{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T16:37:33Z","timestamp":1768408653900,"version":"3.49.0"},"reference-count":131,"publisher":"Emerald","issue":"6","license":[{"start":{"date-parts":[[2023,9,4]],"date-time":"2023-09-04T00:00:00Z","timestamp":1693785600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["ITP"],"published-print":{"date-parts":[[2024,9,3]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title><jats:p>The advantages of applying big data analytics for organizations to boost innovation performance are enormous. By collecting and analysing substantial amounts of data, firms can discern what works for their customer needs and update existing products while innovating new ones. Notwithstanding the evidence about the effects of big data analytics, the link between big data analytics and innovation performance is still underestimated. Especially in today's fast-changing and complicated environments, companies cannot simply take big data analytics as one innovative technical tool without fully understanding how to deploy it effectively.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title><jats:p>This study tries to investigate this relationship by building on the knowledge absorptive capacity perspective. The authors conceptualized effective use of big data analytics tools as one general absorptive capacity rather than a simple technical element or skill. Specifically, effectively utilize big data analytics tools can provide values and insights for new product innovation performance in a turbulent environment. Using online survey data from 108 managers, the authors assessed their hypotheses by applying the structural equation modelling method.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Findings<\/jats:title><jats:p>The authors found that big data analytics capacity, which can be conceptualized as one absorptive capacity, can positively influence product innovation performance. The authors also found that environmental turbulence has strong moderation effects on these two main relationships.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title><jats:p>These results establish big data analytics can be regarded as one absorptive capacity, which can positively boost an organization's innovation performance.<\/jats:p><\/jats:sec>","DOI":"10.1108\/itp-03-2022-0237","type":"journal-article","created":{"date-parts":[[2024,9,1]],"date-time":"2024-09-01T10:28:27Z","timestamp":1725186507000},"page":"2279-2301","source":"Crossref","is-referenced-by-count":6,"title":["Exploiting organizations' innovation performance via big data analytics: an absorptive knowledge perspective"],"prefix":"10.1108","volume":"37","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8289-5236","authenticated-orcid":false,"given":"Hsiao-Ting","family":"Tseng","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4631-2881","authenticated-orcid":false,"given":"Shizhen (Jasper)","family":"Jia","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2240-5327","authenticated-orcid":false,"given":"Tahir M.","family":"Nisar","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9818-181X","authenticated-orcid":false,"given":"Nick","family":"Hajli","sequence":"additional","affiliation":[]}],"member":"140","published-online":{"date-parts":[[2023,9,4]]},"reference":[{"issue":"2","key":"key2024090114282007700_ref001","first-page":"3","article-title":"Big data research in information systems: toward an inclusive research agenda","volume":"17","year":"2016","journal-title":"Journal of the Association for Information Systems"},{"issue":"4","key":"key2024090114282007700_ref002","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1509\/jmkg.2005.69.4.61","article-title":"Resolving the capability\u2013rigidity paradox in new product innovation","volume":"69","year":"2005","journal-title":"Journal of Marketing"},{"issue":"4","key":"key2024090114282007700_ref003","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1016\/j.jom.2013.03.002","article-title":"The effect of environmental complexity and environmental dynamism on lean practices","volume":"31","year":"2013","journal-title":"Journal of Operations Management"},{"issue":"5","key":"key2024090114282007700_ref004","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1080\/08956308.2017.1348135","article-title":"Big data and the future of R&D management: the rise of big data and big data analytics will have significant implications for R&D and innovation management in the next decade","volume":"60","year":"2017","journal-title":"Research Technology Management"},{"issue":"S2","key":"key2024090114282007700_ref005","doi-asserted-by":"publisher","first-page":"417","DOI":"10.1111\/jsbm.12482","article-title":"The impact of environmental turbulence on the perceived importance of innovation and innovativeness in SMEs","volume":"57","year":"2019","journal-title":"Journal of Small Business Management"},{"issue":"2","key":"key2024090114282007700_ref006","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1111\/1540-5885.2002003","article-title":"The effects of environmental turbulence on new product development strategy planning","volume":"20","year":"2003","journal-title":"Journal of Product Innovation Management"},{"key":"key2024090114282007700_ref007","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1016\/j.jbusres.2020.11.003","article-title":"Big data for social benefits: innovation as a mediator of the relationship between big data and corporate social performance","volume":"131","year":"2021","journal-title":"Journal of Business Research"},{"issue":"7","key":"key2024090114282007700_ref008","doi-asserted-by":"crossref","first-page":"707","DOI":"10.1016\/j.jbusres.2009.04.022","article-title":"Knowledge absorptive capacity: new insights for its conceptualization and measurement","volume":"63","year":"2010","journal-title":"Journal of Business Research"},{"key":"key2024090114282007700_ref009","doi-asserted-by":"crossref","first-page":"330","DOI":"10.1016\/j.jbusres.2019.03.040","article-title":"Over the mask of innovation management in the world of big data","volume":"119","year":"2020","journal-title":"Journal of Business Research"},{"issue":"1","key":"key2024090114282007700_ref010","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1509\/jimk.11.1.47.20136","article-title":"Strategic orientations in export pricing: a clustering approach to create firm taxonomies","volume":"11","year":"2003","journal-title":"Journal of International Marketing"},{"issue":"4","key":"key2024090114282007700_ref011","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","year":"2012","journal-title":"MIS Quarterly"},{"issue":"1-2","key":"key2024090114282007700_ref012","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1080\/0267257X.2015.1102758","article-title":"E-marketing services and e-marketing performance: the roles of innovation, knowledge complexity and environmental turbulence in influencing the relationship","volume":"32","year":"2016","journal-title":"Journal of Marketing Management"},{"issue":"397","key":"key2024090114282007700_ref013","doi-asserted-by":"crossref","first-page":"569","DOI":"10.2307\/2233763","article-title":"Innovation and learning: the two faces of R&D","volume":"99","year":"1989","journal-title":"The Economic Journal"},{"issue":"2","key":"key2024090114282007700_ref014","doi-asserted-by":"crossref","first-page":"202","DOI":"10.1111\/jpim.12090","article-title":"Product innovation in resource\u2010poor environments: three research streams","volume":"31","year":"2014","journal-title":"Journal of Product Innovation Management"},{"issue":"3","key":"key2024090114282007700_ref015","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1111\/j.1467-8551.2006.00498.x","article-title":"Phases of the adoption of innovation in organizations: effects of environment, organization and top managers 1","volume":"17","year":"2006","journal-title":"British Journal of Management"},{"issue":"4","key":"key2024090114282007700_ref016","doi-asserted-by":"crossref","first-page":"1026","DOI":"10.1287\/orsc.1100.0572","article-title":"New product exploration under environmental turbulence","volume":"22","year":"2011","journal-title":"Organization Science"},{"issue":"1","key":"key2024090114282007700_ref017","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1509\/jmkg.71.1.095","article-title":"Market knowledge dimensions and cross-functional collaboration: examining the different routes to product innovation performance","volume":"71","year":"2007","journal-title":"Journal of Marketing"},{"issue":"2","key":"key2024090114282007700_ref018","doi-asserted-by":"crossref","first-page":"56","DOI":"10.21272\/bel.4(2).56-74.2020","article-title":"Business open big data analytics to support innovative leadership and management decision in Canada","volume":"4","year":"2020","journal-title":"Business Ethics and Leadership"},{"key":"key2024090114282007700_ref019","first-page":"104","article-title":"Defining architecture components of the big data ecosystem","year":"2014"},{"issue":"3","key":"key2024090114282007700_ref020","doi-asserted-by":"crossref","first-page":"278","DOI":"10.1111\/1540-627X.00082","article-title":"Raising response rates in mail surveys of small business owners: results of an experiment","volume":"41","year":"2003","journal-title":"Journal of Small Business Management"},{"issue":"3","key":"key2024090114282007700_ref021","first-page":"1120","article-title":"Sources, procedures, and microeconomic effects of innovation","volume":"26","year":"1988","journal-title":"Journal of Economic Literature"},{"issue":"5","key":"key2024090114282007700_ref022","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1016\/S0166-4972(96)00107-1","article-title":"The discipline of management of technology, based on considerations related to technology","volume":"17","year":"1997","journal-title":"Technovation"},{"issue":"1","key":"key2024090114282007700_ref023","doi-asserted-by":"crossref","first-page":"27","DOI":"10.2307\/256133","article-title":"Organizational policy and innovation among suppliers to the food processing sector","volume":"26","year":"1983","journal-title":"Academy of Management Journal"},{"key":"key2024090114282007700_ref024","volume-title":"A Primer for Soft Modeling","year":"1992"},{"key":"key2024090114282007700_ref130","first-page":"1","article-title":"Applications of structural equation modeling (SEM) in ecological studies: an updated review","volume":"5","year":"2016","journal-title":"Ecological Processes"},{"key":"key2024090114282007700_ref025","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1016\/j.indmarman.2020.09.015","article-title":"Using artificial intelligence to detect crisis related to events: decision making in B2B by artificial intelligence","volume":"91","year":"2020","journal-title":"Industrial Marketing Management"},{"issue":"1","key":"key2024090114282007700_ref026","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","year":"1981","journal-title":"Journal of Marketing Research"},{"issue":"2","key":"key2024090114282007700_ref027","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/j.ijinfomgt.2014.10.007","article-title":"Beyond the hype: big data concepts, methods, and analytics","volume":"35","year":"2015","journal-title":"International Journal of Information Management"},{"issue":"2012","key":"key2024090114282007700_ref028","first-page":"1","article-title":"The digital universe in 2020: big data, bigger digital shadows, and biggest growth in the far east","volume":"2007","year":"2012","journal-title":"IDC iView: IDC Analyze the Future"},{"key":"key2024090114282007700_ref029","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1016\/j.jbusres.2019.09.062","article-title":"Assessing the impact of big data on firm innovation performance: big data is not always better data","volume":"108","year":"2020","journal-title":"Journal of Business Research"},{"issue":"1","key":"key2024090114282007700_ref030","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1177\/1350507603034001131","article-title":"A contingency perspective on organizational learning: integrating environmental context, organizational learning processes, and types of learning","volume":"34","year":"2003","journal-title":"Management Learning"},{"issue":"3","key":"key2024090114282007700_ref031","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1111\/1540-5885.1330191","article-title":"Integrating R&D and marketing: a review and analysis of the literature","volume":"13","year":"1996","journal-title":"Journal of Product Innovation Management: An International Publication of the Product Development and Management Association"},{"issue":"8","key":"key2024090114282007700_ref032","doi-asserted-by":"crossref","first-page":"1049","DOI":"10.1016\/j.im.2016.07.004","article-title":"Toward the development of a big data analytics capability","volume":"53","year":"2016","journal-title":"Information and Management"},{"issue":"3","key":"key2024090114282007700_ref131","article-title":"Executing and interpreting applications of PLS-SEM: updates for family business researchers","volume":"12","year":"2021","journal-title":"Journal of Family Business Strategy"},{"key":"key2024090114282007700_ref033","volume-title":"Multivariate Data Analysis","year":"2006"},{"key":"key2024090114282007700_ref034","first-page":"1","volume-title":"Multivariate Data Analysis","year":"2006"},{"key":"key2024090114282007700_ref035","first-page":"800","year":"2010","journal-title":"Multivariate Data Analysis: A Global Perspective"},{"issue":"1-2","key":"key2024090114282007700_ref036","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.lrp.2013.01.001","article-title":"Partial least squares structural equation modeling: rigorous applications, better results and higher acceptance","volume":"46","year":"2013","journal-title":"Long Range Planning"},{"key":"key2024090114282007700_ref037","volume-title":"A Primer on Partial Least Squares Structural Equation Modeling (Pls-Sem)","year":"2022"},{"key":"key2024090114282007700_ref038","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1016\/j.indmarman.2019.09.010","article-title":"Understanding market agility for new product success with big data analytics","volume":"86","year":"2020","journal-title":"Industrial Marketing Management"},{"issue":"2","key":"key2024090114282007700_ref039","doi-asserted-by":"crossref","first-page":"548","DOI":"10.1111\/1467-8551.12427","article-title":"Towards an understanding of privacy management architecture in big data: an experimental research","volume":"32","year":"2021","journal-title":"British Journal of Management"},{"issue":"4","key":"key2024090114282007700_ref040","doi-asserted-by":"crossref","first-page":"844","DOI":"10.2307\/256761","article-title":"Top management team size, ceo dominance, and firm performance: the moderating roles of environmental turbulence and discretion","volume":"36","year":"1993","journal-title":"Academy of Management Journal"},{"issue":"4","key":"key2024090114282007700_ref041","doi-asserted-by":"crossref","first-page":"600","DOI":"10.1177\/0092070306287327","article-title":"The relationship of learning and memory with organizational performance: the moderating role of turbulence","volume":"34","year":"2006","journal-title":"Journal of the Academy of Marketing Science"},{"key":"key2024090114282007700_ref042","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1186\/s40537-019-0206-3","article-title":"Uncertainty in big data analytics: survey, opportunities, and challenges","volume":"6","year":"2019","journal-title":"Journal of Big Data"},{"issue":"1","key":"key2024090114282007700_ref043","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","year":"2015","journal-title":"Journal of the Academy of Marketing Science"},{"issue":"8","key":"key2024090114282007700_ref044","doi-asserted-by":"crossref","first-page":"1407","DOI":"10.1016\/j.indmarman.2014.06.010","article-title":"Synergy, environmental context, and new product performance: a review based on manufacturing firms","volume":"43","year":"2014","journal-title":"Industrial Marketing Management"},{"issue":"1","key":"key2024090114282007700_ref045","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1287\/isre.2021.1057","article-title":"Extending digital ventures through templating","volume":"33","year":"2022","journal-title":"Information Systems Research"},{"issue":"3","key":"key2024090114282007700_ref046","doi-asserted-by":"crossref","first-page":"101","DOI":"10.2308\/isys-51799","article-title":"An accounting information systems perspective on data analytics and Big Data","volume":"31","year":"2017","journal-title":"Journal of Information Systems"},{"issue":"2","key":"key2024090114282007700_ref047","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1002\/(SICI)1097-0266(199902)20:2<195::AID-SMJ13>3.0.CO;2-7","article-title":"Use of partial least squares (PLS) in strategic management research: a review of four recent studies","volume":"20","year":"1999","journal-title":"Strategic Management Journal"},{"issue":"10-11","key":"key2024090114282007700_ref048","doi-asserted-by":"publisher","first-page":"368","DOI":"10.1016\/j.technovation.2013.06.006","article-title":"The impact of open innovation on firm performance: the moderating effects of internal R&D and environmental turbulence","volume":"33","year":"2013","journal-title":"Technovation"},{"issue":"3","key":"key2024090114282007700_ref049","doi-asserted-by":"crossref","first-page":"615","DOI":"10.25300\/MISQ\/2015\/39.3.05","article-title":"Information technology use as a learning mechanism","volume":"39","year":"2015","journal-title":"MIS Quarterly"},{"issue":"3","key":"key2024090114282007700_ref050","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1177\/002224299305700304","article-title":"Market orientation: antecedents and consequences","volume":"57","year":"1993","journal-title":"Journal of Marketing"},{"issue":"2","key":"key2024090114282007700_ref051","first-page":"3","article-title":"Lessons from becoming a data-driven organization","volume":"58","year":"2017","journal-title":"MIT Sloan Management Review"},{"issue":"3","key":"key2024090114282007700_ref052","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1108\/10595421311319807","article-title":"Innovation in clusters: effects of absorptive capacity and environmental moderators","volume":"23","year":"2013","journal-title":"Competitiveness Review: An International Business Journal"},{"issue":"12","key":"key2024090114282007700_ref053","doi-asserted-by":"crossref","first-page":"1335","DOI":"10.1016\/j.jbusres.2010.12.005","article-title":"Absorptive capacity, innovation, and financial performance","volume":"64","year":"2011","journal-title":"Journal of Business Research"},{"issue":"5","key":"key2024090114282007700_ref054","doi-asserted-by":"crossref","first-page":"632","DOI":"10.1287\/orsc.12.5.632.10088","article-title":"How organizational resources affect strategic change and performance in turbulent environments: theory and evidence","volume":"12","year":"2001","journal-title":"Organization Science"},{"issue":"1","key":"key2024090114282007700_ref055","doi-asserted-by":"publisher","first-page":"1","DOI":"10.2307\/2391211","article-title":"Differentiation and integration in complex organizations","volume":"12","year":"1967","journal-title":"Administrative Science Quarterly"},{"issue":"5","key":"key2024090114282007700_ref056","doi-asserted-by":"crossref","first-page":"763","DOI":"10.1016\/j.jbusres.2013.11.041","article-title":"Absorptive capacity, innovation and cultural barriers: a conditional mediation model","volume":"67","year":"2014","journal-title":"Journal of Business Research"},{"key":"key2024090114282007700_ref057","volume-title":"Handbook of Financial Econometrics, Mathematics, Statistics, and Machine Learning (In 4 Volumes)","year":"2020"},{"issue":"2","key":"key2024090114282007700_ref128","doi-asserted-by":"crossref","first-page":"424","DOI":"10.1080\/07421222.2018.1451953","article-title":"How big data analytics enables service innovation: materiality, affordance, and the individualization of service","volume":"35","year":"2018","journal-title":"Journal of Management Information Systems"},{"issue":"6","key":"key2024090114282007700_ref058","doi-asserted-by":"crossref","first-page":"1123","DOI":"10.2307\/3069392","article-title":"Product innovation strategy and the performance of new technology ventures in China","volume":"44","year":"2001","journal-title":"Academy of Management Journal"},{"issue":"4","key":"key2024090114282007700_ref059","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1177\/002224299806200402","article-title":"The impact of market knowledge competence on new product advantage: conceptualization and empirical examination","volume":"62","year":"1998","journal-title":"Journal of Marketing"},{"issue":"4","key":"key2024090114282007700_ref060","doi-asserted-by":"crossref","first-page":"822","DOI":"10.5465\/amj.2009.43670902","article-title":"Absorptive capacity, environmental turbulence, and the complementarity of organizational learning processes","volume":"52","year":"2009","journal-title":"Academy of Management Journal"},{"issue":"6","key":"key2024090114282007700_ref061","doi-asserted-by":"crossref","first-page":"1249","DOI":"10.1093\/icc\/dtp044","article-title":"The many faces of absorptive capacity: spillovers of copper interconnect technology for semiconductor chips","volume":"18","year":"2009","journal-title":"Industrial and Corporate Change"},{"issue":"5","key":"key2024090114282007700_ref062","doi-asserted-by":"crossref","first-page":"282","DOI":"10.1016\/j.technovation.2012.01.004","article-title":"The alliance innovation performance of R&D alliances\u2014the absorptive capacity perspective","volume":"32","year":"2012","journal-title":"Technovation"},{"issue":"4","key":"key2024090114282007700_ref063","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1177\/002224299806200401","article-title":"From embedded knowledge to embodied knowledge: new product development as knowledge management","volume":"62","year":"1998","journal-title":"Journal of Marketing"},{"issue":"1","key":"key2024090114282007700_ref064","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1016\/j.hitech.2018.04.002","article-title":"The relationship between knowledge management and innovation performance","volume":"29","year":"2018","journal-title":"The Journal of High Technology Management Research"},{"issue":"3","key":"key2024090114282007700_ref065","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","year":"2018","journal-title":"Information Systems and E-Business Management"},{"key":"key2024090114282007700_ref066","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1016\/j.jbusres.2019.01.044","article-title":"Big data analytics and firm performance: findings from a mixed-method approach","volume":"98","year":"2019","journal-title":"Journal of Business Research"},{"issue":"1","key":"key2024090114282007700_ref129","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1002\/smj.4250030102","article-title":"Innovation in conservative and entrepreneurial firms: two models of strategic momentum","volume":"3","year":"1982","journal-title":"Strategic Management Journal"},{"issue":"1","key":"key2024090114282007700_ref067","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1177\/002224379703400108","article-title":"The impact of organizational memory on new product performance and creativity","volume":"34","year":"1997","journal-title":"Journal of Marketing Research"},{"issue":"2","key":"key2024090114282007700_ref068","article-title":"Business intelligence and analytics as a driver of dynamic and operational capabilities in times of intense macroeconomic turbulence","volume":"31","year":"2020","journal-title":"The Journal of High Technology Management Research"},{"issue":"4","key":"key2024090114282007700_ref069","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1177\/002224299005400403","article-title":"The effect of a market orientation on business profitability","volume":"54","year":"1990","journal-title":"Journal of Marketing"},{"key":"key2024090114282007700_ref070","volume-title":"Psychometric Theory","year":"1994"},{"key":"key2024090114282007700_ref071","unstructured":"Paton, J. and Thanthong-Knight, R. (2021), \u201cThe next pandemic could Be averted with AI, apps, and big data\u201d, available at: https:\/\/www.bloomberg.com\/news\/articles\/2021-07-15\/how-to-stop-the-next-pandemic-from-happening-ai-big-data-and-vaccines"},{"issue":"3","key":"key2024090114282007700_ref072","doi-asserted-by":"crossref","first-page":"198","DOI":"10.1287\/isre.1060.0094","article-title":"From IT leveraging competence to competitive advantage in turbulent environments: the case of new product development","volume":"17","year":"2006","journal-title":"Information Systems Research"},{"issue":"3","key":"key2024090114282007700_ref073","doi-asserted-by":"crossref","first-page":"443","DOI":"10.1287\/isre.1100.0280","article-title":"The \u2018third hand\u2019: IT-enabled competitive advantage in turbulence through improvisational capabilities","volume":"21","year":"2010","journal-title":"Information Systems Research"},{"issue":"1","key":"key2024090114282007700_ref074","first-page":"23","article-title":"Business analytics in the context of big data: a roadmap for research","volume":"37","year":"2015","journal-title":"Communications of the Association for Information Systems"},{"issue":"1","key":"key2024090114282007700_ref075","first-page":"1","article-title":"Big data analytics in healthcare: promise and potential","volume":"2","year":"2014","journal-title":"Health Information Science and Systems"},{"issue":"3","key":"key2024090114282007700_ref076","doi-asserted-by":"crossref","first-page":"516","DOI":"10.1287\/isre.1100.0299","article-title":"Leveraging IT capabilities and competitive process capabilities for the management of interorganizational relationship portfolios","volume":"21","year":"2010","journal-title":"Information Systems Research"},{"key":"key2024090114282007700_ref077","article-title":"Big data analytics in building the competitive intelligence of organizations","volume":"56","year":"2021","journal-title":"International Journal of Information Management"},{"issue":"3","key":"key2024090114282007700_ref078","first-page":"3","article-title":"Analytics as a source of business innovation","volume":"58","year":"2017","journal-title":"MIT Sloan Management Review"},{"key":"key2024090114282007700_ref079","article-title":"Big data analytics capabilities and performance: evidence from a moderated multi-mediation model","volume":"149","year":"2019","journal-title":"Technological Forecasting and Social Change"},{"issue":"2","key":"key2024090114282007700_ref080","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1016\/S0048-7333(98)00034-1","article-title":"Managing innovation: the pursuit of competitive advantage and the design of innovation intense environments","volume":"27","year":"1998","journal-title":"Research Policy"},{"issue":"4","key":"key2024090114282007700_ref081","doi-asserted-by":"crossref","first-page":"231","DOI":"10.2753\/MIS0742-1222280409","article-title":"Leveraging information technology infrastructure to facilitate a firm's customer agility and competitive activity: an empirical investigation","volume":"28","year":"2012","journal-title":"Journal of Management Information Systems"},{"issue":"2","key":"key2024090114282007700_ref082","doi-asserted-by":"publisher","first-page":"625","DOI":"10.2307\/41703470","article-title":"Absorptive capacity and information systems research: review, synthesis, and directions for future research","volume":"36","year":"2012","journal-title":"MIS Quarterly"},{"issue":"2","key":"key2024090114282007700_ref083","doi-asserted-by":"crossref","first-page":"453","DOI":"10.25300\/MISQ\/2019\/13626","article-title":"How does strategic alignment affect firm performance? The roles of information technology investment and environmental uncertainty","volume":"43","year":"2019","journal-title":"MIS Quarterly"},{"issue":"11","key":"key2024090114282007700_ref084","doi-asserted-by":"publisher","first-page":"591","DOI":"10.1016\/j.technovation.2012.06.006","article-title":"Constituents of radical innovation-Exploring the role of strategic orientations and market uncertainty","volume":"32","year":"2012","journal-title":"Technovation"},{"issue":"9","key":"key2024090114282007700_ref085","doi-asserted-by":"crossref","first-page":"514","DOI":"10.1016\/j.technovation.2007.05.014","article-title":"Innovativeness and organizational innovation in total quality oriented firms: the moderating role of market turbulence","volume":"27","year":"2007","journal-title":"Technovation"},{"key":"key2024090114282007700_ref086","volume-title":"Institutions and Organizations","year":"2001","edition":"2nd ed."},{"key":"key2024090114282007700_ref087","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/2173765","article-title":"Moderating effects of gender and resistance to change on the adoption of big data analytics in healthcare","volume":"2020","year":"2020","journal-title":"Complexity"},{"issue":"1","key":"key2024090114282007700_ref088","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1177\/0149206319900537","article-title":"Creating new ventures: a review and research agenda","volume":"47","year":"2021","journal-title":"Journal of Management"},{"key":"key2024090114282007700_ref089","doi-asserted-by":"crossref","first-page":"238","DOI":"10.1016\/j.ijinfomgt.2018.10.005","article-title":"A big data analytics model for customer churn prediction in the retiree segment","volume":"48","year":"2019","journal-title":"International Journal of Information Management"},{"key":"key2024090114282007700_ref090","doi-asserted-by":"publisher","DOI":"10.1108\/ITP-03-2020-0105","article-title":"New product success through big data analytics: an empirical evidence from Iran","year":"2021","journal-title":"Information Technology and People"},{"key":"key2024090114282007700_ref091","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/8347904","article-title":"Innovation path of leasing trade under Smart logistics technology by big data analysis","volume":"2021","year":"2021","journal-title":"Mobile Information Systems"},{"issue":"6","key":"key2024090114282007700_ref092","doi-asserted-by":"crossref","first-page":"697","DOI":"10.1016\/j.jom.2008.06.001","article-title":"Contingency research in operations management practices","volume":"26","year":"2008","journal-title":"Journal of Operations Management"},{"issue":"4","key":"key2024090114282007700_ref093","doi-asserted-by":"crossref","first-page":"586","DOI":"10.1002\/smj.2228","article-title":"The social underpinnings of absorptive capacity: the moderating effects of structural holes on innovation generation based on external knowledge","volume":"36","year":"2015","journal-title":"Strategic Management Journal"},{"issue":"6","key":"key2024090114282007700_ref094","doi-asserted-by":"crossref","first-page":"555","DOI":"10.1016\/j.jretconser.2011.08.004","article-title":"Intrinsic motivations, self-esteem, and luxury goods consumption","volume":"18","year":"2011","journal-title":"Journal of Retailing and Consumer Services"},{"key":"key2024090114282007700_ref095","article-title":"Customer agility and big data analytics in new product context","volume":"180","year":"2022","journal-title":"Technological Forecasting and Social Change"},{"issue":"1","key":"key2024090114282007700_ref096","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1108\/14601060310456319","article-title":"Cross-functionality and leadership of new product development teams","volume":"6","year":"2003","journal-title":"European Journal of Innovation Management"},{"issue":"1","key":"key2024090114282007700_ref097","first-page":"356","article-title":"Big data analytics and firm performance: effects of dynamic capabilities","volume":"70","year":"2017","journal-title":"Journal of Business Research"},{"key":"key2024090114282007700_ref098","article-title":"The performance effects of big data analytics and supply chain ambidexterity: the moderating effect of environmental dynamism","volume":"222","year":"2020","journal-title":"International Journal of Production Economics"},{"issue":"70","key":"key2024090114282007700_ref099","first-page":"287","article-title":"Exploring the path to big data analytics success in healthcare","year":"2017","journal-title":"Journal of Business Research"},{"issue":"9","key":"key2024090114282007700_ref100","doi-asserted-by":"crossref","first-page":"1928","DOI":"10.1016\/j.jbusres.2015.01.002","article-title":"The effects of firm capabilities on external collaboration and performance: the moderating role of market turbulence","volume":"68","year":"2015","journal-title":"Journal of Business Research"},{"key":"key2024090114282007700_ref101","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","year":"2016","journal-title":"International Journal of Production Economics"},{"issue":"1","key":"key2024090114282007700_ref102","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1016\/j.im.2017.04.001","article-title":"An integrated big data analytics-enabled transformation model: application to Health care","volume":"55","year":"2018","journal-title":"Information and Management"},{"key":"key2024090114282007700_ref103","doi-asserted-by":"crossref","first-page":"1435","DOI":"10.1016\/j.jbusres.2021.10.046","article-title":"Corporate social responsibility and disruptive innovation: the moderating effects of environmental turbulence","volume":"139","year":"2022","journal-title":"Journal of Business Research"},{"issue":"5","key":"key2024090114282007700_ref104","doi-asserted-by":"crossref","first-page":"571","DOI":"10.1016\/j.bushor.2014.06.003","article-title":"Applications of business analytics in healthcare","volume":"57","year":"2014","journal-title":"Business Horizons"},{"issue":"6","key":"key2024090114282007700_ref105","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1509\/jm.15.0413","article-title":"Marketing analytics for data-rich environments","volume":"80","year":"2016","journal-title":"Journal of Marketing"},{"key":"key2024090114282007700_ref106","first-page":"1","article-title":"How big data is changing disruptive innovation","volume":"27","year":"2016","journal-title":"Harvard Business Review"},{"issue":"2","key":"key2024090114282007700_ref107","doi-asserted-by":"crossref","first-page":"181","DOI":"10.1007\/s11747-014-0380-y","article-title":"The impact of dynamic capabilities on operational marketing and technological capabilities: investigating the role of environmental turbulence","volume":"43","year":"2015","journal-title":"Journal of the Academy of Marketing Science"},{"issue":"2","key":"key2024090114282007700_ref108","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1108\/EJIM-04-2013-0032","article-title":"Impacts of environmental turbulence on entrepreneurial orientation and new product success","volume":"17","year":"2014","journal-title":"European Journal of Innovation Management"},{"issue":"1","key":"key2024090114282007700_ref109","doi-asserted-by":"crossref","first-page":"441","DOI":"10.5465\/19416520.2013.781862","article-title":"More than a metaphor: assessing the historical legacy of resource dependence and its contemporary promise as a theory of environmental complexity","volume":"7","year":"2013","journal-title":"Academy of Management Annals"},{"key":"key2024090114282007700_ref110","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1016\/j.techfore.2014.06.015","article-title":"A stage-based diffusion of it innovation and the bsc performance impact: a moderator of technology\u2013organization\u2013environment","volume":"88","year":"2014","journal-title":"Technological Forecasting and Social Change"},{"issue":"10","key":"key2024090114282007700_ref111","doi-asserted-by":"crossref","first-page":"4863","DOI":"10.1287\/mnsc.2019.3344","article-title":"Data analytics supports decentralized innovation","volume":"65","year":"2019","journal-title":"Management Science"},{"key":"key2024090114282007700_ref112","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1016\/j.jbusres.2018.01.019","article-title":"Knowledge absorptive capacity and innovation performance in high-tech companies: a multi-mediating analysis","volume":"88","year":"2018","journal-title":"Journal of Business Research"},{"issue":"2","key":"key2024090114282007700_ref113","doi-asserted-by":"publisher","first-page":"509","DOI":"10.2307\/41703465","article-title":"Efficiency or innovation: how do industry environments moderate the effects of firms\u2019 IT asset portfolios?","volume":"36","year":"2012","journal-title":"MIS Quarterly"},{"issue":"6","key":"key2024090114282007700_ref114","doi-asserted-by":"crossref","first-page":"550","DOI":"10.1016\/j.evolhumbehav.2020.08.006","article-title":"Theory and measurement of environmental unpredictability","volume":"41","year":"2020","journal-title":"Evolution and Human Behavior"},{"issue":"2","key":"key2024090114282007700_ref115","doi-asserted-by":"crossref","first-page":"185","DOI":"10.2307\/4134351","article-title":"Absorptive capacity: a review, reconceptualization, and extension","volume":"27","year":"2002","journal-title":"Academy of Management Review"},{"issue":"5","key":"key2024090114282007700_ref116","doi-asserted-by":"crossref","first-page":"925","DOI":"10.2307\/1556420","article-title":"International expansion by new venture firms: international diversity, mode of market entry, technological learning, and performance","volume":"43","year":"2000","journal-title":"Academy of Management Journal"},{"issue":"6","key":"key2024090114282007700_ref117","doi-asserted-by":"crossref","first-page":"849","DOI":"10.1108\/00251741011053433","article-title":"The impact of different types of market orientation on product innovation performance: evidence from Chinese manufacturers","volume":"48","year":"2010","journal-title":"Management Decision"},{"key":"key2024090114282007700_ref118","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1016\/j.jbusres.2021.04.071","article-title":"Social media strategic capability, organizational unlearning, and disruptive innovation of SMEs: the moderating roles of TMT heterogeneity and environmental dynamism","volume":"133","year":"2021","journal-title":"Journal of Business Research"},{"issue":"03","key":"key2024090114282007700_ref119","doi-asserted-by":"crossref","first-page":"291","DOI":"10.4236\/ajibm.2016.63027","article-title":"The impact of quality management practices on innovation in China: the moderating effects of market turbulence","volume":"6","year":"2016","journal-title":"American Journal of Industrial and Business Management"},{"key":"key2024090114282007700_ref120","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1016\/j.indmarman.2018.11.008","article-title":"The relationship between marketing agility and financial performance under different levels of market turbulence","volume":"83","year":"2019","journal-title":"Industrial Marketing Management"},{"issue":"4","key":"key2024090114282007700_ref121","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1108\/14601060610707812","article-title":"A measurement scale for product innovation performance","volume":"9","year":"2006","journal-title":"European Journal of Innovation Management"},{"issue":"3","key":"key2024090114282007700_ref122","doi-asserted-by":"crossref","first-page":"465","DOI":"10.1111\/jpim.12011","article-title":"Consequences of new product development speed: a meta\u2010analysis","volume":"30","year":"2013","journal-title":"Journal of Product Innovation Management"},{"issue":"11","key":"key2024090114282007700_ref123","doi-asserted-by":"crossref","first-page":"2835","DOI":"10.1108\/BFJ-02-2019-0097","article-title":"Improving the new product development using big data: a case study of a food company","volume":"121","year":"2019","journal-title":"British Food Journal"},{"issue":"5","key":"key2024090114282007700_ref124","doi-asserted-by":"crossref","first-page":"640","DOI":"10.1111\/jpim.12397","article-title":"Big data facilitation, utilization, and monetization: exploring the 3vs in a new product development process","volume":"34","year":"2017","journal-title":"Journal of Product Innovation Management"},{"issue":"3","key":"key2024090114282007700_ref125","doi-asserted-by":"crossref","first-page":"190","DOI":"10.1177\/0092070398263002","article-title":"Interactions between marketing and quality at the Sbu level: influences and outcomes","volume":"26","year":"1998","journal-title":"Journal of the Academy of Marketing Science"},{"issue":"1","key":"key2024090114282007700_ref126","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1509\/jm.75.1.1","article-title":"The effects of business and political ties on firm performance: evidence from China","volume":"75","year":"2011","journal-title":"Journal of Marketing"},{"issue":"5","key":"key2024090114282007700_ref127","doi-asserted-by":"crossref","first-page":"719","DOI":"10.1177\/0011000006286345","article-title":"A brief guide to structural equation modeling","volume":"34","year":"2006","journal-title":"The Counseling Psychologist"}],"container-title":["Information Technology &amp; People"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/ITP-03-2022-0237\/full\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/ITP-03-2022-0237\/full\/html","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T21:54:31Z","timestamp":1753394071000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.emerald.com\/itp\/article\/37\/6\/2279-2301\/1231129"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9,4]]},"references-count":131,"journal-issue":{"issue":"6","published-online":{"date-parts":[[2023,9,4]]},"published-print":{"date-parts":[[2024,9,3]]}},"alternative-id":["10.1108\/ITP-03-2022-0237"],"URL":"https:\/\/doi.org\/10.1108\/itp-03-2022-0237","relation":{},"ISSN":["0959-3845"],"issn-type":[{"value":"0959-3845","type":"print"}],"subject":[],"published":{"date-parts":[[2023,9,4]]}}}