The Relationship Between Human Resource Management Practices and Organizational Innovation: The Mediated Role of Human Capital Within the Banking Sector in North Iraq
Abstract
1. Introduction
2. Literature Review
2.1. Human Resource Management and Human Capital
2.2. Human Resource Management and Organizational Innovation
2.3. The Mediating Role of Human Capital in Human Resource Management and Organizational Innovation
2.4. Human Capital and Organizational Innovation
3. Methodology
3.1. Study Design
3.2. Population and Sampling
3.3. Study Instruments
3.4. Data Analysis Procedures
4. Results
4.1. Factor Analysis
4.2. Confirmatory Factor Analysis
4.3. Correlation
4.4. Hypothesis Testing
5. Discussion
6. Conclusions
6.1. Implications
6.2. Study Limitations and Future Studies
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Susantinah, N.; Krishernawan, I. Human resource management (HRM) strategy in improving organisational innovation. J. Contemp. Adm. Manag. 2023, 1, 201–207. [Google Scholar] [CrossRef]
- Popa, S.; Soto-Acosta, P.; Palacios-Marqués, D. A discriminant analysis of high and low-innovative firms: The role of IT, human resources, innovation strategy, intellectual capital and environmental dynamism. J. Knowl. Manag. 2022, 26, 1615–1632. [Google Scholar] [CrossRef]
- Iqbal, S.; Rasheed, M.; Khan, H.; Siddiqi, A. Human resource practices and organizational innovation capability: Role of knowledge management. VINE J. Inf. Knowl. Manag. Syst. 2021, 51, 732–748. [Google Scholar] [CrossRef]
- Minz, N.K. Strategic HRM Techniques and Sustainable Innovation for Industry 6.0. In Sustainable Innovation for Industry 6.0; IGI Global: Hershey, PA, USA, 2024; pp. 59–73. Available online: https://www.igi-global.com/chapter/strategic-hrm-techniques-and-sustainable-innovation-for-industry-60/354505 (accessed on 13 April 2025).
- Lopez-Cabrales, A.; Valle-Cabrera, R. Sustainable HRM strategies and employment relationships as drivers of the triple bottom line. Hum. Resour. Manag. Rev. 2020, 30, 100689. [Google Scholar] [CrossRef]
- Asad, M.; Asif, M.U.; Bakar, L.J.A.; Sheikh, U.A. Transformational Leadership, Sustainable Human Resource Practices, Sustainable Innovation and Performance of SMEs. In Proceedings of the 2021 International Conference on Decision Aid Sciences and Application (DASA), Sakheer, Bahrain, 7–8 December 2021; IEEE: Piscataway, NJ, USA, 2021; pp. 797–802. Available online: https://ieeexplore.ieee.org/abstract/document/9682400/ (accessed on 13 April 2025).
- Dwivedi, P.; Chaturvedi, V.; Vashist, J.K. Innovation for organizational sustainability: The role of HR practices and theories. Int. J. Organ. Anal. 2023, 31, 759–776. [Google Scholar] [CrossRef]
- Ibrahim, M.D. Efficiency and productivity analysis of innovation, human capital, environmental, and economic sustainability nexus: Case of MENA countries. Environ. Sci. Pollut. Res. 2022, 30, 34394–34405. [Google Scholar] [CrossRef]
- Yong, J.Y.; Yusliza, M.-Y.; Ramayah, T.; Chiappetta Jabbour, C.J.; Sehnem, S.; Mani, V. Pathways towards sustainability in manufacturing organizations: Empirical evidence on the role of green human resource management. Bus. Strategy Environ. 2020, 29, 212–228. [Google Scholar] [CrossRef]
- OECD; Eurostat. Oslo Manual 2018: Guidelines for Collecting, Reporting and Using Data on Innovation, 4th ed.; The Measurement of Scientific, Technological and Innovation Activities; OECD Publishing: Paris, France, 2018. [Google Scholar] [CrossRef]
- Parwita, G.B.S.; Arsawan, I.; Koval, V.; Hrinchenko, R.; Bogdanova, N.; Tamošiūnienė, R. Organizational Innovation Capability: Integrating Human Resource Management Practice, Knowledge Managaement and Individual Creativity. 2021. Available online: https://www.ceeol.com/search/article-detail?id=1008342 (accessed on 13 April 2025).
- AlTaweel, I.R.; Al-Hawary, S.I. The mediating role of innovation capability on the relationship between strategic agility and organizational performance. Sustainability 2021, 13, 7564. [Google Scholar] [CrossRef]
- Diaz-Fernandez, M.; Bornay-Barrachina, M.; Lopez-Cabrales, A. HRM practices and innovation performance: A panel-data approach. Int. J. Manpow. 2017, 38, 354–372. [Google Scholar] [CrossRef]
- Kwilinski, A.; Lyulyov, O.; Pimonenko, T. The role of green finance in attaining environmental sustainability within a country’s ESG performance. J. Innov. Knowl. 2025, 10, 100674. [Google Scholar] [CrossRef]
- Pratiwi, I.; Saefudin, A.; Sari, G.I.; Maliki, B.I.; Fauzi; Soenyono; Basrowi; Nuryano, U.W. Green human capital and organizational performance: The role of employee environmental awareness and sustainable innovation in achieving organizational sustainability. Innov. Green Dev. 2025, 4, 100244. [Google Scholar] [CrossRef]
- Kutaula, S.; Chowdhury, S.; Gillani, A.; Budhwar, P.S.; Dey, P.K. Linking HRM with Sustainability Performance Through Sustainability Practices: Unlocking the Black Box. Br. J. Manag. 2025, 36, 615–632. [Google Scholar] [CrossRef]
- Khan, K.; Gogia, E.H.; Shao, Z.; Rehman, M.Z.; Ullah, A. The impact of green HRM practices on green innovative work behaviour: Empirical evidence from the hospitality sector of China and Pakistan. BMC Psychol. 2025, 13, 96. [Google Scholar] [CrossRef]
- Mushtaq, S.; Akhtar, S. Sustainable HRM strategies, enhancing organizational resilience and advancing sustainability goals. J. Manag. Dev. 2024, 43, 712–726. [Google Scholar] [CrossRef]
- Suhardjo, I.; Suparman, M. Employee Engagement and Green Finance: An Analysis of Indonesian Banking Sustainability Reports. J. Risk Financ. Manag. 2024, 17, 575. [Google Scholar] [CrossRef]
- Bauwens, R.; Audenaert, M.; Decramer, A. Performance management systems, innovative work behavior and the role of transformational leadership: An experimental approach. J. Organ. Eff. People Perform. 2023, 11, 178–195. [Google Scholar] [CrossRef]
- Elsaid, H.M. A review of literature directions regarding the impact of fintech firms on the banking industry. Qual. Res. Financ. Mark. 2023, 15, 693–711. [Google Scholar] [CrossRef]
- Sugiarti, E. The Influence of Training, Work Environment and Career Development on Work Motivation That Has an Impact on Employee Performance at PT. Suryamas Elsindo Primatama in West Jakarta. Int. J. Artif. Intell. Res. 2023, 6, 1–11. [Google Scholar] [CrossRef]
- Becker, G.S. Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, 1st ed.; NBER: Cambridge, UK, 1964; Available online: https://www.nber.org/books-and-chapters/human-capital-theoretical-and-empirical-analysis-special-reference-education-first-edition (accessed on 23 June 2025).
- Hamed, A.F.; Salman, A.S.; Yassen, M.; Aldabagh, D.A.; Savenko, V. Human Capital Development in Knowledge Economies. J. Ecohumanism 2024, 3, 798–816. [Google Scholar] [CrossRef]
- Tan, G.K.S. Human capital requirements in Singapore’s international financial centre. Singap. J. Trop. Geogr. 2023, 44, 539–554. [Google Scholar] [CrossRef]
- Lertxundi, A.; Barrutia, J.; Landeta, J. Relationship between innovation, HRM and work organisation. An exploratory study in innovative companies. Int. J. Hum. Resour. Dev. Manag. 2019, 19, 183. [Google Scholar] [CrossRef]
- Shipton, H.; West, M.A.; Dawson, J.; Birdi, K.; Patterson, M. HRM as a predictor of innovation. Hum. Resour. Manag. J. 2006, 16, 3–27. [Google Scholar] [CrossRef]
- Khan, W.A.; Minghai, Y.; Marwat, A. Impact of HR Configuration on Organisational Innovation with Mediation Role of Intellectual Capital. Asia Pac. J. Manag. Res. Innov. 2024, 20, 7–14. [Google Scholar] [CrossRef]
- Suleman, A.-R.; Nejati, M.; Shafaei, A.; Redmond, J. Green human resource management practices in the hospitality and tourism industry: An integrative multilevel systematic review. J. Hosp. Tour. Manag. 2025, 62, 46–56. [Google Scholar] [CrossRef]
- Al-Khrabsheh, A.A.; Al-Bazaiah, S.A.; Al-Khrabsheh, A.A.; Alheet, A.F. The strategic role of human resources management in performing crisis management: The mediating role of organizational culture and human capital during COVID-19 (An Applied Study on the Jordanian Ministry of Health). J. Manag. Inf. Decis. Sci. 2022, 25, 1–18. [Google Scholar]
- Otoo, F.N.K.; Kaur, M.; Otoo, E.A. Does human capital mediate the nexus of human resource management (HRM) practices and organizational performance? Int. J. Res. Bus. Soc. Sci. 2022, 11, 199–299. [Google Scholar] [CrossRef]
- Penkala, M. The Role of Human Capital in the Innovation Management Process. Humanit. Soc. Sci. 2024, 31, 107–119. [Google Scholar] [CrossRef]
- Dahmani, M.; Mabrouki, M. Human Capital, Innovation, Governance and Economic Growth in Resource-Rich and Resource-Poor MENA Countries: New Evidence from the CS-ARDL Approach. J. Knowl. Econ. 2025, 15, 282–292. [Google Scholar] [CrossRef]
- van der Wielen, S. Sustainable HRM as a Driver for Innovative Work Behavior. Ph.D. Thesis, Delft University of Technology, Delft, The Netherlands, 2023. Available online: https://repository.tudelft.nl/file/File_15250e39-6fad-479a-afba-b35af605ef2e (accessed on 13 April 2025).
- Al-Tal, M.J.Y.; Emeagwali, O.L. Knowledge-based HR Practices and Innovation in SMEs. Organizacija 2019, 52, 6–21. [Google Scholar] [CrossRef]
- Le, P.B. Applying knowledge-based human resource management to drive innovation: The roles of knowledge sharing and competitive intensity. Manag. Res. Rev. 2024, 47, 602–621. [Google Scholar] [CrossRef]
- Malikah, A.; Nandiroh, U. Intellectual capital and value of the firm: A systematic literature review. Int. J. Hum. manit. Educ. Soc. Sci. 2024, 3, 2169–2177. [Google Scholar] [CrossRef]
- Abdou, A. Organizational Managers Strategies Increasing Human Capital Efficiency an Exploratory Case Study. Ph.D. Thesis, Northcentral University, Scottsdale, AZ, USA, 2023. Available online: https://search.proquest.com/openview/5baeaca498763b8ee7aacfb9778bb84d/1?pq-origsite=gscholar&cbl=18750&diss=y (accessed on 23 March 2025).
- Al Frijat, Y.S.; Elamer, A.A. Human capital efficiency, corporate sustainability, and performance: Evidence from emerging economies. Corp. Soc. Responsib. Environ. Manag. 2025, 32, 1457–1472. [Google Scholar] [CrossRef]
- Hama, N.O.; Cavusoglu, B. The Sustainability of Intellectual Capital in Enhancing Organizational Innovation: A Case Study of Sulaimani Polytechnic University. Sustainability 2023, 15, 12068. [Google Scholar] [CrossRef]
- Barney, J. Firm Resources and Sustained Competitive Advantage. J. Manag. 1991, 17, 99–120. [Google Scholar] [CrossRef]
- Wright, P.M.; Dunford, B.B.; Snell, S.A. Human resources and the resource based view of the firm. J. Manag. 2001, 27, 701–721. [Google Scholar] [CrossRef]
- Grant, R.M. Toward a knowledge-based theory of the firm. Strateg. Manag. J. 1996, 17, 109–122. [Google Scholar] [CrossRef]
- Nonaka, I.; Takeuchi, H. The Knowledge-Creating Company: How Japanese Companies Create the Dynamics of Innovation; Oxford University Press: Oxford, UK, 1995; ISBN 978-0-19-509269-1. [Google Scholar]
- Crook, T.R.; Todd, S.Y.; Combs, J.G.; Woehr, D.J.; Ketchen, D.J., Jr. Does human capital matter? A meta-analysis of the relationship between human capital and firm performance. J. Appl. Psychol. 2011, 96, 443–456. [Google Scholar] [CrossRef]
- Marginson, S. Limitations of human capital theory. Stud. High. Educ. 2019, 44, 287–301. [Google Scholar] [CrossRef]
- Mahapatro, S.K. An Exploratory Study on The Integration of Artificial Intelligence in Sustainable HRM Practices Within Indian Public Sector Firms. Int. J. Innov. Sci. Eng. Manag. 2024, 3, 08–13. [Google Scholar] [CrossRef]
- Freeman, R.E.; Dmytriyev, S.D.; Phillips, R.A. Stakeholder Theory and the Resource-Based View of the Firm. J. Manag. 2021, 47, 1757–1770. [Google Scholar] [CrossRef]
- Grant, R.; Phene, A. The knowledge based view and global strategy: Past impact and future potential. Glob. Strategy J. 2022, 12, 3–30. [Google Scholar] [CrossRef]
- Chelladurai, P.; Kim, A.C.H. Human Resource Management in Sport and Recreation; Human Kinetics: Champaign, IL, USA, 2022. [Google Scholar]
- Cosenza, A.C.; Reis, J.S.d.M.; de Souza, C.G.; Barbastefano, R.G.; Santos, G.; Barbosa, L.C.F.M. Sustainable Human Resource Management, Green Human Resource Management, and Environmental Human Resource Management: Analysis of New and Emerging Terms Related to the Human Resource Area. Qual. Innov. Prosper. 2024, 28, 127–153. [Google Scholar] [CrossRef]
- Abu-Nahel, Z.O.; Alagha, W.H.; Al Shobaki, M.J.; Abu-Naser, S.S.; Suliman, A. Human Resource Flexibility and Its Relationship to Improving the Quality of Services. Int. J. Acad. Inf. Syst. Res. 2020, 4, 23–44. [Google Scholar]
- Meijerink, J.G.; Bondarouk, T.; Lepak, D.P. Employees as Active Consumers of HRM: Linking Employees’ HRM Competences with Their Perceptions of HRM Service Value. Hum. Resour. Manag. 2016, 55, 219–240. [Google Scholar] [CrossRef]
- Mirzaie, M.; Javanmard, H.-A.; Reza Hasankhani, M. Impact of knowledge management process on human capital improvement in Islamic Consultative Assembly. Knowl. Manag. Res. Pract. 2019, 17, 316–327. [Google Scholar] [CrossRef]
- Roumpi, D.; Magrizos, S.; Nicolopoulou, K. Virtuous circle: Human capital and human resource management in social enterprises. Hum. Resour. Manag. 2020, 59, 401–421. [Google Scholar] [CrossRef]
- Miao, R.; Cao, Y. High-Performance Work System, Work Well-Being, and Employee Creativity: Cross-Level Moderating Role of Transformational Leadership. Int. J. Environ. Res. Public. Health 2019, 16, 1640. [Google Scholar] [CrossRef]
- Jiménez-Jimenez, D.; Sanz Valle, R.; Hernandez-Espallardo, M. Fostering innovation: The role of market orientation and organizational learning. Eur. J. Innov. Manag. 2008, 11, 389–412. [Google Scholar] [CrossRef]
- Jiménez-Jiménez, D.; Sanz-Valle, R. Could HRM support organizational innovation? Int. J. Hum. Resour. Manag. 2008, 19, 1208–1221. [Google Scholar] [CrossRef]
- Al-Bahussin, S.A.; El-Garaihy, W.H. The impact of human resource management practices, organisational culture, organisational innovation and knowledge management on organisational performance in large Saudi organisations: Structural equation modeling with conceptual framework. Int. J. Bus. Manag. 2013, 8, 1–19. [Google Scholar] [CrossRef]
- Waheed, A.; Miao, X.; Waheed, S.; Ahmad, N.; Majeed, A. How new HRM practices, organizational innovation, and innovative climate affect the innovation performance in the IT industry: A moderated-mediation analysis. Sustainability 2019, 11, 621. [Google Scholar] [CrossRef]
- Zawahir, S.; Le, H.T.T.; Nguyen, T.-A.; Beardsley, J.; Dang, A.D.; Bernays, S.; Viney, K.; Cao, T.H.; Drabarek, D.; Tran, H.H. Inappropriate supply of antibiotics for common viral infections by community pharmacies in Vietnam: A standardised patient survey. Lancet. Reg. Health West. Pac. 2022, 23, 100447. [Google Scholar] [CrossRef] [PubMed]
- Rowley, C.; Jackson, K. Human Resource Management: The Key Concepts; Routledge: London, UK, 2010; Available online: https://www.taylorfrancis.com/books/mono/10.4324/9780203841815/human-resource-management-key-concepts-chris-rowley-keith-jackson (accessed on 23 March 2025).
- Steen, S.L.; Noe, R.A.; Hollenbeck, J.R.; Gerhart, B. Human Resource Management; McGraw-Hill: New York, NY, USA, 2016; Available online: https://thuvienso.hoasen.edu.vn/handle/123456789/12047 (accessed on 23 March 2025).
- Tews, M.J.; Noe, R.A.; Scheurer, A.J.; Michel, J.W. The relationships of work–family conflict and core self-evaluations with informal learning in a managerial context. J. Occup. Organ. Psychol. 2016, 89, 92–110. [Google Scholar] [CrossRef]
- Ogbeibu, S.; Emelifeonwu, J.; Senadjki, A.; Gaskin, J.; Kaivo-oja, J. Technological turbulence and greening of team creativity, product innovation, and human resource management: Implications for sustainability. J. Clean. Prod. 2020, 244, 118703. [Google Scholar] [CrossRef]
- Bartolacci, F.; Caputo, A.; Soverchia, M. Sustainability and financial performance of small and medium sized enterprises: A bibliometric and systematic literature review. Bus. Strategy Environ. 2020, 29, 1297–1309. [Google Scholar] [CrossRef]
- Aibaghi-Esfahani, S.; Rezaii, H.; Koochmeshki, N.; Sharifi-Parsa, S. Sustainable and flexible human resource management for innovative organizations. AD Minist. 2017, 195–215. [Google Scholar] [CrossRef]
- Allameh, S.M. Antecedents and consequences of intellectual capital: The role of social capital, knowledge sharing and innovation. J. Intellect. Cap. 2018, 19, 858–874. [Google Scholar] [CrossRef]
- Yusliza, M.-Y.; Yong, J.Y.; Tanveer, M.I.; Ramayah, T.; Noor Faezah, J.; Muhammad, Z. A structural model of the impact of green intellectual capital on sustainable performance. J. Clean. Prod. 2020, 249, 119334. [Google Scholar] [CrossRef]
- Dal Mas, F. The Relationship Between Intellectual Capital and Sustainability: An Analysis of Practitioner’s Thought. In Intellectual Capital Management as a Driver of Sustainability: Perspectives for Organizations and Society; Matos, F., Vairinhos, V., Selig, P.M., Edvinsson, L., Eds.; Springer International Publishing: Cham, Switzerland, 2019; pp. 11–24. ISBN 978-3-319-79051-0. [Google Scholar]
- Wagner, M. Environmental Management Activities and Sustainable HRM in German Manufacturing Firms—Incidence, Determinants, and Outcomes. Ger. J. Hum. Resour. Manag. 2011, 25, 157–177. [Google Scholar] [CrossRef]
- Nieves, J.; Quintana, A. Human resource practices and innovation in the hotel industry: The mediating role of human capital. Tour. Hosp. Res. 2018, 18, 72–83. [Google Scholar] [CrossRef]
- Cao, T.T.; Le, P.B.; Nguyen, N.T.M. Impacts of high-involvement HRM practices on organizational innovation capability: The mediating mechanism of tacit and explicit knowledge sharing. Int. J. Innov. Sci. 2022, 14, 733–749. [Google Scholar] [CrossRef]
- Net, C. Sample Size Calculator. Available online: https://tinyurl.com/2p9s4rfw (accessed on 18 August 2022).
- Rasool, S.F.; Samma, M.; Wang, M.; Zhao, Y.; Zhang, Y. How Human Resource Management Practices Translate into Sustainable Organizational Performance: The Mediating Role of Product, Process and Knowledge Innovation. Psychol. Res. Behav. Manag. 2019, 12, 1009–1025. [Google Scholar] [CrossRef]
- Hair, J.F.; Black, W.C.; Babin, B.J.; Anderson, R.E. Multivariate Data Analysis, 7th ed.; Pearson Education Limited: Harlow, UK, 2014; p. 734. ISBN 978-1-292-02190-4. [Google Scholar]
- Hayes, A.F. Introduction to Mediation, Moderation, and Conditional Process Analysis. A Regression-Based Approach, 3rd ed.; Guilford Publications: New York, NY, USA, 2022; ISBN 978-1-4625-4903-0. [Google Scholar]
- Hinkin, T.R. A brief tutorial on the development of measures for use in survey questionnaires. Organ. Res. Methods 1998, 2, 104–121. [Google Scholar] [CrossRef]
- Kaiser, H.F. An Index of Factorial Simplicity. Psychometrika 1974, 39, 31–36. [Google Scholar] [CrossRef]
- Awang, Z. SEM Structural Equation Modeling Using AMOS Graphic; Universiti Teknologi MARA Publication Centre (UPENA): Shah Alam, Malaysia, 2012. [Google Scholar]
- Kaynak, H. The Relationship Between Total Quality Management Practices and Their Effects on Firm Performance. J. Oper. Manag. 2003, 21, 405–435. [Google Scholar] [CrossRef]
- Bagozzi, R.P.; Yi, Y. On the Evaluation of Structural Equation Models. J. Acad. Mark. Sci. 1988, 16, 74–94. [Google Scholar] [CrossRef]
- Bentler, P.M.; Bonett, D.G. Significance tests and goodness of fit in the analysis of covariance structures. Psychol. Bull. 1980, 88, 588–606. [Google Scholar] [CrossRef]
- Byrne, B.M. A Primer of LISREL: Basic Applications and Programming for Confirmatory Factor Analytic Models; Springer: New York, NY, USA, 1989. [Google Scholar]
- Hu, L.; Bentler, P.M. Fit Indices in Covariance Structure Modeling: Sensitivity to Underparameterized Model Misspecification. Psychol. Methods 1998, 3, 424–453. [Google Scholar] [CrossRef]
- Fornell, C. Structural Equation Models with Unobservable Variables and Measurement Error: Algebra and Statistics; The University of Michigan: Ann Arbor, MI, USA, 1981; Available online: https://scholar.google.com/scholar_lookup?title=Structural+Equation+Models+with+Unobservable+Variables+and+Measurement+Error:+Algebra+and+Statistics&author=Fornell,+C.&author=Larcker,+D.F.&publication_year=1981&journal=J.+Mark.+Res.&volume=18&pages=382%E2%80%93388&doi=10.1177/002224378101800313 (accessed on 21 October 2024).
- Moore, D.S.; Notz, W.I.; Fligner, M.A. The Basic Practice of Statistics, 6th ed.; W. H. Freeman and Company: New York, NY, USA, 2013; ISBN 9781464102547. [Google Scholar]
- Al-Hassani, A.G. Business Model Innovation: Iraqi Financial Firms as a Case Study. Master’s Thesis, Hasselt University, Hasselt, Belgium, 2018. [Google Scholar]
- Al Doghan, M.A.; Abdelwahed, N.A.A.; Soomro, B.A.; Alayis, M.M.H.A. Organizational Environmental Culture, Environmental Sustainability and Performance: The Mediating Role of Green HRM and Green Innovation. Sustainability 2022, 14, 7510. [Google Scholar] [CrossRef]
- Lv, W.-D.; Tian, D.; Wei, Y.; Xi, R.-X. Innovation Resilience: A New Approach for Managing Uncertainties Concerned with Sustainable Innovation. Sustainability 2018, 10, 3641. [Google Scholar] [CrossRef]
Gender | |||
Frequency | Percent | ||
Valid | Male | 112 | 54.1 |
Female | 95 | 45.8 | |
Total | 207 | 100.0 | |
Age | |||
Frequency | Percent | ||
Valid | 18–24 | 9 | 4.3 |
25–30 | 59 | 28.5 | |
31–39 | 93 | 44.9 | |
40–49 | 35 | 16.9 | |
50–59 | 11 | 5.3 | |
Total | 207 | 100.0 | |
Education | |||
Frequency | Percent | ||
Valid | High School | 41 | 19.8 |
Diploma | 41 | 19.8 | |
Bachelor’s Degree | 116 | 56.0 | |
Master Degree | 8 | 3.9 | |
PHD | 1 | 0.5 | |
Total | 207 | 100.0 | |
Position | |||
Frequency | Percent | ||
Valid | Managing director | 2 | 0.97 |
Senior manager | 10 | 4.83 | |
Branch managers | 5 | 2.48 | |
Other managers | 37 | 16 | |
Cashier | 40 | 20 | |
Chief foreman | 12 | 5.5 | |
General employees | 89 | 45 | |
Engineer | 5 | 2.42 | |
Programmer | 3 | 1 | |
Project managers | 2 | 0.9 | |
Translators | 2 | 0.9 | |
Total | 207 | 100 | |
Experience | |||
Frequency | Percent | ||
Valid | Up to 1 year | 7 | 3.4 |
1–4 years | 58 | 28.0 | |
5–10 years | 53 | 25.6 | |
11–15 years | 42 | 20.3 | |
16–20 years | 26 | 12.6 | |
More than 20 years | 21 | 10.1 | |
Total | 207 | 100.0 |
Factor | Factor Loading | % of Variance Explained | Initial Eigenvalues | Cronbach’s Alpha |
---|---|---|---|---|
Factor 1: Organizational Innovation | ||||
OI1 | 0.739 | 25.79% | 7.222 | 0.936 |
OI2 | 0.776 | |||
OI3 | 0.800 | |||
OI4 | 0.768 | |||
OI5 | 0.745 | |||
OI6 | 0.682 | |||
OI7 | 0.805 | |||
OI8 | 0.811 | |||
OI9 | 0.822 | |||
OI10 | 0.800 | |||
OI11 | 0.705 | |||
OI12 | 0.762 | |||
Factor 2: HRM Practices | ||||
HRM1 | 0.740 | 22.63% | 6.336 | 0.917 |
HRM2 | 0.695 | |||
HRM3 | 0.767 | |||
HRM4 | 0.795 | |||
HRM5 | 0.723 | |||
HRM6 | 0.785 | |||
HRM7 | 0.844 | |||
HRM8 | 0.643 | |||
HRM9 | 0.728 | |||
HRM10 | 0.829 | |||
HRM11 | 0.581 | |||
Factor 3: Human Capital | ||||
HC1 | 0.856 | 12.38% | 3.466 | 0.911 |
HC2 | 0.870 | |||
HC3 | 0.870 | |||
HC4 | 0.853 | |||
HC5 | 0.837 |
Construct | Items | Factor Loading | CR | AVE |
---|---|---|---|---|
OI (Factor 1) | 12 | 0.634–0.830 | 0.933 | 0.54 |
HRM (Factor 2) | 11 | 0.540–0.890 | 0.924 | 0.53 |
HC (Factor 3) | 5 | 0.650–0.770 | 0.836 | 0.51 |
Model | CMIN | DF | p | CMIN/DF | CFI | NFI | IFI | RMSEA | SRMR |
---|---|---|---|---|---|---|---|---|---|
429.749 | 249 | 0.000 | 1.726 | 0.956 | 0.904 | 0.957 | 0.059 | 0.057 |
HRM | HC | OI | |
---|---|---|---|
HRM | 0.742 | 0.677 ** | 0.676 ** |
HC | 0.677 ** | 0.857 | 0.701 ** |
OI | 0.676 ** | 0.701 ** | 0.769 |
HRM | HC | OI | |
---|---|---|---|
HRM | 1 | ||
HC | 0.677 ** | 1 | |
OI | 0.676 ** | 0.701 ** | 1 |
Linkage | R2 | F Test | p-Value | B Coefficient | Hypothesis Acceptance | |
---|---|---|---|---|---|---|
H1 | HRM-HC | 0.458 | 173.073 | 0.0000 | 0.215 | Accepted |
H2 | HRM-OI | 0.457 | 172.624 | 0.0000 | 0.494 | Accepted |
H3 | HRM-HC-OI | 0.567 | 133.5160 | 0.0000 | 1.035 | Accepted |
H4 | HC-OI | 0.492 | 198.544 | 0.0000 | 1.614 | Accepted |
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Agha, H.N.A.; Eyupoglu, S.Z.; Tashtoush, L. The Relationship Between Human Resource Management Practices and Organizational Innovation: The Mediated Role of Human Capital Within the Banking Sector in North Iraq. Sustainability 2025, 17, 6330. https://doi.org/10.3390/su17146330
Agha HNA, Eyupoglu SZ, Tashtoush L. The Relationship Between Human Resource Management Practices and Organizational Innovation: The Mediated Role of Human Capital Within the Banking Sector in North Iraq. Sustainability. 2025; 17(14):6330. https://doi.org/10.3390/su17146330
Chicago/Turabian StyleAgha, Haval Nazhad A., Serife Zihni Eyupoglu, and Laith Tashtoush. 2025. "The Relationship Between Human Resource Management Practices and Organizational Innovation: The Mediated Role of Human Capital Within the Banking Sector in North Iraq" Sustainability 17, no. 14: 6330. https://doi.org/10.3390/su17146330
APA StyleAgha, H. N. A., Eyupoglu, S. Z., & Tashtoush, L. (2025). The Relationship Between Human Resource Management Practices and Organizational Innovation: The Mediated Role of Human Capital Within the Banking Sector in North Iraq. Sustainability, 17(14), 6330. https://doi.org/10.3390/su17146330