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Leveraging Artificial Intelligence to Enhance Leadership Decision-Making and Organizational Performance


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DOI: https://doi.org/10.15866/iremos.v16i6.24312

Abstract


The present article examines the impact of Artificial Intelligence (AI) on leadership decision-making. The study delves into the significance of AI utilization and its positive influence on key facets of organizational success within scientific research centres. Employing Structural Equation Modeling (SEM) methodology facilitated by AMOS 20.0 software, this research enables the analysis of causal relationships among various variables within the presented model. Data were collected from 859 members of research and development departments of organizations using a stratified random sampling method. Employees across diverse organizations responded to questionnaires, providing their assessments on a range of inquiries. The study reveals that the deployment of AI in the organizational milieu exerts a substantial influence on organizational commitment and productivity. It is particularly noteworthy that AI application in leadership tasks significantly impacts organizational commitment, which, in turn, has a positive effect on workflow efficiency. Training and development of employees in the field of AI are also considered pivotal factors for enhancing their competencies and achieving organizational goals. These findings underscore that AI possesses not only technological but also strategic significance in enhancing organizational effectiveness and success.
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Keywords


Structural Equation Modeling; Organizational Success; Leadership Decision-Making; Organizational Commitment; Productivity

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References


R. Voola, C. Bandyopadhyay, A. Voola, S. Ray, and J. Carlson, B2B marketing scholarship and the UN sustainable development goals (SDGs): A systematic literature review, Industrial Marketing Management, Vol. 101: 12-32, 2022.
https://doi.org/10.1016/j.indmarman.2021.11.013

M.N. Kabir, Knowledge-based social entrepreneurship: Understanding knowledge economy, innovation, and the future of social entrepreneurship (Palgrave Macmillan, 2019).
https://doi.org/10.1057/978-1-137-34809-8

K.P. Acharya and S. Pathak, Applied research in low-income countries: Why and how?, Frontiers in Research Metrics and Analytics, Vol. 4:3, 2019.
https://doi.org/10.3389/frma.2019.00003

J. Schot and W.E. Steinmueller, Three frames for innovation policy: R&D, systems of innovation and transformative change, Research Policy, Vol. 47(Issue 9):1554-1567, 2018.
https://doi.org/10.1016/j.respol.2018.08.011

A. Vasudevan, T.H. Sam, N.B. Yahaya, W. Wider, A.W.P. Ling, and S.N. Daud, The effect of team leadership and innovativeness on construction employees' job performance: A case study of Malaysia industrial estates ltd, The Seybold Report, Vol. 17(Issue 8):131-150, 2022.

F. Manzoor, L. Wei, M. Nurunnabi, Q.A. Subhan, S.I.A. Shah, and S. Fallatah, The impact of transformational leadership on job performance and CSR as mediator in SMEs, Sustainability, Vol. 11(Issue 2):436, 2019.
https://doi.org/10.3390/su11020436

M.C. Muser and J.M. Janneck, Adaptive leadership for turbulent times: harnessing the power of interleadership in crisis and normalcy, Sadi International Journal of Science, Engineering and Technology (SIJSET), Vol. 10(Issue 3):1-13, 2023.

M. Raei and C. LeMaster, Adaptive and complexity leadership: stronger together (Routledge, 2021).
https://doi.org/10.4324/9781003099109-1

Y. Abu Mostafa, A.A. Salama, Y.M. Abu Amuna, and A. Aqel, The role of strategic leadership in activating time management strategies to enhance administrative creativity skills, International Journal of Academic Management Science Research (IJAMSR), Vol. 5(Issue 3):36-48, 2021.

L. Meuleman, Public administration and governance for the SDGs: Navigating between change and stability, Sustainability, Vol. 13(Issue 11):5914, 2021.
https://doi.org/10.3390/su13115914

A. Lewandowska, Z. Ullah, F.S. AlDhaen, E. AlDhaen, and A. Yakymchuk, Enhancing organizational social sustainability: exploring the effect of sustainable leadership and the moderating role of micro-level CSR, Sustainability, Vol. 15(Issue 15):11853, 2023.
https://doi.org/10.3390/su151511853

M. Sufyan, Z. Shokat, and U.A. Ashfaq, Artificial intelligence in cancer diagnosis and therapy: Current status and future perspective, Computers in Biology and Medicine, Vol. 165:107356, 2023.
https://doi.org/10.1016/j.compbiomed.2023.107356

G. Carvalho, B. Cabral, V. Pereira, and J. Bernardino, Computation offloading in Edge Computing environments using Artificial Intelligence techniques, Engineering Applications of Artificial Intelligence, Vol. 95:103840, 2020.
https://doi.org/10.1016/j.engappai.2020.103840

H. Guo and P. Polak, Artificial intelligence and financial technology FinTech: How AI is being used under the pandemic in 2020 (Springer, 2021).
https://doi.org/10.1007/978-3-030-62796-6_9

D.M. Dimiduk, E.A. Holm, and S.R. Niezgoda, Perspectives on the impact of machine learning, deep learning, and artificial intelligence on materials, processes, and structures engineering, Integrating Materials and Manufacturing Innovation, Vol. 7:157-172, 2018.
https://doi.org/10.1007/s40192-018-0117-8

F. Lussier, V. Thibault, B. Charron, G.Q. Wallace, and J.F. Masson, Deep learning and artificial intelligence methods for Raman and surface-enhanced Raman scattering, TrAC Trends in Analytical Chemistry, Vol. 124:115796, 2020.
https://doi.org/10.1016/j.trac.2019.115796

S. Järvelä, A. Nguyen, and A, Hadwin, Human and artificial intelligence collaboration for socially shared regulation in learning, British Journal of Educational Technology, Vol. 54(Issue 5):1057-1076, 2023.
https://doi.org/10.1111/bjet.13325

A. Alam, "Possibilities and Apprehensions in the Landscape of Artificial Intelligence in Education," 2021 International Conference on Computational Intelligence and Computing Applications (ICCICA), Nagpur, India, 2021, pp. 1-8.
https://doi.org/10.1109/ICCICA52458.2021.9697272

R. Vaishya, M. Javaid, I.H. Khan, and A. Haleem, Artificial Intelligence (AI) applications for COVID-19 pandemic, Diabetes & Metabolic Syndrome: Clinical Research & Reviews, Vol. 14(Issue 4):337-339, 2020.
https://doi.org/10.1016/j.dsx.2020.04.012

J.P. Bharadiya, Machine learning and AI in business intelligence: Trends and opportunities, International Journal of Computer (IJC), Vol. 48(Issue 1):123-134, 2023.

M.H. Jarrahi, Artificial intelligence and the future of work: Human-AI symbiosis in organizational decision making, Business Horizons, Vol. 61(Issue 4):577-586, 2018.
https://doi.org/10.1016/j.bushor.2018.03.007

K. Shanmugam, V. Chidambaram, and S. Parayitam, Effect of financial knowledge and information behavior on sustainable investments: Evidence from India, Journal of Sustainable Finance & Investment, in press, 2022.
https://doi.org/10.1080/20430795.2022.2073958

D. Tjondronegoro, E. Yuwono, B. Richards, D. Green, and S. Hatakka, Responsible AI Implementation: A Human-centered Framework for Accelerating the Innovation Process, arXiv, arXiv:2209.07076, 1-18, 2022.

C. Bossen and K.H. Pine, Batman and Robin in healthcare knowledge work: Human-AI collaboration by clinical documentation integrity specialists, ACM Transactions on Computer-Human Interaction, Vol. 30(Issue 2):1-29, 2023.
https://doi.org/10.1145/3569892

R.M. Oosthuizen, Smart technology, artificial intelligence, robotics and algorithms (STARA): Employees' perceptions and wellbeing in future workplaces (Springer, 2019).
https://doi.org/10.1007/978-3-030-28180-9_2

J.D. Bragger, N.A. Alonso, K. D'Ambrosio, and N. Williams, Developing leaders to serve and servants to lead, Human Resource Development Review, Vol. 20(Issue 1):9-45, 2021.
https://doi.org/10.1177/1534484320981198

X. Jin, C. Qing, and S. Jin, Ethical leadership and innovative behavior: Mediating role of voice behavior and moderated mediation role of psychological safety, Sustainability, Vol. 14 (Issue 9): 5125, 2022.
https://doi.org/10.3390/su14095125

C. Ko, J. Ma, R. Bartnik, M.H. Haney, and M. Kang, Ethical leadership: An integrative review and future research agenda, Ethics & Behavior, Vol. 28(Issue 2):104-132, 2018.
https://doi.org/10.1080/10508422.2017.1318069

M. Shahbandi and H. Farrokhshad, Organizational performance measurement based on competitive intelligence and strategic flexibility in the food industry, Journal of Research in Marketing, Vol. 11(Issue 1):868-877, 2019.

E. Tantua and H.O. Udoro, Physical office information network and organisational efficiency, International Journal of Business & Entrepreneurship Research, Vol. 14(Issue 1):46-74, 2023.

C. Mio, A. Costantini, and S. Panfilo, () Performance measurement tools for sustainable business: A systematic literature review on the sustainability balanced scorecard use, Corporate Social Responsibility and Environmental Management, Vol. 29(Issue 2):367-384, 2022.
https://doi.org/10.1002/csr.2206

S. Osborne and M.S. Hammoud, Effective employee engagement in the workplace, International Journal of Applied Management and Technology, Vol. 16(Issue 1):4, 2017.
https://doi.org/10.5590/IJAMT.2017.16.1.04

T. Vipraprastha, I.N. Sudja, and A. Yuesti, The effect of transformational leadership and organizational commitment to employee performance with citizenship organization (OCB) behavior as intervening variables (At PT Sarana Arga Gemeh Amerta in Denpasar City), International Journal of Contemporary Research and Review, Vol. 9(Issue 02):20503-20518, 2018.
https://doi.org/10.15520/ijcrr/2018/9/02/435

D. Budrienė and D. Diskienė, Employee engagement: Types, levels and relationship with practice of HRM, Malaysian E-Commerce Journal, Vol. 4(Issue 2):42-47, 2020.
https://doi.org/10.26480/mecj.02.2020.42.47

R.K.A. Khalaf, H.Y. Hmoud, and B. Obeidat, Reviewing the mediating role of job satisfaction on the effect of employee engagement on organizational performance, Journal of Social Sciences (Coes&RJ-Jss), Vol. 8(Issue 1):7-23, 2019.
https://doi.org/10.25255/jss.2019.8.1.7.23

J. Dobrovic, M. Lambovska, P. Gallo, and V. Timkova, Non-financial indicators and their importance in small and medium-sized enterprises, Journal of Competitiveness, Vol. 10(Issue 2):41-55, 2018.
https://doi.org/10.7441/joc.2018.02.03

A. Medne and I. Lapina, Sustainability and continuous improvement of organization: Review of process-oriented performance indicators, Journal of Open Innovation: Technology, Market, and Complexity, Vol. 5(Issue 3):49, 2019.
https://doi.org/10.3390/joitmc5030049

E. Sipahi and E. Artantaş, Artificial intelligence in HRM (IGI Global, 2022).
https://doi.org/10.4018/978-1-7998-8497-2.ch001

A.B. Bakker and E. Demerouti, Multiple levels in job demands-resources theory: Implications for employee well-being and performance (Noba Scholar, 2018).

N. Forsgren, M.A. Storey, C. Maddila, T. Zimmermann, B. Houck, and J. Butler, The SPACE of developer productivity: There's more to it than you think, Queue, Vol. 19(Issue 1):20-48, 2021.
https://doi.org/10.1145/3454122.3454124

C.S. Wong and K.S. Law, The effects of leader and follower emotional intelligence on performance and attitude: An exploratory study (Routledge, 2017).
https://doi.org/10.4324/9781315250601-10

L. Ding, W. Fang, H. Luo, P.E. Love, B. Zhong, and X. Ouyang, A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory, Automation in Construction, Vol. 86:118-124, 2018.
https://doi.org/10.1016/j.autcon.2017.11.002

R. Benjamin, Race after technology (Routledge, 2023).
https://doi.org/10.4324/9781003320609-52

C.E. Ronquillo, L.M. Peltonen, L. Pruinelli, C.H. Chu, S. Bakken, A. Beduschi, K. Cato, N. Hardiker, A. Junger, M. Michalowski, R. Nyrup, S.R. Eng, D.N. Reed, T. Salakoski, S. Salanterä, N. Walton, P. Weber, T. Wiegand, and M. Topaz, Artificial intelligence in nursing: Priorities and opportunities from an international invitational think‐tank of the Nursing and Artificial Intelligence Leadership Collaborative, Journal of Advanced Nursing, Vol. 77(Issue 9):3707-3717, 2021.
https://doi.org/10.1111/jan.14855

O.K. Bhatti, M. Irfan, A.O. Öztürk, and R. Maham, Organizational inclusion through interaction of work meaningfulness and servant leadership: An artificial neural network approach, Cogent Business & Management, Vol. 9(Issue 1):2059828, 2022.
https://doi.org/10.1080/23311975.2022.2059828

P. Mikalef and M. Gupta, Artificial intelligence capability: Conceptualization, measurement calibration, and empirical study on its impact on organizational creativity and firm performance, Information & Management, Vol. 58 (Issue 3):103434, 2021.
https://doi.org/10.1016/j.im.2021.103434


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