{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,4]],"date-time":"2026-09-04T11:15:52Z","timestamp":1788520552394,"version":"build-2803163510"},"reference-count":39,"publisher":"SAGE Publications","issue":"5","license":[{"start":{"date-parts":[[2025,11,24]],"date-time":"2025-11-24T00:00:00Z","timestamp":1763942400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Nutr Health"],"published-print":{"date-parts":[[2026,9]]},"abstract":"<jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Smart infusion pumps are widely adopted to improve medication safety, yet their effectiveness depends on nurses\u2019 perceptions, usability, and integration into clinical workflows.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Study Aim<\/jats:title>\n                    <jats:p>This study evaluated nurses\u2019 perceptions of smart infusion pumps in Saudi Arabian hospitals, focusing on learnability, memorability, efficiency, error management, and medication administration performance.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>\n                      A cross-sectional survey was conducted among 249 registered nurses across nine hospitals. Data were collected using a validated questionnaire and analyzed with descriptive statistics,\n                      <jats:italic toggle=\"yes\">t<\/jats:italic>\n                      -tests, and ANOVA.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      Most nurses reported daily pump use (76.8%). Learnability and memorability scores were higher among younger nurses, diploma holders, and those in the Central Region (\n                      <jats:italic toggle=\"yes\">p<\/jats:italic>\n                      \u2009&lt;\u20090.05). Efficiency differed significantly by gender (\n                      <jats:italic toggle=\"yes\">p<\/jats:italic>\n                      \u2009=\u20090.041), while error management varied by gender and region (\n                      <jats:italic toggle=\"yes\">p<\/jats:italic>\n                      \u2009&lt;\u20090.05). Medication administration performance showed no significant differences across demographics (\n                      <jats:italic toggle=\"yes\">p<\/jats:italic>\n                      \u2009&gt;\u20090.05).\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>Smart infusion pumps were positively perceived overall, though regional and demographic disparities highlight the need for standardized training and stronger system-level support.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1177\/02601060251396867","type":"journal-article","created":{"date-parts":[[2025,11,24]],"date-time":"2025-11-24T18:29:59Z","timestamp":1764008999000},"page":"1769-1781","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":0,"title":["The perception of the impact of smart infusion pumps on nurses\u2019 medication administration performance: A study in Saudi Arabia hospitals"],"prefix":"10.1177","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4272-7609","authenticated-orcid":false,"given":"Reem N","family":"AL-Dossary","sequence":"first","affiliation":[{"name":"College of Nursing, Imam Abdulrahman Bin Faisal University"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2025,11,24]]},"reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12913-021-07187-5"},{"issue":"3","key":"e_1_3_3_3_1","article-title":"The impact of smart pump technology in the healthcare system: A scope review","volume":"15","author":"Alamer F","year":"2023","unstructured":"Alamer F, Alanazi AT (2023) The impact of smart pump technology in the healthcare system: A scope review. 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