Examen de la visión estratégica de los bancos en la digitalización y los efectos de la innovación en el rendimiento y la percepción de la inteligencia artificial
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El objetivo de este estudio es examinar el efecto de la visión estratégica y la innovación digital en el desempeño y las percepciones de los nativos digitales sobre la inteligencia artificial en los bancos como resultado del aumento en el uso de aplicaciones de banca móvil con la expansión de Internet. En la investigación, se aplicó un cuestionario en línea a 603 expertos que trabajan en las casas matrices de los bancos y los datos recopilados se probaron en el programa Smart PLS 3.3.3. los bancos que adopten estrategias comerciales digitales disfrutarán de una importante ventaja competitiva. Para que se produzca una transformación y una competencia exitosas, los bancos deben llenar los vacíos en las demandas de los clientes en las áreas de digitalización, innovación y banca móvil. La investigación es una investigación original en términos de evaluar las visiones estratégicas y las innovaciones digitales de los bancos, que tienen una posición importante en el sector de servicios, en finanzas, innovación y aplicaciones móviles. Como resultado del análisis, se puede explicar que la visión estratégica sobre la digitalización y la innovación digital tienen efectos positivos en los desempeños y percepciones de los nativos digitales sobre la inteligencia artificial. Se sustenta en hipótesis de que los bancos deberían dar importancia a la digitalización y la innovación.
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Anzola-Román, P., Bayona-Sáez, C., & García-Marco, T. (2018). Organizational innovation,
internal R&D and externally sourced innovation practices: Effects on technological innovation
outcomes. Journal of Business Research, 91, 233-247. https://doi.org/10.1016/j.jbusres.2018.06.014
Astuti, E. S., Sanawiri, B., & Iqbal, M. (2020). Attributes of innovation, digital technology and
their impact on sme performance in Indonesia. International Journal of Entrepreneurship,
(1), 1-14. https://doi.org/10.6084/m9.figshare.12228692.v1
Baabdullah, A. M., Alalwan, A. A., Rana, N. P., Kizgin, H., & Patil, P. (2019). Consumer
use of mobile banking (M-Banking) in Saudi Arabia: Towards an integrated model.
International Journal of Information Management, 44, 38-52. https://doi.org/10.1016/j.ijinfomgt.2018.09.002
Banker, R., Chen, P. Y., Liu, F. C., & Ou, C. S. (2009). Business value of it in commercial banks. ICIS 2009 Proceedings, 76, 1-10. https://aisel.aisnet.org/icis2009/76
Bhatt, A., & Bhatt, S. (2016). Factors affecting customers adoption of mobile banking services.
Journal of Internet Banking and Commerce, 21(1), 1-22. https://www.icommercecentral.
com/open-access/factors-affecting-customers-adoption-of-mobile-banking-services.php?aid=70189
Bogner, W. C., & Barr, P. S. (2000). Making sense in hypercompetitive environments: A cognitive
explanation for the persistence of high velocity competition. Organization Science, 11(2), 212-226. https://www.jstor.org/stable/2640285
Chan, C. M., Teoh, S. Y., Yeow, A., & Pan, G. (2019). Agility in responding to disruptive digital
innovation: Case study of an sme. Information Systems Journal, 29(2), 436-455. https://doi.org/10.1111/isj.12215
Cheung, G. W., & Lau, R. S. (2008). Testing mediation and suppression effects of latent variables: Bootstrapping with structural equation models. Organizational research methods,
(2), 296-325. https://doi.org/10.1177/1094428107300343
Chew, I. K. H., & Chong, P. (1999). Effects of strategic human resource management on strategic vision. The International Journal of Human Resource Management, 10(6), 1031-1045.
https://doi.org/10.1080/095851999340107
Chin, W. W. (1998). The partial least squares approach to structural equation modeling. In G. A. Marcoulides (ed.), Modern Methods for Business Research (pp. 295-336). Lawrence Erlbaum Associates Publishers.
Chin, W. W. (2010). How to write up and report pls analyses. In V. Esposito Vinzi, W. Chin, J.
Henseler, & H. Wang (eds), Handbook of partial least squares (pp. 655-690). Springer. https://doi.org/10.1007/978-3-540-32827-8_29
Clemons, E. K. (1986). Information systems for sustainable competitive advantage. Information & Management, 11(3), 131-136.
Clemons, E. K., & Row, M. C. (1991). Sustaining it advantage: The role of structural differences. mis quarterly, 15(3), 275-292. https://doi.org/10.2307/249639
Cohen, W. M., & Levinthal, D. A. (1990). Absorptive capacity: A new perspective on learning
and innovation. Administrative Science Quarterly, 35(1), 128-152. https://doi.org/10.2307/2393553
Coombs, J. E., & Bierly III, P. E. (2006). Measuring technological capability and performance.
R&D Management, 36(4), 421-438. https://doi.org/10.1111/j.1467-9310.2006.00444.x
Çakir, F. S. (2019). Kısmi en küçük kareler yapısal eŞitlik modellemesi (pls-sem) ve bir ygulama.
Sosyal AraŞtırmalar ve DavranıŞ Bilimleri, 5(9), 111-128. http://www.sadab.org/FileUpload/bs701867/File/kismi_en_kucuk_kareler.pdf
Demo, G., Neiva, E. R., Nunes, I., & Rozzett, K. (2012). Human resources management policies
and practices scale (hrmpps): Exploratory and confirmatory factor analysis. bar-Brazilian
Administration Review, 9, 395-420. https://doi.org/10.1590/S1807-76922012005000006
Edquist, C., Zabala-Iturriagagoitia, J. M., Barbero, J., & Zofío, J. L. (2018). On the meaning of
innovation performance: Is the synthetic indicator of the Innovation Union Scoreboard flawed? Research Evaluation, 27(3), 196-211. https://doi.org/10.1093/reseval/rvy011
Farah, M. F., Hasni, M. J. S., & Abbas, A. K. (2018). Mobile-banking adoption: Empirical evidence
from the banking sector in Pakistan. International Journal of Bank Marketing, 36(7), 1386-1413. https://doi.org/10.1108/IJBM-10-2017-0215
Fitzgerald, M., Kruschwitz, N., Bonnet, D., & Welch, M. (2014). Embracing digital technology:
A new strategic imperative. mit Sloan Management Review, 55(2), 1-12. https://sloanreview.
mit.edu/projects/embracing-digital-technology/
Floyd, S. W., & P. J. Lane (2000). Strategizing throughout the organization: Managing role conflic in strategic renewal. The Academy of Management Review, 25(1), 154-177. https://doi.org/10.2307/259268
Gawer, A. (Ed.). (2011). Platforms, markets and innovation. Edward Elgar Publishing. Gibbard, D. (2014). The Flaw in Omni-Channel Banking, Why Bi-Direction Channel. https://www.finextra.com/blogposting/10140/omnichannel-flaw-why-bi-direction-channel-banking-is-next
Grandon, E. E., & Pearson, J. M. (2004). Electronic commerce adoption: An empirical study
of small and medium us businesses. Information & management, 42(1), 197-216. https://doi.org/10.1016/j.im.2003.12.010
Gratton, L. (1994). Implementing strategic intent: Human resource processes as a force for
change. Business Strategy Review, 5(1), 47-66. https://doi.org/10.1111/j.1467-8616.1994.tb00069.x
Gu, J. Z., & Tayi, G. K. (2016). Consumer pseudo-showrooming and omni-channel product
placement strategies. mis Quarterly, 41(2), 583-606. https://www.jstor.org/stable/26629727
Gunning, D., Stefik, M., Choi, J., Miller, T., Stumpf, S., & Yang, G. Z. (2019). xai—Explainable
artificial intelligence. Science Robotics, 4(37), 1-5. https://doi.org/10.1126/scirobotics.aay7120
Hair, J. F., Anderson, R. E., Babin, B. J., & Black, W. C. (2010). Multivariate data analysis: A global perspective. Pearson Education.
Hameed, W. U., Nisar, Q. A., & Wu, H. C. (2021). Relationships between external knowledge, internal innovation, firms’ open innovation performance, service innovation and business
performance in the Pakistani hotel industry. International Journal of Hospitality Management, 92, 1-15. https://doi.org/10.1016/j.ijhm.2020.102745
Hanelt, A., Firk, S., Hildebrandt, B., & Kolbe, L. M. (2021). Digital M&A, digital innovation, and
firm performance: an empirical investigation. European Journal of Information Systems, 30(1), 3-26. https://doi.org/10.1080/0960085X.2020.1747365
Holzinger, A., Searle, G., & Nischelwitzer, A. (2007). On some aspects of improving mobile
applications for the elderly. In C. Stephanidis (ed.), International Conference on Universal Access in Human-Computer Interaction (pp. 923-932). Springer. https://doi.org/10.1007/978-3-540-73279-2_103
Hughes, D. J., Lee, A., Tian, A. W., Newman, A., & Legood, A. (2018). Leadership, creativity, and
innovation: A critical review and practical recommendations. The Leadership Quarterly, 29(5), 549-569. https://doi.org/10.1016/j.leaqua.2018.03.001
Illia, A., Ngniatedema, T., & Huang, Z. (2015). A conceptual model for mobile banking adoption. Journal of Management Information and Decision Sciences, 18(1), 111-122. https://www.abacademies.org/articles/aimsjvol18no12015.pdf
James, K., & Lahti, K. (2011). Organizational vision and system influences on employee inspiration and organizational performance. Creativity and Innovation Management, 20(2), 108-120. https://doi.org/10.1111/j.1467-8691.2011.00595.x
Kahn, K. B. (2018). Understanding innovation. Business Horizons, 61(3), 453-460. https://doi.org/10.1016/j.bushor.2018.01.011
Kazan, E., Tan, C. W., Lim, E. T., Sørensen, C., & Damsgaard, J. (2018). Disentangling digital
platform competition: The case of uk mobile payment platforms. Journal of Management
Information Systems, 35(1), 180-219. https://doi.org/10.1080/07421222.2018.1440772
Khin, S., & Ho, T. C. (2019). Digital technology, digital capability and organizational performance: A mediating role of digital innovation. International Journal of Innovation Science, 11(2), 177-195. https://doi.org/10.1108/IJIS-08-2018-0083
Klein, M. U., & Mayer, C. (2011). Mobile banking and financial inclusion: The regulatory
lessons. Policy Research Working Paper wps 5664. https://documents.worldbank.org/en/publication/documents-reports/documentdetail/516511468161352996/mobile-banking-and-financial-inclusion-the-regulatory-lessons
Kraus, S., Palmer, C., Kailer, N., Kallinger, F. L., & Spitzer, J. (2018). Digital entrepreneurship:
a research agenda on new business models for the twenty-first century. International
Journal of Entrepreneurial Behavior & Research, 25(2), 353-375. https://doi.org/10.1108/IJEBR-06-2018-0425
Li, W., Liu, K., Belitski, M., Ghobadian, A., & O’Regan, N. (2016). E-Leadership through strategic
alignment: An empirical study of small-and medium-sized enterprises in the digital age. Journal of Information Technology, 31(2), 185-206. https://doi.org/10.1057/jit.2016.10
Lipton, A., Shrier, D., & Pentland, A. (2016). Digital banking manifesto: The end of banks?
Massachusetts Institute of Technology.
Liu, F., Zhao, X., Chau, P. Y., & Tang, Q. (2015). Roles of perceived value and individual differences in the acceptance of mobile coupon applications. Internet Research, 25(3), 471-495. https://doi.org/10.1108/IntR-02-2014-0053
Matzner, M., Büttgen, M., Demirkan, H., Spohrer, J., Alter, S., Fritzsche, A., C. L. Ng. I., Jonas, J.,
Martínez, V., Möslein, K. M., & Neely, A. (2018). Digital transformation in service management.
Journal of Service Management Research, 2(2), 3-21. https://doi.org/10.15358/2511-8676-2018-2-3
Mbama, C. I., Ezepue, P., Alboul, L., & Beer, M. (2018). Digital banking, customer experience and financial performance: uk bank managers’ perceptions. Journal of Research in Interactive
Marketing, 12(4), 432-451. https://doi.org/10.1108/JRIM-01-2018-0026
McCarthy, J. (1956). Inversion of functions defined by Turing Machines. In C. Shannon, & J. McCarthy (Eds.), Automata studies (pp. 177-181). Princeton University Press.
Mogaji, E., Soetan, T. O., & Kieu, T. A. (2021). The implications of artificial intelligence on the digital marketing of financial services to vulnerable customers. Australasian Marketing Journal, 29(3), 235-242. https://doi.org/10.1016/j.ausmj.2020.05.003
Moro, S., Cortez, P., & Rita, P. (2015). Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation. Expert Systems with Applications, 42(3), 1314-1324. https://doi.org/10.1016/j.eswa.2014.09.024
Mowery, D. C., Oxley, J. E., & Silverman, B. S. (1998). Technological overlap and interfirm cooperation: implications for the resource-based view of the firm. Research policy, 27(5), 507-523. https://doi.org/10.1016/S0048-7333(98)00066-3
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/10.1007/s10639-021-10638-5
Ni, G., Xu, H., Cui, Q., Qiao, Y., Zhang, Z., Li, H., & Hickey, P. J. (2021). Influence mechanism
of organizational flexibility on enterprise competitiveness: The mediating role of organizational innovation. Sustainability, 13(1), 1-23. https://doi.org/10.3390/su13010176
Niemand, T., Rigtering, C., Kallmünzer, A., Kraus, S., & Matijas, S. (2017). Entrepreneurial orientation and digitalization in the financial service industry: A contingency approach. In Proceedings of the 25th European Conference on Information Systems (ECIS) (pp. 1082-1092). Guimarães, Portugal. https://aisel.aisnet.org/ecis2017_rp/70
Niemand, T., Rigtering, J. C., Kallmünzer, A., Kraus, S., & Maalaoui, A. (2021). Digitalization in
the financial industry: A contingency approach of entrepreneurial orientation and strategic
vision on digitalization. European Management Journal, 39(3), 317-326. https://doi.org/10.1016/j.emj.2020.04.008
Nufus, K., Supratikta, H., Muchtar, A., & Sunarsi, D. (2020). Analysis of financial performance:
Case Study of PT. X Employee Cooperative. Utopía y Praxis Latinoamericana, 25(Esp. 10), 429-444. https://doi.org/10.5281/zenodo.4155737
Nunnally, J. C. (1978). Psychometric theory. McGraw-Hill.
Nüesch, R., Alt, R., & Puschmann, T. (2015). Hybrid customer interaction. Business & Information Systems Engineering, 57(1), 73-78. https://doi.org/10.1007/s12599-014-0366-9
Nylén, D., & Holmström, J. (2015). Digital innovation strategy: A framework for diagnosing
and improving digital product and service innovation. Business Horizons, 58(1), 57-67. https://doi.org/10.1016/j.bushor.2014.09.001
Ousama, A. A., Hammami, H., & Abdulkarim, M. (2019). The association between intellectual
capital and financial performance in the Islamic banking industry: An analysis of the GCC banks. International Journal of Islamic and Middle Eastern Finance and Management, 13(1), 75-93. https://doi.org/10.1108/IMEFM-05-2016-0073
Paladino, A. (2007). Investigating the drivers of innovation and new product success: a comparison of strategic orientations. Journal of Product Innovation Management, 24(6), 534-
https://doi.org/10.1111/j.1540-5885.2007.00270.x
Park, J. H., Chung, H., Kim, K. H., Kim, J. J., & Lee, C. (2021). The impact of technological capability on financial performance in the semiconductor industry. Sustainability, 13(2),
-20. https://doi.org/10.3390/su13020489
Payne, E. M., Peltier, J. W., & Barger, V. A. (2018). Mobile banking and ai-enabled mobile banking: The differential effects of technological and non-technological factors on digital natives’ perceptions and behavior. Journal of Research in Interactive Marketing, 12(3),
-346. https://doi.org/10.1108/JRIM-07-2018-0087
Prajogo, D. I., & Ahmed, P. K. (2006). Relationships between innovation stimulus, innovation capacity, and innovation performance. R&D Management, 36(5), 499-515. https://doi.org/10.1111/j.1467-9310.2006.00450.x
Raffoni, A., Visani, F., Bartolini, M., & Silvi, R. (2018). Business performance analytics: exploring
the potential for performance management systems. Production Planning & Control, 29(1), 51-67. https://doi.org/10.1080/09537287.2017.1381887
Rai, A., Pavlou, P. A., Im, G., & Du, S. (2012). Interfirm it capability profiles and communications
for cocreating relational value: Evidence from the logistics industry. MIS quarterly, 36(1), 233-262. https://dl.acm.org/doi/10.5555/2208955.2208970
Rashid, M., Ur, H., Nurunnabi, M., Rahman, M., Masud, M., & Kaium, A. (2020). Exploring the relationship between customer loyalty and financial performance of banks: Customer open innovation perspective. Journal of Open Innovation: Technology, Market, and Complexity, 6(4), 1-22. https://doi.org/10.3390/joitmc6040108
Rebelo-Pinto, T., Pinto, J. C., Rebelo-Pinto, H., & Paiva, T. (2014). Validation of a three-dimensional model about sleep: Habits, personal factors and environmental factors. Sleep
Science, 7(4), 197-202. https://doi.org/10.1016/j.slsci.2014.12.002
Rhyne, L. C. (1986). The relationship of strategic planning to financial performance. Strategic Management Journal, 7(5), 423-436. https://doi.org/10.1002/smj.4250070504
Ringle, C. M., & Sarstedt, M. (2016). Gain more insight from your pls-sem results: The importance-performance map analysis. Industrial management & data systems, 116(9), 1865-1886. https://doi.org/10.1108/IMDS-10-2015-0449
Safeena, R., Date, H., Kammani, A., & Hundewale, N. (2012). Technology adoption and Indian
consumers: Study on mobile banking. International Journal of Computer Theory and Engineering, 4(6), 1020-1024. https://doi.org/10.7763/IJCTE.2012.V4.630
Sarlin, P., & Björk, K-M. (2017). Machine learning in finance—Guest editorial. Neurocomputing, 264, 1. https://doi.org/10.1016/j.neucom.2017.06.021
Schoemaker, P. J., Heaton, S., & Teece, D. (2018). Innovation, dynamic capabilities, and leadership. California Management Review, 61(1), 15-42. https://doi.org/10.1177/0008125618790246
Scott, S. V., Van Reenen, J., & Zachariadis, M. (2017). The long-term effect of digital innovation
on bank performance: An empirical study of swift adoption in financial services. Research Policy, 46(5), 984-1004. https://doi.org/10.1016/j.respol.2017.03.010
Setia, P., Setia, P., Venkatesh, V., & Joglekar, S. (2013). Leveraging digital technologies: How information quality leads to localized capabilities and customer service performance. mis Quarterly, 37(2), 565-590. https://www.jstor.org/stable/43825923
Shaikh, A. A., & Karjaluoto, H. (2015). Mobile banking adoption: A literature review. Telematics and Informatics, 32(1), 129-142. https://doi.org/10.1016/j.tele.2014.05.003
Shaikh, A. A. (2013). Mobile banking adoption issues in Pakistan and challenges ahead. Journal of the Institute of Bankers Pakistan, 80(3), 12-15.
Shi, Y. L., & Yan, L. (2019). “Technical capabilities” for high-quality development of intelligent manufacturing: Framework and validation. Economist, (9), 83-92. https://doi.org/10.16158/j.cnki.51-1312/f.2019.09.009
Shin, N., Kraemer, K. L., & Dedrick, J. (2017). R&D and firm performance in the semiconductor
industry. Industry and Innovation, 24(3), 280-297. https://doi.org/10.1080/13662716.2016.1224708
Svahn, F., & Henfridsson, O. (2012, January). The dual regimes of digital innovation management. In 2012 45th Hawaii International Conference on System Sciences (pp. 3347-3356). IEEE. https://doi.org/10.1109/HICSS.2012.560
Tallon, P. P. (2010). A service science perspective on strategic choice, it, and performance in us banking. Journal of Management Information Systems, 26(4), 219-252. https://doi.org/10.2753/MIS0742-1222260408
Ussahawanitchakit, P. (2012). Organizational learning, administrative innovation, technical innovation, and competitive advantage: Evidence from electronic businesses in Thailand. Journal of International Management Studies, 12(1), 85-96.
Valmohammadi, C. (2017). Customer relationship management: Innovation and performance. International Journal of Innovation Science, 9(4), 374-395. https://doi.org/10.1108/IJIS-02-2017-0011
Wang, Z., & Wang, N. (2012). Knowledge sharing, innovation and firm performance. Expert Systems with Applications, 39(10), 8899-8908. https://doi.org/10.1016/j.eswa.2012.02.017
Webster Jr, F. E. (1992). The changing role of marketing in the corporation. Journal of Marketing, 56(4), 1-17. https://doi.org/10.2307/1251983
Xie, X., Zou, H., & Qi, G. (2018). Knowledge absorptive capacity and innovation performance
in high-tech companies: A multi-mediating analysis. Journal of Business Research, 88, 289-297. https://doi.org/10.1016/j.jbusres.2018.01.019
Yoo, Y., Lyytinen, K. J., Boland, R. J., & Berente, N. (2010). The next wave of digital innovation:
Opportunities and challenges: A report on the research workshop “Digital Challenges in Innovation Research.” https://doi.org/10.2139/ssrn.1622170
Zhang, T., Lu, C., & Kizildag, M. (2018). Banking “on-the-go”: examining consumers’ adoption
of mobile banking services. International Journal of Quality and Service Sciences, 10(3), 279-295. https://doi.org/10.1108/IJQSS-07-2017-0067
Zhong, K., Wang, F., & Zhou, L. (2017). Deferred revenue changes as a leading indicator for
future financial performance: Evidence from China. Asian Review of Accounting, 25(4), 549-568. https://doi.org/10.1108/ARA-11-2015-0118
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