Evaluation of a flowchart-based EHR query system: A case study of RetroGuide
Provision of query systems which are intuitive for non-experts has been recognized as an important informatics challenge. We developed a prototype of a flowchart-based analytical framework called RetroGuide that enables non-experts to formulate query tasks using a step-based, patient-centered paradi...
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| Published in | Journal of biomedical informatics Vol. 43; no. 1; pp. 41 - 50 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
United States
Elsevier Inc
01.02.2010
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1532-0464 1532-0480 1532-0480 |
| DOI | 10.1016/j.jbi.2009.06.001 |
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| Abstract | Provision of query systems which are intuitive for non-experts has been recognized as an important informatics challenge. We developed a prototype of a flowchart-based analytical framework called RetroGuide that enables non-experts to formulate query tasks using a step-based, patient-centered paradigm inspired by workflow technology. We present results of the evaluation of RetroGuide in comparison to Structured Query Language (SQL) in laboratory settings using a mixed method design. We asked 18 human subjects with limited database experience to solve query tasks in RetroGuide and SQL, and quantitatively compared their test scores. A follow-up questionnaire was designed to compare both technologies qualitatively and investigate RetroGuide technology acceptance. The quantitative comparison of test scores showed that the study subjects achieved significantly higher scores using the RetroGuide technology. Qualitative study results indicated that 94% of subjects preferred RetroGuide to SQL because RetroGuide was easier to learn, it better supported temporal tasks, and it seemed to be a more logical modeling paradigm. Additional qualitative evaluation results, based on a technology acceptance model, suggested that a fully developed RetroGuide-like technology would be well accepted by users. Our study is an example of a structure validation study of a prototype query system, results of which provided significant guidance in further development of a novel query paradigm for EHR data. We discuss the strengths and weakness of our study design and results, and their implication for future evaluations of query systems in general. |
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| AbstractList | Provision of query systems which are intuitive for non-experts has been recognized as an important informatics challenge. We developed a prototype of a flowchart-based analytical framework called RetroGuide that enables non-experts to formulate query tasks using a step-based, patient-centered paradigm inspired by workflow technology. We present results of the evaluation of RetroGuide in comparison to Structured Query Language (SQL) in laboratory settings using a mixed method design. We asked 18 human subjects with limited database experience to solve query tasks in RetroGuide and SQL, and quantitatively compared their test scores. A follow-up questionnaire was designed to compare both technologies qualitatively and investigate RetroGuide technology acceptance. The quantitative comparison of test scores showed that the study subjects achieved significantly higher scores using the RetroGuide technology. Qualitative study results indicated that 94% of subjects preferred RetroGuide to SQL because RetroGuide was easier to learn, it better supported temporal tasks, and it seemed to be a more logical modeling paradigm. Additional qualitative evaluation results, based on a technology acceptance model, suggested that a fully developed RetroGuide-like technology would be well accepted by users. Our study is an example of a structure validation study of a prototype query system, results of which provided significant guidance in further development of a novel query paradigm for EHR data. We discuss the strengths and weakness of our study design and results, and their implication for future evaluations of query systems in general. Provision of query systems which are intuitive for non-experts has been recognized as an important informatics challenge. We developed a prototype of a flowchart-based analytical framework called RetroGuide that enables non-experts to formulate query tasks using a step-based, patient-centered paradigm inspired by workflow technology. We present results of the evaluation of RetroGuide in comparison to Structured Query Language (SQL) in laboratory settings using a mixed method design. We asked 18 human subjects with limited database experience to solve query tasks in RetroGuide and SQL, and quantitatively compared their test scores. A follow-up questionnaire was designed to compare both technologies qualitatively and investigate RetroGuide technology acceptance. The quantitative comparison of test scores showed that the study subjects achieved significantly higher scores using the RetroGuide technology. Qualitative study results indicated that 94% of subjects preferred RetroGuide to SQL because RetroGuide was easier to learn, it better supported temporal tasks, and it seemed to be a more logical modeling paradigm. Additional qualitative evaluation results, based on a technology acceptance model, suggested that a fully developed RetroGuide-like technology would be well accepted by users. Our study is an example of a structure validation study of a prototype query system, results of which provided significant guidance in further development of a novel query paradigm for EHR data. We discuss the strengths and weakness of our study design and results, and their implication for future evaluations of query systems in general.Provision of query systems which are intuitive for non-experts has been recognized as an important informatics challenge. We developed a prototype of a flowchart-based analytical framework called RetroGuide that enables non-experts to formulate query tasks using a step-based, patient-centered paradigm inspired by workflow technology. We present results of the evaluation of RetroGuide in comparison to Structured Query Language (SQL) in laboratory settings using a mixed method design. We asked 18 human subjects with limited database experience to solve query tasks in RetroGuide and SQL, and quantitatively compared their test scores. A follow-up questionnaire was designed to compare both technologies qualitatively and investigate RetroGuide technology acceptance. The quantitative comparison of test scores showed that the study subjects achieved significantly higher scores using the RetroGuide technology. Qualitative study results indicated that 94% of subjects preferred RetroGuide to SQL because RetroGuide was easier to learn, it better supported temporal tasks, and it seemed to be a more logical modeling paradigm. Additional qualitative evaluation results, based on a technology acceptance model, suggested that a fully developed RetroGuide-like technology would be well accepted by users. Our study is an example of a structure validation study of a prototype query system, results of which provided significant guidance in further development of a novel query paradigm for EHR data. We discuss the strengths and weakness of our study design and results, and their implication for future evaluations of query systems in general. |
| Author | Huser, Vojtech Rocha, Roberto A. Narus, Scott P. |
| AuthorAffiliation | d Clinical Informatics Research & Development, Partners HealthCare System, 93 Worcester Street, Wellesley, MA 02481, USA a Biomedical Informatics Research Center, Marshfield Clinic Research Foundation, 1000 North Oak Avenue, Marshfield, WI 54449, USA b Morgridge Institute for Research, P.O. Box 7356, Madison, WI 53707, USA c Department of Biomedical Informatics, University of Utah, 26 South 2000 East, Salt Lake City, UT 84112, USA |
| AuthorAffiliation_xml | – name: d Clinical Informatics Research & Development, Partners HealthCare System, 93 Worcester Street, Wellesley, MA 02481, USA – name: b Morgridge Institute for Research, P.O. Box 7356, Madison, WI 53707, USA – name: a Biomedical Informatics Research Center, Marshfield Clinic Research Foundation, 1000 North Oak Avenue, Marshfield, WI 54449, USA – name: c Department of Biomedical Informatics, University of Utah, 26 South 2000 East, Salt Lake City, UT 84112, USA |
| Author_xml | – sequence: 1 givenname: Vojtech surname: Huser fullname: Huser, Vojtech email: huser.vojtech@marshfieldclinic.org organization: Biomedical Informatics Research Center, Marshfield Clinic Research Foundation, 1000 North Oak Avenue, Marshfield, WI 54449, USA – sequence: 2 givenname: Scott P. surname: Narus fullname: Narus, Scott P. organization: Department of Biomedical Informatics, University of Utah, 26 South 2000 East, Salt Lake City, UT 84112, USA – sequence: 3 givenname: Roberto A. surname: Rocha fullname: Rocha, Roberto A. organization: Clinical Informatics Research & Development, Partners HealthCare System, 93 Worcester Street, Wellesley, MA 02481, USA |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/19560553$$D View this record in MEDLINE/PubMed |
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| Cites_doi | 10.1055/s-0038-1634114 10.2307/2529310 10.1197/jamia.M1475 10.1109/CBMS.2007.93 10.1145/1099554.1099607 10.1016/S1386-5056(00)00126-X 10.1109/CBMS.2006.162 10.2307/249008 10.1006/jvlc.1999.0150 10.3115/992730.992808 10.1007/978-1-4471-3033-8_7 10.1177/001872679204500702 10.1136/jamia.2000.0070152 10.1055/s-0038-1634148 10.2307/30036540 10.1055/s-0038-1635036 10.1016/S0306-4379(00)00015-6 10.1111/j.1749-6632.1992.tb26083.x 10.1177/146045820200800108 10.1055/s-0038-1634291 10.1080/07421222.1999.11518247 10.1017/S135132490000005X 10.1136/jamia.1998.0050511 10.1197/jamia.M2275 10.1006/jvlc.1999.0140 10.1002/(SICI)1097-4571(199601)47:1<50::AID-ASI5>3.0.CO;2-1 10.1056/NEJM198901053200110 |
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| Keywords | Evaluation RetroGuide Biomedical informatics Query system Informatics Data warehouse Mixed-method SQL |
| Language | English |
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| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 The study was conducted while Vojtech Huser and Roberto Rocha were affiliated with the Department Biomedical Informatics, University of Utah, and with Intermountain Healthcare, Salt Lake City, Utah. |
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| SubjectTerms | Adolescent Adult Algorithms Biomedical informatics Chemistry, Clinical - standards Computer Graphics Data warehouse Database Management Systems Databases, Factual Decision Support Techniques Evaluation Female Hospital Information Systems Humans Informatics Information Storage and Retrieval Male Medical Records Systems, Computerized Middle Aged Mixed-method Query system RetroGuide Software SQL User-Computer Interface Workflow |
| Title | Evaluation of a flowchart-based EHR query system: A case study of RetroGuide |
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