{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T15:37:49Z","timestamp":1781624269351,"version":"3.54.5"},"reference-count":116,"publisher":"Elsevier BV","issue":"4","license":[{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["JZ2025HGTG0283"],"award-info":[{"award-number":["JZ2025HGTG0283"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100013804","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100013804","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["72002063"],"award-info":[{"award-number":["72002063"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Information Processing & Management"],"published-print":{"date-parts":[[2026,6]]},"DOI":"10.1016\/j.ipm.2026.104635","type":"journal-article","created":{"date-parts":[[2026,1,20]],"date-time":"2026-01-20T02:13:36Z","timestamp":1768875216000},"page":"104635","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":1,"title":["Artificial intelligence applications and innovation ambidexterity: The \u201cinverted U-shaped\u201d regulating effect of risk-taking"],"prefix":"10.1016","volume":"63","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7087-5465","authenticated-orcid":false,"given":"Lihua","family":"Fu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Luo","family":"Jin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yaokuang","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"4","key":"10.1016\/j.ipm.2026.104635_bib0001","doi-asserted-by":"crossref","first-page":"399","DOI":"10.1111\/ijsa.12306","article-title":"Justice perceptions of artificial intelligence in selection","volume":"28","author":"Acikgoz","year":"2020","journal-title":"International Journal of Selection and Assessment"},{"issue":"2","key":"10.1016\/j.ipm.2026.104635_bib0002","doi-asserted-by":"crossref","first-page":"194","DOI":"10.1108\/JMD-05-2024-0171","article-title":"Unlocking AI capabilities: Exploring strategic fit, innovation ambidexterity and digital entrepreneurial intent in driving digital transformation","volume":"44","author":"Ahmad","year":"2025","journal-title":"Journal of Management Development"},{"key":"10.1016\/j.ipm.2026.104635_bib0003","doi-asserted-by":"crossref","DOI":"10.1016\/j.jbusres.2024.114786","article-title":"The impact of human AI skills on organizational innovation: The moderating role of digital organizational culture","volume":"182","author":"An","year":"2024","journal-title":"Journal of Business Research"},{"issue":"6","key":"10.1016\/j.ipm.2026.104635_bib0004","first-page":"357","article-title":"Patenting as an indicator of technological innovation: A review","volume":"19","author":"Archibugi","year":"1992","journal-title":"Science and Public Policy"},{"key":"10.1016\/j.ipm.2026.104635_bib0005","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1016\/j.indmarman.2023.03.005","article-title":"Flipping the odds of AI-driven open innovation: The effectiveness of partner trustworthiness in counteracting interorganizational knowledge hiding","volume":"111","author":"Arias-P\u00e9rez","year":"2023","journal-title":"Industrial Marketing Management"},{"key":"10.1016\/j.ipm.2026.104635_bib0006","doi-asserted-by":"crossref","DOI":"10.1016\/j.jfineco.2023.103745","article-title":"Artificial intelligence, firm growth, and product innovation","volume":"151","author":"Babina","year":"2024","journal-title":"Journal of Financial Economics"},{"key":"10.1016\/j.ipm.2026.104635_bib0007","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2022.122264","article-title":"Artificial intelligence and corporate innovation: A review and research agenda","volume":"188","author":"Bahoo","year":"2023","journal-title":"Technological Forecasting and Social Change"},{"issue":"5","key":"10.1016\/j.ipm.2026.104635_bib0008","doi-asserted-by":"crossref","first-page":"2386","DOI":"10.1109\/TEM.2020.3011061","article-title":"Does more CEO ambivalence lead to higher organizational ambidexterity? A paradoxical perspective","volume":"69","author":"Bao","year":"2022","journal-title":"IEEE Transactions on Engineering Management"},{"issue":"1","key":"10.1016\/j.ipm.2026.104635_bib0009","doi-asserted-by":"crossref","first-page":"142","DOI":"10.2991\/ijcis.d.200127.002","article-title":"Examining the impact of Artificial Intelligence (AI)-Assisted social media marketing on the performance of small and medium enterprises: Toward effective business management in the Saudi Arabian context","volume":"13","author":"Basri","year":"2020","journal-title":"International Journal of Computational Intelligence Systems"},{"key":"10.1016\/j.ipm.2026.104635_bib0010","doi-asserted-by":"crossref","DOI":"10.1016\/j.irfa.2021.101785","article-title":"Cash flow uncertainty, financial constraints and R&D investment","volume":"76","author":"Beladi","year":"2021","journal-title":"International Review of Financial Analysis"},{"issue":"9","key":"10.1016\/j.ipm.2026.104635_bib0011","doi-asserted-by":"crossref","first-page":"1471","DOI":"10.1287\/mnsc.41.9.1471","article-title":"Configurations of interorganizational relationships: A comparison between U.S. and Japanese automakers","volume":"41","author":"Bensaou","year":"1995","journal-title":"Management Science"},{"issue":"1","key":"10.1016\/j.ipm.2026.104635_bib0012","doi-asserted-by":"crossref","DOI":"10.1016\/j.respol.2023.104903","article-title":"A new dataset to study a century of innovation in Europe and in the US","volume":"53","author":"Bergeaud","year":"2024","journal-title":"Research Policy"},{"issue":"2","key":"10.1016\/j.ipm.2026.104635_bib0013","doi-asserted-by":"crossref","first-page":"347","DOI":"10.1007\/s11575-022-00495-w","article-title":"Cross-border dynamics of IP modularity: International patenting in LEDs and Lithium-Ion secondary battery technology","volume":"63","author":"Bican","year":"2023","journal-title":"Management International Review"},{"issue":"3","key":"10.1016\/j.ipm.2026.104635_bib0014","doi-asserted-by":"crossref","first-page":"440","DOI":"10.1016\/j.jretai.2023.08.001","article-title":"Testing the performance of online recommendation agents: A meta-analysis","volume":"99","author":"Blut","year":"2023","journal-title":"Journal of Retailing"},{"issue":"3","key":"10.1016\/j.ipm.2026.104635_bib0015","doi-asserted-by":"crossref","first-page":"628","DOI":"10.1093\/ectj\/utac018","article-title":"Evaluating (weighted) dynamic treatment effects by double machine learning","volume":"25","author":"Bodory","year":"2022","journal-title":"The Econometrics Journal"},{"key":"10.1016\/j.ipm.2026.104635_bib0016","series-title":"Proceedings of the Future Technologies Conference (FTC) 2023","first-page":"332","article-title":"AI in retail industry: Valuable insights that improve profitability and drive growth","volume":"1","author":"Boileau","year":"2023"},{"issue":"1","key":"10.1016\/j.ipm.2026.104635_bib0017","doi-asserted-by":"crossref","first-page":"170","DOI":"10.1016\/j.ijforecast.2018.09.003","article-title":"Forecasting sales in the supply chain: Consumer analytics in the big data era","volume":"35","author":"Boone","year":"2019","journal-title":"International Journal of Forecasting"},{"issue":"3","key":"10.1016\/j.ipm.2026.104635_bib0018","doi-asserted-by":"crossref","first-page":"641","DOI":"10.1016\/j.jfineco.2012.12.007","article-title":"The role of state and foreign owners in corporate risk-taking: Evidence from privatization","volume":"108","author":"Boubakri","year":"2013","journal-title":"Journal of Financial Economics"},{"key":"10.1016\/j.ipm.2026.104635_bib0019","doi-asserted-by":"crossref","DOI":"10.1016\/j.jbusres.2023.114196","article-title":"AI for managing open innovation: Opportunities, challenges, and a research agenda","volume":"167","author":"Broekhuizen","year":"2023","journal-title":"Journal of Business Research"},{"key":"10.1016\/j.ipm.2026.104635_bib0020","series-title":"Notes from the AI frontier: Modeling the impact of AI on the world economy","author":"Bughin","year":"2018"},{"key":"10.1016\/j.ipm.2026.104635_bib0021","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2019.119828","article-title":"Automation technologies: Long-term effects for Spanish industrial firms","volume":"151","author":"Cami\u00f1a","year":"2020","journal-title":"Technological Forecasting and Social Change"},{"key":"10.1016\/j.ipm.2026.104635_bib0022","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1016\/j.jbusres.2019.03.035","article-title":"How entrepreneurial SMEs compete through digital platforms: The roles of digital platform capability, network capability and ambidexterity","volume":"100","author":"Cenamor","year":"2019","journal-title":"Journal of Business Research"},{"key":"10.1016\/j.ipm.2026.104635_bib0023","first-page":"1","article-title":"Innovation ambidexterity and impact on the performance in IT companies: The moderating role of business experience","volume":"34","author":"Ceptureanu","year":"2021","journal-title":"Technology Analysis & Strategic Management"},{"issue":"2","key":"10.1016\/j.ipm.2026.104635_bib0024","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1108\/BL-02-2019-0069","article-title":"Are CRM systems ready for AI integration? A conceptual framework of organizational readiness for effective AI-CRM integration","volume":"32","author":"Chatterjee","year":"2019","journal-title":"The Bottom Line"},{"issue":"3","key":"10.1016\/j.ipm.2026.104635_bib0025","doi-asserted-by":"crossref","first-page":"967","DOI":"10.1007\/s10796-022-10261-w","article-title":"Assessing the implementation of AI integrated CRM system for B2C relationship management: Integrating contingency theory and dynamic capability view theory","volume":"26","author":"Chatterjee","year":"2024","journal-title":"Information Systems Frontiers"},{"key":"10.1016\/j.ipm.2026.104635_bib0026","first-page":"1","article-title":"Going digital: Implications for firm value and performance","volume":"29","author":"Chen","year":"2023","journal-title":"Review of Accounting Studies"},{"key":"10.1016\/j.ipm.2026.104635_bib0027","doi-asserted-by":"crossref","DOI":"10.1016\/j.jbusres.2025.115254","article-title":"Shifting gears: Role of CEO turnover on shifts between exploration and exploitation","volume":"191","author":"Choi","year":"2025","journal-title":"Journal of Business Research"},{"key":"10.1016\/j.ipm.2026.104635_bib0028","doi-asserted-by":"crossref","first-page":"36","DOI":"10.1016\/j.indmarman.2018.07.005","article-title":"The drivers of success in new-product development","volume":"76","author":"Cooper","year":"2019","journal-title":"Industrial Marketing Management"},{"key":"10.1016\/j.ipm.2026.104635_bib0029","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1016\/j.indmarman.2024.03.008","article-title":"The AI transformation of product innovation","volume":"119","author":"Cooper","year":"2024","journal-title":"Industrial Marketing Management"},{"issue":"2","key":"10.1016\/j.ipm.2026.104635_bib0030","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1111\/caim.12052","article-title":"Exploring relationships among proactiveness, risk-taking and innovation output in family and non-family firms","volume":"23","author":"Craig","year":"2014","journal-title":"Creativity and Innovation Management"},{"issue":"2","key":"10.1016\/j.ipm.2026.104635_bib0031","doi-asserted-by":"crossref","first-page":"170","DOI":"10.1108\/JMH-11-2016-0060","article-title":"Herbert Simon\u2019s bounded rationality: Its historical evolution in management and cross-fertilizing contribution","volume":"23","author":"Cristofaro","year":"2017","journal-title":"Journal of Management History"},{"key":"10.1016\/j.ipm.2026.104635_bib0032","doi-asserted-by":"crossref","DOI":"10.1016\/j.chb.2020.106661","article-title":"Mobile applications aiming to facilitate immigrants\u2019 societal integration and overall level of integration, health and mental health. Does artificial intelligence enhance outcomes?","volume":"117","author":"Drydakis","year":"2021","journal-title":"Computers in Human Behavior"},{"key":"10.1016\/j.ipm.2026.104635_bib0033","doi-asserted-by":"crossref","DOI":"10.1016\/j.jclepro.2023.136765","article-title":"Strategic orientations, organizational ambidexterity, and sustainable competitive advantage: Mediating role of industry 4.0 readiness in emerging markets","volume":"401","author":"Ed-Dafali","year":"2023","journal-title":"Journal of Cleaner Production"},{"issue":"1","key":"10.1016\/j.ipm.2026.104635_bib0034","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1016\/S0048-7333(99)00098-0","article-title":"Patent applications and subsequent changes of performance: Evidence from time-series cross-section analyses on the firm level","volume":"30","author":"Ernst","year":"2001","journal-title":"Research Policy"},{"issue":"11","key":"10.1016\/j.ipm.2026.104635_bib0035","doi-asserted-by":"crossref","first-page":"3601","DOI":"10.1093\/rfs\/hhr065","article-title":"Large shareholder diversification and corporate risk-taking","volume":"24","author":"Faccio","year":"2011","journal-title":"The Review of Financial Studies"},{"key":"10.1016\/j.ipm.2026.104635_bib0036","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1016\/j.jbusres.2022.04.030","article-title":"Dynamic capabilities and innovation ambidexterity: The roles of intellectual capital and innovation orientation","volume":"148","author":"Farzaneh","year":"2022","journal-title":"Journal of Business Research"},{"issue":"3","key":"10.1016\/j.ipm.2026.104635_bib0037","doi-asserted-by":"crossref","first-page":"795","DOI":"10.1111\/radm.12727","article-title":"What \u201cV\u201d of the big data influence SMEs' open innovation breadth and depth? An empirical analysis","volume":"55","author":"Ferrigno","year":"2025","journal-title":"R&D Management"},{"issue":"6","key":"10.1016\/j.ipm.2026.104635_bib0038","doi-asserted-by":"crossref","first-page":"1173","DOI":"10.5465\/amj.2006.23478255","article-title":"The symbolic management of strategic change: Sensegiving via framing and decoupling","volume":"49","author":"Fiss","year":"2006","journal-title":"Academy of Management Journal"},{"key":"10.1016\/j.ipm.2026.104635_bib0039","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2024.123821","article-title":"The impact of artificial intelligence on green technology cycles in China","volume":"209","author":"Fu","year":"2024","journal-title":"Technological Forecasting and Social Change"},{"issue":"3","key":"10.1016\/j.ipm.2026.104635_bib0040","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"},{"issue":"5","key":"10.1016\/j.ipm.2026.104635_bib0041","doi-asserted-by":"crossref","first-page":"1094","DOI":"10.1016\/j.jbusres.2014.10.012","article-title":"Unraveling the link between managerial risk-taking and innovation: The mediating role of a risk-taking climate","volume":"68","author":"Garc\u00eda-Granero","year":"2015","journal-title":"Journal of Business Research"},{"issue":"1","key":"10.1016\/j.ipm.2026.104635_bib0042","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1111\/radm.12477","article-title":"Unveiling the role of risk-taking in innovation: Antecedents and effects","volume":"52","author":"Giaccone","year":"2022","journal-title":"R&D Management"},{"issue":"1","key":"10.1016\/j.ipm.2026.104635_bib0043","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1016\/j.respol.2015.08.002","article-title":"Exploitative and exploratory innovations in knowledge network and collaboration network: A patent analysis in the technological field of nano-energy","volume":"45","author":"Guan","year":"2016","journal-title":"Research Policy"},{"key":"10.1016\/j.ipm.2026.104635_bib0044","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2020.120392","article-title":"Artificial intelligence and innovation management: A review, framework, and research agenda","volume":"162","author":"Haefner","year":"2021","journal-title":"Technological Forecasting and Social Change"},{"issue":"4","key":"10.1016\/j.ipm.2026.104635_bib0045","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1177\/0008125619864925","article-title":"A brief history of artificial intelligence: On the past, present, and future of artificial intelligence","volume":"61","author":"Haenlein","year":"2019","journal-title":"California Management Review"},{"issue":"1","key":"10.1016\/j.ipm.2026.104635_bib0046","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1108\/MD-02-2023-0237","article-title":"Proactiveness, knowledge management capability and innovation ambidexterity: An empirical examination of digital supply chain adoption","volume":"62","author":"Hashem","year":"2024","journal-title":"Management Decision"},{"issue":"4","key":"10.1016\/j.ipm.2026.104635_bib0047","doi-asserted-by":"crossref","first-page":"481","DOI":"10.1287\/orsc.1040.0078","article-title":"Exploration vs. Exploitation: An empirical test of the ambidexterity hypothesis","volume":"15","author":"He","year":"2004","journal-title":"Organization Science"},{"key":"10.1016\/j.ipm.2026.104635_bib0048","doi-asserted-by":"crossref","first-page":"s201","DOI":"10.1002\/hrm.21703","article-title":"Managerial social networks and ambidexterity of SMEs: The moderating role of a proactive commitment to innovation","volume":"54","author":"Heavey","year":"2015","journal-title":"Human Resource Management"},{"issue":"2","key":"10.1016\/j.ipm.2026.104635_bib0049","first-page":"123","article-title":"Options for formulating a digital transformation strategy","volume":"15","author":"Hess","year":"2020","journal-title":"MIS Quarterly Executive"},{"issue":"6","key":"10.1016\/j.ipm.2026.104635_bib0050","doi-asserted-by":"crossref","first-page":"595","DOI":"10.1002\/smj.886","article-title":"Corporate governance and returns on information technology investment: Evidence from an emerging market","volume":"32","author":"Ho","year":"2011","journal-title":"Strategic Management Journal"},{"key":"10.1016\/j.ipm.2026.104635_bib0051","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1016\/j.indmarman.2019.11.001","article-title":"Big data analytics for supply chain relationship in banking","volume":"86","author":"Hung","year":"2020","journal-title":"Industrial Marketing Management"},{"issue":"1","key":"10.1016\/j.ipm.2026.104635_bib0052","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1108\/JWL-11-2021-0144","article-title":"How important strategic learning capabilities are during COVID-19? A model for innovation ambidexterity","volume":"35","author":"Islam","year":"2023","journal-title":"Journal of Workplace Learning"},{"issue":"4","key":"10.1016\/j.ipm.2026.104635_bib0053","doi-asserted-by":"crossref","first-page":"1679","DOI":"10.1111\/j.1540-6261.2008.01372.x","article-title":"Corporate governance and risk-taking","volume":"63","author":"John","year":"2008","journal-title":"The Journal of Finance"},{"issue":"1","key":"10.1016\/j.ipm.2026.104635_bib0054","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1108\/JKM-12-2019-0743","article-title":"Firm exporting and investment in exploratory and exploitative R&D","volume":"25","author":"Ke","year":"2021","journal-title":"Journal of Knowledge Management"},{"issue":"3","key":"10.1016\/j.ipm.2026.104635_bib0055","doi-asserted-by":"crossref","first-page":"334","DOI":"10.1111\/jpim.12203","article-title":"What makes a family firm innovative? CEO risk-taking propensity and the organizational context of family firms","volume":"32","author":"Kraiczy","year":"2015","journal-title":"Journal of Product Innovation Management"},{"key":"10.1016\/j.ipm.2026.104635_bib0056","first-page":"1738","article-title":"Artificial intelligence and big data analytics in support of cyber defense","author":"Leenen","year":"2019","journal-title":"Research Anthology on Artificial Intelligence Applications in Security"},{"key":"10.1016\/j.ipm.2026.104635_bib0057","doi-asserted-by":"crossref","DOI":"10.1016\/j.resourpol.2023.103324","article-title":"Artificial intelligence, resource reallocation, and corporate innovation efficiency: Evidence from China's listed companies","volume":"81","author":"Li","year":"2023","journal-title":"Resources Policy"},{"key":"10.1016\/j.ipm.2026.104635_bib0058","doi-asserted-by":"crossref","first-page":"700","DOI":"10.1016\/j.jbusres.2019.10.036","article-title":"Organizational mindfulness towards digital transformation as a prerequisite of information processing capability to achieve market agility","volume":"122","author":"Li","year":"2021","journal-title":"Journal of Business Research"},{"key":"10.1016\/j.ipm.2026.104635_bib0059","doi-asserted-by":"crossref","DOI":"10.1016\/j.cmpb.2024.108013","article-title":"ChatGPT in healthcare: A taxonomy and systematic review","volume":"245","author":"Li","year":"2024","journal-title":"Computer Methods and Programs in Biomedicine"},{"key":"10.1016\/j.ipm.2026.104635_bib0060","doi-asserted-by":"crossref","DOI":"10.1016\/j.ijinfomgt.2025.102935","article-title":"Impact of AI on firm ambidextrous innovation: Mediating role of digital knowledge coupling","volume":"84","author":"Li","year":"2025","journal-title":"International Journal of Information Management"},{"issue":"7","key":"10.1016\/j.ipm.2026.104635_bib0061","doi-asserted-by":"crossref","first-page":"3265","DOI":"10.1093\/rfs\/hhaa079","article-title":"Measuring corporate culture using machine learning","volume":"34","author":"Li","year":"2021","journal-title":"The Review of Financial Studies"},{"key":"10.1016\/j.ipm.2026.104635_bib0062","doi-asserted-by":"crossref","first-page":"3308","DOI":"10.1109\/TEM.2023.3339341","article-title":"The paradoxical effect of digital transformation on innovation performance: Does risk-taking matter?","volume":"71","author":"Li","year":"2024","journal-title":"IEEE Transactions on Engineering Management"},{"issue":"4","key":"10.1016\/j.ipm.2026.104635_bib0063","doi-asserted-by":"crossref","first-page":"1601","DOI":"10.1108\/EJIM-07-2023-0526","article-title":"Digital transformation and innovation ambidexterity: Perspectives on accumulation and resilience effects","volume":"28","author":"Li","year":"2025","journal-title":"European Journal of Innovation Management"},{"key":"10.1016\/j.ipm.2026.104635_bib0064","doi-asserted-by":"crossref","DOI":"10.1016\/j.jbusres.2023.113792","article-title":"Online-offline channel integration and innovation ambidexterity: Roles of top management team and environmental dynamism","volume":"160","author":"Li","year":"2023","journal-title":"Journal of Business Research"},{"key":"10.1016\/j.ipm.2026.104635_bib0065","doi-asserted-by":"crossref","DOI":"10.1016\/j.ijpe.2020.107777","article-title":"The impact of digital technologies on economic and environmental performance in the context of industry 4.0: A moderated mediation model","volume":"229","author":"Li","year":"2020","journal-title":"International Journal of Production Economics"},{"key":"10.1016\/j.ipm.2026.104635_bib0066","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2020.120142","article-title":"Influence of artificial intelligence on technological innovation: Evidence from the panel data of china's manufacturing sectors","volume":"158","author":"Liu","year":"2020","journal-title":"Technological Forecasting and Social Change"},{"issue":"1","key":"10.1016\/j.ipm.2026.104635_bib0067","doi-asserted-by":"crossref","DOI":"10.1016\/j.jik.2023.100332","article-title":"Digital transformation, risk-taking, and innovation: Evidence from data on listed enterprises in China","volume":"8","author":"Liu","year":"2023","journal-title":"Journal of Innovation & Knowledge"},{"key":"10.1016\/j.ipm.2026.104635_bib0068","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2023.122860","article-title":"Digital transformation as an enabler of sustainability innovation and performance \u2013 Information processing and innovation ambidexterity perspectives","volume":"196","author":"Lu","year":"2023","journal-title":"Technological Forecasting and Social Change"},{"key":"10.1016\/j.ipm.2026.104635_bib0069","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2020.120248","article-title":"Balancing innovation and exploitation in the fourth industrial revolution: Role of intellectual capital and technology absorptive capacity","volume":"160","author":"Mahmood","year":"2020","journal-title":"Technological Forecasting and Social Change"},{"issue":"1","key":"10.1016\/j.ipm.2026.104635_bib0070","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1287\/orsc.2.1.71","article-title":"Exploration and exploitation in organizational learning","volume":"2","author":"March","year":"1991","journal-title":"Organization Science"},{"key":"10.1016\/j.ipm.2026.104635_bib0071","doi-asserted-by":"crossref","DOI":"10.1016\/j.jbusres.2022.113364","article-title":"Types of innovation and artificial intelligence: A systematic quantitative literature review and research agenda","volume":"155","author":"Mariani","year":"2023","journal-title":"Journal of Business Research"},{"key":"10.1016\/j.ipm.2026.104635_bib0072","doi-asserted-by":"crossref","first-page":"642","DOI":"10.1016\/j.jbusres.2020.10.033","article-title":"Digital transformation and customer value creation in Made in Italy SMEs: A dynamic capabilities perspective","volume":"123","author":"Matarazzo","year":"2021","journal-title":"Journal of Business Research"},{"issue":"2","key":"10.1016\/j.ipm.2026.104635_bib0073","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":"Information & Management"},{"issue":"1","key":"10.1016\/j.ipm.2026.104635_bib0074","doi-asserted-by":"crossref","DOI":"10.1016\/j.infoandorg.2023.100498","article-title":"From worker empowerment to managerial control: The devolution of AI tools' intended positive implementation to their negative consequences","volume":"34","author":"Monod","year":"2024","journal-title":"Information and Organization"},{"key":"10.1016\/j.ipm.2026.104635_bib0075","series-title":"Notes from the AI frontier: Applications and value of deep learning","author":"Mutiara","year":"2018"},{"key":"10.1016\/j.ipm.2026.104635_bib0076","doi-asserted-by":"crossref","DOI":"10.1016\/j.technovation.2020.102121","article-title":"Managing the digital supply chain: The role of smart technologies","volume":"96-97","author":"Nasiri","year":"2020","journal-title":"Technovation"},{"issue":"4","key":"10.1016\/j.ipm.2026.104635_bib0077","doi-asserted-by":"crossref","first-page":"3211","DOI":"10.1111\/acfi.13245","article-title":"Using machine learning and 10-K filings to measure innovation","volume":"64","author":"Nousiainen","year":"2024","journal-title":"Accounting & Finance"},{"issue":"1","key":"10.1016\/j.ipm.2026.104635_bib0078","doi-asserted-by":"crossref","first-page":"148","DOI":"10.1017\/jmo.2018.9","article-title":"Information technology capability, knowledge management capability, and organizational agility: The role of environmental factors","volume":"27","author":"Panda","year":"2021","journal-title":"Journal of Management & Organization"},{"issue":"1","key":"10.1016\/j.ipm.2026.104635_bib0079","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":"Journal of Management Information Systems"},{"key":"10.1016\/j.ipm.2026.104635_bib0080","doi-asserted-by":"crossref","DOI":"10.1016\/j.frl.2023.104193","article-title":"Managerial ability, managerial risk taking and innovation performance","volume":"57","author":"Qian","year":"2023","journal-title":"Finance Research Letters"},{"issue":"7","key":"10.1016\/j.ipm.2026.104635_bib0081","doi-asserted-by":"crossref","DOI":"10.1016\/j.respol.2022.104555","article-title":"Artificial intelligence and industrial innovation: Evidence from German firm-level data","volume":"51","author":"Rammer","year":"2022","journal-title":"Research Policy"},{"key":"10.1016\/j.ipm.2026.104635_bib0082","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2024.123256","article-title":"The impact of healthcare 4.0 technologies on healthcare supply chain performance: Extending the organizational information processing theory","volume":"201","author":"Saha","year":"2024","journal-title":"Technological Forecasting and Social Change"},{"issue":"5","key":"10.1016\/j.ipm.2026.104635_bib0083","doi-asserted-by":"crossref","first-page":"1121","DOI":"10.1108\/BPMJ-03-2019-0135","article-title":"Ambidextrous innovation orientation effected by the digital transformation","volume":"26","author":"Scuotto","year":"2020","journal-title":"Business Process Management Journal"},{"issue":"5","key":"10.1016\/j.ipm.2026.104635_bib0084","doi-asserted-by":"crossref","first-page":"864","DOI":"10.1111\/j.1467-6486.2009.00841.x","article-title":"A typology for aligning organizational ambidexterity's conceptualizations, antecedents, and outcomes","volume":"46","author":"Simsek","year":"2009","journal-title":"Journal of Management Studies"},{"key":"10.1016\/j.ipm.2026.104635_bib0085","doi-asserted-by":"crossref","DOI":"10.1016\/j.technovation.2024.103021","article-title":"Applications of generative AI and future organizational performance: The mediating role of explorative and exploitative innovation and the moderating role of ethical dilemmas and environmental dynamism","volume":"133","author":"Singh","year":"2024","journal-title":"Technovation"},{"key":"10.1016\/j.ipm.2026.104635_bib0086","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2024.123328","article-title":"A study on big data analytics and innovation: From technological and business cycle perspectives","volume":"202","author":"Sivarajah","year":"2024","journal-title":"Technological Forecasting and Social Change"},{"key":"10.1016\/j.ipm.2026.104635_bib0087","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2023.122903","article-title":"Artificial intelligence enabling circular business model innovation in digital servitization: Conceptualizing dynamic capabilities, AI capacities, business models and effects","volume":"197","author":"Sj\u00f6din","year":"2023","journal-title":"Technological Forecasting and Social Change"},{"issue":"4","key":"10.1016\/j.ipm.2026.104635_bib0088","doi-asserted-by":"crossref","first-page":"824","DOI":"10.1108\/JKM-10-2017-0448","article-title":"Information technology, knowledge management and environmental dynamism as drivers of innovation ambidexterity: A study in SMEs","volume":"22","author":"Soto-Acosta","year":"2018","journal-title":"Journal of Knowledge Management"},{"issue":"4","key":"10.1016\/j.ipm.2026.104635_bib0089","doi-asserted-by":"crossref","DOI":"10.1016\/j.jik.2023.100418","article-title":"Assessing the effectiveness of open innovation implementation strategies in the promotion of ambidextrous innovation in Thai small and medium-sized enterprises","volume":"8","author":"Srisathan","year":"2023","journal-title":"Journal of Innovation & Knowledge"},{"key":"10.1016\/j.ipm.2026.104635_bib0090","doi-asserted-by":"crossref","DOI":"10.1016\/j.jbusres.2024.114500","article-title":"Artificial intelligence and adaptive response to market changes: A strategy to enhance firm performance and innovation","volume":"174","author":"Sullivan","year":"2024","journal-title":"Journal of Business Research"},{"issue":"5","key":"10.1016\/j.ipm.2026.104635_bib0091","doi-asserted-by":"crossref","first-page":"1054","DOI":"10.1080\/09537325.2022.2069007","article-title":"Curious, unconventional and creative: CEO openness and innovation ambidexterity","volume":"36","author":"Tan","year":"2024","journal-title":"Technology Analysis & Strategic Management"},{"key":"10.1016\/j.ipm.2026.104635_bib0092","doi-asserted-by":"crossref","DOI":"10.1016\/j.techsoc.2023.102254","article-title":"Managing innovation in the era of AI","volume":"73","author":"Tekic","year":"2023","journal-title":"Technology in Society"},{"key":"10.1016\/j.ipm.2026.104635_bib0093","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2023.122732","article-title":"Can enterprise green technology innovation performance achieve \u201ccorner overtaking\u201d by using artificial intelligence?\u2014Evidence from Chinese manufacturing enterprises","volume":"194","author":"Tian","year":"2023","journal-title":"Technological Forecasting and Social Change"},{"issue":"4","key":"10.1016\/j.ipm.2026.104635_bib0094","doi-asserted-by":"crossref","first-page":"544","DOI":"10.1016\/j.apmrv.2023.03.004","article-title":"Information technology capabilities and organizational ambidexterity facilitating organizational resilience and firm performance of SMEs","volume":"28","author":"Trieu","year":"2023","journal-title":"Asia Pacific Management Review"},{"key":"10.1016\/j.ipm.2026.104635_bib0095","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2022.121852","article-title":"Artificial intelligence as an enabler for innovation: A review and future research agenda","volume":"183","author":"Truong","year":"2022","journal-title":"Technological Forecasting and Social Change"},{"key":"10.1016\/j.ipm.2026.104635_bib0096","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jbusres.2019.08.049","article-title":"Finding the microfoundations of organizational ambidexterity - Demystifying the role of top management behavioural integration","volume":"106","author":"Venugopal","year":"2020","journal-title":"Journal of Business Research"},{"issue":"3","key":"10.1016\/j.ipm.2026.104635_bib0097","doi-asserted-by":"crossref","first-page":"212","DOI":"10.1111\/jpim.12523","article-title":"Innovation and design in the age of artificial intelligence","volume":"37","author":"Verganti","year":"2020","journal-title":"Journal of Product Innovation Management"},{"issue":"9","key":"10.1016\/j.ipm.2026.104635_bib0098","doi-asserted-by":"crossref","first-page":"1217","DOI":"10.1016\/j.respol.2011.07.006","article-title":"To explore or to exploit? An empirical investigation of acquisitions by large incumbents","volume":"40","author":"Wagner","year":"2011","journal-title":"Research Policy"},{"key":"10.1016\/j.ipm.2026.104635_bib0099","article-title":"Impact of managerial reputation and risk-taking on enterprise innovation investment from the perspective of social capital: Evidence from China","volume":"13","author":"Wang","year":"2022","journal-title":"Frontiers in Psychology"},{"key":"10.1016\/j.ipm.2026.104635_bib0100","series-title":"The Future of Jobs Report 2025","year":"2025"},{"issue":"5","key":"10.1016\/j.ipm.2026.104635_bib0101","doi-asserted-by":"crossref","first-page":"154","DOI":"10.3390\/systems12050154","article-title":"Corporate risk-Taking, innovation efficiency, and high-quality development: Evidence from Chinese firms","volume":"12","author":"Wu","year":"2024","journal-title":"Systems"},{"issue":"6","key":"10.1016\/j.ipm.2026.104635_bib0102","doi-asserted-by":"crossref","DOI":"10.1016\/j.ipm.2024.103867","article-title":"Does usage scenario matter? Investigating user perceptions, attitude and support for policies towards ChatGPT","volume":"61","author":"Yan","year":"2024","journal-title":"Information Processing & Management"},{"key":"10.1016\/j.ipm.2026.104635_bib0103","doi-asserted-by":"crossref","DOI":"10.1016\/j.jclepro.2020.124685","article-title":"The impact of risk-taking level on green technology innovation: Evidence from energy-intensive listed companies in China","volume":"281","author":"Yan","year":"2021","journal-title":"Journal of Cleaner Production"},{"issue":"1","key":"10.1016\/j.ipm.2026.104635_bib0104","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1109\/TEM.2009.2023452","article-title":"The relationship between R&D investment and firm profitability under a three-stage sigmoid curve model: Evidence from an emerging economy","volume":"57","author":"Yang","year":"2010","journal-title":"IEEE Transactions on Engineering Management"},{"issue":"10","key":"10.1016\/j.ipm.2026.104635_bib0105","doi-asserted-by":"crossref","DOI":"10.1142\/S1363919622500724","article-title":"Exploring the impact of digital economy on ambidextrous innovation capabilities of firms: Mediating effect of knowledge acquisition","volume":"26","author":"Yang","year":"2022","journal-title":"International Journal of Innovation Management"},{"issue":"02","key":"10.1016\/j.ipm.2026.104635_bib0106","article-title":"How does artificial intelligence improve firm productivity? Based on the perspective of labor skill structure adjustment","volume":"40","author":"Yao","year":"2024","journal-title":"Journal of Management World"},{"key":"10.1016\/j.ipm.2026.104635_bib0107","doi-asserted-by":"crossref","DOI":"10.1016\/j.chb.2023.107987","article-title":"Can AI really help? The double-edged sword effect of AI assistant on employees\u2019 innovation behavior","volume":"150","author":"Yin","year":"2024","journal-title":"Computers in Human Behavior"},{"issue":"2","key":"10.1016\/j.ipm.2026.104635_bib0108","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1111\/jpim.12653","article-title":"CEO narcissism and innovation ambidexterity: The moderating roles of CEO power and firm reputation","volume":"40","author":"You","year":"2023","journal-title":"Journal of Product Innovation Management"},{"key":"10.1016\/j.ipm.2026.104635_bib0109","doi-asserted-by":"crossref","first-page":"1258","DOI":"10.1109\/TEM.2022.3156531","article-title":"Openness to technological innovation, supply chain resilience, and operational performance: Exploring the role of information processing capabilities","volume":"71","author":"Yu","year":"2024","journal-title":"IEEE Transactions on Engineering Management"},{"key":"10.1016\/j.ipm.2026.104635_bib0110","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2022.121951","article-title":"The financial effect of firm digitalization: Evidence from China","volume":"183","author":"Zeng","year":"2022","journal-title":"Technological Forecasting and Social Change"},{"issue":"4","key":"10.1016\/j.ipm.2026.104635_bib0111","doi-asserted-by":"crossref","DOI":"10.1016\/j.respol.2023.104738","article-title":"Knowledge path dependence, external connection, and radical inventions: Evidence from Chinese Academy of Sciences","volume":"52","author":"Zhang","year":"2023","journal-title":"Research Policy"},{"issue":"9","key":"10.1016\/j.ipm.2026.104635_bib0112","doi-asserted-by":"crossref","first-page":"969","DOI":"10.1002\/smj.856","article-title":"FDI spillovers in an emerging market: The role of foreign firms' country origin diversity and domestic firms' absorptive capacity","volume":"31","author":"Zhang","year":"2010","journal-title":"Strategic Management Journal"},{"key":"10.1016\/j.ipm.2026.104635_bib0113","doi-asserted-by":"crossref","DOI":"10.1016\/j.frl.2024.105139","article-title":"Digital transformation and enterprise risk-taking","volume":"62","author":"Zhao","year":"2024","journal-title":"Finance Research Letters"},{"key":"10.1016\/j.ipm.2026.104635_bib0114","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2022.122028","article-title":"Can digital transformation alleviate corporate tax stickiness: The mediation effect of tax avoidance","volume":"184","author":"Zhou","year":"2022","journal-title":"Technological Forecasting and Social Change"},{"key":"10.1016\/j.ipm.2026.104635_bib0115","doi-asserted-by":"crossref","first-page":"9744","DOI":"10.1109\/TEM.2023.3325878","article-title":"Digital transformation and innovation strategy selection: The contingent impact of organizational and environmental factors","volume":"71","author":"Zhou","year":"2024","journal-title":"IEEE Transactions on Engineering Management"},{"key":"10.1016\/j.ipm.2026.104635_bib0116","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1016\/j.indmarman.2023.05.015","article-title":"Avoiding crisis-driven business failure through digital dynamic capabilities. B2B distribution firms during the COVID-19 and beyond","volume":"113","author":"Zia","year":"2023","journal-title":"Industrial Marketing Management"}],"container-title":["Information Processing & Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0306457326000270?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0306457326000270?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T23:54:23Z","timestamp":1773186863000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0306457326000270"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6]]},"references-count":116,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2026,6]]}},"alternative-id":["S0306457326000270"],"URL":"https:\/\/doi.org\/10.1016\/j.ipm.2026.104635","relation":{},"ISSN":["0306-4573"],"issn-type":[{"value":"0306-4573","type":"print"}],"subject":[],"published":{"date-parts":[[2026,6]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Artificial intelligence applications and innovation ambidexterity: The \u201cinverted U-shaped\u201d regulating effect of risk-taking","name":"articletitle","label":"Article Title"},{"value":"Information Processing & Management","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.ipm.2026.104635","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Elsevier Ltd. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"104635"}}