Validating the Causal Relationship between Quantum Leadership and Employee Innovation Performance from the Perspective of Organizational Sustainability
Abstract
:1. Introduction
2. Theoretical Background and Hypotheses
2.1. The Mediating Effect of Organizational Intelligence
2.2. The Mediating Effect of Knowledge Sharing
2.3. The Serial Multiple Mediation Effect of Organizational Intelligence and Knowledge Sharing
2.4. The Moderating Effect of Innovative Culture
3. Methods
3.1. Sample Characteristics
3.2. Measurement
4. Results
4.1. Confirmatory Factor Analysis and Reliability Analysis
4.2. Descriptive Statistics and Correlation Analysis
4.3. Hypothesis Test
4.4. Moderating Effect of Innovative Culture
5. Discussion
5.1. Theoretical Implications
5.2. Practical Implication
5.3. Limitations and Future Research
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Hao, X.L.; Chen, Y.W. Research on the Impact of Illegitimate Tasks on Knowledge Hiding: From the Perspective of Dual-process Mode. J. Tech. Econ. Manag. 2023, 10, 75–80. [Google Scholar]
- Xiong, H.B.; Tao, Y.J. How High-Performance Work System Affects Employee Innovative Behavior: The Impact of Organizational Identification and Servant Leadership. Sci. Technol. Prog. Policy 2024, 41, 130–140. [Google Scholar] [CrossRef]
- Xin, J.; Xie, Y.Z.; Fan, L. Origin, Dimension and Measurement of Quantum Leadership in VUCA. J. Bus. Econ. 2020, 4, 39–51. [Google Scholar] [CrossRef]
- Bilgen, A.; Elçi, M. The mediating role of organizational intelligence in the relationship between quantum leadership and innovative behavior. Front. Psychol. 2022, 13, 1051028. [Google Scholar] [CrossRef]
- Wang, Y.; Jin, X. Exploring the role of shared leadership on job performance in IT industries: Testing the moderated mediation model. Sustainability 2023, 15, 16767. [Google Scholar] [CrossRef]
- Peng, J.F.; Ma, X.M.; Gan, L.N. Quantum Leadership Construction: Mechanism and Path. Hum. Resour. Dev. China 2019, 36, 144–156. [Google Scholar] [CrossRef]
- Xin, J.; Han, Y.; Liu, S.J.; Sun, W.M. The influence of quantum leadership on employees’ work engagement in uncertain situations. Sci. Res. Manag. 2021, 42, 176–183. [Google Scholar] [CrossRef]
- Geok, S.W.; Ali, M.B.B. A Journey of a Thousand Miles Begins with A Quantum Step: The Importance of Quantum Leadership to Promote Lifelong Learning in Organisations. Ilkogr. Online 2021, 20, 235–247. [Google Scholar] [CrossRef]
- Hanine, S.; Nita, M.A. The paradigm of quantum leadership: Ontology, praxis and application to management. Rev. Int. Des Sci. De Gest. 2019, 3, 837–858. [Google Scholar]
- Zhu, Y.J.; Wang, X.T.; Liu, J.D. R&D Structure, Knowledge Sharing and Enterprise Innovation Performance. J. Jingdezhen Univ. 2023, 38, 41–47. [Google Scholar]
- Michelino, F.; Cammarano, A.; Celone, A.; Caputo, M. The linkage between sustainability and innovation performance in IT hardware sector. Sustainability 2019, 11, 4275. [Google Scholar] [CrossRef]
- Lin, X.; Luan, Y.; Zhao, K.; Zhao, G. A meta-analysis of the relationship between leadership styles and employee creative performance: A self-determination perspective. Adv. Psychol. Sci. 2022, 30, 781–801. [Google Scholar] [CrossRef]
- Atalla, A.D.G.; Mahmoud Elseesy, N.A.; El-Ashry, A.M.; Sharif, L.S.; Mahsoon, A.; Aljohani, W.F.; Sobhi Mohamed, S.M. Unraveling the synergy: How organizational intelligence fuel soft skills and nurses’ thriving: A cross-sectional study. BMC Nurs. 2024, 23, 315. [Google Scholar] [CrossRef] [PubMed]
- Wu, X.D.; Zhu, X.Y.; Dong, B.B.; Ji, S.W.; Bu, C.Y. HAO Attendance System: Building Intelligent Organizations with Organizational Intelligence. J. Softw. 2024, 35, 1914–1933. [Google Scholar] [CrossRef]
- Erçetin, Ş.Ş.; Kayman, E.A. How to be a quantum leader in an intelligent organization? In Chaos, Complexity and Leadership 2012; Springer: Dordrecht, The Netherlands, 2014; pp. 247–252. [Google Scholar] [CrossRef]
- Keshtegar, A.; Ghasemi, M.; Hosseini, A.; Ahang, F.; Ghaffari, H. The impact of business intelligence on enablers of EFQM excellence model with mediating role of knowledge sharing. Int. J. Hum. Cap. Urban Manag. 2021, 6, 173–184. [Google Scholar] [CrossRef]
- Zhang, M.T.; Zhang, S.T. The Concept Explorationand Measurement Development of Synergetic Leadership. Sci. Technol. Prog. Policy 2024, 41, 142–151. [Google Scholar] [CrossRef]
- Jiang, D.; Chen, Z. Innovative enterprises development and employees’ knowledge sharing behavior in China: The role of leadership style. Front. Psychol. 2021, 12, 747873. [Google Scholar] [CrossRef]
- Sun, G.S.; Tang, S.Q.; Tao, J.Y.; Yan, J.M. Internal logic and analysis of entrepreneurship innovation culture and high-quality development. China Soft Sci. 2024, S1, 454–461. [Google Scholar]
- Sun, R.H.; Zhou, P.; Huang, L.Y. Research on the Innovation Culture of Large and Medium High-tech Industrial Enterprises Impact on Innovation Performance. J. Financ. Econ. Theory 2013, 4, 96–102. [Google Scholar] [CrossRef]
- Kahkha, A.O.; Pourghaz, A.; Marziyeh, A. Examining the relationship of organizational intelligence with innovation management and career advancement in an organization. J. Behav. Brain Sci. 2015, 5, 395–404. [Google Scholar] [CrossRef]
- Ma, B.Y. Research on the Influence of Quantum-type Leadership and Organizational Citizenship Behavior on Organizational Resiliency. Res. Arch. Manag. Enterp. Dev. 2024, 2, 61–66. [Google Scholar] [CrossRef]
- Lazaridou, A.; Fris, J. Slipping the Yoke of the Heroic Paradigm: Looking for Quantum Leadership. Int. Electron. J. Leadersh. Learn. 2008, 12, 1–13. [Google Scholar]
- Abangan, M.L.M. Quantum leadership, ethical climate and commitment of school administrators: A convergent design. EPRA Int. J. Multidiscip. Res. (IJMR) 2024, 10, 561–577. [Google Scholar] [CrossRef]
- Xin, J.; Tu, Y.F.; Jiao, W.H. Will Quantum Leadership Improve Employee Workplace Well-being in the Context of Epidemic Uncertainty? The Role of Person-Organization Fit and Emotional Exhaustion. J. Shanghai Univ. Financ. Econ. 2021, 23, 15–26+152. [Google Scholar] [CrossRef]
- Akgün, A.E.; Byrne, J.; Keskin, H. Organizational intelligence: A structuration view. J. Organ. Chang. Manag. 2007, 20, 272–289. [Google Scholar] [CrossRef]
- Arabshahi, M.; Lagzian, M.; Rahimnia, F.; Kafashpor, A. An empirical investigation on relationship between organizational intelligence and faculty members’ knowledge sharing behaviors. Manag. Sci. Lett. 2013, 3, 2815–2822. [Google Scholar] [CrossRef]
- Ge, C.G.; Lin, L. An Exploration of Constructing Theoretical Model of “Three-In-One” Agility Management Platform for Enterprises—Pattern, Indicator and Method of Organizational Intelligence Management. Mod. Inf. Technol. 2020, 4, 123–126. [Google Scholar]
- Mokhtaripour, M. Management and leadership with organizational intelligence. Management 2011, 56, 52–56. [Google Scholar]
- Kaffashan Kakhki, M.; Namdar Joyame, E.; Malakooti Asl, N.; Harati, H. Modeling the Effect of Trust on Librarians’ Knowledge Sharing: Assessing the Effect of Organizational Intelligence and Organization-Based Self-Esteem as Mediators. Public Libr. Q. 2023, 42, 31–52. [Google Scholar] [CrossRef]
- Peng, C.; Lv, C.L.; Li, H. Effects of Ambidextrous Leadership on Employees’ Innovation Performance—Serial Mediation Role of Perceived Insider Status and Knowledge Sharing Intention. Res. Dev. Manag. 2020, 32, 72–81. [Google Scholar] [CrossRef]
- Yoon, J.H.; Lee, S.W. Impacts of Organizational Justice of in Human Resource Management on Organizational Members’ Innovative Activities and Innovative Performance. Korea Bus. Rev. 2014, 2264–2279. [Google Scholar]
- Lee, G.S.; Hwang, B.J.; Lee, Y.H. Effects of Individual Creativity and Perceived Organization’s Value Innovation Culture on Innovative Behavior and Innovation Performance. Korean Bus. Educ. Rev. 2016, 31, 283–311. [Google Scholar]
- Amabile, T.M. The social psychology of creativity: A componential conceptualization. J. Personal. Soc. Psychol. 1983, 45, 357–376. [Google Scholar] [CrossRef]
- Wan, Q.; Chen, W.M. Knowledge Sharing Route Choice Tactics and Innovative Performance of Knowledge Workers: A Perspective of Knowledge Absorptive Capacity. Chin. J. Manag. 2012, 9, 1786–1791. [Google Scholar]
- Sharma, N. Management of Innovation in Developing Economies; Springer International Publishing: Berlin/Heidelberg, Germany, 2019; pp. 169–181. [Google Scholar] [CrossRef]
- Wang, J. Research on the Relationship among TMT Stability, R&D Investment and Enterprise Innovation Performance: From the Perspective of Accounting Conservatism. Forecasting 2020, 39, 30–36. [Google Scholar]
- Wu, Z.J.; Zhai, Y.M.; Wang, Z.; Sun, W.Q. Psychological Contract, Employees Knowledge Sharing Willingness and Innovation Performance: The Moderating Effect Based on the Technology Integration Model. J. SUIBE 2018, 25, 59–71. [Google Scholar]
- Li, Y.; Tu, Y.J. The Impact Mechanism of Tie Strength on Employees’ Innovative Performance. Soft Sci. 2018, 32, 80–83. [Google Scholar] [CrossRef]
- Gülcan, M.G. Complexity theory and new leadership paradigm. Br. J. Educ. Soc. Behav. Sci. 2015, 10, 1–12. [Google Scholar] [CrossRef]
- Altındağ, Ö.; Öngel, V. Information Management, organizational intelligence, and innovation performance triangle: Empirical research on Turkish It firms. Sage Open 2021, 11, 215824402110525. [Google Scholar] [CrossRef]
- Gorgani, T.; Nazem, F.; Sharifi, H.P.; Karimzade, S. Investigating the Multivariate relation of the Intellectual capital, Organizational intelligence and Organizational innovation at the Islamic Azad University, district of 3 in province of Mazandaran. Adv. Environ. Biol. 2014, 8, 1549–1555. [Google Scholar]
- Yang, J.; Li, M.H.; Yang, Y.Q. The Mechanism of Transformational Leadership on Employee Creativity: A Mediated Moderation Model. J. Southwest Univ. Sci. Technol. 2021, 38, 83–91. [Google Scholar]
- Eletter, S.; El Refae, G.A.; Kaba, A. The impact of knowledge sharing enablers on knowledge sharing behavior: An empirical study. VINE J. Inf. Knowl. Manag. Syst. 2022, 52, 102–119. [Google Scholar] [CrossRef]
- Fu, Y.; Zhong, X. Psychological Contract Breach, Trust in Supervisor and Employees’ Knowledge Sharing: The Moderating Role of Machiavellianism. Sci. Technol. Prog. Policy 2020, 37, 147–152. [Google Scholar] [CrossRef]
- Zamiri, M.; Esmaeili, A. Methods and Technologies for Supporting Knowledge Sharing within Learning Communities: A Systematic Literature Review. Adm. Sci. 2024, 14, 17. [Google Scholar] [CrossRef]
- Jyoti, J.; Rani, A. High performance work system and organisational performance: Role of knowledge management. Pers. Rev. 2017, 46, 1770–1795. [Google Scholar] [CrossRef]
- Li, T.J.; Qi, C.Y. Research on the Influence of Workplace Exclusion on Employees’ Knowledge Sharing Behavior. J. Shandong Technol. Bus. Univ. 2023, 37, 55–64. [Google Scholar] [CrossRef]
- Piel, M.A.; Johnson, K.K.; Putnam, K. Chapter 15 Quantum Leadership: Transmuting Technology. In Advances in the Technology of Managing People: Contemporary Issues in Business; Emerald Publishing Limited: Bingley, UK, 2019; pp. 173–186. [Google Scholar] [CrossRef]
- Cheng, D.J.; Wang, X.Y. Employee Status-striving Montivation, Knowledge Sharing Behavior and Innovation Performance: A Study from the Perspective of Embeddedness Paradox. Sci. Technol. Prog. Policy 2022, 39, 119–127. [Google Scholar] [CrossRef]
- Dai, X.Y.; Peng, J.F.; Yin, K.; Xi, N. The Enlightenment of Quantum Management Theory on Human Resource Management. Mod. Manag. Sci. 2021, 6, 62–69. [Google Scholar]
- Hatakama, H.; Terano, T. Two Organizational Knowledge-Sharing Models and Their Simulation Studies; The University of Tsukuba: Tsukuba, Japan, 2000. [Google Scholar]
- Yan, X.C. The Knowledge Governance Model of Knowledge-based Enterprise Knowledge State Systerm. Sci. Technol. Prog. Policy 2008, 25, 151–156. [Google Scholar]
- Kurniawan, P.; Hartati, W.; Qodriah, S.; Badawi, B. From knowledge sharing to quality performance: The role of absorptive capacity, ambidexterity and innovation capability in creative industry. Manag. Sci. Lett. 2020, 10, 433–442. [Google Scholar] [CrossRef]
- Haron, H.; Hawedi, H.S. Information Technology Capability As Predictor of Organizational Intelligence in Libyan Oil And Gas Companies. ARPN J. Eng. Appl. Sci. 2006, 10, 18220–18227. [Google Scholar]
- Iranmanesh, M.; Kumar, K.M.; Foroughi, B.; Mavi, R.K.; Min, N.H. The impacts of organizational structure on operational performance through innovation capability: Innovative culture as moderator. Rev. Manag. Sci. 2021, 15, 1885–1911. [Google Scholar] [CrossRef]
- Martín-de Castro, G.; Delgado-Verde, M.; Navas-López, J.E.; Cruz-González, J. The moderating role of innovation culture in the relationship between knowledge assets and product innovation. Technol. Forecast. Soc. Chang. 2013, 80, 351–363. [Google Scholar] [CrossRef]
- Chen, J.; Chen, Y.; Zhang, L. Innovative culture and differences for product versus process innovation: Reflect on Confucianism and Taoism. Asian J. Technol. Innov. 2024, 1–24. [Google Scholar] [CrossRef]
- Wang, W.H.; He, H.J.; Zhong, H.L. ESOP and Enterprise Innovation Performance—Based on the Mediating Effect of Innovation Culture. Rev. Econ. Manag. 2023, 4, 97–108. [Google Scholar] [CrossRef]
- Rehman, S.U.; Bhatti, A.; Chaudhry, N.I. Mediating effect of innovative culture and organizational learning between leadership styles at third-order and organizational performance in Malaysian SMEs. J. Glob. Entrep. Res. 2019, 9, 36. [Google Scholar] [CrossRef]
- Li, Y.P.; Liu, Z.H.; Lin, Y. Where Is the Driving Force of Employee’s Knowledge Sharing? The Multilevel Effect of Innovative Culture. Bus. Manag. J. 2016, 38, 75–86. [Google Scholar] [CrossRef]
- Chen, W.Q. Organizational Innovative Culture, the Strength of Culture and Employee Innovative Behavior: A Multilevel Analysis. J. Psychol. Sci. 2013, 36, 1187–1193. [Google Scholar] [CrossRef]
- Cao, K.Y.; Long, J.W. The relationship of organizational culture knowledge sharing and organizational innovation. Stud. Sci. Sci. 2009, 27, 1869–1876. [Google Scholar] [CrossRef]
- Lingtao, D. Research on the Influence of Learning Organizational Culture on Employees’ Organizational Identity. J. Hum. Resour. Dev. 2023, 5, 48–55. [Google Scholar] [CrossRef]
- Hajizadeh Majdi, R.; Fatahi, S.; Ranjbar, I. Analyzing the Quantum Leadership’s Dimensions, Components and indexes of the Broadcasting Organization in the field of Social Network with Delphi Fuzzi Method. J. Value Creat. Bus. Manag. 2023, 2, 61–82. [Google Scholar] [CrossRef]
- Konan, N.; Mermer, S. Quantum leadership scale: Validity and reliability study. E-Int. J. Pedandragogy 2021, 1, 74–86. [Google Scholar]
- Soltani, Z.; Zareie, B.; Rajabiun, L.; Agha Mohseni Fashami, A. The effect of knowledge management, e-learning systems and organizational learning on organizational intelligence. Kybernetes 2020, 49, 2455–2474. [Google Scholar] [CrossRef]
- Qu, X.; Khan, A.; Ali, S. Now or never: Organizational forgetting as a determinant of knowledge sharing and cross-boundary innovation. Front. Psychol. 2022, 13, 1042990. [Google Scholar] [CrossRef]
- Lin, H.F. Knowledge sharing and firm innovation capability: An empirical study. Int. J. Manpow. 2007, 28, 315–332. [Google Scholar] [CrossRef]
- Meng, F.C.; Guo, S.Y.; Li, G.Y. On the Innovative System and Operation Mechanism of Technological Innovative Enterprises. J. Beijing Inst. Technol. (Soc. Sci. Ed.) 2005, 7, 49–52. [Google Scholar]
- Khattak, A.; Tabash, M.I.; Yousaf, Z.; Radulescu, M.; Nassani, A.A.; Haffar, M. Towards innovation performance of SMEs: Investigating the role of digital platforms, innovation culture and frugal innovation in emerging economies. J. Entrep. Emerg. Econ. 2022, 14, 796–811. [Google Scholar] [CrossRef]
- Janssen, O. Job demands, perceptions of effort-reward fairness and innovative work behaviour. J. Occup. Organ. Psychol. 2000, 73, 287–302. [Google Scholar] [CrossRef]
- Janssen, O.; Van Yperen, N.W. Employees’ goal orientations, the quality of leader-member exchange, and the outcomes of job performance and job satisfaction. Acad. Manag. J. 2004, 47, 368–384. [Google Scholar] [CrossRef]
- Presson, P.K.; Clark, S.C.; Benassi, V.A. The levenson locus of control scales: Confirmatory factor analyses and evaluation. Soc. Behav. Personal. Int. J. 1997, 25, 93–103. [Google Scholar] [CrossRef]
- Browne, M.; Cudeck, R. Alternative ways of assessing model fit. Sociol. Methods Res. 1992, 21, 230–258. [Google Scholar] [CrossRef]
- Qureshi, F.; Ellahi, A.; Javed, Y.; Rehman, M.; Rehman, H.M. Empirical investigation into impact of IT adoption on supply chainagility in fast food sector in Pakistan. Cogent Bus. Manag. 2023, 10, 2170516. [Google Scholar] [CrossRef]
- Çelik, M.; şule ERÇETİN, Ş. Analysis of The Quantum Leadership Behavior of School Principals Through Metaphor. Kastamonu Eğitim Derg. 2024, 32, 85–96. [Google Scholar] [CrossRef]
- Zhao, C.; Tian, G.; Wen, Z.; Gao, X. Charismatic leadership and millennial employee innovation performance relationship mediated by employees’ leadership, professional, and organizational identification. Soc. Behav. Personal. Int. J. 2021, 49, 1–11. [Google Scholar] [CrossRef]
- Luo, J.L.; Hua, C.H.; Zhong, J. Mechanism of Humble Leadership and Knowledge Employees’ Creativity: A Mediated-moderation Model—Based on Social Cognitive’s Perspective. RD Manag. 2016, 28, 106–116. [Google Scholar] [CrossRef]
- Ahmad, B.S.; Sadq, Z.M.; Othman, B.; Saeed, V.S. The impact of the quality of work life on organizational intelligence. Int. J. Psychosoc. Rehabil. 2019, 23, 931–946. [Google Scholar]
- Han, Y.; Liao, J.Q.; Long, L.R. Model of development and empirical study on employee job performance construct. J. Manag. Sci. China 2007, 10, 62–77. [Google Scholar]
- Kipkosgei, F.; Kang, S.W.; Choi, S.B. A team-level study of the relationship between knowledge sharing and trust in Kenya: Moderating role of collaborative technology. Sustainability 2020, 12, 1615. [Google Scholar] [CrossRef]
- Saglam, E.; Uçar, R. The Relationship between School Administrators’ Creative Leadership Qualities and School’s Organizational Intelligence Levels. Int. J. Psychol. Educ. Stud. 2022, 9, 1133–1147. [Google Scholar] [CrossRef]
- Meher, J.R.; Mishra, R.K. Examining the role of knowledge sharing on employee performance with a mediating effect of organizational learning. VINE J. Inf. Knowl. Manag. Syst. 2022, 52, 205–223. [Google Scholar] [CrossRef]
- Wang, F.R.; Fang, Y.J. An Empirical Study on the Relationship between Organizational Culture and Technological Innovation Performance Based on Organizational Learning. RD Manag. 2013, 25, 36–43. [Google Scholar] [CrossRef]
- Wijaya, G.A.; Misbahudin, D.; Baha, M.A.; Yanti, A.D.; Pasaribu, P.N. The Influence of Human Resource Management Practices, Organizational Innovation and Learning Organization Culture On Innovation Work Performance. J. Manaj. 2023, 14, 57–71. [Google Scholar] [CrossRef]
- Jin, X.; Qing, C.L.; Du, J.X. Verification of the causal relationship between paradoxical leadership and innovative performance: The serial multiple mediating effect of psychological empowerment and job engagement. Stud. Reg. Dev. 2023, 55, 1–33. [Google Scholar]
- Cai, N.; Gao, S.; Yan, J. How the communication style of chatbots influences consumers’ satisfaction, trust, and engagement in the context of service failure. Humanit. Soc. Sci. Commun. 2024, 11, 1–11. [Google Scholar] [CrossRef]
- Wang, L.; Yan, J. Effect of digital transformation on innovation performance in China: Corporate social responsibility as a moderator. Front. Environ. Sci. 2023, 11, 1215866. [Google Scholar] [CrossRef]
- Jin, X.; Qing, C.; Jin, S. Ethical leadership and innovative behavior: Mediating role of voice behavior and moderated mediation role of psychological safety. Sustainability 2022, 14, 5125. [Google Scholar] [CrossRef]
- Almuqrin, A.; Mutambik, I.; Alomran, A.; Zhang, J.Z. Information system success for organizational sustainability: Exploring the public institutions in Saudi Arabia. Sustainability 2023, 15, 9233. [Google Scholar] [CrossRef]
- Teguh, S.; Hartiwi, P.; Ridho, B.I.; Bachtiar, S.H.; Synthia, A.S.; Noor, H.A. Innovation capability and sustainable competitive advantage: An entrepreneurial marketing perspective. J. Asian Financ. Econ. Bus. 2021, 8, 127–134. [Google Scholar] [CrossRef]
- Cai, H.; Wang, L.; Jin, X. Leader’s Machiavellianism and employees’ counterproductive work behavior: Testing a moderated mediation model. Front. Psychol. 2024, 14, 1283509. [Google Scholar] [CrossRef]
Variables | Estimate | S.E. | C.R. | p | Standardized Regression Weights | AVE | C.R | Cronbach’s Alpha | |
---|---|---|---|---|---|---|---|---|---|
Quantum Leadership (A) | A24 | 1 | 0.728 | 0.579 | 0.947 | 0.976 | |||
A23 | 1 | 0.046 | 21.788 | *** | 0.803 | ||||
A22 | 1.001 | 0.044 | 22.721 | *** | 0.797 | ||||
A21 | 1.043 | 0.05 | 21.011 | *** | 0.818 | ||||
A20 | 1.117 | 0.055 | 20.369 | *** | 0.791 | ||||
A19 | 1.114 | 0.058 | 19.136 | *** | 0.774 | ||||
A18 | 0.949 | 0.051 | 18.62 | *** | 0.752 | ||||
A17 | 0.985 | 0.053 | 18.581 | *** | 0.753 | ||||
A16 | 1.012 | 0.047 | 21.652 | *** | 0.826 | ||||
A15 | 1.042 | 0.051 | 20.439 | *** | 0.800 | ||||
A14 | 1.017 | 0.049 | 20.659 | *** | 0.805 | ||||
A13 | 1.142 | 0.051 | 22.242 | *** | 0.835 | ||||
A12 | 1.099 | 0.056 | 19.522 | *** | 0.785 | ||||
A11 | 0.991 | 0.057 | 17.373 | *** | 0.734 | ||||
A10 | 0.885 | 0.054 | 16.427 | *** | 0.708 | ||||
A9 | 1.001 | 0.055 | 18.108 | *** | 0.750 | ||||
A8 | 1.005 | 0.054 | 18.613 | *** | 0.762 | ||||
A7 | 1.04 | 0.058 | 17.912 | *** | 0.746 | ||||
A6 | 1.027 | 0.058 | 17.81 | *** | 0.743 | ||||
A5 | 1.071 | 0.062 | 17.399 | *** | 0.734 | ||||
A4 | 0.983 | 0.064 | 15.314 | *** | 0.678 | ||||
A3 | 0.997 | 0.06 | 16.602 | *** | 0.713 | ||||
A2 | 0.926 | 0.059 | 15.815 | *** | 0.691 | ||||
A1 | 1.026 | 0.061 | 16.854 | *** | 0.719 | ||||
Organizational Intelligence (B) | B1 | 1 | 0.75 | 0.521 | 0.793 | 0.922 | |||
B2 | 0.851 | 0.046 | 18.334 | *** | 0.672 | ||||
B3 | 0.868 | 0.051 | 17.028 | *** | 0.668 | ||||
B4 | 1.006 | 0.063 | 15.959 | *** | 0.748 | ||||
B5 | 0.977 | 0.054 | 18.046 | *** | 0.754 | ||||
B6 | 0.934 | 0.056 | 16.637 | *** | 0.734 | ||||
Knowledge Sharing (C) | C7 | 1 | 0.797 | 0.618 | 0.866 | 0.931 | |||
C6 | 1.054 | 0.049 | 21.628 | *** | 0.822 | ||||
C5 | 1.118 | 0.053 | 21.017 | *** | 0.816 | ||||
C4 | 0.953 | 0.057 | 16.816 | *** | 0.728 | ||||
C3 | 1.033 | 0.055 | 18.884 | *** | 0.773 | ||||
C2 | 1.018 | 0.055 | 18.467 | *** | 0.761 | ||||
C1 | 1.088 | 0.053 | 20.661 | *** | 0.803 | ||||
Innovative Culture (D) | D1 | 1 | 0.745 | 0.538 | 0.817 | 0.940 | |||
D2 | 0.939 | 0.049 | 19.091 | 0.73 | |||||
D3 | 0.965 | 0.054 | 17.918 | *** | 0.732 | ||||
D4 | 0.996 | 0.062 | 16.058 | *** | 0.717 | ||||
D5 | 1.073 | 0.065 | 16.459 | *** | 0.735 | ||||
D6 | 1.022 | 0.059 | 17.436 | *** | 0.761 | ||||
D7 | 0.943 | 0.058 | 16.367 | *** | 0.718 | ||||
Innovation Performance (E) | E1 | 1 | 0.785 | 0.648 | 0.911 | 0.954 | |||
E2 | 1.008 | 0.05 | 19.995 | *** | 0.812 | ||||
E3 | 0.927 | 0.048 | 19.18 | *** | 0.806 | ||||
E4 | 0.986 | 0.06 | 16.37 | *** | 0.779 | ||||
E5 | 1.125 | 0.061 | 18.591 | *** | 0.825 | ||||
E6 | 1.018 | 0.063 | 16.235 | *** | 0.781 | ||||
E7 | 1.083 | 0.054 | 20.044 | *** | 0.842 | ||||
E8 | 1.057 | 0.052 | 20.358 | *** | 0.819 | ||||
E9 | 0.978 | 0.053 | 18.538 | *** | 0.797 | ||||
Model Fit Index | X2(p) = 3150.915(0.000), X2/df = 2.806, RMSEA = 0.072, IFI = 0.902, CFI = 0.901, PGFI = 0.570, PNFI = 0.697 |
Mean | Standard Deviation | Quantum Leadership | Organizational Intelligence | Knowledge Sharing | Innovative Culture | Innovation Performance | |
---|---|---|---|---|---|---|---|
Quantum Leadership | 5.528 | 1.118 | - | ||||
Organizational Intelligence | 5.530 | 1.149 | 0.869 *** | - | |||
Knowledge Sharing | 5.527 | 1.156 | 0.854 *** | 0.843 *** | - | ||
Innovative Culture | 5.450 | 1.213 | 0.834 *** | 0.837 *** | 0.858 *** | - | |
Innovation Performance | 5.500 | 1.166 | 0.794 *** | 0.787 *** | 0.823 *** | 0.837 *** | - |
Path | Estimate | S.E. | t | p | LLCI | ULCI | |
---|---|---|---|---|---|---|---|
Quantum Leadership → Organizational Intelligence | 0.8932 | 0.0275 | 32.5630 | 0.000 | 0.8392 | 0.9472 | |
Quantum Leadership → Knowledge Sharing | 0.5104 | 0.0541 | 9.4375 | 0.000 | 0.4041 | 0.6168 | |
Quantum Leadership → Innovation Performance | 0.2301 | 0.0682 | 3.3746 | 0.0008 | 0.0960 | 0.3643 | |
Organizational Intelligence → Knowledge Sharing | 0.4165 | 0.0526 | 7.9137 | 0.000 | 0.3130 | 0.5200 | |
Organizational Intelligence → Innovation Performance | 0.2115 | 0.0643 | 3.2899 | 0.0011 | 0.0851 | 0.3380 | |
Knowledge Sharing → Innovation Performance | 0.4632 | 0.0607 | 7.6266 | 0.000 | 0.3437 | 0.5826 | |
Indirect effect | Effect | Boot S.E. | Boot LLCI | Boot ULCI | |||
Total Indirect Effect (X→M1→Y, X→M2→Y, X→M1→M2→Y) | 0.5976 | 0.0856 | 0.4266 | 0.7671 | |||
Quantum Leadership → Organizational Intelligence → Innovation Performance (X→M1→Y) | 0.1899 | 0.1050 | 0.0285 | 0.4343 | |||
Quantum Leadership → Knowledge Sharing → Innovation Performance (X→M2→Y) | 0.2364 | 0.0845 | 0.0873 | 0.4030 | |||
Quantum Leadership → Organizational Intelligence → Knowledge Sharing → Innovation Performance (X→M1→M2→Y) | 0.1723 | 0.0601 | 0.0690 | 0.3028 |
Dependent Variable: Innovation Performance | |||||||
---|---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | |||||
β | t | β | t | β | t | VIF | |
Knowledge Sharing (A) | 0.823 *** | 26.8433 | 0.399 *** | 7.472 | 0.421 *** | 7.757 | 3.941 |
Innovative Culture (B) | 0.494 *** | 9.252 | 0.505 *** | 9.447 | 3.821 | ||
Interaction | 0.064 * | 2.019 | 1.324 | ||||
R2 (Adjusted R2) | 0.677 (0.677) | 0.742 (0.741) | 0.745 (0.743) | ||||
ΔR2 (ΔAdjusted R2) | - | 0.065 (0.064) | 0.003 (0.002) | ||||
F | 720.547 *** | 491.923 *** | 332.257 *** |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Cai, H.; Zhu, L.; Jin, X. Validating the Causal Relationship between Quantum Leadership and Employee Innovation Performance from the Perspective of Organizational Sustainability. Sustainability 2024, 16, 7884. https://doi.org/10.3390/su16187884
Cai H, Zhu L, Jin X. Validating the Causal Relationship between Quantum Leadership and Employee Innovation Performance from the Perspective of Organizational Sustainability. Sustainability. 2024; 16(18):7884. https://doi.org/10.3390/su16187884
Chicago/Turabian StyleCai, Han, Lingfeng Zhu, and Xiu Jin. 2024. "Validating the Causal Relationship between Quantum Leadership and Employee Innovation Performance from the Perspective of Organizational Sustainability" Sustainability 16, no. 18: 7884. https://doi.org/10.3390/su16187884
APA StyleCai, H., Zhu, L., & Jin, X. (2024). Validating the Causal Relationship between Quantum Leadership and Employee Innovation Performance from the Perspective of Organizational Sustainability. Sustainability, 16(18), 7884. https://doi.org/10.3390/su16187884