{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T16:07:06Z","timestamp":1780070826624,"version":"3.54.0"},"reference-count":78,"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:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Khalifa University of Science and Technology","award":["RCII-2019-002"],"award-info":[{"award-number":["RCII-2019-002"]}]},{"name":"Center for Digital Supply Chain and Operations Management"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Eng. Manage."],"published-print":{"date-parts":[[2023,8]]},"DOI":"10.1109\/tem.2022.3209879","type":"journal-article","created":{"date-parts":[[2022,10,14]],"date-time":"2022-10-14T20:29:58Z","timestamp":1665779398000},"page":"2988-2997","source":"Crossref","is-referenced-by-count":19,"title":["Exploring Drivers of Staff Engagement in Healthcare Organizations Using Tree-Based Machine Learning Algorithms"],"prefix":"10.1109","volume":"70","author":[{"given":"Ragheb","family":"Al-Nammari","sequence":"first","affiliation":[{"name":"Department of Industrial and Systems Engineering, Khalifa University of Science and Technology, Abu Dhabi, UAE"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1555-5012","authenticated-orcid":false,"given":"Mecit Can Emre","family":"Simsekler","sequence":"additional","affiliation":[{"name":"Department of Industrial and Systems Engineering, Khalifa University of Science and Technology, Abu Dhabi, UAE"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adriana Felicia","family":"Gabor","sequence":"additional","affiliation":[{"name":"Department of Applied Mathematics, Khalifa University of Science and Technology, Abu Dhabi, UAE"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6648-3306","authenticated-orcid":false,"given":"Abroon","family":"Qazi","sequence":"additional","affiliation":[{"name":"Department of Marketing and Information Systems, American University of Sharjah, Sharjah, UAE"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2019.2963489"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.21037\/atm.2019.03.29"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2021.3077195"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.21506\/j.ponte.2020.3.17"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.technovation.2021.102444"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10796-021-10154-4"},{"key":"ref58","author":"hastie","year":"2016","journal-title":"The Elements of Statistical Learning Data Mining Inference and Prediction"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1013203451"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2020.109776"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2020.3020371"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecoinf.2020.101154"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2021.3101590"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.eti.2020.101028"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.paid.2020.109892"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.paid.2014.08.040"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2017.2682267"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2020.08.018"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1080\/19401493.2017.1354919"},{"key":"ref50","author":"g\u00e9ron","year":"2019","journal-title":"Hands-On Machine Learning with Scikit-Learn Keras and TensorFlow Concepts Tools and Techniques to Build Intelligent Systems"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocy082"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.3389\/fped.2019.00413"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1080\/00949655.2012.741599"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-018-0032-6"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pmed.1002701"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.14245\/ns.1836248.124"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1126\/scitranslmed.aab3719"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-51219-4"},{"key":"ref49","first-page":"73","article-title":"Tree-based machine learning methods for survey research","volume":"13","author":"kern","year":"2019","journal-title":"Survey Research Methods"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1108\/02683940610690169"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1111\/joms.12028"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2017.10.252"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-397045-9.00149-X"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1037\/\/0021-9010.87.2.268"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.hrmr.2019.100704"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1108\/14777261311311816"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1038\/s41568-018-0016-5"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.cogsys.2018.09.006"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2020.e03699"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2010.2092781"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2021.3076603"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2020.120032"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2018-026472"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.pedn.2016.12.016"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.midw.2020.102786"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.pedn.2020.03.005"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.apnr.2020.151297"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2019.2917430"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.apnr.2017.05.012"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2002.808292"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1111\/j.1754-9434.2007.0002.x"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.hrmr.2016.03.002"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0205264"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1038\/s41551-018-0305-z"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2021.3087724"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1080\/10429247.2020.1733380"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1108\/IJHCQA-04-2018-0098"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2019.e02670"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2021.3098541"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2020.107186"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2019.2895242"},{"key":"ref67","article-title":"Technical guide to the 2019 staff survey data","year":"2019"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1080\/02642069.2017.1374374"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.bjoms.2016.10.011"},{"key":"ref69","article-title":"Ensembles of tree-based models: Why correlated features do not trip them&#x2014;And why NA matters","author":"laurae","year":"2017"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2018.2854414"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-006-6226-1"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-021-01519-5"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1258\/jhsrp.2010.010085"},{"key":"ref66","article-title":"Technical guide to the 2019 staff survey data","year":"2019"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.techsoc.2021.101847"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2018.08.207"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvb.2008.01.003"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1002\/job.595"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhm.2018.06.014"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/3178582"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2020.125324"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2019.e02692"}],"container-title":["IEEE Transactions on Engineering Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/17\/10155273\/09919616.pdf?arnumber=9919616","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,10]],"date-time":"2023-07-10T19:02:06Z","timestamp":1689015726000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9919616\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8]]},"references-count":78,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tem.2022.3209879","relation":{},"ISSN":["0018-9391","1558-0040"],"issn-type":[{"value":"0018-9391","type":"print"},{"value":"1558-0040","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,8]]}}}