{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T07:55:56Z","timestamp":1791186956039,"version":"4.1.0"},"reference-count":69,"publisher":"Wiley","issue":"9","license":[{"start":{"date-parts":[[2026,8,26]],"date-time":"2026-08-26T00:00:00Z","timestamp":1787702400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"},{"start":{"date-parts":[[2026,8,26]],"date-time":"2026-08-26T00:00:00Z","timestamp":1787702400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Health Science Reports"],"published-print":{"date-parts":[[2026,9]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Background and Aims<\/jats:title>\n                    <jats:p>Despite the promising role of health information systems (HISs) in healthcare settings, they have not consistently met users' expectations. The current research aimed to investigate the extent to which the functions of a healthcare information system align with users' actual needs, while also identifying the factors that influence the system's utilization.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>The study was conducted in 2021 at a tertiary university hospital in Urmia, Iran. It utilized a quantitative method with a descriptive, cross\u2010sectional design. Data were collected using a researcher\u2010made questionnaire from 32 administrative and clinical users of the hospital information system, employing a stratified sampling approach. We used SPSS version 27 for data analysis.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      Among the participants, paramedical staff have the highest level of satisfaction (mean difference\u2009=\u2009\u22120.42, 95% CI [\u22120.82, \u22120.02]) and system utilization (mean difference\u2009=\u2009\u22120.25, 95% CI [\u22120.46, \u22120.05]). Exploratory subgroup comparisons suggested potential differences in \u201cfamiliarity with IT\u201d across age groups (mean difference\u2009=\u20091.04, 95% CI [0.63, 1.46]) and work experience groups (mean difference\u2009=\u20090.53, 95% CI [0.06, 1.00]). The \u201cuser satisfaction\u201d has a positive correlation with \u201csystem utilization\u201d (\n                      <jats:italic>r<\/jats:italic>\n                      \u2009=\u20090.830,\n                      <jats:italic>p<\/jats:italic>\n                      \u2010value\u2009&lt;\u20090.001), \u201cmatching the system with users' needs\u201d (\n                      <jats:italic>r<\/jats:italic>\n                      \u2009=\u20090.626,\n                      <jats:italic>p<\/jats:italic>\n                      \u2010value\u2009&lt;\u20090.001), and \u201ctraining and supporting\u201d (\n                      <jats:italic>r<\/jats:italic>\n                      \u2009=\u20090.597,\n                      <jats:italic>p<\/jats:italic>\n                      \u2010value\u2009&lt;\u20090.001) variables. \u201cMatching the system with users' needs\u201d is also positively correlated to \u201csystem utilization\u201d (\n                      <jats:italic>r<\/jats:italic>\n                      \u2009=\u20090.713,\n                      <jats:italic>p<\/jats:italic>\n                      \u2010value\u2009&lt;\u20090.001).\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>This study is expected to improve HIS utilization, healthcare quality and productivity, and healthcare organizations' financial returns. Our findings have insightful implications for those interested in the successful implementation of HIS systems, including hospital managers, chief executive officers, health information technology personnel, and HIS vendors.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1002\/hsr2.72786","type":"journal-article","created":{"date-parts":[[2026,8,26]],"date-time":"2026-08-26T09:43:51Z","timestamp":1787737431000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["User\u2010Centered Evaluation of Healthcare Information System Utilization: A Cross\u2010Sectional Study Integrating Acceptance Models"],"prefix":"10.1002","volume":"9","author":[{"given":"Fatemeh","family":"Aghilinasab","sequence":"first","affiliation":[{"name":"Health and Biomedical Informatics Research Center Urmia University of Medical Sciences Urmia 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