Pengujian Model Pengaruh Tata Kelola TI Terhadap Transformasi Digital dan Kinerja Asuransi B
DOI:
https://doi.org/10.30865/jurikom.v9i5.4840Keywords:
IT Governance, Digital Transformation, Organization Performance, Insurance, SEM, SmartPLSAbstract
The emergence of emerging technology disruptions, changes in stakeholder behavior towards digital, coupled with the Covid-19 pandemic has forced various incumbent organizations to transform digitally (TD). There are still many investments related to TD that fail to achieve the expected expectations due to the alleged lack of good governance implementation. Previous studies have examined the significant role of information technology (IT) on organizational performance. However, it is suspected that traditional IT Governance (TKTI) practices are not necessarily effective in the digital era. Only a few have examined the effect of IT governance (TKTI) on TD, and no one has examined the effect of TD on organizational performance (KO). Therefore, this study aimed to validate the effect of hybrid TKTI mechanisms (traditional and agile/adaptive) on TD, as well as the effect of TD on knockouts and their performance achievements through a balanced scorecard (BSC) perspective. The research method used is a survey by distributing Likert-scale online questionnaires to 11 roles related to BP in Asuransi B and succeeded in getting 50 relevant respondents. Data from the results of filling out the questionnaire were analyzed with the help of SmartPLS 3.0 tools. The test is carried out using Structural Equation Modeling (SEM) with a formative model, in the form of testing the inner model and outer model. The test results of this study indicate that both traditional and agile/adaptive TKTI mechanisms have a significant positive effect on BP. Then TD also proved to have a significant positive effect on KO. This research contributes to the knowledge base for further research on related topics, and can be an implementation reference to oversee the success of TD for practitioners, especially in the context of the insurance industryReferences
K. S. R. Warner and M. Wäger, “Building dynamic capabilities for digital transformation: An ongoing process of strategic renewal,†Long Range Plann., vol. 52, no. 3, pp. 326–349, 2019, doi: 10.1016/j.lrp.2018.12.001.
S. Vejseli, A. Rossmann, and T. Connolly, “IT governance and its agile dimensions: Exploratory research in the banking sector,†Proc. Annu. Hawaii Int. Conf. Syst. Sci., vol. 2019-Janua, pp. 6209–6218, 2019.
R. Mulyana, L. Rusu, and E. Perjons, “IT Governance Mechanisms Influence on Digital Transformation: A Systematic Literature Review,†Proc. 27th Annu. Am. Conf. Inf. Syst. (AMCIS 2021), pp. 1–10, 2021.
G. Vial, “Understanding digital transformation,†Manag. Digit. Transform., pp. 13–66, 2021, doi: 10.4324/9781003008637-4.
V. Gurbaxani and D. Dunkle, “Gearing up for successful digital transformation,†MIS Q. Exec., vol. 18, no. 3, pp. 209–220, 2019, doi: 10.17705/2msqe.00017.
S. de Haes and W. van Grembergen, “An Exploratory Study into IT Governance Implementations and its Impact on Business/IT Alignment,†Inf. Syst. Manag., vol. 26, no. 2, pp. 123–137, 2009, doi: 10.1080/10580530902794786.
M. Ismail, M. Khater, and M. Zaki, “Digital Business Transformation and Strategy: What Do We Know So Far?,†Manuf. Artic., no. November 2017, p. 36, 2017, doi: 10.13140/RG.2.2.36492.62086.
Z. Korachi and B. Bounabat, “General approach for formulating a digital transformation strategy,†J. Comput. Sci., vol. 16, no. 4, pp. 493–507, 2020, doi: 10.3844/JCSSP.2020.493.507.
M. Fitzgerald, N. Kruschwitz, D. Bonnet, and M. Welch, “Embracing Digital Technology: A New Strategic Imperative | Capgemini Consulting Worldwide,†MIT Sloan Manag. Rev., vol. 55, no. 1, pp. 1–13, 2013, [Online]. Available: https://www.capgemini-consulting.com/SMR
S. Vejseli, A. Rossmann, and T. Connolly, “Agility matters! Agile mechanisms in IT governance and their impact on firm performance,†Proc. Annu. Hawaii Int. Conf. Syst. Sci., vol. 2020-Janua, pp. 5633–5642, 2020, doi: 10.24251/hicss.2020.692.
R. Peterson, “Crafting information technology governance,†Inf. Syst. Manag., vol. 21, no. 4, pp. 7–22, 2004, doi: 10.1201/1078/44705.21.4.20040901/84183.2.
R. S. Kaplan and D. P. Norton, “The balanced scorecard: Measures That drive performance,†Harv. Bus. Rev., vol. 83, no. 7–8, 2005.
U. Suharsaputra, Metode Penelitian Kuantitatif, Kualitatif, dan Tindakan. 2012.
J. F. Hair, M. Sarstedt, L. Hopkins, and V. G. Kuppelwieser, “Partial least squares structural equation modeling (PLS-SEM): An emerging tool in business research,†Eur. Bus. Rev., vol. 26, no. 2, pp. 106–121, 2014, doi: 10.1108/EBR-10-2013-0128.
M. H. HANAFIAH, “Formative Vs. Reflective Measurement Model: Guidelines for Structural Equation Modeling Research,†Int. J. Anal. Appl., vol. 18, no. 5, pp. 876–889, 2020, doi: 10.28924/2291-8639-18-2020-876.
L. Abdurrahman, Suhardi, and A. Z. R. Langi, “Information Technology (IT) value model using variance-based structural equation modeling: Towards IT value engineering,†2014 2nd Int. Conf. Inf. Commun. Technol. ICoICT 2014, no. 2011, pp. 499–504, 2014, doi: 10.1109/ICoICT.2014.6914112.
C. Yosani, “Teknik Analisis Kuantitatif,†Makal. Tek. Anal. II, pp. 1–7, 2006, [Online]. Available: http://staffnew.uny.ac.id/upload/132232818/pendidikan/Analisis+Kuantitatif.pdf
J. F. Hair Jr, G. T. M. Hult, C. M. Ringle, M. Sarstedt, N. P. Danks, and S. Ray, Partial least squares structural equation modeling (PLS-SEM) using R: A workbook. 2021.
A. Diamantopoulos, P. Riefler, and K. P. Roth, “Advancing formative measurement models,†J. Bus. Res., vol. 61, no. 12, pp. 1203–1218, 2008, doi: 10.1016/j.jbusres.2008.01.009.
J. F. Hair, J. J. Risher, M. Sarstedt, and C. M. Ringle, “When to use and how to report the results of PLS-SEM,†Eur. Bus. Rev., vol. 31, no. 1, pp. 2–24, 2019, doi: 10.1108/EBR-11-2018-0203.
K. K. K.-K. Wong, “28/05 - Partial Least Squares Structural Equation Modeling (PLS-SEM) Techniques Using SmartPLS,†Mark. Bull., vol. 24, no. 1, pp. 1–32, 2013, [Online]. Available: http://marketing-bulletin.massey.ac.nz/v24/mb_v24_t1_wong.pdf%5Cnhttp://www.researchgate.net/profile/Ken_Wong10/publication/268449353_Partial_Least_Squares_Structural_Equation_Modeling_(PLS-SEM)_Techniques_Using_SmartPLS/links/54773b1b0cf293e2da25e3f3.pdf
M. Kante, C. Kipchumba Chepken, R. Oboko, and C. Chepken, “Partial Least Square Structural Equation Modelling ’ use in Information Systems : an updated guideline of practices in exploratory settings Developing a maturity model for the adoption of Mobile-based Internet of Things Health services in South Africa Vie,†Kabarak J. Res. Innov., vol. 6, no. 1, pp. 49–67, 2018, [Online]. Available: http://eserver.kabarak.ac.ke/ojs/
J. Sarwono and U. Narimawati, “Membuat Skripsi, Tesis, dan Disertasi dengan Partial Least Square SEM (PLS-SEM),†p. 226, 2015.
