{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,19]],"date-time":"2026-05-19T18:54:53Z","timestamp":1779216893695,"version":"3.51.4"},"reference-count":83,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T00:00:00Z","timestamp":1690848000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T00:00:00Z","timestamp":1690848000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T00:00:00Z","timestamp":1690848000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Eng. Manage."],"published-print":{"date-parts":[[2023,8]]},"DOI":"10.1109\/tem.2021.3098541","type":"journal-article","created":{"date-parts":[[2021,8,11]],"date-time":"2021-08-11T20:15:53Z","timestamp":1628712953000},"page":"2747-2759","source":"Crossref","is-referenced-by-count":30,"title":["Exploring the Effects of Data-Driven Hospital Operations on Operational Performance From the Resource Orchestration Theory Perspective"],"prefix":"10.1109","volume":"70","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8884-4667","authenticated-orcid":false,"given":"Wantao","family":"Yu","sequence":"first","affiliation":[{"name":"Roehampton Business School, University of Roehampton, London, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1330-5156","authenticated-orcid":false,"given":"Qi","family":"Liu","sequence":"additional","affiliation":[{"name":"Roehampton Business School, University of Roehampton, London, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gen","family":"Zhao","sequence":"additional","affiliation":[{"name":"Roehampton Business School, University of Roehampton, London, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5023-5850","authenticated-orcid":false,"given":"Yongtao","family":"Song","sequence":"additional","affiliation":[{"name":"Institute of Management Science and Engineering, Business School of Henan University, Kaifeng, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1108\/IJIS-08-2018-0083"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.elerap.2010.07.003"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.im.2016.07.004"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.jom.2007.01.011"},{"key":"ref15","author":"slack","year":"2016","journal-title":"Operations Management"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/BF02294248"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1509\/jmkg.69.2.42.60756"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1177\/0013164413495237"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2017.2682267"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.jom.2014.12.003"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1177\/0149206310385695"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/S0963-8687(00)00038-X"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/smj.2217"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2017.1381349"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.5465\/AMR.2007.23466005"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.5465\/AMJ.2008.34789656"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.indmarman.2005.05.003"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1111\/poms.12746"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1108\/IJOPM-05-2016-0249"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1177\/1833358316689481"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.im.2017.04.001"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2012.08.017"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1287\/isre.2014.0553"},{"key":"ref47","author":"groves","year":"2013","journal-title":"The &#x201C;Big Data&#x201D; Revolution in Healthcare Accelerating Value and Innovation"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.jom.2009.11.010"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.2307\/25148735"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1002\/sej.121"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2015.12.030"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1377\/hlthaff.2014.0041"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.jom.2013.07.012"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/S2589-7500(20)30142-4"},{"key":"ref9","first-page":"57","article-title":"Creating business value analytics","volume":"53","author":"kiron","year":"2011","journal-title":"MIT Sloan Manage Rev"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2015.12.019"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-020-0824-5"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2020.120417"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1111\/1467-8551.12332"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2019.07.016"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1186\/s12960-017-0187-2"},{"key":"ref40","first-page":"21","article-title":"Big data, analytics and the path from insights to value","volume":"52","author":"lavalle","year":"2011","journal-title":"MIT Sloan Manage Rev"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1186\/s12913-019-3907-6"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1177\/002224377701400419"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1377\/hlthaff.2014.0147"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2020.3035830"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2016.08.002"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1086\/651257"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1177\/014920630102700602"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1177\/014920639101700108"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2010.2048906"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.jom.2010.04.002"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.jom.2013.07.016"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2017.2652382"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1186\/2047-2501-2-3"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.jom.2014.01.002"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2016.07.014"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.jom.2014.01.003"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2020.3013507"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1287\/msom.2019.0826"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1111\/jscm.12047"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1002\/1097-0266(200010\/11)21:10\/11<1105::AID-SMJ133>3.0.CO;2-E"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph16081460"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1080\/10705519909540118"},{"key":"ref73","first-page":"9","article-title":"A study of effects of multicollinearity in the multivariable analysis","volume":"4","author":"yoo","year":"2014","journal-title":"Int J Appl Sci Technol"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.2307\/3151312"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.j5910"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.jom.2010.04.004"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.lrp.2016.07.003"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1111\/1467-8551.12328"},{"key":"ref26","first-page":"60","article-title":"Big data: The management revolution","volume":"90","author":"mcafee","year":"2012","journal-title":"Harvard Bus Rev"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1509\/jimk.19.3.36"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-psych-120710-100452"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1080\/09537287.2014.1002021"},{"key":"ref64","author":"nunnally","year":"1967","journal-title":"Psychometric Theory"},{"key":"ref63","author":"kline","year":"2005","journal-title":"Principles and Practice of Structural Equation Modeling"},{"key":"ref22","first-page":"1","article-title":"From value to vision: Reimagining the possible with data analytics","volume":"54","author":"kiron","year":"2013","journal-title":"MIT Sloan Manage Rev"},{"key":"ref66","author":"hair","year":"2018","journal-title":"Multivariate Data Analysis"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1111\/1467-8551.12355"},{"key":"ref65","article-title":"A-priori sample size calculator for structural equation models [Software]","author":"soper","year":"2021"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1177\/002224379703400107"},{"key":"ref27","first-page":"90","article-title":"You may not need big data after all","volume":"91","author":"ross","year":"2013","journal-title":"Harvard Bus Rev"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1111\/jpim.12188"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1080\/00913367.2017.1281777"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1002\/9781118619179"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1177\/0049124187016001004"}],"container-title":["IEEE Transactions on Engineering Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/17\/10155273\/09511556.pdf?arnumber=9511556","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,10]],"date-time":"2023-07-10T19:02:09Z","timestamp":1689015729000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9511556\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8]]},"references-count":83,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tem.2021.3098541","relation":{},"ISSN":["0018-9391","1558-0040"],"issn-type":[{"value":"0018-9391","type":"print"},{"value":"1558-0040","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,8]]}}}