{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,28]],"date-time":"2026-10-28T00:09:44Z","timestamp":1793146184184,"version":"4.5.0"},"reference-count":70,"publisher":"Public Library of Science (PLoS)","issue":"3","license":[{"start":{"date-parts":[[2024,3,28]],"date-time":"2024-03-28T00:00:00Z","timestamp":1711584000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100007861","name":"University of Gondar","doi-asserted-by":"crossref","award":["05\/2886\/2013"],"award-info":[{"award-number":["05\/2886\/2013"]}],"id":[{"id":"10.13039\/501100007861","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS ONE"],"abstract":"<jats:sec id=\"sec001\">\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Considering individual differences caused by personality differences is crucial for end users\u2019 technology acceptance. However, previous studies overlooked the influence of users\u2019 technology readiness on technology acceptance. This study, therefore, aimed to evaluate the influence of technology readiness on teleradiology acceptance in the Amhara Regional State Public Hospitals using a technology readiness acceptance model.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec002\">\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>An institutional-based cross-sectional mixed study design was conducted in September 2021 among 547 health professionals working at sixteen public hospitals in the Amhara region of northwest Ethiopia. Eight key informants were interviewed to explore organizational-related factors. Face-to-face and Google Meet approaches were used to collect the data. We applied structural equation modeling to investigate the influence of technology readiness on health professionals\u2019 teleradiology acceptance using Analysis of Moment Structures Version 23 software.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec003\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Of the total participants, 70.2% and 85.7% were ready and intended to use teleradiology, respectively. According to technology readiness measuring constructs, optimism and innovativeness positively influenced health professionals\u2019 technology acceptance. Perceived ease of use and perceived usefulness showed a statistically positive significant effect on health professionals\u2019 intention to use teleradiology. In addition, a statistically significant mediation effect was observed between technology readiness measuring constructs and behavioral intention to use. Furthermore, a shortage of budget, inadequate infrastructure, and users\u2019 lack of adequate skills were reported as critical organizational challenges.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec004\">\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>We found a higher proportion of readiness and intention to use teleradiology among health professionals. Personality difference measuring constructs and organizational factors played considerable influence on teleradiology acceptance. Therefore, before the actual implementation of teleradiology, ensuring the system\u2019s user-friendliness, improving infrastructure, allocating an adequate budget, and availing of capacity-building opportunities are recommended.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1371\/journal.pone.0301021","type":"journal-article","created":{"date-parts":[[2024,3,28]],"date-time":"2024-03-28T14:18:10Z","timestamp":1711635490000},"page":"e0301021","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":13,"title":["Health professionals\u2019 technology readiness on the acceptance of teleradiology in the Amhara regional state public hospitals, northwest Ethiopia: Using technology readiness acceptance model (TRAM)"],"prefix":"10.1371","volume":"19","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0850-265X","authenticated-orcid":true,"given":"Araya Mesfin","family":"Nigatu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tesfahun Melese","family":"Yilma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lemma Derseh","family":"Gezie","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yonathan","family":"Gebrewold","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Monika Knudsen","family":"Gullslett","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4617-3102","authenticated-orcid":true,"given":"Shegaw Anagaw","family":"Mengiste","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Binyam","family":"Tilahun","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"340","published-online":{"date-parts":[[2024,3,28]]},"reference":[{"issue":"1","key":"pone.0301021.ref001","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s13244-021-01073-8","article-title":"Optimizing integrated imaging service delivery by tier in low-resource health systems.","volume":"12","author":"K DeStigter","year":"2021","journal-title":"Insights into Imaging"},{"key":"pone.0301021.ref002","first-page":"1","article-title":"Patient empowerment through online access to health records","volume":"378","author":"M H\u00e4gglund","year":"2022","journal-title":"bmj"},{"issue":"3","key":"pone.0301021.ref003","first-page":"46","article-title":"The role of teleradiology in emergency radiology provision","volume":"36","author":"A. 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