{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,26]],"date-time":"2026-07-26T02:39:40Z","timestamp":1785033580684,"version":"3.55.0"},"reference-count":106,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2021,4,1]],"date-time":"2021-04-01T00:00:00Z","timestamp":1617235200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2021,4,1]],"date-time":"2021-04-01T00:00:00Z","timestamp":1617235200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2022,1,4]],"date-time":"2022-01-04T00:00:00Z","timestamp":1641254400000},"content-version":"am","delay-in-days":278,"URL":"http:\/\/www.elsevier.com\/open-access\/userlicense\/1.0\/"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Technological Forecasting and Social Change"],"published-print":{"date-parts":[[2021,4]]},"DOI":"10.1016\/j.techfore.2020.120557","type":"journal-article","created":{"date-parts":[[2021,1,7]],"date-time":"2021-01-07T16:02:35Z","timestamp":1610035355000},"page":"120557","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":619,"special_numbering":"C","title":["The impact of big data analytics and artificial intelligence on green supply chain process integration and hospital environmental performance"],"prefix":"10.1016","volume":"165","author":[{"given":"Smail","family":"Benzidia","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Naouel","family":"Makaoui","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2047-7135","authenticated-orcid":false,"given":"Omar","family":"Bentahar","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.techfore.2020.120557_bib0001","first-page":"90","article-title":"Big data, knowledge co-creation and decision making in fashion industry","volume":"42","author":"Acharya","year":"2018","journal-title":"Int. J. Inf. Manage."},{"issue":"1","key":"10.1016\/j.techfore.2020.120557_bib0002","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/16258312.2018.1433353","article-title":"Healthcare logistics and supply chain\u2013issues and future challenges","volume":"19","author":"Ageron","year":"2018","journal-title":"Supply Chain Forum: An Int. J."},{"issue":"1","key":"10.1016\/j.techfore.2020.120557_bib0003","doi-asserted-by":"crossref","first-page":"71","DOI":"10.5465\/amr.2003.8925233","article-title":"A contingent resource-based view of proactive corporate environmental strategy","volume":"28","author":"Arag\u00f3n-Correa","year":"2003","journal-title":"Acad. Manag. Rev."},{"issue":"1","key":"10.1016\/j.techfore.2020.120557_bib0004","first-page":"30","article-title":"Text analysis of green supply chain practices in healthcare","volume":"58","author":"Balan","year":"2018","journal-title":"J. Comput. Inf. Syst."},{"issue":"5","key":"10.1016\/j.techfore.2020.120557_bib0005","doi-asserted-by":"crossref","first-page":"1279","DOI":"10.1108\/BIJ-03-2016-0039","article-title":"Technological change, information processing and supply chain integration: a conceptual model","volume":"25","author":"Bartnik","year":"2018","journal-title":"Benchmarking"},{"issue":"1","key":"10.1016\/j.techfore.2020.120557_bib0006","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1080\/16258312.2018.1433437","article-title":"Key success factors for implementing purchasing groups in the healthcare sector","volume":"19","author":"Bentahar","year":"2018","journal-title":"Supply Chain Forum: An Int. J."},{"key":"10.1016\/j.techfore.2020.120557_bib0007","doi-asserted-by":"crossref","first-page":"202","DOI":"10.1016\/j.tre.2018.05.005","article-title":"Sustainable supply chain management: trends and challenges","volume":"119","author":"Bentahar","year":"2018","journal-title":"Transp. Res. Part E"},{"issue":"3","key":"10.1016\/j.techfore.2020.120557_bib0008","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1080\/13675567.2018.1518414","article-title":"Investigating automation and AGV in healthcare logistics: a case study based approach","volume":"22","author":"Benzidia","year":"2019","journal-title":"Int. J. Logistics Res. Appl."},{"key":"10.1016\/j.techfore.2020.120557_bib0009","doi-asserted-by":"crossref","unstructured":"Brynjolfsson, E., Hitt, L.M., Kim, H.H., 2011. Strength in numbers: how does data-driven decisionmaking affect firm performance?. Available at SSRN 1819486. http:\/\/dx.doi.org\/10.2139\/ssrn.1819486.","DOI":"10.2139\/ssrn.1819486"},{"issue":"2","key":"10.1016\/j.techfore.2020.120557_bib0010","doi-asserted-by":"crossref","first-page":"315","DOI":"10.2105\/AJPH.2004.059840","article-title":"Relative effectiveness of worker safety and health training methods","volume":"96","author":"Burke","year":"2006","journal-title":"Am. J. Public Health"},{"key":"10.1016\/j.techfore.2020.120557_bib0011","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1016\/j.jclepro.2015.01.076","article-title":"Sustainable healthcare and environmental life-cycle impacts of disposable supplies: a focus on disposable custom packs","volume":"94","author":"Campion","year":"2015","journal-title":"J. Clean. Prod."},{"key":"10.1016\/j.techfore.2020.120557_bib0012","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2020.119920","article-title":"Pursuing supply chain sustainable development goals through the adoption of green practices and enabling technologies: a cross-country analysis of LSPs","volume":"153","author":"Centobelli","year":"2020","journal-title":"Technol. Forecast. Soc. Change"},{"issue":"2","key":"10.1016\/j.techfore.2020.120557_bib0013","doi-asserted-by":"crossref","first-page":"442","DOI":"10.1016\/j.wasman.2007.01.007","article-title":"A system dynamics approach for hospital waste management","volume":"28","author":"Chaerul","year":"2008","journal-title":"Waste Manag."},{"issue":"4","key":"10.1016\/j.techfore.2020.120557_bib0014","doi-asserted-by":"crossref","first-page":"1165","DOI":"10.2307\/41703503","article-title":"Business intelligence and analytics: from big data to big impact","volume":"36","author":"Chen","year":"2012","journal-title":"MIS Q."},{"issue":"5","key":"10.1016\/j.techfore.2020.120557_bib0015","doi-asserted-by":"crossref","first-page":"505","DOI":"10.1016\/j.jom.2004.06.002","article-title":"Strategic purchasing, supply management, and firm performance","volume":"22","author":"Chen","year":"2004","journal-title":"J. Oper. Manag."},{"issue":"2","key":"10.1016\/j.techfore.2020.120557_bib0016","first-page":"295","article-title":"The partial least squares approach to structural equation modeling","volume":"295","author":"Chin","year":"1998","journal-title":"Modern Method. Bus. Res."},{"issue":"10","key":"10.1016\/j.techfore.2020.120557_bib0017","doi-asserted-by":"crossref","first-page":"1868","DOI":"10.1111\/poms.12838","article-title":"Big data analytics in operations management","volume":"27","author":"Choi","year":"2018","journal-title":"Prod. Oper. Manag."},{"key":"10.1016\/j.techfore.2020.120557_bib0018","series-title":"Scale Development: Theory and Applications","author":"DeVellis","year":"2012"},{"issue":"1\u20132","key":"10.1016\/j.techfore.2020.120557_bib0019","article-title":"Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations","volume":"270","author":"de Sousa Jabbour","year":"2018","journal-title":"Ann. Oper. Res."},{"key":"10.1016\/j.techfore.2020.120557_bib0021","article-title":"Big data analytics and artificial intelligence pathway to operational performance under the effects of entrepreneurial orientation and environmental dynamism: A study of manufacturing organisations","volume":"226","author":"Dubey","year":"2019","journal-title":"Int. J. Prod. Econ."},{"key":"10.1016\/j.techfore.2020.120557_bib0022","doi-asserted-by":"crossref","first-page":"120","DOI":"10.1016\/j.ijpe.2019.01.023","article-title":"Big data analytics and organizational culture as complements to swift trust and collaborative performance in the humanitarian supply chain","volume":"210","author":"Dubey","year":"2019","journal-title":"Int. J. Prod. Econ."},{"key":"10.1016\/j.techfore.2020.120557_bib0023","doi-asserted-by":"crossref","first-page":"534","DOI":"10.1016\/j.techfore.2017.06.020","article-title":"Can big data and predictive analytics improve social and environmental sustainability?","volume":"144","author":"Dubey","year":"2019","journal-title":"Technol. Forecast. Soc. Change"},{"issue":"1","key":"10.1016\/j.techfore.2020.120557_bib0024","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1016\/j.resconrec.2015.11.008","article-title":"Towards a theory of sustainable consumption and production: constructs and measurement\u201d","volume":"106","author":"Dubey","year":"2016","journal-title":"Resour. Conservat. Recycl."},{"issue":"1\u20134","key":"10.1016\/j.techfore.2020.120557_bib0025","doi-asserted-by":"crossref","first-page":"631","DOI":"10.1007\/s00170-015-7674-1","article-title":"The impact of big data on world-class sustainable manufacturing","volume":"84","author":"Dubey","year":"2016","journal-title":"Int. J. Adv. Manuf. Technol."},{"key":"10.1016\/j.techfore.2020.120557_bib0026","first-page":"33","article-title":"Measuring process performance within healthcare logistics-a decision tool for selecting track and trace technologies","volume":"14","author":"Feibert","year":"2015","journal-title":"Acad. Strategic Manag. J."},{"issue":"1","key":"10.1016\/j.techfore.2020.120557_bib0027","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1177\/002224378101800104","article-title":"Evaluating structural equation models with unobservable variables and measurement error","volume":"18","author":"Fornell","year":"1981","journal-title":"J. Market. Res."},{"issue":"1","key":"10.1016\/j.techfore.2020.120557_bib0028","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1016\/j.jom.2009.06.001","article-title":"The impact of supply chain integration on performance: a contingency and configuration approach","volume":"28","author":"Flynn","year":"2010","journal-title":"J. Oper. Manag."},{"issue":"3","key":"10.1016\/j.techfore.2020.120557_bib0029","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1287\/inte.4.3.28","article-title":"Organization design: an information processing view","volume":"4","author":"Galbraith","year":"1974","journal-title":"Interfaces (Providence)"},{"key":"10.1016\/j.techfore.2020.120557_bib0030","series-title":"Organization Design","author":"Galbraith","year":"1977"},{"issue":"4","key":"10.1016\/j.techfore.2020.120557_bib0031","doi-asserted-by":"crossref","first-page":"431","DOI":"10.1016\/S0378-7206(03)00082-X","article-title":"Understanding the local-level costs and benefits of ERP through organizational information processing theory","volume":"41","author":"Gattiker","year":"2004","journal-title":"Inf. Manag."},{"key":"10.1016\/j.techfore.2020.120557_bib0032","doi-asserted-by":"crossref","first-page":"283","DOI":"10.1016\/j.ijpe.2018.01.005","article-title":"Antecedents to environmental supply chain strategies: the role of internal integration and environmental learning","volume":"197","author":"Graham","year":"2018","journal-title":"Int. J. Prod. Econ."},{"issue":"37","key":"10.1016\/j.techfore.2020.120557_bib0033","first-page":"v","article-title":"Notes from the Editors: redefining some methodological criteria for the journal","author":"Guide","year":"2015","journal-title":"J. Oper. Manag."},{"key":"10.1016\/j.techfore.2020.120557_bib0034","doi-asserted-by":"crossref","first-page":"308","DOI":"10.1016\/j.jbusres.2016.08.004","article-title":"Big data and predictive analytics for supply chain and organizational performance","volume":"70","author":"Gunasekaran","year":"2017","journal-title":"J. Bus. Res."},{"key":"10.1016\/j.techfore.2020.120557_bib0035","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2018.06.030","article-title":"Circular economy and big data analytics: a stakeholder perspective","volume":"144","author":"Gupta","year":"2019","journal-title":"Technol. Forecast. Soc. Change"},{"issue":"2","key":"10.1016\/j.techfore.2020.120557_bib0036","doi-asserted-by":"crossref","first-page":"700","DOI":"10.1016\/j.asoc.2011.09.018","article-title":"Developing a hybrid artificial intelligence model for outpatient visits forecasting in hospitals","volume":"12","author":"Hadavandi","year":"2012","journal-title":"Appl. Soft. Comput."},{"issue":"2","key":"10.1016\/j.techfore.2020.120557_bib0037","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1504\/IJMDA.2017.087624","article-title":"PLS-SEM or CB-SEM: updated guidelines on which method to use","volume":"1","author":"Hair","year":"2017","journal-title":"Int. J. Multivariate Data Anal."},{"issue":"2","key":"10.1016\/j.techfore.2020.120557_bib0038","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1108\/EBR-10-2013-0128","article-title":"Partial least squares structural equation modeling (PLS-SEM): an emerging tool in business research","volume":"26","author":"Hair","year":"2014","journal-title":"Eur. Bus. Rev."},{"issue":"1","key":"10.1016\/j.techfore.2020.120557_bib0039","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1007\/s11747-014-0403-8","article-title":"A new criterion for assessing discriminant validity in variance-based structural equation modeling","volume":"43","author":"Henseler","year":"2015","journal-title":"J. Acad. Market. Sci."},{"key":"10.1016\/j.techfore.2020.120557_bib0040","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1016\/j.ijpe.2014.04.018","article-title":"Data quality for data science, predictive analytics, and big data in supply chain management: an introduction to the problem and suggestions for research and applications","volume":"154","author":"Hazen","year":"2014","journal-title":"Int. J. Prod. Econ."},{"issue":"17","key":"10.1016\/j.techfore.2020.120557_bib0041","doi-asserted-by":"crossref","first-page":"5108","DOI":"10.1080\/00207543.2015.1061222","article-title":"Big data and supply chain decisions: the impact of volume, variety and velocity properties on the bullwhip effect","volume":"55","author":"Hofmann","year":"2017","journal-title":"Int. J. Prod. Res."},{"issue":"4","key":"10.1016\/j.techfore.2020.120557_bib0042","doi-asserted-by":"crossref","first-page":"462","DOI":"10.1057\/ejis.2014.4","article-title":"Developing information processing capability for operational agility: implications from a Chinese manufacturer","volume":"23","author":"Huang","year":"2014","journal-title":"Eur. J. Inf. Syst."},{"issue":"5","key":"10.1016\/j.techfore.2020.120557_bib0043","doi-asserted-by":"crossref","first-page":"541","DOI":"10.1016\/j.jom.2003.02.001","article-title":"Organizational learning as a strategic resource in supply management","volume":"21","author":"Hult","year":"2003","journal-title":"J. Oper. Manag."},{"key":"10.1016\/j.techfore.2020.120557_bib0044","doi-asserted-by":"crossref","first-page":"94","DOI":"10.1016\/j.ijpe.2019.04.012","article-title":"Performance implications of lean in supply chains: exploring the role of learning orientation and relational resources","volume":"216","author":"Iyer","year":"2019","journal-title":"Int. J. Prod. Econ."},{"key":"10.1016\/j.techfore.2020.120557_bib0045","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1016\/j.jclepro.2012.09.018","article-title":"Green teams: understanding their roles in the environmental management of companies located in Brazil","volume":"46","author":"Jabbour","year":"2013","journal-title":"J. Clean. Prod."},{"key":"10.1016\/j.techfore.2020.120557_bib0046","doi-asserted-by":"crossref","first-page":"546","DOI":"10.1016\/j.techfore.2017.09.010","article-title":"Unlocking the circular economy through new business models based on large-scale data: an integrative framework and research agenda","volume":"144","author":"Jabbour","year":"2019","journal-title":"Technol. Forecast. Soc. Change"},{"issue":"3","key":"10.1016\/j.techfore.2020.120557_bib0047","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1080\/00185868.2010.507121","article-title":"Summarizing green practices in US hospitals","volume":"88","author":"Johnson","year":"2010","journal-title":"Hosp. Top."},{"key":"10.1016\/j.techfore.2020.120557_bib0048","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1016\/j.ijpe.2019.05.022","article-title":"Achieving sustainable performance in a data-driven agriculture supply chain: a review for research and applications","volume":"219","author":"Kamble","year":"2020","journal-title":"Int. J. Prod. Econ."},{"issue":"9","key":"10.1016\/j.techfore.2020.120557_bib0049","doi-asserted-by":"crossref","first-page":"1749","DOI":"10.1108\/IMDS-01-2018-0004","article-title":"Supply chain integration and its impact on sustainability","volume":"118","author":"Kang","year":"2018","journal-title":"Ind. Manag. Data Syst."},{"key":"10.1016\/j.techfore.2020.120557_bib0050","article-title":"Can sustainable hospitals help bend the health care cost curve?","volume":"29","author":"Kaplan","year":"2012","journal-title":"Commonwealth Fund"},{"issue":"2","key":"10.1016\/j.techfore.2020.120557_bib0051","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1016\/j.jom.2002.07.001","article-title":"Manufacturing practices, strategic fit and performance: a routine-based view","volume":"24","author":"Ketokivi","year":"2004","journal-title":"Int. J. Oper. Prod. Manag."},{"key":"10.1016\/j.techfore.2020.120557_bib0052","series-title":"WarpPLS 5.0 User Manual","author":"Kock","year":"2015"},{"issue":"7","key":"10.1016\/j.techfore.2020.120557_bib0053","first-page":"546","article-title":"Lateral collinearity and misleading results in variance-based SEM: an illustration and recommendations","volume":"13","author":"Kock","year":"2012","journal-title":"J. Assoc. Inf. Syst."},{"issue":"1","key":"10.1016\/j.techfore.2020.120557_bib0054","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1111\/j.1540-5915.2005.00067.x","article-title":"Internal and external integration for product development: the contingency effects of uncertainty, equivocality, and platform strategy","volume":"36","author":"Koufteros","year":"2005","journal-title":"Decis. Sci."},{"issue":"4","key":"10.1016\/j.techfore.2020.120557_bib0055","doi-asserted-by":"crossref","first-page":"457","DOI":"10.1108\/SCM-05-2019-0209","article-title":"Learning orientation and innovation performance: the mediating role of operations strategy and supply chain integration","volume":"25","author":"Kumar","year":"2020","journal-title":"Supply Chain Manag.: An Int. J."},{"issue":"3","key":"10.1016\/j.techfore.2020.120557_bib0056","doi-asserted-by":"crossref","first-page":"398","DOI":"10.1097\/ACM.0b013e3181cd5a71","article-title":"Commentary: a call to go green in health care by reprocessing medical equipment","volume":"85","author":"Kwakye","year":"2010","journal-title":"Acad. Med."},{"issue":"6","key":"10.1016\/j.techfore.2020.120557_bib0057","doi-asserted-by":"crossref","first-page":"573","DOI":"10.3401\/poms.1080.0063","article-title":"Drivers and enablers that foster environmental management capabilities in small-and medium-sized suppliers in supply chains","volume":"17","author":"Lee","year":"2008","journal-title":"Prod. Oper. Manag."},{"issue":"1","key":"10.1016\/j.techfore.2020.120557_bib0058","doi-asserted-by":"crossref","first-page":"114","DOI":"10.1037\/0021-9010.86.1.114","article-title":"Accounting for common method variance in cross-sectional research designs","volume":"86","author":"Lindell","year":"2001","journal-title":"J. Appl. Psychol."},{"issue":"8","key":"10.1016\/j.techfore.2020.120557_bib0059","doi-asserted-by":"crossref","first-page":"794","DOI":"10.1108\/IJPDLM-01-2017-0049","article-title":"Green supply chain management and the circular economy","volume":"48","author":"Liu","year":"2018","journal-title":"Int. J. Physic. Distribut. Logistics Manag."},{"issue":"2","key":"10.1016\/j.techfore.2020.120557_bib0060","doi-asserted-by":"crossref","first-page":"737","DOI":"10.1016\/j.ejor.2018.11.075","article-title":"Large-scale group decision making model based on social network analysis: trust relationship-based conflict detection and elimination","volume":"275","author":"Liu","year":"2019","journal-title":"Eur. J. Oper. Res."},{"issue":"4","key":"10.1016\/j.techfore.2020.120557_bib0061","doi-asserted-by":"crossref","first-page":"1081","DOI":"10.1007\/s10551-016-3228-1","article-title":"Deploying environmental management across functions: the relationship between green human resource management and green supply chain management","volume":"151","author":"Longoni","year":"2018","journal-title":"J. Bus. Ethics"},{"key":"10.1016\/j.techfore.2020.120557_bib0062","doi-asserted-by":"crossref","first-page":"1313","DOI":"10.1016\/j.rser.2015.05.004","article-title":"Assessing supplier environmental performance: applying analytical hierarchical process in the United Arab Emirates healthcare chain","volume":"55","author":"Malik","year":"2016","journal-title":"Renew. Sustain. Energy Rev."},{"issue":"5","key":"10.1016\/j.techfore.2020.120557_bib0063","doi-asserted-by":"crossref","first-page":"6103","DOI":"10.1016\/j.eswa.2011.11.035","article-title":"Supply chain knowledge management: a literature review","volume":"39","author":"Marra","year":"2012","journal-title":"Expert. Syst. Appl."},{"issue":"2","key":"10.1016\/j.techfore.2020.120557_bib0064","doi-asserted-by":"crossref","DOI":"10.1016\/j.im.2019.05.004","article-title":"Exploring the relationship between big data analytics capability and competitive performance: the mediating roles of dynamic and operational capabilities","volume":"57","author":"Mikalef","year":"2020","journal-title":"Inf. Manag."},{"issue":"3","key":"10.1016\/j.techfore.2020.120557_bib0065","doi-asserted-by":"crossref","first-page":"547","DOI":"10.1007\/s10257-017-0362-y","article-title":"Big data analytics capabilities: a systematic literature review and research agenda","volume":"16","author":"Mikalef","year":"2018","journal-title":"Inf. Syst. e-Bus. Manag."},{"issue":"7","key":"10.1016\/j.techfore.2020.120557_bib0066","doi-asserted-by":"crossref","first-page":"2085","DOI":"10.1080\/00207543.2013.849014","article-title":"Adoption of green supply chain management practices and their impact on performance: an exploratory study of Indian manufacturing firms","volume":"52","author":"Mitra","year":"2014","journal-title":"Int. J. Prod. Res."},{"issue":"1\u20132","key":"10.1016\/j.techfore.2020.120557_bib0067","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/j.jom.2010.05.001","article-title":"The antecedents of process integration in business process outsourcing and its effect on firm performance","volume":"29","author":"Narayanan","year":"2011","journal-title":"J. Oper. Manag."},{"key":"10.1016\/j.techfore.2020.120557_bib0068","doi-asserted-by":"crossref","first-page":"244","DOI":"10.1016\/j.techfore.2016.07.008","article-title":"Determining the importance of hospital information system adoption factors using fuzzy analytic network process (ANP)","volume":"111","author":"Nilashi","year":"2016","journal-title":"Technol. Forecast. Soc. Change"},{"issue":"4","key":"10.1016\/j.techfore.2020.120557_bib0069","doi-asserted-by":"crossref","first-page":"573","DOI":"10.1016\/j.indmarman.2012.04.004","article-title":"The impact of sustainable public procurement on supplier management\u2014The case of French public hospitals","volume":"41","author":"Oruezabala","year":"2012","journal-title":"Indus. Market. Manag."},{"issue":"5","key":"10.1016\/j.techfore.2020.120557_bib0070","doi-asserted-by":"crossref","first-page":"459","DOI":"10.1016\/j.jom.2004.05.008","article-title":"Understanding the factors that enable and inhibit the integration of operations, purchasing and logistics","volume":"22","author":"Pagell","year":"2004","journal-title":"J. Oper. Manag."},{"key":"10.1016\/j.techfore.2020.120557_bib0071","doi-asserted-by":"crossref","first-page":"2603","DOI":"10.1080\/00207543.2017.1302620","article-title":"Physical internet and interconnected logistics services: research and applications","volume":"55","author":"Pan","year":"2017","journal-title":"Int. J. Prod. Res."},{"key":"10.1016\/j.techfore.2020.120557_bib0072","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1016\/j.cor.2018.05.015","article-title":"Big data analytics in logistics and supply chain management","volume":"98","author":"Papadopoulos","year":"2018","journal-title":"Comput. Oper. Res."},{"key":"10.1016\/j.techfore.2020.120557_bib0073","doi-asserted-by":"crossref","first-page":"1108","DOI":"10.1016\/j.jclepro.2016.03.059","article-title":"The role of Big Data in explaining disaster resilience in supply chains for sustainability","volume":"142","author":"Papadopoulos","year":"2017","journal-title":"J. Clean. Prod."},{"issue":"5","key":"10.1016\/j.techfore.2020.120557_bib0074","doi-asserted-by":"crossref","first-page":"879","DOI":"10.1037\/0021-9010.88.5.879","article-title":"Common method biases in behavioral research: a critical review of the literature and recommended remedies","volume":"88","author":"Podsakoff","year":"2003","journal-title":"J. Appl. Psychol."},{"issue":"4","key":"10.1016\/j.techfore.2020.120557_bib0075","first-page":"531","article-title":"Self-reports in organizational research: problems and prospects","volume":"12","author":"Podsakoff","year":"1986","journal-title":"J. Manage."},{"issue":"1","key":"10.1016\/j.techfore.2020.120557_bib0076","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1080\/07421222.2003.11045841","article-title":"Information processing view of organizations: an exploratory examination of fit in the context of interorganizational relationships","volume":"22","author":"Premkumar","year":"2005","journal-title":"J. Manag. Inf. Syst."},{"issue":"24","key":"10.1016\/j.techfore.2020.120557_bib0077","doi-asserted-by":"crossref","first-page":"7517","DOI":"10.1080\/00207543.2015.1087655","article-title":"A novel intelligent approach for predicting atherosclerotic individuals from big data for healthcare","volume":"53","author":"Priya","year":"2015","journal-title":"Int. J. Prod. Res."},{"issue":"3","key":"10.1016\/j.techfore.2020.120557_bib0078","first-page":"1","article-title":"Big data analytics in healthcare: promise and potential","volume":"2","author":"Raghupathi","year":"2014","journal-title":"Health Inf. Sci. Syst."},{"key":"10.1016\/j.techfore.2020.120557_bib0079","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1016\/j.jclepro.2019.03.181","article-title":"Linking big data analytics and operational sustainability practices for sustainable business management","volume":"224","author":"Raut","year":"2019","journal-title":"J. Clean Prod."},{"key":"10.1016\/j.techfore.2020.120557_bib0080","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2019.119781","article-title":"Big data analytics capabilities and performance: evidence from a moderated multi-mediation model","volume":"149","author":"Rialti","year":"2019","journal-title":"Technol. Forecast. Soc. Change"},{"issue":"4","key":"10.1016\/j.techfore.2020.120557_bib0081","doi-asserted-by":"crossref","first-page":"762","DOI":"10.1177\/1094428109332834","article-title":"A tale of three perspectives examining post hoc statistical techniques for detection and correction of common method variance","volume":"12","author":"Richardson","year":"2009","journal-title":"Organ. Res. Methods"},{"key":"10.1016\/j.techfore.2020.120557_bib0082","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1016\/j.jclepro.2019.03.211","article-title":"The mediating effect of green innovation on the relationship between green supply chain management and environmental performance","volume":"229","author":"Seman","year":"2019","journal-title":"J. Clean Prod."},{"key":"10.1016\/j.techfore.2020.120557_bib0083","doi-asserted-by":"crossref","first-page":"616","DOI":"10.1016\/j.jclepro.2017.12.173","article-title":"Labour rights training 2.0: the digitalisation of knowledge for workers in global supply chains","volume":"179","author":"Sendlhofer","year":"2018","journal-title":"J. Clean Prod."},{"key":"10.1016\/j.techfore.2020.120557_bib0084","doi-asserted-by":"crossref","first-page":"170","DOI":"10.1016\/j.resconrec.2012.09.006","article-title":"A fuzzy multi criteria approach for evaluating green supplier's performance in green supply chain with linguistic preferences","volume":"74","author":"Shen","year":"2013","journal-title":"Resour. Conservat. Recycl."},{"key":"10.1016\/j.techfore.2020.120557_bib0085","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1016\/j.jclepro.2018.07.236","article-title":"Big data cloud computing framework for low carbon supplier selection in the beef supply chain","volume":"202","author":"Singh","year":"2018","journal-title":"J. Clean Prod."},{"key":"10.1016\/j.techfore.2020.120557_bib0086","doi-asserted-by":"crossref","first-page":"1264","DOI":"10.1016\/j.jclepro.2018.12.199","article-title":"Role of big data analytics in developing sustainable capabilities","volume":"213","author":"Singh","year":"2019","journal-title":"J. Clean. Prod."},{"key":"10.1016\/j.techfore.2020.120557_bib0087","doi-asserted-by":"crossref","first-page":"489","DOI":"10.1016\/j.jclepro.2016.10.091","article-title":"How would big data support societal development and environmental sustainability? Insights and practices","volume":"142","author":"Song","year":"2017","journal-title":"J. Clean. Prod."},{"issue":"10","key":"10.1016\/j.techfore.2020.120557_bib0088","doi-asserted-by":"crossref","first-page":"1849","DOI":"10.1111\/poms.12746","article-title":"An investigation of visibility and flexibility as complements to supply chain analytics: an organizational information processing theory perspective","volume":"27","author":"Srinivasan","year":"2018","journal-title":"Prod. Oper. Manag."},{"issue":"1","key":"10.1016\/j.techfore.2020.120557_bib0089","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1111\/j.1468-2370.2007.00202.x","article-title":"Green supply-chain management: a state-of-the-art literature review","volume":"9","author":"Srivastava","year":"2007","journal-title":"Int. J. Manag. Rev."},{"key":"10.1016\/j.techfore.2020.120557_bib0090","article-title":"Exploring integrated supply chain performance in healthcare: a service provider perspective","author":"Srivastava","year":"2020","journal-title":"Benchmarking"},{"issue":"3","key":"10.1016\/j.techfore.2020.120557_bib0091","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1111\/j.1540-5414.2005.00079.x","article-title":"Manufacturing practices and strategy integration: effects on cost efficiency, flexibility, and market-based performance","volume":"36","author":"Swink","year":"2005","journal-title":"Decis. Sci."},{"issue":"1","key":"10.1016\/j.techfore.2020.120557_bib0092","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1016\/j.csda.2004.03.005","article-title":"PLS path modeling","volume":"48","author":"Tenenhaus","year":"2005","journal-title":"Computat. Statist. Data Anal."},{"key":"10.1016\/j.techfore.2020.120557_bib0093","series-title":"Organizations in Action","author":"Thompson","year":"1967"},{"issue":"7","key":"10.1016\/j.techfore.2020.120557_bib0094","doi-asserted-by":"crossref","first-page":"795","DOI":"10.1108\/01443570610672248","article-title":"Extending green practices across the supply chain: the impact of upstream and downstream integration","volume":"26","author":"Vachon","year":"2006","journal-title":"Int. J. Oper. Product. Manag."},{"issue":"3","key":"10.1016\/j.techfore.2020.120557_bib0095","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1016\/j.techfore.2011.07.010","article-title":"Environmental uncertainty, foresight and strategic decision making: an integrated study","volume":"79","author":"Vecchiato","year":"2012","journal-title":"Technol. Forecast. Soc. Change"},{"issue":"2\u20133","key":"10.1016\/j.techfore.2020.120557_bib0096","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1504\/IJBPM.2006.009037","article-title":"A KM motivated web-based supply chain simulator: facilitating e-learning for SMEs","volume":"8","author":"Wadhwa","year":"2006","journal-title":"Int. J. Bus. Perform. Manag."},{"issue":"4","key":"10.1016\/j.techfore.2020.120557_bib0097","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1080\/14703290802377307","article-title":"A generic model for guiding the integration of ICT into teaching and learning","volume":"45","author":"Wang","year":"2008","journal-title":"Innovat. Educ. Teach. Int."},{"key":"10.1016\/j.techfore.2020.120557_bib0098","doi-asserted-by":"crossref","first-page":"98","DOI":"10.1016\/j.ijpe.2016.03.014","article-title":"Big data analytics in logistics and supply chain management: certain investigations for research and applications","volume":"176","author":"Wang","year":"2016","journal-title":"Int. J. Prod. Econ."},{"key":"10.1016\/j.techfore.2020.120557_bib0099","doi-asserted-by":"crossref","first-page":"573","DOI":"10.1016\/j.chemolab.2019.103850","article-title":"Artificial intelligence facilitates drug design in the big data era","volume":"194","author":"Wang","year":"2019","journal-title":"Chemometric. Intell. Lab. Syst."},{"key":"10.1016\/j.techfore.2020.120557_bib0100","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1016\/j.ijpe.2014.02.019","article-title":"The role of IT-enabled collaborative decision making in inter-organizational information integration to improve customer service performance","volume":"159","author":"Wong","year":"2015","journal-title":"Int. J. Prod. Econ."},{"issue":"17","key":"10.1016\/j.techfore.2020.120557_bib0101","doi-asserted-by":"crossref","first-page":"5168","DOI":"10.1080\/00207543.2015.1059521","article-title":"How big data and analytics reshape the wearable device market\u2013the context of e-health","volume":"55","author":"Wu","year":"2017","journal-title":"Int. J. Prod. Res."},{"issue":"6","key":"10.1016\/j.techfore.2020.120557_bib0102","doi-asserted-by":"crossref","first-page":"577","DOI":"10.1016\/j.jom.2010.10.001","article-title":"Balancing priorities: decision-making in sustainable supply chain management","volume":"29","author":"Wu","year":"2011","journal-title":"J. Oper. Manag."},{"key":"10.1016\/j.techfore.2020.120557_bib0103","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1016\/j.tre.2013.03.005","article-title":"The effect of green supply chain management on green performance and firm competitiveness in the context of container shipping in Taiwan","volume":"55","author":"Yang","year":"2013","journal-title":"Transp. Res. Part E: Logistic. Transp. Rev."},{"key":"10.1016\/j.techfore.2020.120557_bib0104","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1016\/j.jclepro.2017.04.172","article-title":"A framework for Big Data driven product lifecycle management","volume":"159","author":"Zhang","year":"2017","journal-title":"J. Clean. Prod."},{"issue":"1\u20132","key":"10.1016\/j.techfore.2020.120557_bib0105","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1016\/j.jom.2010.04.004","article-title":"The impact of internal integration and relationship commitment on external integration","volume":"29","author":"Zhao","year":"2011","journal-title":"J. Oper. Manag."},{"issue":"9","key":"10.1016\/j.techfore.2020.120557_bib0106","doi-asserted-by":"crossref","first-page":"2610","DOI":"10.1080\/00207543.2015.1086037","article-title":"Big data analytics for physical internet-based intelligent manufacturing shop floors","volume":"55","author":"Zhong","year":"2017","journal-title":"Int. J. Prod. Res."},{"issue":"5","key":"10.1016\/j.techfore.2020.120557_bib0107","doi-asserted-by":"crossref","first-page":"1377","DOI":"10.1080\/00207543.2011.571937","article-title":"Examining the effects of green supply chain management practices and their mediations on performance improvements","volume":"50","author":"Zhu","year":"2012","journal-title":"Int. J. Prod. Res."}],"container-title":["Technological Forecasting and Social Change"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0040162520313834?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0040162520313834?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,9,22]],"date-time":"2025-09-22T14:09:12Z","timestamp":1758550152000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0040162520313834"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,4]]},"references-count":106,"alternative-id":["S0040162520313834"],"URL":"https:\/\/doi.org\/10.1016\/j.techfore.2020.120557","relation":{},"ISSN":["0040-1625"],"issn-type":[{"value":"0040-1625","type":"print"}],"subject":[],"published":{"date-parts":[[2021,4]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"The impact of big data analytics and artificial intelligence on green supply chain process integration and hospital environmental performance","name":"articletitle","label":"Article Title"},{"value":"Technological Forecasting and Social Change","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.techfore.2020.120557","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2020 Elsevier Inc. All rights reserved.","name":"copyright","label":"Copyright"}],"article-number":"120557"}}