Computer software - Diagnosis - Software design - User centered design - User interfaces;
D O I:
10.1002/pra2.462
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摘要:
Systematic reviews are widely used in evidence-based medicine. Conducting a systematic review requires intensive mental efforts, especially during the study screening process. This challenge has motivated the development of intelligent software. This study examined and compared the performance, workload, and user experience of two systematic review tools – Colandr with Artificial Intelligence (AI) features and Covidence without AI features by conducting a mixed-method usability study. The results showed that reviewers had higher precision in citation screening using Colandr than using Covidence. However, the user experience with Colandr was not optimal due to problems in its user interface design. Therefore, we suggest that the design and development of AI-enabled SR software emphasize the usability of the interface and apply user-centered design principles. 84 Annual Meeting of the Association for Information Science & Technology | Oct. 29 – Nov. 3, 2021 | Salt Lake City, UT. Author(s) retain copyright, but ASIS&T receives an exclusive publication license.
机构:
Univ Jaume 1, Dept Languages & Comp Syst, Res Grp Syst Integrat & Reengn IRIS, Castellon De La Plana 12006, SpainUniv Jaume 1, Dept Languages & Comp Syst, Res Grp Syst Integrat & Reengn IRIS, Castellon De La Plana 12006, Spain
Deshmukh, Akshay Madhav
Chalmeta, Ricardo
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Univ Jaume 1, Dept Languages & Comp Syst, Res Grp Syst Integrat & Reengn IRIS, Castellon De La Plana 12006, SpainUniv Jaume 1, Dept Languages & Comp Syst, Res Grp Syst Integrat & Reengn IRIS, Castellon De La Plana 12006, Spain
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Univ Fed Parana, Comp Sci Dept, 383-391 Evaristo F Ferreira da Costa St, Curitiba, Parana, BrazilUniv Fed Parana, Comp Sci Dept, 383-391 Evaristo F Ferreira da Costa St, Curitiba, Parana, Brazil
Guerino, Guilherme Corredato
Costa Valentim, Natasha Malveira
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Univ Fed Parana, Comp Sci Dept, 383-391 Evaristo F Ferreira da Costa St, Curitiba, Parana, BrazilUniv Fed Parana, Comp Sci Dept, 383-391 Evaristo F Ferreira da Costa St, Curitiba, Parana, Brazil
机构:
Claremont Grad Univ, Ctr Informat Syst & Technol CISAT, 130 E Ninth St ACB225, Claremont, CA 91711 USAClaremont Grad Univ, Ctr Informat Syst & Technol CISAT, 130 E Ninth St ACB225, Claremont, CA 91711 USA
Li, Yan
Phan, Huong
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Western Univ Hlth Sci, Coll Pharm, Pomona, CA USAClaremont Grad Univ, Ctr Informat Syst & Technol CISAT, 130 E Ninth St ACB225, Claremont, CA 91711 USA
Phan, Huong
Law, Anandi, V
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Western Univ Hlth Sci, Coll Pharm, Pomona, CA USAClaremont Grad Univ, Ctr Informat Syst & Technol CISAT, 130 E Ninth St ACB225, Claremont, CA 91711 USA
Law, Anandi, V
Baskys, Andrius
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Western Univ Hlth Sci, Grad Coll Biomed Sci, Pomona, CA USAClaremont Grad Univ, Ctr Informat Syst & Technol CISAT, 130 E Ninth St ACB225, Claremont, CA 91711 USA
Baskys, Andrius
Roosan, Don
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Western Univ Hlth Sci, Coll Pharm, Pomona, CA USAClaremont Grad Univ, Ctr Informat Syst & Technol CISAT, 130 E Ninth St ACB225, Claremont, CA 91711 USA
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IRCCS Ist Ctr San Giovanni Dio Fatebenefratelli, Unit Epidemiol & Evaluat Psychiat, Brescia, ItalyIRCCS Ist Ctr San Giovanni Dio Fatebenefratelli, Unit Epidemiol & Evaluat Psychiat, Brescia, Italy
Zarbo, Cristina
Agosta, Sara
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AUSL Modena, Dept Mental Hlth & Dependence, Modena, ItalyIRCCS Ist Ctr San Giovanni Dio Fatebenefratelli, Unit Epidemiol & Evaluat Psychiat, Brescia, Italy
Agosta, Sara
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Casiraghi, Letizia
De Novellis, Antonio
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AUSL Modena, Dept Mental Hlth & Dependence, Modena, ItalyIRCCS Ist Ctr San Giovanni Dio Fatebenefratelli, Unit Epidemiol & Evaluat Psychiat, Brescia, Italy
De Novellis, Antonio
Leuci, Emanuela
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USL Parma, Parma, ItalyIRCCS Ist Ctr San Giovanni Dio Fatebenefratelli, Unit Epidemiol & Evaluat Psychiat, Brescia, Italy
Leuci, Emanuela
Paulillo, Giuseppina
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机构:IRCCS Ist Ctr San Giovanni Dio Fatebenefratelli, Unit Epidemiol & Evaluat Psychiat, Brescia, Italy
Paulillo, Giuseppina
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Rocchetti, Matteo
Starace, Fabrizio
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AUSL Modena, Dept Mental Hlth & Dependence, Modena, ItalyIRCCS Ist Ctr San Giovanni Dio Fatebenefratelli, Unit Epidemiol & Evaluat Psychiat, Brescia, Italy
Starace, Fabrizio
Zamparini, Manuel
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机构:IRCCS Ist Ctr San Giovanni Dio Fatebenefratelli, Unit Epidemiol & Evaluat Psychiat, Brescia, Italy
Zamparini, Manuel
de Girolamo, Giovanni
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IRCCS Ist Ctr San Giovanni Dio Fatebenefratelli, Unit Epidemiol & Evaluat Psychiat, Brescia, ItalyIRCCS Ist Ctr San Giovanni Dio Fatebenefratelli, Unit Epidemiol & Evaluat Psychiat, Brescia, Italy