key":"B38","article-title":"What is User Centered Design (UCD)? \u2014 updated 2024"},{"key":"B39","doi-asserted-by":"publisher","first-page":"372","DOI":"10.1016\/j.compind.2009.12.003","article-title":"Towards user centred design (UCD) in architecture based on immersive virtual environments","volume":"61","author":"Bullinger","year":"2010","journal-title":"Computers in Industry"},{"key":"B40","doi-asserted-by":"publisher","first-page":"482","DOI":"10.1016\/j.ijhcs.2005.04.014","article-title":"Beyond binary choices: integrating individual and social creativity","volume":"63","author":"Fischer","year":"2005","journal-title":"Int J Hum Comput Stud"},{"key":"B41","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1186\/s13012-021-01111-5","article-title":"Rapid versus traditional qualitative analysis using the consolidated framework for implementation research (CFIR)","volume":"16","author":"Nevedal","year":"2021","journal-title":"Implement Sci"},{"key":"B42","doi-asserted-by":"publisher","first-page":"e10","DOI":"10.1186\/2001-1326-2-10","article-title":"Rapid, responsive, relevant (R3) research: a call for a rapid learning health research enterprise","volume":"2","author":"Riley","year":"2013","journal-title":"Clin Transl Med"},{"key":"B43","doi-asserted-by":"publisher","first-page":"1596","DOI":"10.1177\/1049732320921835","article-title":"Rapid techniques in qualitative research: a critical review of the literature","volume":"30","author":"Vindrola-Padros","year":"2020","journal-title":"Qual Health Res"},{"key":"B44","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1007\/978-3-030-49713-2_18","article-title":"A systematic review of user-centered design techniques","volume-title":"Design, User Experience, and Usability Interaction Design","author":"Salinas","year":"2020"},{"key":"B45","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1177\/160940690600500107","article-title":"Demonstrating rigor using thematic analysis: a hybrid approach of inductive and deductive coding and theme development","volume":"5","author":"Fereday","year":"2006","journal-title":"Int J Qual Methods"},{"key":"B46","doi-asserted-by":"publisher","first-page":"1812","DOI":"10.1111\/risa.12025","article-title":"The measurement of subjective probability: evaluating the sensitivity and accuracy of Various scales","volume":"33","author":"Haase","year":"2013","journal-title":"Risk Anal"},{"key":"B47","first-page":"1","article-title":"Pictures worth a thousand words: reflections on visualizing personal blood glucose forecasts for individuals with type 2 diabetes","author":"Desai","year":"2018"},{"key":"B48","doi-asserted-by":"publisher","first-page":"7","DOI":"10.3390\/mti4010007","article-title":"Data-Driven activities involving electronic health records: an activity and task analysis framework for interactive visualization tools","volume":"4","author":"Rostamzadeh","year":"2020","journal-title":"Multimodal Technologies and Interaction"},{"key":"B49","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1007\/s10916-016-0643-x","article-title":"Clinical data visualization: the current state and future needs","volume":"40","author":"Wanderer","year":"2016","journal-title":"J Med Syst"},{"key":"B50","doi-asserted-by":"publisher","first-page":"S116","DOI":"10.7326\/M19-0871","article-title":"Studying workflow and workarounds in electronic health record\u2013supported work to improve health system performance","volume":"172","author":"Zheng","year":"2020","journal-title":"Ann Intern Med"},{"key":"B51","first-page":"7","article-title":"Software development process of neotree\u2014a data capture and decision support system to improve newborn healthcare in low-resource settings","author":"Khan","year":"2022","journal-title":"Wellcome Open Research"},{"key":"B52","first-page":"11","article-title":"Stakeholders\u2019 perception of factors influencing adoption of a pediatric weight management intervention: a qualitative study","author":"Sierra-Velez","year":"2023","journal-title":"Front Public Health"},{"key":"B53","first-page":"49","article-title":"A review on usability features for designing electronic health records","author":"Villa","year":"2014"},{"key":"B54","doi-asserted-by":"publisher","first-page":"197","DOI":"10.2345\/0899-8205-51.3.197","article-title":"EHR usability: get it right from the start","volume":"51","author":"Kellogg","year":"2017","journal-title":"Biomed Instrum Technol"},{"key":"B55","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1197\/jamia.M2584","article-title":"Formative evaluation: a critical component in EHR implementation","volume":"15","author":"McGowan","year":"2008","journal-title":"J Am Med Inform Assoc"},{"key":"B56","doi-asserted-by":"publisher","first-page":"e30468","DOI":"10.2196\/30468","article-title":"Data collection mechanisms in health and wellness apps: review and analysis","volume":"10","author":"Philip","year":"2022","journal-title":"JMIR Mhealth Uhealth"},{"key":"B57","doi-asserted-by":"publisher","first-page":"998","DOI":"10.1093\/jamia\/ocaa325","article-title":"Measurement of clinical documentation burden among physicians and nurses using electronic health records: a scoping review","volume":"28","author":"Moy","year":"2021","journal-title":"J Am Med Inform Assoc"},{"key":"B58","doi-asserted-by":"publisher","first-page":"1009","DOI":"10.1097\/MLR.0000000000001007","article-title":"Improving patient-centered care: how clinical staff overcome barriers to patient engagement at the VHA","volume":"56","author":"Agha","year":"2018","journal-title":"Med Care"},{"key":"B59","doi-asserted-by":"publisher","first-page":"3645","DOI":"10.55927\/eajmr.v2i9.6136","article-title":"Patient and family engagement: the secret behind quality healthcare services (literature review)","volume":"2","author":"Wahyudi","year":"2023","journal-title":"East Asian J Multidisciplin Res"},{"key":"B60","article-title":"Visualization techniques in healthcare applications: a narrative review","volume":"14","author":"Abudiyab","year":"2022","journal-title":"Cureus"},{"key":"B61","doi-asserted-by":"publisher","first-page":"385","DOI":"10.2147\/PROM.S178488","article-title":"The use of measurement systems to support patient self-management of long-term conditions: an overview of opportunities and challenges","volume":"10","author":"Holmes","year":"2019","journal-title":"PROM"},{"key":"B62","doi-asserted-by":"publisher","first-page":"4031","DOI":"10.1109\/TVCG.2022.3175626","article-title":"Clinicalpath: a visualization tool to improve the evaluation of electronic health records in clinical decision-making","volume":"29","author":"Linhares","year":"2023","journal-title":"IEEE Trans Vis Comput Graph"},{"key":"B63","doi-asserted-by":"publisher","first-page":"1057","DOI":"10.1093\/jamia\/ocaa238","article-title":"Building the evidence-base to reduce electronic health record\u2013related clinician burden","volume":"28","author":"Dymek","year":"2021","journal-title":"J Am Med Inform Assoc"},{"key":"B64","doi-asserted-by":"publisher","first-page":"967","DOI":"10.1093\/jamia\/ocaa274","article-title":"Electronic health records and clinician burnout: a story of three eras","volume":"28","author":"Johnson","year":"2021","journal-title":"J Am Med Inform Assoc"},{"key":"B65","doi-asserted-by":"publisher","first-page":"251","DOI":"10.1001\/jamainternmed.2020.7071","article-title":"Assessment of electronic health record use between US and non-US health systems","volume":"181","author":"Holmgren","year":"2021","journal-title":"JAMA Intern Med"},{"key":"B66","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/j.chb.2005.01.006","article-title":"Information visualizations for knowledge acquisition: the impact of dimensionality and color coding","volume":"22","author":"Keller","year":"2006","journal-title":"Comput Human Behav"},{"key":"B67","doi-asserted-by":"publisher","first-page":"103479","DOI":"10.1016\/j.jbi.2020.103479","article-title":"Recent advances of HCI in decision-making tasks for optimized clinical workflows and precision medicine","volume":"108","author":"Rundo","year":"2020","journal-title":"J Biomed Inform"},{"key":"B68","unstructured":"Clarke\n              MA\n            \n          \n          University of Missouri\u2013Columbia\n          Determining the impact of usability issues of primary care physicians by expertise when using an electronic health record\n          \n          2015"},{"first-page":"581","volume-title":"Effective Data Visualization: The Right Chart for the Right Data","year":"2019","key":"B69"},{"key":"B70","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1089\/big.2015.0059","article-title":"Improving the efficiency and ease of healthcare analysis through use of data visualization dashboards","volume":"4","author":"Stadler","year":"2016","journal-title":"Big Data"},{"year":"","key":"B71","article-title":"Tools for making good data visualizations: the art of charting"},{"key":"B72","doi-asserted-by":"publisher","first-page":"1825","DOI":"10.1007\/s11606-019-05112-5","article-title":"Practicing clinicians\u2019 recommendations to reduce burden from the electronic health record inbox: a mixed-methods study","volume":"34","author":"Murphy","year":"2019","journal-title":"J Gen Intern Med"},{"key":"B73","doi-asserted-by":"publisher","first-page":"241","DOI":"10.1515\/dx-2018-0036","article-title":"Electronic health records, communication, and data sharing: challenges and opportunities for improving the diagnostic process","volume":"6","author":"Quinn","year":"2019","journal-title":"Diagnosis"},{"key":"B74","doi-asserted-by":"publisher","first-page":"262","DOI":"10.4997\/jrcpe.2020.309","article-title":"Electronic health records: a critical appraisal of strengths and limitations","volume":"50","author":"Kataria","year":"2020","journal-title":"J R Coll Physicians Edinb"},{"key":"B75","doi-asserted-by":"publisher","first-page":"e1919301","DOI":"10.1001\/jamanetworkopen.2019.19301","article-title":"Association of health record visualizations with Physicians\u2019 cognitive load when prioritizing hospitalized patients","volume":"3","author":"Pollack","year":"2020","journal-title":"JAMA Network Open"},{"key":"B76","doi-asserted-by":"publisher","first-page":"1769","DOI":"10.1007\/s00210-020-01926-x","article-title":"Choice of y-axis can mislead readers","volume":"393","author":"Erdogan","year":"2020","journal-title":"Naunyn-Schmiedeberg\u2019s Arch Pharmacol"},{"key":"B77","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1177\/2055207619827716","article-title":"Adaptive design of a clinical decision support tool: what the impact on utilization rates means for future CDS research","author":"Mann","year":"2019","journal-title":"Digit Health"}],"container-title":["Frontiers in Digital Health"],"original-title":[],"link":[{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fdgth.2024.1396085\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,15]],"date-time":"2024-10-15T13:05:54Z","timestamp":1728997554000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fdgth.2024.1396085\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,18]]},"references-count":77,"alternative-id":["10.3389\/fdgth.2024.1396085"],"URL":"https:\/\/doi.org\/10.3389\/fdgth.2024.1396085","relation":{},"ISSN":["2673-253X"],"issn-type":[{"type":"electronic","value":"2673-253X"}],"subject":[],"published":{"date-parts":[[2024,9,18]]},"article-number":"1396085"}}