{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,15]],"date-time":"2026-05-15T07:06:18Z","timestamp":1778828778786,"version":"3.51.4"},"reference-count":121,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2022,5,19]],"date-time":"2022-05-19T00:00:00Z","timestamp":1652918400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,5,19]],"date-time":"2022-05-19T00:00:00Z","timestamp":1652918400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Inf Syst Front"],"published-print":{"date-parts":[[2022,8]]},"DOI":"10.1007\/s10796-022-10287-0","type":"journal-article","created":{"date-parts":[[2022,5,19]],"date-time":"2022-05-19T09:06:55Z","timestamp":1652951215000},"page":"1167-1187","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":46,"title":["The Source of SMEs\u2019 Competitive Performance in COVID-19: Matching Big Data Analytics Capability to Business Models"],"prefix":"10.1007","volume":"24","author":[{"given":"Jianmin","family":"Song","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2637-6201","authenticated-orcid":false,"given":"Senmao","family":"Xia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Demetris","family":"Vrontis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arun","family":"Sukumar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bing","family":"Liao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qi","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kun","family":"Tian","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nengzhi","family":"Yao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,5,19]]},"reference":[{"issue":"5","key":"10287_CR1","first-page":"198","volume":"2","author":"WMABW Afthanorhan","year":"2013","unstructured":"Afthanorhan, W. M. A. B. W. (2013). A comparison of partial least square structural equation modeling (PLS-SEM) and covariance based structural equation modeling (CB-SEM) for confirmatory factor analysis. International Journal of Engineering Science and Innovative Technology, 2(5), 198\u2013205.","journal-title":"International Journal of Engineering Science and Innovative Technology"},{"key":"10287_CR2","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1016\/j.ijpe.2016.08.018","volume":"182","author":"S Akter","year":"2016","unstructured":"Akter, S., Wamba, S. F., Gunasekaran, A., Dubey, R., & Childe, S. J. (2016). How to improve firm performance using big data analytics capability and business strategy alignment? International Journal of Production Economics, 182, 113\u2013131.","journal-title":"International Journal of Production Economics"},{"issue":"4","key":"10287_CR3","first-page":"1","volume":"25","author":"HE Aldrich","year":"2001","unstructured":"Aldrich, H. E., & Martinez, M. A. (2001). Many are called, but few are chosen: An evolutionary perspective for the study of entrepreneurship. Entrepreneurship: Theory and Practice, 25(4), 1\u201334.","journal-title":"Entrepreneurship: Theory and Practice"},{"key":"10287_CR4","doi-asserted-by":"publisher","first-page":"120527","DOI":"10.1016\/j.techfore.2020.120527","volume":"165","author":"M Ali","year":"2021","unstructured":"Ali, M. (2021). Imitation or innovation: To what extent do exploitative learning and exploratory learning foster imitation strategy and innovation strategy for sustained competitive advantage? Technological Forecasting and Social Change, 165, 120527.","journal-title":"Technological Forecasting and Social Change"},{"key":"10287_CR5","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1016\/j.ijpe.2019.03.004","volume":"213","author":"H Almohri","year":"2019","unstructured":"Almohri, H., Chinnam, R. B., & Colosimo, M. (2019). Data-driven analytics for benchmarking and optimizing the performance of automotive dealerships. International Journal of Production Economics, 213, 69\u201380.","journal-title":"International Journal of Production Economics"},{"key":"10287_CR6","doi-asserted-by":"publisher","first-page":"106184","DOI":"10.1016\/j.chb.2019.106184","volume":"104","author":"N Ameen","year":"2020","unstructured":"Ameen, N., Tarhini, A., Shah, M. H., & Madichie, N. O. (2020). Employees\u2019 behavioural intention to smartphone security: A gender-based, cross-national study. Computers in Human Behavior, 104, 106184.","journal-title":"Computers in Human Behavior"},{"key":"10287_CR7","doi-asserted-by":"crossref","unstructured":"Ameen, N., Madichie, N. O., & Anand, A. (2021). Between handholding and hand-held devices: Marketing through smartphone innovation and women\u2019s entrepreneurship in post conflict economies in times of crisis. Information Systems Frontiers, 1\u201323.","DOI":"10.1007\/s10796-021-10198-6"},{"issue":"6-7","key":"10287_CR8","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1002\/smj.187","volume":"22","author":"R Amit","year":"2001","unstructured":"Amit, R., & Zott, C. (2001). Value creation in e-business. Strategic Management Journal, 22(6-7), 493\u2013520.","journal-title":"Strategic Management Journal"},{"issue":"4","key":"10287_CR9","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1002\/sej.1200","volume":"9","author":"R Amit","year":"2015","unstructured":"Amit, R., & Zott, C. (2015). Crafting business architecture: The antecedents of business model design. Strategic Entrepreneurship Journal, 9(4), 331\u2013350.","journal-title":"Strategic Entrepreneurship Journal"},{"issue":"7","key":"10287_CR10","doi-asserted-by":"publisher","first-page":"993","DOI":"10.1177\/0010414013488557","volume":"47","author":"JJ Andersen","year":"2014","unstructured":"Andersen, J. J., & Ross, M. L. (2014). The big oil change: A closer look at the Haber\u2013Menaldo analysis. Comparative Political Studies, 47(7), 993\u20131021.","journal-title":"Comparative Political Studies"},{"key":"10287_CR11","doi-asserted-by":"publisher","first-page":"120766","DOI":"10.1016\/j.techfore.2021.120766","volume":"168","author":"U Awan","year":"2021","unstructured":"Awan, U., Shamim, S., Khan, Z., Zia, N. U., Shariq, S. M., & Khan, M. N. (2021). Big data analytics capability and decision-making: The role of data-driven insight on circular economy performance. Technological Forecasting and Social Change, 168, 120766.","journal-title":"Technological Forecasting and Social Change"},{"issue":"10","key":"10287_CR12","first-page":"78","volume":"90","author":"D Barton","year":"2012","unstructured":"Barton, D., & Court, D. (2012). Making advanced analytics work for you. Harvard Business Review, 90(10), 78\u201383.","journal-title":"Harvard Business Review"},{"issue":"2","key":"10287_CR13","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1108\/DPRG-07-2017-0039","volume":"20","author":"H Bouwman","year":"2018","unstructured":"Bouwman, H., Nikou, S., Molina-Castillo, F. J., & de Reuver, M. (2018). The impact of digitalization on business models. Digital Policy, Regulation and Governance, 20(2), 105\u2013124.","journal-title":"Digital Policy, Regulation and Governance"},{"issue":"2","key":"10287_CR14","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1016\/j.emj.2011.11.003","volume":"30","author":"M Brettel","year":"2012","unstructured":"Brettel, M., Strese, S., & Flatten, T. C. (2012). Improving the performance of business models with relationship marketing efforts\u2013an entrepreneurial perspective. European Management Journal, 30(2), 85\u201398.","journal-title":"European Management Journal"},{"issue":"2","key":"10287_CR15","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1111\/j.1540-6520.2009.00362.x","volume":"35","author":"J Brinckmann","year":"2011","unstructured":"Brinckmann, J., Salomo, S., & Gemuenden, H. G. (2011). Financial management competence of founding teams and growth of new technology\u2013based firms. Entrepreneurship Theory and Practice, 35(2), 217\u2013243.","journal-title":"Entrepreneurship Theory and Practice"},{"key":"10287_CR16","unstructured":"Brislin, R. W. (1980). Translation and content analysis of oral and written materials. Methodology, 389\u2013444."},{"issue":"3-4","key":"10287_CR17","doi-asserted-by":"publisher","first-page":"315","DOI":"10.1002\/sej.27","volume":"1","author":"RA Burgelman","year":"2007","unstructured":"Burgelman, R. A., & Grove, A. S. (2007). Cross-boundary disruptors: Powerful interindustry entrepreneurial change agents. Strategic Entrepreneurship Journal, 1(3-4), 315\u2013327.","journal-title":"Strategic Entrepreneurship Journal"},{"issue":"4","key":"10287_CR18","doi-asserted-by":"publisher","first-page":"464","DOI":"10.1002\/smj.2022","volume":"34","author":"R Casadesus-Masanell","year":"2013","unstructured":"Casadesus-Masanell, R., & Zhu, F. (2013). Business model innovation and competitive imitation: The case of sponsor-based business models. Strategic Management Journal, 34(4), 464\u2013482.","journal-title":"Strategic Management Journal"},{"key":"10287_CR19","doi-asserted-by":"crossref","unstructured":"Chen, H., Chiang, R. H., & Storey, V. C. (2012). Business intelligence and analytics: From big data to big impact. MIS Quarterly, 1165\u20131188.","DOI":"10.2307\/41703503"},{"issue":"02","key":"10287_CR20","first-page":"117-128+222","volume":"36","author":"J Chen","year":"2020","unstructured":"Chen, J., Huang, S., & Liu, Y. H. (2020). Operations management in the digitization era: From empowering to enabling. Management World, 36(02), 117-128+222.","journal-title":"Management World"},{"issue":"2-3","key":"10287_CR21","doi-asserted-by":"publisher","first-page":"354","DOI":"10.1016\/j.lrp.2009.07.010","volume":"43","author":"H Chesbrough","year":"2010","unstructured":"Chesbrough, H. (2010). Business model innovation: Opportunities and barriers. Long Range Planning, 43(2-3), 354\u2013363.","journal-title":"Long Range Planning"},{"issue":"3","key":"10287_CR22","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1093\/icc\/11.3.529","volume":"11","author":"H Chesbrough","year":"2002","unstructured":"Chesbrough, H., & Rosenbloom, R. S. (2002). The role of the business model in capturing value from innovation: Evidence from Xerox Corporation's technology spin-off companies. Industrial and Corporate Change, 11(3), 529\u2013555.","journal-title":"Industrial and Corporate Change"},{"issue":"1","key":"10287_CR23","first-page":"31","volume":"58","author":"CM Christensen","year":"2016","unstructured":"Christensen, C. M., Bartman, T., & Van Bever, D. (2016). The hard truth about business model innovation. MIT Sloan Management Review, 58(1), 31\u201340.","journal-title":"MIT Sloan Management Review"},{"issue":"5","key":"10287_CR24","doi-asserted-by":"publisher","first-page":"1157","DOI":"10.1108\/JKM-02-2020-0156","volume":"24","author":"F Ciampi","year":"2020","unstructured":"Ciampi, F., Marzi, G., Demi, S., & Faraoni, M. (2020). The big data-business strategy interconnection: A grand challenge for knowledge management. A review and future perspectives. Journal of Knowledge Management, 24(5), 1157\u20131176.","journal-title":"Journal of Knowledge Management"},{"key":"10287_CR25","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.jbusres.2020.09.023","volume":"123","author":"F Ciampi","year":"2021","unstructured":"Ciampi, F., Demi, S., Magrini, A., Marzi, G., & Papa, A. (2021). Exploring the impact of big data analytics capabilities on business model innovation: The mediating role of entrepreneurial orientation. Journal of Business Research, 123, 1\u201313.","journal-title":"Journal of Business Research"},{"key":"10287_CR26","doi-asserted-by":"crossref","unstructured":"Clauss, T., Breier, M., Kraus, S., Durst, S., & Mahto, R. V. (2021). Temporary business model innovation\u2013SMEs\u2019 innovation response to the Covid-19 crisis. R&D Management, 52(2), 294\u2013312.","DOI":"10.1111\/radm.12498"},{"issue":"1","key":"10287_CR27","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1111\/j.1540-6520.2006.00110.x","volume":"30","author":"JG Covin","year":"2006","unstructured":"Covin, J. G., Green, K. M., & Slevin, D. P. (2006). Strategic process effects on the entrepreneurial orientation\u2013sales growth rate relationship. Entrepreneurship Theory and Practice, 30(1), 57\u201381.","journal-title":"Entrepreneurship Theory and Practice"},{"issue":"54","key":"10287_CR28","first-page":"43","volume":"2012","author":"TH Davenport","year":"2012","unstructured":"Davenport, T. H., Barth, P., & Bean, R. (2012). How'big data'is different. MIT Sloan Management Review, 2012(54), 43\u201346.","journal-title":"MIT Sloan Management Review"},{"issue":"1","key":"10287_CR29","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1002\/sej.1150","volume":"7","author":"G Desa","year":"2013","unstructured":"Desa, G., & Basu, S. (2013). Optimization or bricolage? Overcoming resource constraints in global social entrepreneurship. Strategic Entrepreneurship Journal, 7(1), 26\u201349.","journal-title":"Strategic Entrepreneurship Journal"},{"issue":"1","key":"10287_CR30","doi-asserted-by":"publisher","first-page":"103124","DOI":"10.1016\/j.im.2018.11.001","volume":"57","author":"JQ Dong","year":"2020","unstructured":"Dong, J. Q., & Yang, C. H. (2020). Business value of big data analytics: A systems-theoretic approach and empirical test. Information & Management, 57(1), 103124.","journal-title":"Information & Management"},{"issue":"8","key":"10287_CR31","doi-asserted-by":"publisher","first-page":"1923","DOI":"10.1108\/MD-07-2018-0825","volume":"57","author":"A Ferraris","year":"2019","unstructured":"Ferraris, A., Mazzoleni, A., Devalle, A., & Couturier, J. (2019). Big data analytics capabilities and knowledge management: Impact on firm performance. Management Decision, 57(8), 1923\u20131936.","journal-title":"Management Decision"},{"key":"10287_CR32","doi-asserted-by":"publisher","first-page":"102325","DOI":"10.1016\/j.technovation.2021.102325","volume":"108","author":"JL Ferreras-M\u00e9ndez","year":"2021","unstructured":"Ferreras-M\u00e9ndez, J. L., Olmos-Pe\u00f1uela, J., Salas-Vallina, A., & Alegre, J. (2021). Entrepreneurial orientation and new product development performance in SMEs: The mediating role of business model innovation. Technovation, 108, 102325.","journal-title":"Technovation"},{"issue":"4","key":"10287_CR33","doi-asserted-by":"publisher","first-page":"440","DOI":"10.1177\/002224378201900406","volume":"19","author":"C Fornell","year":"1982","unstructured":"Fornell, C., & Bookstein, F. L. (1982). Two structural equation models: LISREL and PLS applied to consumer exit-voice theory. Journal of Marketing Research, 19(4), 440\u2013452.","journal-title":"Journal of Marketing Research"},{"issue":"1","key":"10287_CR34","doi-asserted-by":"publisher","first-page":"200","DOI":"10.1177\/0149206316675927","volume":"43","author":"NJ Foss","year":"2017","unstructured":"Foss, N. J., & Saebi, T. (2017). Fifteen years of research on business model innovation: How far have we come, and where should we go? Journal of Management, 43(1), 200\u2013227.","journal-title":"Journal of Management"},{"issue":"8","key":"10287_CR35","doi-asserted-by":"publisher","first-page":"3192","DOI":"10.1016\/j.jbusres.2015.12.008","volume":"69","author":"CM Fuller","year":"2016","unstructured":"Fuller, C. M., Simmering, M. J., Atinc, G., Atinc, Y., & Babin, B. J. (2016). Common methods variance detection in business research. Journal of Business Research, 69(8), 3192\u20133198.","journal-title":"Journal of Business Research"},{"issue":"1","key":"10287_CR36","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1111\/j.1540-6520.2010.00424.x","volume":"35","author":"G George","year":"2011","unstructured":"George, G., & Bock, A. J. (2011). The business model in practice and its implications for entrepreneurship research. Entrepreneurship Theory and Practice, 35(1), 83\u2013111.","journal-title":"Entrepreneurship Theory and Practice"},{"key":"10287_CR37","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1016\/j.dss.2019.03.008","volume":"120","author":"M Ghasemaghaei","year":"2019","unstructured":"Ghasemaghaei, M., & Calic, G. (2019). Can big data improve firm decision quality? The role of data quality and data diagnosticity. Decision Support Systems, 120, 38\u201349.","journal-title":"Decision Support Systems"},{"issue":"8","key":"10287_CR38","doi-asserted-by":"publisher","first-page":"1049","DOI":"10.1016\/j.im.2016.07.004","volume":"53","author":"M Gupta","year":"2016","unstructured":"Gupta, M., & George, J. F. (2016). Toward the development of a big data analytics capability. Information & Management, 53(8), 1049\u20131064.","journal-title":"Information & Management"},{"issue":"8","key":"10287_CR39","doi-asserted-by":"publisher","first-page":"1857","DOI":"10.1108\/MD-06-2018-0633","volume":"57","author":"S Gupta","year":"2019","unstructured":"Gupta, S., Qian, X., Bhushan, B., & Luo, Z. (2019). Role of cloud ERP and big data on firm performance: A dynamic capability view theory perspective. Management Decision, 57(8), 1857\u20131882.","journal-title":"Management Decision"},{"key":"10287_CR40","doi-asserted-by":"publisher","first-page":"581","DOI":"10.1016\/j.indmarman.2019.11.009","volume":"90","author":"S Gupta","year":"2020","unstructured":"Gupta, S., Drave, V. A., Dwivedi, Y. K., Baabdullah, A. M., & Ismagilova, E. (2020). Achieving superior organizational performance via big data predictive analytics: A dynamic capability view. Industrial Marketing Management, 90, 581\u2013592.","journal-title":"Industrial Marketing Management"},{"key":"10287_CR41","volume-title":"A primer on partial least squares structural equation modeling (PLS-SEM)","author":"JF Hair Jr","year":"2016","unstructured":"Hair Jr., J. F., Hult, G. T. M., Ringle, C., & Sarstedt, M. (2016). A primer on partial least squares structural equation modeling (PLS-SEM). Sage Publications."},{"issue":"2","key":"10287_CR42","doi-asserted-by":"publisher","first-page":"139","DOI":"10.2753\/MTP1069-6679190202","volume":"19","author":"JF Hair","year":"2011","unstructured":"Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139\u2013152.","journal-title":"Journal of Marketing Theory and Practice"},{"key":"10287_CR43","series-title":"Information Age","first-page":"217","volume-title":"Structural equation modeling: A second course","author":"AF Hayes","year":"2013","unstructured":"Hayes, A. F., & Preacher, K. J. (2013). Conditional process modeling: Using structural equation modeling to examine contingent causal processes. In G. R. Hancock & R. O. Mueller (Eds.), Structural equation modeling: A second course, Information Age (Vol. 2, pp. 217\u2013264)."},{"issue":"2","key":"10287_CR44","doi-asserted-by":"publisher","first-page":"182","DOI":"10.1177\/1094428114526928","volume":"17","author":"J Henseler","year":"2014","unstructured":"Henseler, J., Dijkstra, T. K., Sarstedt, M., Ringle, C. M., Diamantopoulos, A., Straub, D. W., David, J., Hair, J. F., Hult, T. M., et al. (2014). Common beliefs and reality about PLS: Comments on Ronkk \u00a8 o\u00a8 and Evermann (2013). Organizational Research Methods, 17(2), 182\u2013209.","journal-title":"Organizational Research Methods"},{"issue":"2","key":"10287_CR45","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1177\/0149206307309264","volume":"34","author":"WA Hochwarter","year":"2008","unstructured":"Hochwarter, W. A., Laird, M. D., & Brouer, R. L. (2008). Board up the windows: The interactive effects of hurricane-induced job stress and perceived resources on work outcomes. Journal of Management, 34(2), 263\u2013289.","journal-title":"Journal of Management"},{"issue":"2","key":"10287_CR46","doi-asserted-by":"publisher","first-page":"475","DOI":"10.1007\/s10796-018-9872-5","volume":"22","author":"CK Huang","year":"2020","unstructured":"Huang, C. K., Wang, T., & Huang, T. Y. (2020). Initial evidence on the impact of big data implementation on firm performance. Information Systems Frontiers, 22(2), 475\u2013487.","journal-title":"Information Systems Frontiers"},{"key":"10287_CR47","unstructured":"International Data Corporation (2019). Direct digital transformation investment spending to approach $7.4 trillion between 2020 and 2023; IDC reveals 2020 worldwide digital transformation predictions. Retrieved from https:\/\/www.idc.com\/getdoc.jsp?containerId=prUS45617519."},{"issue":"5","key":"10287_CR48","doi-asserted-by":"publisher","first-page":"640","DOI":"10.1111\/jpim.12397","volume":"34","author":"JS Johnson","year":"2017","unstructured":"Johnson, J. S., Friend, S. B., & Lee, H. S. (2017). Big data facilitation, utilization, and monetization: Exploring the 3Vs in a new product development process. Journal of Product Innovation Management, 34(5), 640\u2013658.","journal-title":"Journal of Product Innovation Management"},{"issue":"2","key":"10287_CR49","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1016\/j.elerap.2012.01.001","volume":"11","author":"RJ Kauffman","year":"2012","unstructured":"Kauffman, R. J., Srivastava, J., & Vayghan, J. (2012). Business and data analytics: New innovations for the management of e-commerce. Electronic Commerce Research and Applications, 11(2), 85\u201388.","journal-title":"Electronic Commerce Research and Applications"},{"issue":"6","key":"10287_CR50","doi-asserted-by":"publisher","first-page":"1270","DOI":"10.1002\/csr.1637","volume":"25","author":"HUR Khan","year":"2018","unstructured":"Khan, H. U. R., Ali, M., Olya, H. G., Zulqarnain, M., & Khan, Z. R. (2018). Transformational leadership, corporate social responsibility, organizational innovation, and organizational performance: Symmetrical and asymmetrical analytical approaches. Corporate Social Responsibility and Environmental Management, 25(6), 1270\u20131283.","journal-title":"Corporate Social Responsibility and Environmental Management"},{"issue":"1","key":"10287_CR51","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1002\/sej.1193","volume":"9","author":"SK Kim","year":"2015","unstructured":"Kim, S. K., & Min, S. (2015). Business model innovation performance: When does adding a new business model benefit an incumbent? Strategic Entrepreneurship Journal, 9(1), 34\u201357.","journal-title":"Strategic Entrepreneurship Journal"},{"key":"10287_CR52","first-page":"1","volume":"55","author":"D Kiron","year":"2014","unstructured":"Kiron, D., Prentice, P. K., & Ferguson, R. B. (2014). The analysis mandeate. MIT Sloan Management Review, 55, 1\u201325.","journal-title":"MIT Sloan Management Review"},{"key":"10287_CR53","doi-asserted-by":"crossref","unstructured":"Kraus, S., Clauss, T., Breier, M., Gast, J., Zardini, A., & Tiberius, V. (2020). The economics of COVID-19: initial empirical evidence on how family firms in five European countries cope with the corona crisis. International Journal of Entrepreneurial Behavior & Research, 26(5), 1067\u20131092.","DOI":"10.1108\/IJEBR-04-2020-0214"},{"issue":"3","key":"10287_CR54","doi-asserted-by":"publisher","first-page":"387","DOI":"10.1016\/j.ijinfomgt.2014.02.002","volume":"34","author":"O Kwon","year":"2014","unstructured":"Kwon, O., Lee, N., & Shin, B. (2014). Data quality management, data usage experience and acquisition intention of big data analytics. International Journal of Information Management, 34(3), 387\u2013394.","journal-title":"International Journal of Information Management"},{"key":"10287_CR55","doi-asserted-by":"publisher","first-page":"573","DOI":"10.1016\/j.techfore.2018.03.020","volume":"144","author":"K Lamba","year":"2019","unstructured":"Lamba, K., & Singh, S. P. (2019). Dynamic supplier selection and lot-sizing problem considering carbon emissions in a big data environment. Technological Forecasting and Social Change, 144, 573\u2013584.","journal-title":"Technological Forecasting and Social Change"},{"key":"10287_CR56","doi-asserted-by":"crossref","unstructured":"Latifi, M. A., Nikou, S., & Bouwman, H. (2021). Business model innovation and firm performance: Exploring causal mechanisms in SMEs. Technovation, 107, 102274.","DOI":"10.1016\/j.technovation.2021.102274"},{"issue":"1","key":"10287_CR57","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1111\/jpim.12370","volume":"35","author":"RP Lee","year":"2018","unstructured":"Lee, R. P., & Tang, X. (2018). Does it pay to be innovation and imitation oriented? An examination of the antecedents and consequences of innovation and imitation orientations. Journal of Product Innovation Management, 35(1), 11\u201326.","journal-title":"Journal of Product Innovation Management"},{"key":"10287_CR58","unstructured":"Leswing, K. (2020). As workplaces slowly reopen, tech companies smell a new multibillion-dollar opportunity: helping businesses trace coronavirus. CNBC.com. https:\/\/www.cnbc.com\/2020\/05\/10\/coronavirus-tracing-for-workplaces-could-become-new-tech-opportunity.html."},{"issue":"03","key":"10287_CR59","first-page":"118","volume":"33","author":"W Li","year":"2021","unstructured":"Li, W., Wang, Q., Yang, X., & C. (2021). The mechanism of market ambidexterity driving entreprenurial performance in new venture: The mediating effects of business model innovation. Management Review, 33(03), 118\u2013128.","journal-title":"Management Review"},{"issue":"4","key":"10287_CR60","first-page":"40","volume":"33","author":"Y Liu","year":"2014","unstructured":"Liu, Y. (2014). Big data and predictive business analytics. The Journal of Business Forecasting, 33(4), 40\u201342.","journal-title":"The Journal of Business Forecasting"},{"key":"10287_CR61","doi-asserted-by":"publisher","first-page":"102034","DOI":"10.1016\/j.ijinfomgt.2019.11.002","volume":"51","author":"Y Liu","year":"2020","unstructured":"Liu, Y., Soroka, A., Han, L., Jian, J., & Tang, M. (2020). Cloud-based big data analytics for customer insight-driven design innovation in SMEs. International Journal of Information Management, 51, 102034.","journal-title":"International Journal of Information Management"},{"issue":"1","key":"10287_CR62","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1007\/s10490-017-9558-4","volume":"36","author":"M Loon","year":"2019","unstructured":"Loon, M., & Chik, R. (2019). Efficiency-centered, innovation-enabling business models of high tech SMEs: Evidence from Hong Kong. Asia Pacific Journal of Management, 36(1), 87\u2013111.","journal-title":"Asia Pacific Journal of Management"},{"issue":"05","key":"10287_CR63","first-page":"211","volume":"37","author":"HJ Ma","year":"2021","unstructured":"Ma, H. J., Wu, J., Guo, H., & Ge, B. S. (2021). Research on improvisation in the field of entrepreneurship: Antecedents, consequences and boundary condition. Management Word, 37(05), 211\u2013229+15.","journal-title":"Management Word"},{"key":"10287_CR64","doi-asserted-by":"publisher","unstructured":"Majhi, S. G., Anand, A., Mukherjee, A., & Rana, N. P. (2021). The optimal configuration of IT-enabled dynamic capabilities in a firm\u2019s capabilities portfolio: A strategic alignment perspective. Information Systems Frontiers, 1\u201316. https:\/\/doi.org\/10.1007\/s10796-021-10145-5","DOI":"10.1007\/s10796-021-10145-5"},{"issue":"1","key":"10287_CR65","doi-asserted-by":"publisher","first-page":"168","DOI":"10.1108\/JEIM-12-2019-0394","volume":"34","author":"SK Mangla","year":"2020","unstructured":"Mangla, S. K., Raut, R., Narwane, V. S., & Zhang, Z. J. (2020). Mediating effect of big data analytics on project performance of small and medium enterprises. Journal of Enterprise Information Management, 34(1), 168\u2013198.","journal-title":"Journal of Enterprise Information Management"},{"key":"10287_CR66","doi-asserted-by":"publisher","DOI":"10.1002\/9781119278825","volume-title":"Big data in practice: How 45 successful companies used big data analytics to deliver extraordinary results","author":"B Marr","year":"2016","unstructured":"Marr, B. (2016). Big data in practice: How 45 successful companies used big data analytics to deliver extraordinary results. John Wiley & Sons."},{"issue":"2","key":"10287_CR67","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1207\/s15327906mbr3302_1","volume":"33","author":"HW Marsh","year":"1998","unstructured":"Marsh, H. W., Hau, K.-T., Balla, J. R., & Grayson, D. (1998). Is more ever too much? The number of indicators per factor in confirmatory factor analysis. Multivariate Behavioral Research, 33(2), 181\u2013220.","journal-title":"Multivariate Behavioral Research"},{"issue":"10","key":"10287_CR68","first-page":"60","volume":"90","author":"A McAfee","year":"2012","unstructured":"McAfee, A., Brynjolfsson, E., Davenport, T. H., Patil, D. J., & Barton, D. (2012). Big data: The management revolution. Harvard Business Review, 90(10), 60\u201368.","journal-title":"Harvard Business Review"},{"issue":"2-3","key":"10287_CR69","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1016\/j.lrp.2009.07.005","volume":"43","author":"RG McGrath","year":"2010","unstructured":"McGrath, R. G. (2010). Business models: A discovery driven approach. Long Range Planning, 43(2-3), 247\u2013261.","journal-title":"Long Range Planning"},{"key":"10287_CR70","unstructured":"Mckinsey (2020). COVID 19 briefing materials: Global health and crisis response.\u00a0https:\/\/www.mckinsey.com\/~\/media\/McKinsey\/Business%20Functions\/Risk\/Our%20Insights\/COVID%2019%20Implications%20for%20business\/COVID%2019%20May%2013\/COVID-19-Facts-and-Insights-May-6.ashx."},{"issue":"2","key":"10287_CR71","doi-asserted-by":"publisher","first-page":"272","DOI":"10.1111\/1467-8551.12343","volume":"30","author":"P Mikalef","year":"2019","unstructured":"Mikalef, P., Boura, M., Lekakos, G., & Krogstie, J. (2019). Big data analytics capabilities and innovation: The mediating role of dynamic capabilities and moderating effect of the environment. British Journal of Management, 30(2), 272\u2013298.","journal-title":"British Journal of Management"},{"issue":"2","key":"10287_CR72","doi-asserted-by":"publisher","first-page":"103169","DOI":"10.1016\/j.im.2019.05.004","volume":"57","author":"P Mikalef","year":"2020","unstructured":"Mikalef, P., Krogstie, J., Pappas, I. O., & Pavlou, P. (2020). Exploring the relationship between big data analytics capability and competitive performance: The mediating roles of dynamic and operational capabilities. Information & Management, 57(2), 103169.","journal-title":"Information & Management"},{"key":"10287_CR73","doi-asserted-by":"publisher","first-page":"670","DOI":"10.1016\/j.jbusres.2020.02.015","volume":"130","author":"I Miroshnychenko","year":"2021","unstructured":"Miroshnychenko, I., Strobl, A., Matzler, K., & De Massis, A. (2021). Absorptive capacity, strategic flexibility, and business model innovation: Empirical evidence from Italian SMEs. Journal of Business Research, 130, 670\u2013682.","journal-title":"Journal of Business Research"},{"key":"10287_CR74","doi-asserted-by":"publisher","first-page":"135549","DOI":"10.1016\/j.scitotenv.2019.135549","volume":"707","author":"S Mishra","year":"2020","unstructured":"Mishra, S., & Singh, S. P. (2020). Distribution network model using big data in an international environment. Science of the Total Environment, 707, 135549.","journal-title":"Science of the Total Environment"},{"issue":"2","key":"10287_CR75","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1080\/10696679.2019.1577685","volume":"27","author":"D Monferrer Tirado","year":"2019","unstructured":"Monferrer Tirado, D., Moliner Tena, M. \u00c1., & Estrada Guill\u00e9n, M. (2019). Ambidexterity as a key factor in banks\u2019 performance: A marketing approach. Journal of Marketing Theory and Practice, 27(2), 227\u2013250.","journal-title":"Journal of Marketing Theory and Practice"},{"key":"10287_CR76","doi-asserted-by":"crossref","unstructured":"Montani, F., & Staglian\u00f2, R. (2021). Innovation in times of pandemic: The moderating effect of knowledge sharing on the relationship between COVID-19-induced job stress and employee innovation. R&D Management, 52(2), 193\u2013205.","DOI":"10.1111\/radm.12457"},{"issue":"1","key":"10287_CR77","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1111\/j.1540-627X.2012.00377.x","volume":"51","author":"MH Morris","year":"2013","unstructured":"Morris, M. H., Shirokova, G., & Shatalov, A. (2013). The business model and firm performance: The case of Russian food service ventures. Journal of Small Business Management, 51(1), 46\u201365.","journal-title":"Journal of Small Business Management"},{"issue":"1","key":"10287_CR78","doi-asserted-by":"publisher","first-page":"223","DOI":"10.25300\/MISQ\/2017\/41:1.03","volume":"41","author":"S Nambisan","year":"2017","unstructured":"Nambisan, S., Lyytinen, K., Majchrzak, A., & Song, M. (2017). Digital innovation management: Reinventing innovation management research in a digital world. MIS Quarterly, 41(1), 223\u2013238.","journal-title":"MIS Quarterly"},{"key":"10287_CR79","unstructured":"OECD (2018). Promoting innovation in established SMEs. Policy note. In: SME Ministerial Conference."},{"key":"10287_CR80","doi-asserted-by":"publisher","first-page":"1218","DOI":"10.1016\/j.jbusres.2021.10.042","volume":"139","author":"OE Olabode","year":"2022","unstructured":"Olabode, O. E., Boso, N., Hultman, M., & Leonidou, C. N. (2022). Big data analytics capability and market performance: The roles of disruptive business models and competitive intensity. Journal of Business Research, 139, 1218\u20131230.","journal-title":"Journal of Business Research"},{"issue":"11","key":"10287_CR81","doi-asserted-by":"publisher","first-page":"1739","DOI":"10.1002\/smj.2310","volume":"36","author":"PC Patel","year":"2015","unstructured":"Patel, P. C., Kohtam\u00e4ki, M., Parida, V., & Wincent, J. (2015). Entrepreneurial orientation-as-experimentation and firm performance: The enabling role of absorptive capacity. Strategic Management Journal, 36(11), 1739\u20131749.","journal-title":"Strategic Management Journal"},{"key":"10287_CR82","doi-asserted-by":"publisher","first-page":"539","DOI":"10.1146\/annurev-psych-120710-100452","volume":"63","author":"PM Podsakoff","year":"2012","unstructured":"Podsakoff, P. M., MacKenzie, S. B., & Podsakoff, N. P. (2012). Sources of method bias in social science research and recommendations on how to control it. Annual Review of Psychology, 63, 539\u2013569.","journal-title":"Annual Review of Psychology"},{"issue":"2","key":"10287_CR83","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1007\/s10796-016-9720-4","volume":"20","author":"A Popovi\u010d","year":"2018","unstructured":"Popovi\u010d, A., Hackney, R., Tassabehji, R., & Castelli, M. (2018). The impact of big data analytics on firms\u2019 high value business performance. Information Systems Frontiers, 20(2), 209\u2013222.","journal-title":"Information Systems Frontiers"},{"issue":"3","key":"10287_CR84","first-page":"1","volume":"58","author":"S Ransbotham","year":"2017","unstructured":"Ransbotham, S., & Kiron, D. (2017). Analytics as a source of business innovation. MIT Sloan Management Review, 58(3), 1\u201320.","journal-title":"MIT Sloan Management Review"},{"issue":"5","key":"10287_CR85","doi-asserted-by":"publisher","first-page":"923","DOI":"10.1108\/BPMJ-03-2018-0079","volume":"25","author":"S Razzaq","year":"2019","unstructured":"Razzaq, S., Shujahat, M., Hussain, S., Nawaz, F., Wang, M., Ali, M., & Tehseen, S. (2019). Knowledge management, organizational commitment and knowledge-worker performance. Business Process Management Journal, 25(5), 923\u2013947.","journal-title":"Business Process Management Journal"},{"issue":"2","key":"10287_CR86","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1002\/sej.1279","volume":"12","author":"J Rietveld","year":"2018","unstructured":"Rietveld, J. (2018). Creating and capturing value from freemium business models: A demand-side perspective. Strategic Entrepreneurship Journal, 12(2), 171\u2013193.","journal-title":"Strategic Entrepreneurship Journal"},{"key":"10287_CR87","doi-asserted-by":"crossref","unstructured":"Santhanam, R., & Hartono, E. (2003). Issues in linking information technology capability to firm performance. MIS Quarterly, 125\u2013153.","DOI":"10.2307\/30036521"},{"issue":"8","key":"10287_CR88","doi-asserted-by":"publisher","first-page":"1980","DOI":"10.1108\/MD-07-2018-0829","volume":"57","author":"G Santoro","year":"2019","unstructured":"Santoro, G., Fiano, F., Bertoldi, B., & Ciampi, F. (2019). Big data for business management in the retail industry. Management Decision, 57(8), 1980\u20131992.","journal-title":"Management Decision"},{"key":"10287_CR89","volume-title":"Analytics: The real-world use of big data","author":"M Schroeck","year":"2012","unstructured":"Schroeck, M., Shockley, R., Smart, J., Romero-Morales, D., & Tufano, P. P. (2012). Analytics: The real-world use of big data. IBM Institute for Business Value."},{"key":"10287_CR90","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1007\/s10796-020-10020-9","volume":"22","author":"P Seetharaman","year":"2020","unstructured":"Seetharaman, P., Mathew, S. K., Sein, M. K., & Tallamraju, R. B. (2020). Being (more) human in a digitized world. Information Systems Frontiers, 22, 529\u2013532.","journal-title":"Information Systems Frontiers"},{"key":"10287_CR91","doi-asserted-by":"publisher","first-page":"120315","DOI":"10.1016\/j.techfore.2020.120315","volume":"161","author":"S Shamim","year":"2020","unstructured":"Shamim, S., Zeng, J., Khan, Z., & Zia, N. U. (2020). Big data analytics capability and decision making performance in emerging market firms: The role of contractual and relational governance mechanisms. Technological Forecasting and Social Change, 161, 120315.","journal-title":"Technological Forecasting and Social Change"},{"issue":"4","key":"10287_CR92","doi-asserted-by":"publisher","first-page":"406","DOI":"10.1080\/09537325.2018.1516866","volume":"31","author":"S Shan","year":"2019","unstructured":"Shan, S., Luo, Y., Zhou, Y., & Wei, Y. (2019). Big data analysis adaptation and enterprises\u2019 competitive advantages: The perspective of dynamic capability and resource-based theories. Technology Analysis & Strategic Management, 31(4), 406\u2013420.","journal-title":"Technology Analysis & Strategic Management"},{"issue":"02","key":"10287_CR93","doi-asserted-by":"publisher","first-page":"238","DOI":"10.1108\/JEIM-03-2014-0031","volume":"29","author":"S Sharma","year":"2016","unstructured":"Sharma, S., & Routroy, S. (2016). Modeling information risk in supply chain using Bayesian networks. Journal of Enterprise Information Management, 29(02), 238\u2013254.","journal-title":"Journal of Enterprise Information Management"},{"key":"10287_CR94","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1016\/j.ijpe.2017.06.006","volume":"191","author":"J Sheng","year":"2017","unstructured":"Sheng, J., Amankwah-Amoah, J., & Wang, X. (2017). A multidisciplinary perspective of big data in management research. International Journal of Production Economics, 191, 97\u2013112.","journal-title":"International Journal of Production Economics"},{"issue":"7","key":"10287_CR95","doi-asserted-by":"publisher","first-page":"1278","DOI":"10.1111\/joms.12343","volume":"55","author":"Y Snihur","year":"2018","unstructured":"Snihur, Y., Thomas, L. D., & Burgelman, R. A. (2018). An ecosystem-level process model of business model disruption: The disruptor's gambit. Journal of Management Studies, 55(7), 1278\u20131316.","journal-title":"Journal of Management Studies"},{"issue":"4","key":"10287_CR96","doi-asserted-by":"publisher","first-page":"867","DOI":"10.1177\/1042258721998946","volume":"45","author":"J Soluk","year":"2021","unstructured":"Soluk, J., Miroshnychenko, I., Kammerlander, N., & De Massis, A. (2021). Family influence and digital business model innovation: The enabling role of dynamic capabilities. Entrepreneurship Theory and Practice, 45(4), 867\u2013905.","journal-title":"Entrepreneurship Theory and Practice"},{"issue":"5","key":"10287_CR97","doi-asserted-by":"publisher","first-page":"691","DOI":"10.1111\/jpim.12398","volume":"34","author":"A Sorescu","year":"2017","unstructured":"Sorescu, A. (2017). Data-driven business model innovation. Journal of Product Innovation Management, 34(5), 691\u2013696.","journal-title":"Journal of Product Innovation Management"},{"key":"10287_CR98","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1016\/j.indmarman.2019.04.013","volume":"83","author":"P Spieth","year":"2019","unstructured":"Spieth, P., Roeth, T., & Meissner, S. (2019). Reinventing a business model in industrial networks: Implications for customers' brand perceptions. Industrial Marketing Management, 83, 275\u2013287.","journal-title":"Industrial Marketing Management"},{"issue":"10","key":"10287_CR99","doi-asserted-by":"publisher","first-page":"1849","DOI":"10.1111\/poms.12746","volume":"27","author":"R Srinivasan","year":"2018","unstructured":"Srinivasan, R., & Swink, M. (2018). An investigation of visibility and flexibility as complements to supply chain analytics: An organizational information processing theory perspective. Production and Operations Management, 27(10), 1849\u20131867.","journal-title":"Production and Operations Management"},{"issue":"4","key":"10287_CR100","doi-asserted-by":"publisher","first-page":"1162","DOI":"10.1108\/EJIM-01-2020-0004","volume":"24","author":"B Sun","year":"2020","unstructured":"Sun, B., & Liu, Y. (2020). Business model designs, big data analytics capabilities and new product development performance: Evidence from China. European Journal of Innovation Management, 24(4), 1162\u20131183.","journal-title":"European Journal of Innovation Management"},{"issue":"2-3","key":"10287_CR101","doi-asserted-by":"publisher","first-page":"172","DOI":"10.1016\/j.lrp.2009.07.003","volume":"43","author":"DJ Teece","year":"2010","unstructured":"Teece, D. J. (2010). Business models, business strategy and innovation. Long Range Planning, 43(2-3), 172\u2013194.","journal-title":"Long Range Planning"},{"issue":"2","key":"10287_CR102","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1177\/031289620002500203","volume":"25","author":"DW Vorhies","year":"2000","unstructured":"Vorhies, D. W., & Harker, M. (2000). The capabilities and perfor mance advantages of market-driven firms: An empirical investigation. Australian Journal of Management, 25(2), 145\u2013171.","journal-title":"Australian Journal of Management"},{"key":"10287_CR103","doi-asserted-by":"publisher","first-page":"356","DOI":"10.1016\/j.jbusres.2016.08.009","volume":"70","author":"SF Wamba","year":"2017","unstructured":"Wamba, S. F., Gunasekaran, A., Akter, S., Ren, S. J. F., Dubey, R., & Childe, S. J. (2017). Big data analytics and firm performance: Effects of dynamic capabilities. Journal of Business Research, 70, 356\u2013365.","journal-title":"Journal of Business Research"},{"key":"10287_CR104","doi-asserted-by":"publisher","first-page":"107498","DOI":"10.1016\/j.ijpe.2019.09.019","volume":"222","author":"SF Wamba","year":"2020","unstructured":"Wamba, S. F., Dubey, R., Gunasekaran, A., & Akter, S. (2020). The performance effects of big data analytics and supply chain ambidexterity: The moderating effect of environmental dynamism. International Journal of Production Economics, 222, 107498.","journal-title":"International Journal of Production Economics"},{"issue":"07","key":"10287_CR105","first-page":"48","volume":"42","author":"FQ Wang","year":"2020","unstructured":"Wang, F. Q., Jiang, J. H., & Wang, R. J. (2020). How does artificial intelligence reshape the fit of business model? A new E-commerce case study of pinduoduo. Foreign Economics & Managemt, 42(07), 48\u201363.","journal-title":"Foreign Economics & Managemt"},{"key":"10287_CR106","first-page":"182","volume":"37","author":"J Wei","year":"2021","unstructured":"Wei, J., Lu, J. L., & Liu, Y. (2021). New trends and problems of innovation strategy theory in the context of new organization. Management World, 37, 182\u2013197.","journal-title":"Management World"},{"key":"10287_CR107","doi-asserted-by":"crossref","unstructured":"Wielgos, D. M., Homburg, C., & Kuehnl, C. (2021). Digital business capability: Its impact on firm and customer performance. Journal of the Academy of Marketing Science, 1\u201328.","DOI":"10.1007\/s11747-021-00771-5"},{"issue":"1","key":"10287_CR108","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1057\/jit.2014.31","volume":"30","author":"SL Woerner","year":"2015","unstructured":"Woerner, S. L., & Wixom, B. H. (2015). Big data: Extending the business strategy toolbox. Journal of Information Technology, 30(1), 60\u201362.","journal-title":"Journal of Information Technology"},{"key":"10287_CR109","volume-title":"Small and medium enterprises (SMEs) finance","author":"World Bank","year":"2020","unstructured":"World Bank (2020). Small and medium enterprises (SMEs) finance. https:\/\/www.worldbank.org\/en\/topic\/smefinance."},{"issue":"5","key":"10287_CR110","doi-asserted-by":"publisher","first-page":"2017","DOI":"10.1287\/mnsc.2018.3281","volume":"66","author":"L Wu","year":"2020","unstructured":"Wu, L., Hitt, L., & Lou, B. (2020). Data analytics, innovation, and firm productivity. Management Science, 66(5), 2017\u20132039.","journal-title":"Management Science"},{"issue":"7","key":"10287_CR111","doi-asserted-by":"publisher","first-page":"1627","DOI":"10.1108\/IJEBR-04-2019-0202","volume":"26","author":"S Xia","year":"2020","unstructured":"Xia, S., Xiong, Y., Zhang, M., Cornford, J., Liu, Y., Lim, M. K., & Chen, F. (2020). Reducing the resource acquisition costs for returnee entrepreneurs: Role of Chinese national science parks. International Journal of Entrepreneurial Behavior & Research, 26(7), 1627\u20131657.","journal-title":"International Journal of Entrepreneurial Behavior & Research"},{"key":"10287_CR112","first-page":"42","volume":"05","author":"K Xie","year":"2020","unstructured":"Xie, K., Xia, Z. H., & Xiao, J. H. (2020). The enterprise realization mechanism of big data becoming a real production factor: From the product innovation perspective. China Industrial Economics, 05, 42\u201360.","journal-title":"China Industrial Economics"},{"key":"10287_CR113","doi-asserted-by":"publisher","first-page":"102123","DOI":"10.1016\/j.technovation.2020.102123","volume":"94","author":"Y Xiong","year":"2020","unstructured":"Xiong, Y., & Xia, S. (2020). Mechanisms behind China\u2019s innovation achievements: A multi-level view. Technovation, 94, 102123.","journal-title":"Technovation"},{"issue":"04","key":"10287_CR114","first-page":"96","volume":"40","author":"J Yang","year":"2018","unstructured":"Yang, J., Xue, H. B., Niu, M., & X. (2018). The conceptualization of business model: A dual dimension typology and research implications. Foreign Economics & Management, 40(04), 96\u2013109.","journal-title":"Foreign Economics & Management"},{"key":"10287_CR115","doi-asserted-by":"publisher","first-page":"102225","DOI":"10.1016\/j.technovation.2021.102225","volume":"103","author":"C Yuan","year":"2021","unstructured":"Yuan, C., Xue, D., & He, X. (2021). A balancing strategy for ambidextrous learning, dynamic capabilities, and business model design, the opposite moderating effects of environmental dynamism. Technovation, 103, 102225.","journal-title":"Technovation"},{"issue":"05","key":"10287_CR116","first-page":"74","volume":"36","author":"XM Zhang","year":"2020","unstructured":"Zhang, X. M., & Chen, D. Q. (2020). Busnienss model, value co-creation and governance risk of enterprises in the era of mobile internet: Case study on financial fraud of luckin coffee. Management World, 36(05), 74\u201386.","journal-title":"Management World"},{"key":"10287_CR117","doi-asserted-by":"publisher","first-page":"374","DOI":"10.1016\/j.jbusres.2020.11.004","volume":"131","author":"Y Zhang","year":"2021","unstructured":"Zhang, Y., Zhang, M., Li, J., Liu, G., Yang, M. M., & Liu, S. (2021). A bibliometric review of a decade of research: Big data in business research\u2013setting a research agenda. Journal of Business Research, 131, 374\u2013390.","journal-title":"Journal of Business Research"},{"key":"10287_CR118","unstructured":"Zhang, X, E., & Li, Q. (2021). Does green entrepreneurial orientation improve the performance of agricultural new ventures? Studies in Science of Science, 39(1), 93\u2013102."},{"issue":"5","key":"10287_CR119","doi-asserted-by":"publisher","first-page":"882","DOI":"10.1057\/jibs.2009.87","volume":"41","author":"L Zhou","year":"2010","unstructured":"Zhou, L., Barnes, B. R., & Lu, Y. (2010). Entrepreneurial proclivity, capability upgrading and performance advantage of newness among international new ventures. Journal of International Business Studies, 41(5), 882\u2013905.","journal-title":"Journal of International Business Studies"},{"issue":"2","key":"10287_CR120","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1287\/orsc.1060.0232","volume":"18","author":"C Zott","year":"2007","unstructured":"Zott, C., & Amit, R. (2007). Business model design and the performance of entrepreneurial firms. Organization Science, 18(2), 181\u2013199.","journal-title":"Organization Science"},{"issue":"1","key":"10287_CR121","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1002\/smj.642","volume":"29","author":"C Zott","year":"2008","unstructured":"Zott, C., & Amit, R. (2008). The fit between product market strategy and business model: Implications for firm performance. Strategic Management Journal, 29(1), 1\u201326.","journal-title":"Strategic Management Journal"}],"container-title":["Information Systems Frontiers"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10796-022-10287-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10796-022-10287-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10796-022-10287-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,2]],"date-time":"2022-12-02T09:17:43Z","timestamp":1669972663000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10796-022-10287-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5,19]]},"references-count":121,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2022,8]]}},"alternative-id":["10287"],"URL":"https:\/\/doi.org\/10.1007\/s10796-022-10287-0","relation":{},"ISSN":["1387-3326","1572-9419"],"issn-type":[{"value":"1387-3326","type":"print"},{"value":"1572-9419","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,5,19]]},"assertion":[{"value":"2 May 2022","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 May 2022","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"We have no conflict of interest to disclose.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of Interest"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}