{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,4]],"date-time":"2026-08-04T22:52:09Z","timestamp":1785883929179,"version":"3.56.0"},"reference-count":111,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,6,29]],"date-time":"2026-06-29T00:00:00Z","timestamp":1782691200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100006013","name":"United Arab Emirates University","doi-asserted-by":"publisher","award":["12B105"],"award-info":[{"award-number":["12B105"]}],"id":[{"id":"10.13039\/501100006013","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.es","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of Innovation & Knowledge"],"published-print":{"date-parts":[[2026,11]]},"DOI":"10.1016\/j.jik.2026.101100","type":"journal-article","created":{"date-parts":[[2026,7,28]],"date-time":"2026-07-28T08:43:21Z","timestamp":1785228201000},"page":"101100","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Artificial intelligence, human collaboration, and big data knowledge management: Enabling governance innovation and firm performance"],"prefix":"10.1016","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0238-7064","authenticated-orcid":false,"given":"Adil","family":"Riaz","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2392-1289","authenticated-orcid":false,"given":"Shafique","family":"Ur Rehman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ivan","family":"Brezina","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3505-5955","authenticated-orcid":false,"given":"Fauzia","family":"Jabeen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"11","key":"10.1016\/j.jik.2026.101100_bib0001","doi-asserted-by":"crossref","first-page":"1753","DOI":"10.1080\/09537325.2024.2326120","article-title":"Enhancing corporate governance through AI: A systematic literature review","volume":"37","author":"Ahdadou","year":"2025","journal-title":"Technology Analysis & Strategic Management"},{"issue":"2","key":"10.1016\/j.jik.2026.101100_bib0002","doi-asserted-by":"crossref","first-page":"1114","DOI":"10.1108\/JFRA-12-2023-0746","article-title":"The moderating role of board gender diversity on the relationship between audit committee characteristics and financial performance: Evidence from Egypt","volume":"24","author":"Ahmed","year":"2026","journal-title":"Journal of Financial Reporting and Accounting"},{"issue":"1","key":"10.1016\/j.jik.2026.101100_bib0003","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1108\/MRR-03-2021-0194","article-title":"Total quality management practices and corporate sustainable development in manufacturing companies: The mediating role of green innovation","volume":"46","author":"Albloushi","year":"2023","journal-title":"Management Research Review"},{"issue":"4","key":"10.1016\/j.jik.2026.101100_bib0004","doi-asserted-by":"crossref","DOI":"10.1016\/j.jik.2025.100751","article-title":"Generative AI for decision-making: A multidisciplinary perspective","volume":"10","author":"Albashrawi","year":"2025","journal-title":"Journal of Innovation & Knowledge"},{"issue":"5","key":"10.1016\/j.jik.2026.101100_bib0005","doi-asserted-by":"crossref","first-page":"1071","DOI":"10.1108\/MEQ-08-2024-0361","article-title":"Big data analytics and competitive performance: The role of environmental uncertainty, managerial support and data-driven culture","volume":"36","author":"Almheiri","year":"2025","journal-title":"Management of Environmental Quality: An International Journal"},{"key":"10.1016\/j.jik.2026.101100_bib0006","series-title":"Pakistan ranks 142nd out of 146 countries in the WEF's global gender gap report","author":"Amin","year":"2023"},{"issue":"3","key":"10.1016\/j.jik.2026.101100_bib0007","doi-asserted-by":"crossref","first-page":"396","DOI":"10.1177\/002224377701400320","article-title":"Estimating nonresponse bias in mail surveys","volume":"14","author":"Armstrong","year":"1977","journal-title":"Journal of Marketing Research"},{"issue":"2","key":"10.1016\/j.jik.2026.101100_bib0008","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1002\/job.2735","article-title":"A multilevel review of artificial intelligence in organizations: Implications for organizational behavior research and practice","volume":"45","author":"Bankins","year":"2024","journal-title":"Journal of Organizational Behavior"},{"key":"10.1016\/j.jik.2026.101100_bib0009","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1177\/014920639101700108","article-title":"Firm resources and sustained competitive advantage","volume":"17","author":"Barney","year":"1991","journal-title":"Journal of Management"},{"issue":"1","key":"10.1016\/j.jik.2026.101100_bib0010","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1108\/IJCHM-04-2022-0474","article-title":"PLS-SEM\u2019s most wanted guidance","volume":"35","author":"Becker","year":"2023","journal-title":"International Journal of Contemporary Hospitality Management"},{"key":"10.1016\/j.jik.2026.101100_bib0011","series-title":"Business research methods","author":"Bell","year":"2022"},{"key":"10.1016\/j.jik.2026.101100_bib0012","doi-asserted-by":"crossref","DOI":"10.1016\/j.jbusres.2022.113402","article-title":"In consilium apparatus: Artificial intelligence, stakeholder reciprocity, and firm performance","volume":"155","author":"Bosse","year":"2023","journal-title":"Journal of Business Research"},{"issue":"2","key":"10.1016\/j.jik.2026.101100_bib0013","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1007\/s10551-006-9071-z","article-title":"Corporate social responsibility and resource-based perspectives","volume":"69","author":"Branco","year":"2006","journal-title":"Journal of Business Ethics"},{"issue":"1","key":"10.1016\/j.jik.2026.101100_bib0014","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1108\/RIBS-01-2022-0005","article-title":"Environmental MCS package, perceived environmental uncertainty and green performance: In green dynamic capabilities and investment in environmental management perspectives","volume":"33","author":"Bresciani","year":"2023","journal-title":"Review of International Business and Strategy"},{"issue":"4","key":"10.1016\/j.jik.2026.101100_bib0015","doi-asserted-by":"crossref","first-page":"110","DOI":"10.1177\/1536504219865226","article-title":"Demystifying AI: What digital transformation leaders can teach you about realistic artificial intelligence","volume":"61","author":"Brock","year":"2019","journal-title":"California Management Review"},{"issue":"3","key":"10.1016\/j.jik.2026.101100_bib0016","doi-asserted-by":"crossref","first-page":"3928","DOI":"10.1002\/csr.3159","article-title":"Do corporate governance frameworks affect sustainability reporting?","volume":"32","author":"Brogi","year":"2025","journal-title":"Corporate Social Responsibility and Environmental Management"},{"key":"10.1016\/j.jik.2026.101100_bib0017","series-title":"Social research methods","author":"Bryman","year":"2016"},{"key":"10.1016\/j.jik.2026.101100_bib0018","first-page":"283","article-title":"Cross-sectional, longitudinal, and time-series data: Uses and limitations","volume":"71","author":"Burbridge","year":"1999","journal-title":"Public Administration and Public Policy"},{"issue":"7","key":"10.1016\/j.jik.2026.101100_bib0019","doi-asserted-by":"crossref","DOI":"10.1111\/exsy.13406","article-title":"Artificial intelligence governance: Ethical considerations and implications for social responsibility","volume":"41","author":"Camilleri","year":"2024","journal-title":"Expert Systems"},{"key":"10.1016\/j.jik.2026.101100_bib0020","doi-asserted-by":"crossref","DOI":"10.1016\/j.jclepro.2023.139410","article-title":"The impact of business intelligence, big data analytics capability, and green knowledge management on sustainability performance","volume":"429","author":"Cheng","year":"2023","journal-title":"Journal of Cleaner Production"},{"issue":"8","key":"10.1016\/j.jik.2026.101100_bib0021","doi-asserted-by":"crossref","first-page":"1902","DOI":"10.1108\/MD-07-2018-0834","article-title":"Transforming big data into knowledge: The role of knowledge management practice","volume":"57","author":"Chierici","year":"2019","journal-title":"Management Decision"},{"key":"10.1016\/j.jik.2026.101100_bib0022","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2022.121802","article-title":"Do data-driven CSR initiatives improve CSR performance? The importance of big data analytics capability","volume":"182","author":"Choi","year":"2022","journal-title":"Technological Forecasting and Social Change"},{"issue":"2","key":"10.1016\/j.jik.2026.101100_bib0023","doi-asserted-by":"crossref","DOI":"10.1177\/21582440251337242","article-title":"Brain-gain directors, board gender diversity, and firm performance","volume":"15","author":"Chuah","year":"2025","journal-title":"SAGE Open"},{"issue":"7","key":"10.1016\/j.jik.2026.101100_bib0024","doi-asserted-by":"crossref","first-page":"275","DOI":"10.3390\/info12070275","article-title":"Corporate governance of artificial intelligence in the public interest","volume":"12","author":"Cihon","year":"2021","journal-title":"Information"},{"key":"10.1016\/j.jik.2026.101100_bib0025","series-title":"Statistical power analysis for the behavioral sciences","author":"Cohen","year":"1988"},{"key":"10.1016\/j.jik.2026.101100_bib0026","series-title":"A first course in factor analysis","author":"Comrey","year":"1992"},{"key":"10.1016\/j.jik.2026.101100_bib0027","doi-asserted-by":"crossref","DOI":"10.3389\/fenvs.2022.944467","article-title":"Can application of artificial intelligence in enterprises promote the corporate governance?","volume":"10","author":"Cui","year":"2022","journal-title":"Frontiers in Environmental Science"},{"issue":"1","key":"10.1016\/j.jik.2026.101100_bib0028","doi-asserted-by":"crossref","first-page":"65","DOI":"10.2307\/258887","article-title":"The stakeholder theory of the corporation: Concepts, evidence, and implications","volume":"20","author":"Donaldson","year":"1995","journal-title":"Academy of Management Review"},{"key":"10.1016\/j.jik.2026.101100_bib0029","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":"Technological Forecasting and Social Change"},{"issue":"1","key":"10.1016\/j.jik.2026.101100_bib0030","doi-asserted-by":"crossref","first-page":"1261","DOI":"10.1002\/csr.2990","article-title":"The impact of Big Data analytics on firm sustainable performance","volume":"32","author":"Ertz","year":"2025","journal-title":"Corporate Social Responsibility and Environmental Management"},{"key":"10.1016\/j.jik.2026.101100_bib0031","series-title":"A primer for soft modeling","author":"Falk","year":"1992"},{"issue":"4","key":"10.1016\/j.jik.2026.101100_bib0032","doi-asserted-by":"crossref","first-page":"512","DOI":"10.1108\/MRR-01-2023-0018","article-title":"Linking big data analytics capability and sustainable supply chain performance: Mediating role of knowledge development","volume":"47","author":"Fantazy","year":"2024","journal-title":"Management Research Review"},{"key":"10.1016\/j.jik.2026.101100_bib0033","series-title":"Corporate social responsibility and environmental management","article-title":"Climate governance and sustainability reporting","author":"Farooq","year":"2025"},{"issue":"8","key":"10.1016\/j.jik.2026.101100_bib0034","doi-asserted-by":"crossref","first-page":"1923","DOI":"10.1108\/MD-07-2018-0825","article-title":"Big data analytics capabilities and knowledge management: Impact on firm performance","volume":"57","author":"Ferraris","year":"2019","journal-title":"Management Decision"},{"issue":"2","key":"10.1016\/j.jik.2026.101100_bib0035","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1057\/kmrp.2015.19","article-title":"Customer\u2019s role in knowledge management and in the innovation process: Effects on innovation capacity and marketing results","volume":"14","author":"Fidel","year":"2016","journal-title":"Knowledge Management Research & Practice"},{"key":"10.1016\/j.jik.2026.101100_bib0036","series-title":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","article-title":"Empirical impacts of independent and collaborative training on task performance and improvement in Human-AI teams","author":"Flathmann","year":"2024"},{"issue":"1","key":"10.1016\/j.jik.2026.101100_bib0037","first-page":"7","article-title":"Corporate social responsibility and stakeholder theory: Learning from each other","author":"Freeman","year":"2017","journal-title":"Symphonya. Emerging Issues in Management"},{"key":"10.1016\/j.jik.2026.101100_bib0038","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1111\/b.9780631218616.2006.00007.x","article-title":"A stakeholder approach to strategic management","author":"Freeman","year":"2005","journal-title":"The Blackwell Handbook of Strategic Management"},{"issue":"3","key":"10.1016\/j.jik.2026.101100_bib0039","doi-asserted-by":"crossref","first-page":"88","DOI":"10.2307\/41165018","article-title":"Stockholders and stakeholders: A new perspective on corporate governance","volume":"25","author":"Freeman","year":"1983","journal-title":"California Management Review"},{"issue":"1","key":"10.1016\/j.jik.2026.101100_bib0040","doi-asserted-by":"crossref","first-page":"538","DOI":"10.1287\/mnsc.2024.05684","article-title":"Roles of artificial intelligence in collaboration with humans: Automation, augmentation, and the future of work","volume":"72","author":"F\u00fcgener","year":"2026","journal-title":"Management Science"},{"issue":"3","key":"10.1016\/j.jik.2026.101100_bib0041","doi-asserted-by":"crossref","first-page":"283","DOI":"10.1007\/s10799-022-00380-w","article-title":"How do firms create business value and dynamic capabilities by leveraging big data analytics management capability?","volume":"25","author":"Gao","year":"2024","journal-title":"Information Technology and Management"},{"key":"10.1016\/j.jik.2026.101100_bib0042","series-title":"nology to Analyze the Impact of Ownership Structure on Company's Operating Performance. 2021 International Conference on Big Data, Artificial Intelligence and Risk Management (ICBAR)","article-title":"A brief analysis of using big data tech","author":"Gao","year":"2021"},{"issue":"1","key":"10.1016\/j.jik.2026.101100_bib0043","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1093\/biomet\/61.1.101","article-title":"A predictive approach to the random effect model","volume":"61","author":"Geisser","year":"1974","journal-title":"Biometrika"},{"issue":"10","key":"10.1016\/j.jik.2026.101100_bib0044","doi-asserted-by":"crossref","first-page":"3454","DOI":"10.1108\/MD-10-2023-1966","article-title":"Artificial intelligence-driven decision making and firm performance: A quantitative approach","volume":"63","author":"Giachino","year":"2025","journal-title":"Management Decision"},{"key":"10.1016\/j.jik.2026.101100_bib0045","first-page":"277","article-title":"AI-driven sustainable business in CSR reporting regime: A systematic literature review","author":"Gupta","year":"2025","journal-title":"Corporate Social Responsibility Approaches to Ethical Ai In Business"},{"key":"10.1016\/j.jik.2026.101100_bib0046","series-title":"A primer on partial least squares structural equation modeling (PLS-SEM)","author":"Hair","year":"2021"},{"issue":"1","key":"10.1016\/j.jik.2026.101100_bib0047","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1108\/EBR-11-2018-0203","article-title":"When to use and how to report the results of PLS-SEM","volume":"31","author":"Hair","year":"2019","journal-title":"European Business Review"},{"issue":"2","key":"10.1016\/j.jik.2026.101100_bib0048","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":"International Journal of Multivariate Data Analysis"},{"key":"10.1016\/j.jik.2026.101100_bib0049","series-title":"Modern factor analysis","author":"Harman","year":"1976"},{"issue":"1","key":"10.1016\/j.jik.2026.101100_bib0050","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":"Journal of the Academy of Marketing Science"},{"issue":"4","key":"10.1016\/j.jik.2026.101100_bib0051","doi-asserted-by":"crossref","first-page":"851","DOI":"10.1007\/s10997-020-09519-9","article-title":"Toward artificial governance? The role of artificial intelligence in shaping the future of corporate governance","volume":"24","author":"Hilb","year":"2020","journal-title":"Journal of Management and Governance"},{"issue":"3","key":"10.1016\/j.jik.2026.101100_bib0052","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1509\/jim.17.0151","article-title":"Addressing endogeneity in international marketing applications of partial least squares structural equation modeling","volume":"26","author":"Hult","year":"2018","journal-title":"Journal of International Marketing"},{"key":"10.1016\/j.jik.2026.101100_bib0053","first-page":"1","article-title":"Data-driven growth and business model transformation: How startups unlock resilience in turbulent times","author":"Jabeen","year":"2026","journal-title":"Review of Managerial Science"},{"issue":"5","key":"10.1016\/j.jik.2026.101100_bib0054","doi-asserted-by":"crossref","first-page":"443","DOI":"10.1111\/j.1467-8683.2008.00702.x","article-title":"Corporate governance and corporate social responsibility synergies and interrelationships","volume":"16","author":"Jamali","year":"2008","journal-title":"Corporate Governance: An International Review"},{"issue":"2","key":"10.1016\/j.jik.2026.101100_bib0055","doi-asserted-by":"crossref","first-page":"25","DOI":"10.56556\/jescae.v1i2.16","article-title":"Corporate Social Responsibility impacts sustainable organizational growth (firm performance): An empirical analysis of Pakistan stock exchange-listed firms","volume":"1","author":"Jamil","year":"2022","journal-title":"Journal of Environmental Science and Economics"},{"issue":"4","key":"10.1016\/j.jik.2026.101100_bib0056","doi-asserted-by":"crossref","first-page":"577","DOI":"10.1016\/j.bushor.2018.03.007","article-title":"Artificial intelligence and the future of work: Human-AI symbiosis in organizational decision making","volume":"61","author":"Jarrahi","year":"2018","journal-title":"Business Horizons"},{"issue":"3","key":"10.1016\/j.jik.2026.101100_bib0057","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1007\/s11628-025-00591-5","article-title":"AI\u2013human collaboration in services: An integrative framework to uncover the key success factors","volume":"19","author":"Jeong","year":"2025","journal-title":"Service Business"},{"key":"10.1016\/j.jik.2026.101100_bib0058","doi-asserted-by":"crossref","unstructured":"Ju, H., & Aral, S. (2025). Collaborating with ai agents: Field experiments on teamwork, productivity, and performance. arXiv preprint arXiv:2503.18238.","DOI":"10.2139\/ssrn.5187466"},{"key":"10.1016\/j.jik.2026.101100_bib0059","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1111\/corg.12646","article-title":"Corporate governance reporting, disclosures, monitoring, and decision-making: The role of big data analytics and technological tools","volume":"34","author":"Karamatzanis","year":"2026","journal-title":"Corporate Governance: An International Review"},{"issue":"5","key":"10.1016\/j.jik.2026.101100_bib0060","doi-asserted-by":"crossref","first-page":"4849","DOI":"10.1002\/csr.2832","article-title":"Maximizing CSR impact: Leveraging artificial intelligence and process optimization for sustainability performance management","volume":"31","author":"Khan","year":"2024","journal-title":"Corporate Social Responsibility and Environmental Management"},{"issue":"4","key":"10.1016\/j.jik.2026.101100_bib0061","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/ijec.2015100101","article-title":"Common method bias in PLS-SEM: A full collinearity assessment approach","volume":"11","author":"Kock","year":"2015","journal-title":"International Journal of e-Collaboration (ijec)"},{"key":"10.1016\/j.jik.2026.101100_bib0062","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2020.120262","article-title":"Corporate social responsibility and environmental performance: The mediating role of environmental strategy and green innovation","volume":"160","author":"Kraus","year":"2020","journal-title":"Technological Forecasting and Social Change"},{"issue":"6","key":"10.1016\/j.jik.2026.101100_bib0063","doi-asserted-by":"crossref","first-page":"786","DOI":"10.1108\/SRJ-09-2018-0219","article-title":"Corporate social irresponsibility: Humans vs artificial intelligence","volume":"15","author":"Krka\u010d","year":"2019","journal-title":"Social Responsibility Journal"},{"issue":"3","key":"10.1016\/j.jik.2026.101100_bib0064","doi-asserted-by":"crossref","first-page":"1149","DOI":"10.1108\/BPMJ-01-2024-0003","article-title":"Unpacking synergistic dynamics between corporate governance and CSR\u2013the role of stakeholder salience","volume":"31","author":"Ledi","year":"2025","journal-title":"Business Process Management Journal"},{"issue":"1","key":"10.1016\/j.jik.2026.101100_bib0065","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/JGIM.357260","article-title":"Affordances and constraints of automation and augmentation: Lessons learned from development of a Human-AI collaboration business simulation platform","volume":"32","author":"Liang","year":"2024","journal-title":"Journal of Global Information Management (JGIM)"},{"key":"10.1016\/j.jik.2026.101100_bib0066","series-title":"AI adoption in pakistan \u20132025 statistics","author":"Lyell","year":"2025"},{"issue":"6","key":"10.1016\/j.jik.2026.101100_bib0067","doi-asserted-by":"crossref","first-page":"1576","DOI":"10.1108\/IJEBR-05-2024-0520","article-title":"Fuelling growth: A qualitative study on the benefits and challenges of growth hacking for micro, small and medium enterprises","volume":"31","author":"Macca","year":"2025","journal-title":"International Journal of Entrepreneurial Behavior & Research"},{"issue":"5","key":"10.1016\/j.jik.2026.101100_bib0068","doi-asserted-by":"crossref","first-page":"1632","DOI":"10.1108\/BIJ-04-2023-0283","article-title":"Digital leadership, business model innovation and organizational change: Role of leader in steering digital transformation","volume":"32","author":"Malik","year":"2025","journal-title":"Benchmarking: An International Journal"},{"issue":"1","key":"10.1016\/j.jik.2026.101100_bib0069","first-page":"1","article-title":"Smart\u201d outsourcing in support of the humanization of entrepreneurship in the artificial intelligence economy","volume":"10","author":"Matytsin","year":"2023","journal-title":"Humanities and Social Sciences Communications"},{"issue":"8","key":"10.1016\/j.jik.2026.101100_bib0070","doi-asserted-by":"crossref","first-page":"1240","DOI":"10.1108\/MF-12-2021-0586","article-title":"How AI affects the future relationship between corporate governance and financial markets: A note on impact capitalism","volume":"48","author":"McBride","year":"2022","journal-title":"Managerial Finance"},{"key":"10.1016\/j.jik.2026.101100_bib112","series-title":"Federated Learning for Internet of Vehicles: IoV Image Processing, Vision and Intelligent System","first-page":"14","article-title":"Strengthening corporate social responsibility practices through artificial intelligence","volume":"1","author":"Menaga","year":"2023"},{"key":"10.1016\/j.jik.2026.101100_bib0071","doi-asserted-by":"crossref","DOI":"10.1108\/JFRA-10-2023-0621","article-title":"The role of ESG reporting, artificial intelligence, stakeholders and innovation performance in fostering sustainability culture and climate resilience","author":"Mohamed Riyath","year":"2024","journal-title":"Journal of Financial Reporting and Accounting"},{"issue":"1","key":"10.1016\/j.jik.2026.101100_bib0072","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1111\/1759-3441.12430","article-title":"CEO gender and ESG controversies","volume":"44","author":"Muhammad","year":"2025","journal-title":"Economic Papers: A Journal of Applied Economics and Policy"},{"issue":"2","key":"10.1016\/j.jik.2026.101100_bib0073","doi-asserted-by":"crossref","first-page":"371","DOI":"10.1007\/s10551-018-4075-z","article-title":"Leveraging \u201cgreen\u201d human resource practices to enable environmental and organizational performance: Evidence from the Qatari oil and gas industry","volume":"164","author":"Obeidat","year":"2020","journal-title":"Journal of Business Ethics"},{"key":"10.1016\/j.jik.2026.101100_bib0074","doi-asserted-by":"crossref","first-page":"772","DOI":"10.54660\/.IJMRGE.2021.2.1.772-780","article-title":"A conceptual framework for AI-driven financial risk management and corporate governance optimization","volume":"2","author":"Ogunmokun","year":"2021","journal-title":"International Journal of Multidisciplinary Research and Growth Evaluation"},{"issue":"4","key":"10.1016\/j.jik.2026.101100_bib0075","doi-asserted-by":"crossref","first-page":"1942","DOI":"10.1002\/csr.2465","article-title":"Can corporate social responsibility protect firm value during corporate environmental violation events?","volume":"30","author":"Ouyang","year":"2023","journal-title":"Corporate Social Responsibility and Environmental Management"},{"issue":"5","key":"10.1016\/j.jik.2026.101100_bib0077","doi-asserted-by":"crossref","first-page":"1149","DOI":"10.1002\/smj.3689","article-title":"How shareholder litigation risk influences firm orientation toward stakeholders","volume":"46","author":"Park","year":"2025","journal-title":"Strategic Management Journal"},{"issue":"5","key":"10.1016\/j.jik.2026.101100_bib0078","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":"Journal of Applied Psychology"},{"key":"10.1016\/j.jik.2026.101100_bib0079","doi-asserted-by":"crossref","first-page":"539","DOI":"10.1146\/annurev-psych-120710-100452","article-title":"Sources of method bias in social science research and recommendations on how to control it","volume":"63","author":"Podsakoff","year":"2012","journal-title":"Annual Review of Psychology"},{"issue":"4","key":"10.1016\/j.jik.2026.101100_bib0080","doi-asserted-by":"crossref","first-page":"717","DOI":"10.3758\/BF03206553","article-title":"SPSS and SAS procedures for estimating indirect effects in simple mediation models","volume":"36","author":"Preacher","year":"2004","journal-title":"Behavior Research Methods, Instruments, & Computers"},{"key":"10.1016\/j.jik.2026.101100_bib0081","doi-asserted-by":"crossref","DOI":"10.1016\/j.ijinfomgt.2024.102853","article-title":"Collaborative AI in the workplace: Enhancing organizational performance through resource-based and task-technology fit perspectives","volume":"81","author":"Przegalinska","year":"2025","journal-title":"International Journal of Information Management"},{"issue":"7","key":"10.1016\/j.jik.2026.101100_bib0082","doi-asserted-by":"crossref","first-page":"1705","DOI":"10.1108\/JKM-06-2021-0453","article-title":"Intellectual capital, knowledge management and competitive advantage: A resource orchestration perspective","volume":"26","author":"Rehman","year":"2022","journal-title":"Journal of Knowledge Management"},{"key":"10.1016\/j.jik.2026.101100_bib0083","doi-asserted-by":"crossref","first-page":"460","DOI":"10.1108\/EMJB-05-2024-0101","article-title":"Unveiling knowledge dynamics for competitive advantage: Insights into hiding, sharing and big data management","volume":"21","author":"Rehman","year":"2026","journal-title":"EuroMed Journal of Business"},{"issue":"2","key":"10.1016\/j.jik.2026.101100_bib0084","doi-asserted-by":"crossref","DOI":"10.1016\/j.jjimei.2024.100265","article-title":"Antecedents and consequences of big data knowledge management","volume":"4","author":"Rehman","year":"2024","journal-title":"International Journal of Information Management Data Insights"},{"issue":"2","key":"10.1016\/j.jik.2026.101100_bib0085","first-page":"245","article-title":"Institutional pressure and responsible innovation: How big data analytics adoption drives manufacturing SMEs toward competitiveness","volume":"16","author":"Riaz","year":"2025","journal-title":"Journal of Global Responsibility"},{"key":"10.1016\/j.jik.2026.101100_bib0086","doi-asserted-by":"crossref","DOI":"10.1016\/j.ribaf.2022.101616","article-title":"Artificial intelligence, digital transformation and cybersecurity in the banking sector: A multi-stakeholder cognition-driven framework","volume":"60","author":"Rodrigues","year":"2022","journal-title":"Research in International Business and Finance"},{"issue":"2","key":"10.1016\/j.jik.2026.101100_bib0087","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1108\/TG-01-2025-0011","article-title":"Human-AI collaboration for efficiency and employee job satisfaction in public administration: Insights from a resource-based perspective","volume":"19","author":"Rulandari","year":"2025","journal-title":"Transforming Government: People, Process and Policy"},{"issue":"3","key":"10.1016\/j.jik.2026.101100_bib0088","doi-asserted-by":"crossref","first-page":"4676","DOI":"10.1002\/sd.3367","article-title":"The impact of corporate governance on the contribution of listed firms to sustainable development Goals (SDGs) disclosures in Ghana","volume":"33","author":"Saeed","year":"2025","journal-title":"Sustainable Development"},{"issue":"2","key":"10.1016\/j.jik.2026.101100_bib0089","first-page":"1","article-title":"Artificial intelligence and machine learning in corporate governance: A bibliometric analysis","volume":"44","author":"Samara","year":"2025","journal-title":"Human Systems Management"},{"key":"10.1016\/j.jik.2026.101100_bib111","doi-asserted-by":"crossref","DOI":"10.1016\/j.sftr.2026.101789","article-title":"The twin transition in emerging economies: Synergizing artificial intelligence and sustainable business model innovation in Thailand\u2019s BCG economy","volume":"11","author":"Sangnak","year":"2026","journal-title":"Sustainable Futures"},{"issue":"10","key":"10.1016\/j.jik.2026.101100_bib110","doi-asserted-by":"crossref","first-page":"3389","DOI":"10.1108\/MD-10-2023-1964","article-title":"AI-powered growth hacking: benefits, challenges and pathways","volume":"63","author":"Santoro","year":"2025","journal-title":"Management Decision"},{"issue":"1","key":"10.1016\/j.jik.2026.101100_bib0090","doi-asserted-by":"crossref","DOI":"10.1016\/j.jik.2024.100643","article-title":"Unveiling the path to innovation: Exploring the roles of big data analytics management capabilities, strategic agility, and strategic alignment","volume":"10","author":"Sarwar","year":"2025","journal-title":"Journal of Innovation & Knowledge"},{"key":"10.1016\/j.jik.2026.101100_bib0091","series-title":"Research methods for business students (6. utg.)","author":"Saunders","year":"2012"},{"issue":"6","key":"10.1016\/j.jik.2026.101100_bib0092","doi-asserted-by":"crossref","DOI":"10.1016\/j.im.2018.12.003","article-title":"Role of big data management in enhancing big data decision-making capability and quality among Chinese firms: A dynamic capabilities view","volume":"56","author":"Shamim","year":"2019","journal-title":"Information & Management"},{"key":"10.1016\/j.jik.2026.101100_bib0093","doi-asserted-by":"crossref","DOI":"10.3389\/fpsyg.2022.919601","article-title":"Corporate social responsibility and consumer emotional marketing in big data era: A mini literature review","volume":"13","author":"Shao","year":"2022","journal-title":"Frontiers in Psychology"},{"key":"10.1016\/j.jik.2026.101100_bib0094","first-page":"1","article-title":"Unveiling the transformative role of artificial intelligence in improving business process performance","author":"Sharma","year":"2026","journal-title":"Journal of Manufacturing Technology Management"},{"issue":"6","key":"10.1016\/j.jik.2026.101100_bib0095","doi-asserted-by":"crossref","first-page":"87","DOI":"10.3390\/risks12060087","article-title":"Integration of AI and IoT into corporate social responsibility strategies for financial risk management and sustainable development","volume":"12","author":"Shkalenko","year":"2024","journal-title":"Risks"},{"key":"10.1016\/j.jik.2026.101100_bib0096","doi-asserted-by":"crossref","unstructured":"Sidorova, A., & Saeed, K. (2022). Incorporating Stakeholder enfranchisement, Risks, Gains, and AI decisions in AI Governance Framework.","DOI":"10.24251\/HICSS.2022.722"},{"issue":"3","key":"10.1016\/j.jik.2026.101100_bib0097","first-page":"28","article-title":"Validity and reliability of the research instrument; how to test the validation of a questionnaire\/survey in a research","volume":"5","author":"Taherdoost","year":"2016","journal-title":"International Journal of Academic Research in Management"},{"issue":"4","key":"10.1016\/j.jik.2026.101100_bib0098","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1007\/s10551-008-9780-6","article-title":"Measuring corporate social responsibility: A scale development study","volume":"85","author":"Turker","year":"2009","journal-title":"Journal of Business Ethics"},{"issue":"1","key":"10.1016\/j.jik.2026.101100_bib0099","doi-asserted-by":"crossref","first-page":"123","DOI":"10.22495\/clgrv7i1p11","article-title":"Artificial intelligence in corporate governance","volume":"7","author":"Ustahalilo\u011flu","year":"2025","journal-title":"Corporate Law and Governance Review"},{"issue":"7","key":"10.1016\/j.jik.2026.101100_bib0100","doi-asserted-by":"crossref","first-page":"1893","DOI":"10.1108\/BPMJ-10-2019-0411","article-title":"Influence of artificial intelligence (AI) on firm performance: The business value of AI-based transformation projects","volume":"26","author":"Wamba-Taguimdje","year":"2020","journal-title":"Business Process Management Journal"},{"issue":"20","key":"10.1016\/j.jik.2026.101100_bib0101","doi-asserted-by":"crossref","DOI":"10.1016\/j.heliyon.2024.e39486","article-title":"Industry clusters and firm performance: Evidence from the leather product industry in Addis Ababa","volume":"10","author":"Wudu","year":"2024","journal-title":"Heliyon"},{"key":"10.1016\/j.jik.2026.101100_bib0102","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2025.124425","article-title":"Exploring the impact of responsible AI governance on corporate performance: A quasi-natural experiment","volume":"223","author":"Xia","year":"2026","journal-title":"Technological Forecasting and Social Change"},{"issue":"2","key":"10.1016\/j.jik.2026.101100_bib0103","doi-asserted-by":"crossref","DOI":"10.1016\/j.jik.2025.100662","article-title":"Intelligent policy framework: Natural resource conservation, knowledge and big data analytics","volume":"10","author":"Xiao","year":"2025","journal-title":"Journal of Innovation & Knowledge"},{"key":"10.1016\/j.jik.2026.101100_bib0104","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/14735970.2025.2598477","article-title":"Towards a new corporate governance in the digital age\u2013an expanded stakeholder approach?","author":"Xiong","year":"2026","journal-title":"Journal of Corporate Law Studies"},{"key":"10.1016\/j.jik.2026.101100_bib0105","doi-asserted-by":"crossref","DOI":"10.1016\/j.frl.2025.106868","article-title":"Impact of enterprise artificial intelligence on social responsibility: Evidence from text analysis","volume":"75","author":"Yang","year":"2025","journal-title":"Finance Research Letters"},{"key":"10.1016\/j.jik.2026.101100_bib0106","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1016\/j.jhtm.2018.10.005","article-title":"The effects of corporate social responsibility on firm performance: A stakeholder approach","volume":"37","author":"Yoon","year":"2018","journal-title":"Journal of Hospitality and Tourism Management"},{"issue":"1","key":"10.1016\/j.jik.2026.101100_bib0107","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1057\/s41599-023-01764-1","article-title":"A humanistic model of corporate social responsibility in e-commerce with high-tech support in the artificial intelligence economy","volume":"10","author":"Zavyalova","year":"2023","journal-title":"Humanities and Social Sciences Communications"},{"key":"10.1016\/j.jik.2026.101100_bib0108","doi-asserted-by":"crossref","DOI":"10.1016\/j.iref.2024.103713","article-title":"Artificial intelligence and corporate ESG performance","volume":"96","author":"Zhang","year":"2024","journal-title":"International Review of Economics & Finance"},{"key":"10.1016\/j.jik.2026.101100_bib0109","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1016\/j.techfore.2016.08.023","article-title":"Can social responsibility reduce operational risk: Empirical analysis of Chinese listed companies","volume":"112","author":"Zhao","year":"2016","journal-title":"Technological Forecasting and Social Change"}],"container-title":["Journal of Innovation & Knowledge"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2444569X26001642?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2444569X26001642?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,8,4]],"date-time":"2026-08-04T22:26:20Z","timestamp":1785882380000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S2444569X26001642"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,11]]},"references-count":111,"alternative-id":["S2444569X26001642"],"URL":"https:\/\/doi.org\/10.1016\/j.jik.2026.101100","relation":{},"ISSN":["2444-569X"],"issn-type":[{"value":"2444-569X","type":"print"}],"subject":[],"published":{"date-parts":[[2026,11]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Artificial intelligence, human collaboration, and big data knowledge management: Enabling governance innovation and firm performance","name":"articletitle","label":"Article Title"},{"value":"Journal of Innovation & Knowledge","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jik.2026.101100","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Authors. Published by Elsevier B.V.","name":"copyright","label":"Copyright"}],"article-number":"101100"}}