Acknowledgement
This work was supported by the Gachon University research fund of 2023 (GCU-202303900001).
References
- Aldrich, H. E. (1972). Technology and organizational structure: A reexamination of the findings of the Aston Group. Administrative Science Quarterly, 17(1), 26-43. https://doi.org/10.2307/2392089
- Ayyagari, R., Grover, V., & Purvis, R. (2011). Technostress: Technological antecedents and implications. MIS Quarterly, 35(4), 831-858. https://doi.org/10.2307/41409963
- Bala, H., & Venkatesh, V. (2016). Adaptation to information technology: A holistic nomological network from implementation to job outcomes. Management Science, 62(1), 156-179. https://doi.org/10.1287/mnsc.2014.2111
- Barley, S. R. (1986). Technology as an occasion for structuring: Evidence from observations of CT scanners and the social order of radiology departments. Administrative Science Quarterly, 31(1), 78-108. https://doi.org/10.2307/2392767
- Barley, S. R. (1990). The alignment of technology and structure through roles and networks. Administrative Science Quarterly, 35(1), 61-103. https://doi.org/10.2307/2393551
- Barley, S. R., & Kunda, G. (2001). Bringing work back in. Organization Science, 12(1), 76-95. https://doi.org/10.1287/orsc.12.1.76.10122
- Becker, W. J., Belkin, L. Y., Conroy, S. A., & Tuskey, S. (2021). Killing me softly: Organizational e-mail monitoring expectations' impact on employee and significant other wellbeing. Journal of Management, 47(4), 1024-1052. https://doi.org/10.1177/0149206319890655
- Benlian, A. (2020). A daily field investigation of technologydriven spillovers from work to home. MIS Quarterly, 44(3), 1259-1300. https://doi.org/10.25300/MISQ/2020/14911
- Bharadwaj, A., Sawy, O. A. E., Pavlou, P. A., & Venkatraman, N. (2013). Digital business strategy: Toward a next generation of insights. MIS Quarterly, 37(2), 471-482. https://doi.org/10.25300/misq/2013/37:2.3
- Bird, S., Klein, E., & Loper, E. (2009). Natural language processing with Python: Analyzing text with the natural language toolkit. O'Reilly Media Inc.
- Blanka, C., Krumay, B., & Rueckel, D. (2022). The interplay of digital transformation and employee competency: A design science approach. Technological Forecasting and Social Change, 178, 121575. https://doi.org/10.1016/j.techfore.2022.121575
- Blau, P. M., Falbe, C. M., McKinley, W., & Tracy, P. K. (1976). Technology and organization in manufacturing. Administrative Science Quarterly, 21(1), 20-40. https://doi.org/10.2307/2391876
- Blei, D. M., & Lafferty, J. D. (2009). Topic models. In A. Srivastava, & M. Sahami (Eds.), Text mining: Classification, clustering, and applications (pp. 71-93). Chapman & Hall/CRC.
- Blei, D. M., Ng, A. Y., & Jordan, M. I. (2003). Latent Dirichlet Allocation. Journal of Machine Learning Research, 3, 993-1022.
- Boswell, W. R., & Olson-Buchanan, J. B. (2007). The use of communication technologies after hours: The role of work attitudes and work-life conflict. Journal of Management, 33(4), 592-610. https://doi.org/10.1177/0149206307302552
- Brynjolfsson, E. (1993). The productivity paradox of information technology. Communications of the ACM, 36(12), 66-77. https://doi.org/10.1145/163298.163309
- Butts, M. M., Becker, W. J., & Boswell, W. R. (2015). Hot buttons and time sinks: The effects of electronic communication during nonwork time on emotions and work-nonwork conflict. Academy of Management Journal, 58(3), 763-788. https://doi.org/10.5465/amj.2014.0170
- Borner, K., Chen, C., & Boyack, K. W. (2003). Visualizing knowledge domains. Annual Review of Information Science and Technology, 37(1), 179-255. https://doi.org/10.1002/aris.1440370106
- Chapman, D. S., Uggerslev, K. L., Carroll, S. A., Piasentin, K. A., & Jones, D. A. (2005). Applicant attraction to organizations and job choice: A meta-analytic review of the correlates of recruiting outcomes. The Journal of Applied Psychology, 90(5), 928-944. https://doi.org/10.1037/0021-9010.90.5.928
- Chen, C. (2006). CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature. Journal of the American Society for Information Science and Technology, 57(3), 359-377. https://doi.org/10.1002/asi.20317
- Derks, D., Bakker, A. B., Peters, P., & van Wingerden, P. (2016). Work-related smartphone use, work-family conflict and family role performance: The role of segmentation preference. Human Relations, 69(5), 1045-1068. https://doi.org/10.1177/0018726715601890
- Eller, R., Alford, P., Kallmunzer, A., & Peters, M. (2020). Antecedents, consequences, and challenges of small and medium-sized enterprise digitalization. Journal of Business Research, 112, 119-127. https://doi.org/10.1016/j.jbusres.2020.03.004
- Fedor, D. B., Caldwell, S., & Herold, D. M. (2006). The effects of organizational changes on employee commitment: A multilevel investigation. Personnel Psychology, 59(1), 1-29. https://doi.org/10.1111/j.1744-6570.2006.00852.x
- Feldman, R., & Sanger, J. (2007). The text mining handbook: Advanced approaches in analyzing unstructured data. Cambridge University Press.
- Fichman, R. G., Dos Santos, B. L., & Zheng, Z. (2014). Digital innovation as a fundamental and powerful concept in the information systems curriculum. MIS Quarterly, 38(2), 329-354.
- Gajendran, R. S., & Harrison, D. A. (2007). The good, the bad, and the unknown about telecommuting: Meta-analysis of psychological mediators and individual consequences. Journal of Applied Psychology, 92(6), 1524-1541. https://doi.org/10.1037/0021-9010.92.6.1524
- Gao, W., & Jin, S. (2023). How does corporate intelligence level affect corporate sustainability? Evidence from China. International Academy of Global Business and Trade, 19, 45-70. https://doi.org/10.20294/jgbt.2023.19.3.45
- Giddens, A. (1984). The constitution of society: Outline of the theory of structuration. University of California Press.
- Golden, T. D., & Fromen, A. (2011). Does it matter where your manager works? Comparing managerial work mode (traditional, telework, virtual) across subordinate work experiences and outcomes. Human Relations, 64(11), 1451-1475. https://doi.org/10.1177/0018726711418387
- Grint, K., & Woolgar, S. (2013). The machine at work technology, work and organization. John Wiley & Sons.
- Hanelt, A., Bohnsack, R., Marz, D., & Antunes Marante, C. (2021). A systematic review of the literature on digital transformation: Insights and implications for strategy and organizational change. Journal of Management Studies, 58(5), 1159-1197. https://doi.org/10.1111/joms.12639
- Hilbert, M., & Lopez, P. (2011). The world's technological capacity to store, communicate, and compute information. Science, 332(6025), 60-65. https://doi.org/10.1126/science.1200970
- Hoffman, M. D., Blei, D. M., & Bach, F. (2010, December 6-9). Online learning for Latent Dirichlet Allocation. In J. D. Lafferty, C. K. I. Williams, J. Shawe-Taylor, R. S. Zemel, & A. Culotta (Eds.), Proceedings of the 23rd International Conference on Neural Information Processing Systems (pp. 856-864). Curran Associates Inc.
- Kane, G. (2019). The technology fallacy: People are the real key to digital transformation. Research-Technology Management, 62(6), 44-49. https://doi.org/10.1080/08956308.2019.1661079
- Kim, J. W., & Roh, T. H. (2023). Analysis of investment intention factors by multiple subjects to crowdfunding types. Journal of Global Business and Trade, 19(6), 205-221. https://doi.org/10.20294/jgbt.2023.19.6.205
- Lee, J., Chae, C., Lee, J. M., & Fontinha, R. (2024). Understanding the evolution of international human resource management research: A bibliometric review over the past 25 years (1995-2019). Journal of Global Mobility, 12(4), 691-714. https://doi.org/10.1108/JGM-09-2023-0062
- Lee, J., Kim, S., & Kim, Y. (2021). Diversity climate on turnover intentions: A sequential mediating effect of personal diversity value and affective commitment. Personnel Review, 50(5), 1397-1408. https://doi.org/10.1108/PR-11-2019-0636
- Lee, S., & Bozeman, B. (2005). The impact of research collaboration on scientific productivity. Social Studies of Science, 35(5), 673-702. https://doi.org/10.1177/0306312705052359
- Ling, C. (2023). The impact of corporate venture capital on enterprise value in China. Journal of Asia Trade and Business, 10(1), 55-70. https://doi.org/10.22447/jatb.10.1.202306.55
- Long, R. J. (1993). The impact of new office information technology on job quality of female and male employees. Human Relations, 46(8), 939-961. https://doi.org/10.1177/001872679304600803
- McKinsey & Company. (2023). The state of AI in 2023: Generative AI's breakout year. https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai-in-2023-generative-ais-breakout-year#/
- Morillo, F., Bordons, M., & Gomez, I. (2003). Interdisciplinarity in science: A tentative typology of disciplines and research areas. Journal of the American Society for Information Science and Technology, 54(13), 1237-1249. https://doi.org/10.1002/asi.10326
- Morris, M. G., & Venkatesh, V. (2010). Job characteristics and job satisfaction: Understanding the role of enterprise resource planning system implementation. MIS Quarterly, 34(1), 143-161. https://doi.org/10.2307/20721418
- Nambisan, S., lyytinen, K., Majchrzak, A., & Song, M. (2017). Digital innovation management: Reinventing innovation management research in a digital world. MIS Quarterly, 41(1), 223-238. https://doi.org/10.25300/MISQ/2017/41:1.03
- Newman, D., Lau, J. H., Grieser, K., & Baldwin, T. (2010, June). Automatic evaluation of topic coherence. In R. Kaplan, J. Burstein, M. Harper, & G. Penn (Eds.), Human language technologies: The 2010 annual conference of the North American chapter of the Association for Computational Linguistics (pp. 100-108). Association for Computational Linguistics.
- OpenAI. (2023). Confidence-building measures for artificial intelligence: Workshop proceedings. https://openai.com/index/confidence-building-measures-for-artificial-intelligence/
- Orlikowski, W. J., & Barley, S. R. (2001). Technology and institutions: What can research on information technology and research on organizations learn from each other? MIS Quarterly, 25(2), 145-165. https://doi.org/10.2307/3250927
- Orlikowski, W. J., & Scott, S. V. (2008). Sociomateriality: Challenging the separation of technology, work and organization. Academy of Management Annals, 2(1), 433-474. https://doi.org/10.5465/19416520802211644
- Pirkkalainen, H., Salo, M., Makkonen, M., & Tarafdar, M. (2017). Coping with technostress: When emotional responses fail. Paper presented at International Conference on Interaction Sciences, Seoul, Korea.
- Pirkkalainen, H., Salo, M., Tarafdar, M., & Makkonen, M. (2019). Deliberate or instinctive? Proactive and reactive coping for technostress. Journal of Management Information Systems, 36(4), 1179-1212. https://doi.org/10.1080/07421222.2019.1661092
- Rafferty, A. E., Jimmieson, N. L., & Armenakis, A. A. (2013). Change readiness: A multilevel review. Journal of Management, 39(1), 110-135. https://doi.org/10.1177/0149206312457417
- Rousseau, D. M. (1977). Technological differences in job characteristics, employee satisfaction, and motivation: A synthesis of job design research and sociotechnical systems theory. Organizational Behavior and Human Performance, 19(1), 18-42. https://doi.org/10.1016/0030-5073(77)90052-6
- Rousseau, D. M. (1979). Assessment of technology in organizations: Closed versus open systems approaches. The Academy of Management Review, 4(4), 531-542. https://doi.org/10.2307/257853
- Roder, M., Both, A., & Hinneburg, A. (2015, February 2-6). Exploring the space of topic coherence measures. In X. Cheng, H. Li, E. Gabrilovich, & J. Tang (Eds.), Proceedings of the eighth ACM international conference on web search and data mining (pp. 399-408). Association for Computing Machinery.
- Sutton, R., & Rousseau, D. (1979). Structure, technology, and dependence on a parent organization: Organizational and environmental correlates of individual responses. Journal of Applied Psychology, 64, 675-687. https://doi.org/10.1037/0021-9010.64.6.675
- Sweller, J. (1988). Cognitive load during problem solving: Effects on learning. Cognitive Science, 12(2), 257-285. https://doi.org/10.1207/s15516709cog1202_4
- Thompson, J. D., & Bates, F. L. (1957). Technology, organization, and administration. Administrative Science Quarterly, 2(3), 325-343. https://doi.org/10.2307/2391002
- Tilson, D., Lyytinen, K., & Sorensen, C. (2010). Research commentary: Digital infrastructures: The missing IS research agenda. Information Systems Research, 21(4), 748-759.
- Tong, S., Jia, N., Luo, X., & Fang, Z. (2021). The Janus face of artificial intelligence feedback: Deployment versus disclosure effects on employee performance. Strategic Management Journal, 42(9), 1600-1631. https://doi.org/10.1002/smj.3322
- van Zoonen, W., Sivunen, A., & Treem, J. W. (2021). Why people engage in supplemental work: The role of technology, response expectations, and communication persistence. Journal of Organizational Behavior, 42(7), 867-884. https://doi.org/10.1002/job.2538
- Venkatesh, V., Bala, H., & Sambamurthy, V. (2016). Implementation of an information and communication technology in a developing country: A multimethod longitudinal study in a bank in India. Information Systems Research, 27(3), 558-579. https://doi.org/10.1287/isre.2016.0638
- Verhoef, P. C., Broekhuizen, T., Bart, Y., Bhattacharya, A., Qi Dong, J., Fabian, N., & Haenlein, M. (2021). Digital transformation: A multidisciplinary reflection and research agenda. Journal of Business Research, 122, 889-901. https://doi.org/10.1016/j.jbusres.2019.09.022
- Warner, K. S. R., & Wager, M. (2019). Building dynamic capabilities for digital transformation: An ongoing process of strategic renewal. Long Range Planning, 52(3), 326-349. https://doi.org/10.1016/j.lrp.2018.12.001
- Westerman, G., Calmejane, C., Bonnet, D., Ferraris, P., & McAfee, A. (2011). Digital transformation, a roadmap for billion dollar organizations. MIT Center for Digital Business and Capgemini Consulting.
- Whittington, R. (2015). Giddens, structuration theory and strategy as practice. In D. Golsorkhi, L. Rouleau, D. Seidl, & E. Vaara (Eds.), Cambridge Handbook of Strategy as Practice (pp. 145-164). Cambridge University Press.
- Wilson, T. D. (1999). Models in information behaviour research. Journal of Documentation, 55(3), 249-270. https://doi.org/10.1108/EUM0000000007145
- Wu, L., & Kane, G. C. (2021). Network-biased technical change: How modern digital collaboration tools overcome some biases but exacerbate others. Organization Science, 32(2), 273-292. https://doi.org/10.1287/orsc.2020.1368
- Xiong, X. (2022). Investment value of an internet company in China: A case study of Tencent Holdings Company. Journal of Asia Trade and Business, 9(2), 37-48. https://doi.org/10.22447/jatb.9.2.202212.37
- Yates, J., & Orlikowski, W. J. (1992). Genres of organizational communication: A structurational approach to studying communication and media. The Academy of Management Review, 17(2), 299-326. https://doi.org/10.2307/258774
- Yoo, Y., Boland, R. J., Lyytinen, K., & Majchrzak, A. (2012). Organizing for innovation in the digitized world. Organization Science, 23(5), 1398-1408. https://doi.org/10.1287/orsc.1120.0771
- Zuboff, S. (1988). In the age of the smart machine: The future of work and power. Heinemann Professional.