Leadership Styles and Innovation Management: What Is the Role of Human Capital?
Abstract
:1. Introduction
2. Literature Review
2.1. Leadership
2.1.1. Autocratic Leadership
2.1.2. Transactional Leadership
2.1.3. Democratic Leadership
2.1.4. Transformational Leadership
2.2. Human Capital and Innovation
2.3. Leadership Styles, Human Capital, and Innovation
3. Materials and Methods
3.1. Database Description
3.2. Variables in Use
3.3. Exploratory Analysis
4. Econometric Analysis
4.1. Econometric Estimations
4.2. Results and Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Abdullahi, Ahmed, Ebenezer Anarfo, and Hod Anyigba. 2020. The impact of leadership style on organizational citizenship behavior: Does leaders’ emotional intelligence play a moderating role? Journal of Management Development 39: 963–87. [Google Scholar] [CrossRef]
- Aga, Deribe Assefa, Niels Noorderhaven, and Bertha Vallejo. 2016. Transformational leadership and project success: The mediating role of team-building. International Journal of Project Management 34: 806–18. [Google Scholar] [CrossRef]
- Aguinis, Herman, Jeffrey Edwards, and Kyle Bradley. 2017. Improving our understanding of moderation and mediation in strategic management research. Organizational Research Methods 20: 665–85. [Google Scholar] [CrossRef]
- Alblooshi, Mohamed, Mohammad Shamsuzzaman, and Salah Haridy. 2020. The relationship between leadership styles and organisational innovation: A systematic literature review and narrative synthesis. European Journal of Innovation Management 24: 338–70. [Google Scholar] [CrossRef]
- Aman-Ullah, Attia, Waqas Mehmood, Saqib Amin, and Yasir Abbas. 2022. Human capital and organizational performance: A moderation study through innovative leadership. Journal of Innovation & Knowledge 7: 100261. [Google Scholar]
- Barbuto, John. 1977. Taking the charisma out of transformational leadership. Journal of Social Behavior and Personality 12: 689–97. [Google Scholar]
- Barney, Jay. 2001. Resource-based theories of competitive advantage: A ten-year retrospective on the resource-based view. Journal of Management 27: 643–50. [Google Scholar] [CrossRef]
- Barnová, Silvia, Silvia Trelová, Slávka Krásna, Eleonóra Beňová, Lívia Hasajová, and Gabriela Gabrhelová. 2022. Leadership styles, organizational climate, and school climate openness from the perspective of Slovak vocational school teachers. Societies 12: 192. [Google Scholar] [CrossRef]
- Bass, Bernard. 1985. Leadership and Performance Beyond Expectations. New York: Free Press. [Google Scholar]
- Bass, Bernard, and Bruce Avolio. 1994. Improving Organizational Effectiveness through Transformational Leadership. New York: Sage. [Google Scholar]
- Bass, Bernard, and Ruth Bass. 2008. The Bass Handbook of Leadership: Theory, Research, & Managerial Applications. New York: Free Press. [Google Scholar]
- Beerbohm, Eric. 2015. Is democratic leadership possible? American Political Science Review 109: 639–52. [Google Scholar] [CrossRef]
- Bogliacino, Francesco, and Mario Pianta. 2016. The Pavitt taxonomy, revisited: Patterns of innovation in manufacturing and services. Economia Politica 33: 153–80. [Google Scholar] [CrossRef]
- Brillo, João, and Jaap Boonstra. 2018. Liderança e Cultura Organizacional para Inovaçao. Saraiava: São Paulo. [Google Scholar]
- Burns, James. 1978. Leadership. New York: Harper and Row. [Google Scholar]
- Bush, Tony. 2003. Theories of Educational Leadership and Management. London: Sage. [Google Scholar]
- Caillier, James. 2020. Testing the influence of autocratic leadership, democratic leadership, and public service motivation on citizen ratings of an agency head’s performance. Public Performance & Management Review 43: 918–41. [Google Scholar]
- Chen, Yang, Guiyao Tang, Jiafei Jin, Quinghong Xie, and Ji Li. 2014. CEO s’ transformational leadership and product innovation performance: The roles of corporate entrepreneurship and technology orientation. Journal of Product Innovation Management 31: 2–17. [Google Scholar] [CrossRef]
- Chen, Mavis, Long Lam, and Julie Zhu. 2020. Should companies invest in human resource development practices? The role of intellectual capital and organizational performance improvements. Personnel Review 50: 460–77. [Google Scholar] [CrossRef]
- Collins, Christopher, and Kevin Clark. 2003. Strategic human resource practices, top management team social networks, and firm performance: The role of human resource practices in creating organizational competitive advantage. Academy of Management Journal 46: 740–51. [Google Scholar] [CrossRef]
- Donate, Mario, and Fátima Guadamillas. 2011. Organizational factors to support knowledge management and innovation. Journal of Knowledge Management 5: 890–914. [Google Scholar] [CrossRef]
- Dyczkowska, Joanna, and Tomasz Dyczkowski. 2018. Democratic or autocratic leadership style? Participative management and its links to rewarding strategies and job satisfaction in SMEs. Athens Journal of Business & Economics 4: 193–218. [Google Scholar]
- Echebiri, Chukwuemeka, and Stein Amundsen. 2021. The relationship between leadership styles and employee-driven innovation: The mediating role of leader–member exchange. Evidence-based HRM 9: 63–77. [Google Scholar] [CrossRef]
- Eckardt, Rory, Chou-Yu Tsai, Shelley Dionne, Danielle Dunne, Seth Spain, Jin Park, Minyoung Cheong, Jayoung Kim, Jie Guo, Chanyu Hao, and et al. 2021. Human capital resource emergence and leadership. Journal of Organizational Behavior 42: 269–95. [Google Scholar] [CrossRef]
- Fakhri, Mahendra, Mahir Pradana, Syarifuddin Syarifuddin, and Yozi Suhendra. 2020. Leadership style and its impact on employee performance at Indonesian national electricity company. The Open Psychology Journal 13: 321–25. [Google Scholar] [CrossRef]
- Frazier, Patricia, Andrew Tix, and Kenneth Barron. 2004. “Testing moderator and mediator effects in counseling psychology research”: Correction to Frazier et al. (2004). Journal of Counseling Psychology 51: 157. [Google Scholar] [CrossRef]
- Gil, Alfonso, Beatriz Rodrigo-Moya, and Jesús Morcillo-Bellido. 2018. The effect of leadership in the development of innovation capacity: A learning organization perspective. Leadership & Organization Development Journal 39: 694–711. [Google Scholar]
- Grant, Robert. 1996. Toward a knowledge-based theory of the firm. Strategic Management Journal 17: 109–22. [Google Scholar] [CrossRef]
- Gupta, Shivam, Vinayak Drave, Yogesh Dwivedi, Abdullah Baabdullah, and Elvira Ismagilova. 2020. Achieving superior organizational performance via big data predictive analytics: A dynamic capability view. Industrial Marketing Management 90: 581–92. [Google Scholar] [CrossRef]
- Hollanders, Hugo, Nordine Es-Sadki, and Aishe Khalilova. 2022. European Innovation Scoreboard 2022. Brussels: European Commission, Directorate-General for Research and Innovation, Publications Office of the European Union. Available online: https://data.europa.eu/doi/10.2777/309907 (accessed on 2 January 2023).
- Jia, Xiao, Jin Chen, Liang Mei, and Qian Wu. 2018. How leadership matters in organizational innovation: A perspective of openness. Management Decision 56: 6–25. [Google Scholar] [CrossRef]
- Judge, Timothy, Joyce Bono, Remus Ilies, and Megan Gerhardt. 2002. Personality and leadership: A qualitative and quantitative review. Journal of Applied Psychology 87: 765–80. [Google Scholar] [CrossRef]
- Kesting, Peter, John Ulhøi, Lynda Song, and Hongyi Niu. 2015. The impact of leadership styles on innovation-a review. Journal of Innovation Management 3: 22–41. [Google Scholar] [CrossRef]
- Khan, Muhammad, Fadillah Ismail, Altaf Hussain, and Basheer Alghazali. 2020. The interplay of leadership styles, innovative work behavior, organizational culture, and organizational citizenship behavior. Sage Open 10: 2158244019898264. [Google Scholar] [CrossRef]
- Khassawneh, Osama, and Hamzah Elrehail. 2022. The effect of participative leadership style on employees’ performance: The contingent role of institutional theory. Administrative Sciences 12: 195. [Google Scholar] [CrossRef]
- Khassawneh, Osama, Tamara Mohammad, and Rabeb Ben-Abdallah. 2022. The impact of leadership on boosting employee creativity: The role of knowledge sharing as a mediator. Administrative Sciences 12: 175. [Google Scholar] [CrossRef]
- Kurdi, Barween, Muhammad Alshurideh, and Tayseer Al Afaishat. 2020. Employee retention and organizational performance: Evidence from banking industry. Management Science Letters 10: 3981–90. [Google Scholar] [CrossRef]
- Lane, Peter, and Michael Lubatkin. 1998. Relative absorptive capacity and interorganizational learning. Strategic Management Journal 19: 461–77. [Google Scholar] [CrossRef]
- Levitt, Steven, and John List. 2011. Was there really a Hawthorne effect at the Hawthorne plant? An analysis of the original illumination experiments. American Economic Journal: Applied Economics 3: 224–38. [Google Scholar] [CrossRef]
- Lewin, Kurt. 1935. A Dynamic Theory of Personality. New York: McGraw-Hill. [Google Scholar]
- Łukowski, Wojciech. 2017. The impact of leadership styles on innovation management. Marketing of Scientific and Research Organizations 24: 105–36. [Google Scholar]
- Mariz-Pérez, Rosa, M. Mercedes Teijeiro-Álvarez, and M. Teresa García-Álvarez. 2012. The relevance of human capital as a driver for innovation. Cuadernos de Economía 35: 68–76. [Google Scholar] [CrossRef]
- Moore, Jeffrey, Everon Maxey, Alina Waite, and Joseph Wendover. 2020. Inclusive organizations: Developmental reciprocity through authentic leader-employee relationships. Journal of Management Development 39: 1029–39. [Google Scholar] [CrossRef]
- Mubarik, Muhammad, Evelyn Devadason, and Chandran Govindaraju. 2020. Human capital and export performance of small and medium enterprises in Pakistan. International Journal of Social Economics 47: 643–62. [Google Scholar] [CrossRef]
- Naqshbandi, M. Muzamil, and Ibrahim Tabche. 2018. The interplay of leadership, absorptive capacity, and organizational learning culture in open innovation: Testing a moderated mediation model. Technological Forecasting and Social Change 133: 156–67. [Google Scholar] [CrossRef]
- Noruzy, Ali, Vahid Dalfard, Behnaz Azhdari, Salman Nazari-Shirkouhi, and Aliasghar Rezazadeh. 2013. Relations between transformational leadership, organizational learning, knowledge management, organizational innovation, and organizational performance: An empirical investigation of manufacturing firms. The International Journal of Advanced Manufacturing Technology 64: 1073–85. [Google Scholar] [CrossRef]
- Pasamar, Susana, Mirta Diaz-Fernandez, and Maria Dolores de la Rosa-Navarro. 2019. Human capital: The link between leadership and organizational learning. European Journal of Management and Business Economics 28: 25–51. [Google Scholar] [CrossRef]
- Peker, Servinç, Yusuf Inandi, and Fahrettin Giliç. 2018. The relationship between leadership styles (autocratic and democratic) of school administrators and the mobbing teachers suffer. European Journal of Contemporary Education 7: 150–64. [Google Scholar]
- Qiang, Ziyang, Jigan Wang, Kaiyuan He, and Lin Xu. 2023. Potential of passive employees: How servant leadership can stimulate innovation among control-oriented employees. Sustainability 15: 144. [Google Scholar] [CrossRef]
- Reed, Brent, Abigail Klutts, and T. Joseph Mattingly II. 2019. A systematic review of leadership definitions, competencies, and assessment methods in pharmacy education. American Journal of Pharmaceutical Education 83: 7520. [Google Scholar] [CrossRef] [PubMed]
- Ryu, Geunpil, and Dong-Chul Shim. 2020. Developmental leadership, skill development, and work engagement. International Review of Public Administration 25: 64–79. [Google Scholar] [CrossRef]
- Samad, Sarminah. 2012. The influence of innovation and transformational leadership on organizational performance. Procedia-Social and Behavioral Sciences 57: 486–93. [Google Scholar] [CrossRef]
- Schaeffer, Leonard. 2002. The leadership journey. Harvard Business Review 80: 42–7. [Google Scholar] [PubMed]
- Sun, Rui, Shuwen Li, and Wei Liu. 2020. A congruence perspective on how human and social capital affect learning capability and innovation. PLoS ONE 15: e0231504. [Google Scholar] [CrossRef]
- Swedberg, Richard. 1995. Schumpeter’s vision of socioeconomics. Journal of Socio-Economics 24: 525–44. [Google Scholar] [CrossRef]
- Van de Vliert, Evert. 2006. Autocratic leadership around the globe: Do climate and wealth drive leadership culture? Journal of Cross-Cultural Psychology 37: 42–59. [Google Scholar] [CrossRef]
- Wagner, Cynthia. 1995. Would you want Machiavelli as your CEO? The implications of autocratic versus empowering leadership styles to innovation. Creativity and Innovation Management 4: 120–27. [Google Scholar] [CrossRef]
- Waite, Alina. 2014. Leadership’s influence on innovation and sustainability: A review of the literature and implications for HRD. European Journal of Training and Development 38: 15–39. [Google Scholar] [CrossRef]
- Weber, Max. 1947. The Theory of Social and Economic Organization. New York: The Free Press. [Google Scholar]
- Wipulanusat, Warit, Kriengsak Panuwatwanich, and Rodney Stewart. 2017. Exploring leadership styles for innovation: An exploratory factor analysis. Engineering Management in Production and Services 9: 7–17. [Google Scholar] [CrossRef] [Green Version]
- Zhuang, Lianghong, and Hao Ren. 2013. The incentive system of human capital innovation in science and technology enterprise. Paper presented at 2012 International Conference on Cybernetics and Informatics 2014, Baku, Azerbaijan, September 12–14; New York: Springer, pp. 171–78. [Google Scholar]
Abbreviation | Variable Name | Description | Measurement |
---|---|---|---|
gen_innov (1) | General Innovation | Implemented innovation | Binary |
mkt_innov (2) | Marketing Innovation | Implemented marketing innovation | Binary |
prod_innov (3) | Product Innovation | Implemented product innovation | Binary |
serv_innov (4) | Service Innovation | Implemented service innovation | Binary |
proc_innov (5) | Process Innovation | Implemented process innovation | Binary |
org_innov (6) | Organization Innovation | Implemented organizational innovation | Binary |
in_innov (7) | Indoor Innovation | Implemented innovation indoors (organizational innovation and/or process innovation) | Binary |
out_innov (8) | Outdoor Innovation | Implemented innovation outdoors (marketing and/or product innovation and/or service innovation) | Binary |
empud (9) | Human Capital | Human Capital Intensity | 0 to 6 (0 = 0%”; 1 = “≥1% to <5%”; 2 = “≥5% to <10%”; 3 = “≥10% to <25%”; 4 =“≥25% to <50%”; 5 = “≥50% to <75%”; 6 = “≥75% to 100%”) |
gen_lead (10) | Leadership Styles | Having practiced autocratic leadership, transactional leadership, democratic or transformational leadership | 1 to 4 (1 = autocratic leadership; 2 = transactional; 3 = democratic leadership; 4 = transformational leadership) |
autocra_lead (11) | Autocratic Leadership | Having autocratic leadership | Binary |
trans_lead (12) | Transactional Leadership | Having transactional leadership | Binary |
democ_lead (13) | Democratic Leadership | Having democratic leadership | Binary |
transf_lead (14) | Transformational Leadership | Having transformational leadership | Binary |
open_innov (15) | Open Innovation | Using open innovation | Binary |
size (16) | Firm Size | Nr. of employees | 1 to 3 (1 = small; 2 = medium; 3 = large) |
funds (17) | Funds | Beneficiary of funds | Binary |
tech_reg (18) | Knowledge Intensity | Technological regime of the firm according to the Bogliacino and Pianta (2016). | 1 to 4 (1 = supplier dominated; 2 = scale intensive; 3 = specialized supplier; 4 = science based) |
channels (19) | Channels | Used of channels to obtain knowledge | 1 to 8 |
client_coop (20) | Client Cooperation | Relying upon clients as partners of innovation cooperation | Binary |
uni_coop (21) | University Cooperation | Relying upon universities as partners of innovation cooperation | Binary |
Leadership Styles | N | Firms Implementing Innovation | Firms Implementing OI | Funds | Science Based Firms Dimension | High-Skilled Human Capital | Firms Implementing Both OI and General Innovation | Firms that Implementing Both OI and General Innovation Used Funds | |||||||
N | % | N | % | N | % | N | % | N | % | N | % | N | % | ||
Autocratic leadership | 2579 | 378 | 14.66 | 21 | 0.81 | 270 | 10.47 | 62 | 2.40 | 105 | 4.07 | 20 | 5.01 | 10 | 1.49 |
Transactional leadership | 3330 | 1009 | 30.30 | 81 | 2.43 | 565 | 16.97 | 146 | 4.38 | 219 | 6.58 | 75 | 6.88 | 43 | 2.60 |
Democratic leadership | 5017 | 1957 | 39.01 | 253 | 5.04 | 950 | 18.94 | 302 | 6.02 | 419 | 8.35 | 233 | 10.54 | 137 | 4.34 |
Transformational leadership | 2775 | 1546 | 55.71 | 260 | 9.37 | 631 | 22.74 | 252 | 9.08 | 454 | 16.36 | 251 | 13.90 | 128 | 5.25 |
Total | 13701 | 4890 | - | 615 | - | 2416 | - | 762 | - | 1197 | - | 579 | - | 318 | - |
EMPUD | N | Firms Implementing Innovation | Firms Implementing OI | Transformational Leadership | Autocratic Leadership | ||||||||||
N | % | N | % | N | % | N | % | ||||||||
0% | 2013 | 295 | 14.65 | 8 | 0.40 | 195 | 9.69 | 726 | 36.07 | ||||||
1% to <5% | 3923 | 1143 | 29.14 | 61 | 1.55 | 566 | 14.43 | 890 | 22.69 | ||||||
>=5% a <10% | 1757 | 687 | 39.10 | 78 | 4.44 | 336 | 19.12 | 266 | 15.14 | ||||||
>=10% a <25% | 2207 | 1011 | 45.81 | 163 | 7.39 | 507 | 22.97 | 282 | 12.78 | ||||||
>=25% a <50% | 1463 | 648 | 44.29 | 111 | 7.59 | 381 | 26.04 | 177 | 12.10 | ||||||
>=50% a <75% | 1141 | 511 | 44.79 | 79 | 6.92 | 336 | 29.45 | 133 | 11.66 | ||||||
>=75% a 100% | 1197 | 595 | 49.71 | 115 | 9.61 | 454 | 37.93 | 105 | 8.77 | ||||||
Total | 13701 | 4890 | - | 615 | - | 2775 | - | 2579 | - | ||||||
Firm Size | N | Firms Implementing Innovation | Firms Implementing OI | Science-Based Firms | Firms Implementing Indoor Innovation | Firms Implementing Outdoor Innovation | |||||||||
N | % | N | % | N | % | N | % | N | % | ||||||
Small | 9451 | 2889 | 30.57 | 202 | 2.14 | 500 | 5.29 | 2561 | 27.10 | 2419 | 25.60 | ||||
Medium | 3509 | 1591 | 45.34 | 286 | 8.15 | 192 | 5.47 | 1460 | 41.61 | 1351 | 38.50 | ||||
Large | 741 | 410 | 55.33 | 127 | 17.14 | 70 | 9.45 | 377 | 50.88 | 373 | 50.34 | ||||
Total | 13701 | 4890 | - | 615 | - | 762 | - | 4398 | - | 4143 | - | ||||
Knowledge Intensity | N | Firms Implementing Indoor Innovation | Firms Implementing Outdoors Innovation | Transformational Leadership | Autocratic Leadership | ||||||||||
N | % | N | % | N | % | N | % | ||||||||
Supplier Dominated | 7933 | 2396 | 30.20 | 2263 | 28.53 | 1454 | 18.33 | 1607 | 20.26 | ||||||
Scale Intensive | 2699 | 834 | 30.90 | 812 | 30.09 | 519 | 19.23 | 533 | 19.75 | ||||||
Specialized Supplier | 2307 | 806 | 34.94 | 711 | 30.82 | 550 | 23.84 | 377 | 16.34 | ||||||
Science based | 762 | 362 | 47.51 | 357 | 46.85 | 252 | 33.07 | 62 | 8.14 | ||||||
Total | 13701 | 4398 | - | 4143 | - | 2775 | - | 2579 | - |
All Sample | |
---|---|
Variables | n. obs = 13,702 |
gen_innov | 35.69% |
mkt_innov | 16.40% |
prod_innov | 21.25% |
serv_innov | 20.52% |
proc_innov | 24.40% |
org_innov | 29.16% |
empud | 28.63% |
gen_lead | 89.69% |
autocra_lead | 18.82% |
transc_lead | 24.30% |
democ_lead | 36.62% |
transf_lead | 20.25% |
Min | Max | Mean | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
(1) gen_innov | 0 | 1 | 0.36 | 0.479 | 1 | ||||||||||||||||||||
(2) mkt_innov | 0 | 1 | 0.16 | 0.370 | 0.595 ** | 1 | |||||||||||||||||||
(3) prod_innov | 0 | 1 | 0.21 | 0.409 | 0.697 ** | 0.487 ** | 1 | ||||||||||||||||||
(4) serv_innov | 0 | 1 | 0.21 | 0.404 | 0.682 ** | 0.488 ** | 0.633 ** | 1 | |||||||||||||||||
(5) proc_innov | 0 | 1 | 0.24 | 0.430 | 0.763 ** | 0.584 ** | 0.584 ** | 0.582 ** | 1 | ||||||||||||||||
(6) org_innov | 0 | 1 | 0.29 | 0.455 | 0.861 ** | 0.634 ** | 0.559 ** | 0.594 ** | 0.735 ** | 1 | |||||||||||||||
(7) in_innov | 0 | 1 | 0.32 | 0.467 | 0.923 ** | 0.628 ** | 0.609 ** | 0.622 ** | 0.826 ** | 0.933 ** | 1 | ||||||||||||||
(8) out_innov | 0 | 1 | 0.30 | 0.459 | 0.884 ** | 0.673 ** | 0.789 ** | 0.772 ** | 0.715 ** | 0.737 ** | 0.790 ** | 1 | |||||||||||||
(9) empud | 0 | 6 | 2.39 | 1.859 | 0.210 ** | 0.169 ** | 0.113 ** | 0.214 ** | 0.152 ** | 0.203 ** | 0.199 ** | 0.212 ** | 1 | ||||||||||||
(10) gen_lead | 1 | 4 | 2.58 | 1.012 | 0.274 ** | 0.227 ** | 0.207 ** | 0.246 ** | 0.265 ** | 0.283 ** | 0.283 ** | 0.261 ** | 0.256 ** | 1 | |||||||||||
(11) autocra_lead | 0 | 1 | 0.19 | 0.391 | −0.211 ** | −0.161 ** | −0.157 ** | −0.169 ** | −0.188 ** | −0.208 ** | −0.213 ** | −0.197 ** | −0.191 ** | −0.753 ** | 1 | ||||||||||
(12) trans_lead | 0 | 1 | 0.24 | 0.429 | −0.064 ** | −0.065 ** | −0.044 ** | −0.073 ** | −0.078 ** | −0.078 ** | −0.071 ** | −0.062 ** | −0.068 ** | −0.326 ** | −0.273 ** | 1 | |||||||||
(13) demo_lead | 0 | 1 | 0.37 | 0.482 | 0.053 ** | 0.032 ** | 0.026 ** | 0.026 ** | 0.041 ** | 0.049 ** | 0.052 ** | 0.040 ** | 0.049 ** | 0.313 ** | −0.366 ** | −0.431 ** | 1 | ||||||||
(14) transf_lead | 0 | 1 | 0.20 | 0.402 | 0.211 ** | 0.188 ** | 0.169 ** | 0.212 ** | 0.218 ** | 0.226 ** | 0.221 ** | 0.210 ** | 0.200 ** | 0.705 ** | −0.243 ** | −0.286 ** | −0.383 ** | 1 | |||||||
(15) open_innov | 0 | 1 | 0.04 | 0.207 | 0.265 ** | 0.224 ** | 0.265 ** | 0.228 ** | 0.244 ** | 0.246 ** | 0.262 ** | 0.274 ** | 0.145 ** | 0.137 ** | −0.085 ** | −0.056 ** | 0.020 * | 0.119 ** | 1 | ||||||
(16) size | 1 | 3 | 1.36 | 0.583 | 0.165 ** | 0.115 ** | 0.136 ** | 0.113 ** | 0.148 ** | 0.152 ** | 0.164 ** | 0.160 ** | 0.156 ** | 0.150 ** | −0.106 ** | −0.050 ** | 0.033 ** | 0.117 ** | 0.191 ** | 1 | |||||
(17) funds | 0 | 1 | 0.18 | 0.381 | 0.229 ** | 0.160 ** | 0.210 ** | 0.165 ** | 0.209 ** | 0.200 ** | 0.223 ** | 0.225 ** | 0.133 ** | 0.101 ** | −0.066 ** | −0.010 | 0.026 ** | 0.068 ** | 0.209 ** | 0.122 ** | 1 | ||||
(18) tech_reg | 1 | 4 | 1.70 | 0.938 | 0.072 ** | 0.027 ** | 0.009 | 0.095 ** | 0.056 ** | 0.075 ** | 0.075 ** | 0.068 ** | 0.372 ** | 0.102 ** | −0.091 ** | −0.042 ** | 0.021 * | 0.083 ** | 0.089 ** | 00.016 | 0.019 * | 1 | |||
(19) channels | 0 | 8 | 2.31 | 2.098 | 0.385 ** | 0.342 ** | 0.323 ** | 0.337 ** | 0.354 ** | 0.376 ** | 0.383 ** | 0.393 ** | 0.360 ** | 0.366 ** | −0.292 ** | −0.075 ** | 0.075 ** | 0.274 ** | 0.252 ** | 0.227 ** | 0.241 ** | 0.114 ** | 1 | ||
(20) client_coop | 0 | 1 | 0.04 | 0.189 | 0.224 ** | 0.184 ** | 0.217 ** | 0.220 ** | 0.233 ** | 0.225 ** | 0.230 ** | 0.238 ** | 0.131 ** | 0.135 ** | −0.081 ** | −0.056 ** | 0.012 | 0.123 ** | 0.297 ** | 0.115 ** | 0.202 ** | 0.085 ** | 0.226 ** | 1 | |
(21) uni_coop | 0 | 1 | 0.05 | 0.208 | 0.239 ** | 0.170 ** | 0.209 ** | 0.203 ** | 0.235 ** | 0.228 ** | 0.243 ** | 0.239 ** | 0.175 ** | 0.138 ** | −0.086 ** | −0.055 ** | 0.016 | 0.122 ** | 0.385 ** | 0.176 ** | 0.283 ** | 0.105 ** | 0.269 ** | 0.472 ** | 1 |
Variables | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 | Model 9 | Model 10 | Model 11 | Model 12 | Model 13 | Model 14 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
General Innovation | Mkt_innov | Prod_Innov | Serv_innov | Proc_innov | Org_innov | |||||||||
empud | 0.171 *** | 0.198 *** | 0.199 *** | 0.173 *** | 0.196 *** | 0.224 *** | 0.089 *** | 0.115 *** | 0.2103 *** | 0.239 *** | 0.109 *** | 0.141 *** | 0.170 *** | 0.199 *** |
autocra_lead | −1.136 *** | - | - | - | - | - | - | - | - | - | - | - | - | - |
trans_lead | - | −0.197 *** | - | - | - | −0.322 *** | - | −0.148 *** | - | −0.328 *** | - | −0.346 *** | - | −0.305 *** |
democ_lead | - | - | 0.178 *** | - | - | - | - | - | - | - | - | - | - | - |
transf_lead | - | - | - | 0.813 *** | 0.825 *** | - | 0.722 *** | - | 0.870 *** | - | 0.925 *** | - | 0.909 *** | - |
open_innov | 3.079 *** | 3.13 *** | 3.142 *** | 3.094 *** | 1.57 *** | 1.628 *** | 2.074 *** | 2.120 *** | 1.590 *** | 1.642 *** | 1.859 *** | 1.899 *** | 2.037 *** | 2.077 *** |
size | 0.334 *** | 0.368 *** | 0.369 *** | 0.337 *** | 0.211 *** | 0.248 *** | 0.290 *** | 0.322 *** | 0.175 *** | 0.214 *** | 0.320 *** | 0.355 *** | 0.302 *** | 0.336 *** |
tech_reg | −0.027 | −0.028 | −0.037 | −0.031 | −0.150 *** | −0.144 *** | −0.131 *** | −0.126 *** | 0.019 | 0.021 | −0.020 | −0.017 | −0.019 | −0.016 |
Constant | −1.366 *** | −1.603 *** | −1.722 *** | −1.713 *** | −2.516 *** | −2.37 *** | 2.022 *** | −1.938 *** | −2.513 *** | −2.360 *** | −2.152 *** | −1.989 *** | −2.012 *** | −1.868 *** |
Variables | Model 15 | Model 16 | Model 17 | Model 18 | Model 19 | Model 20 | Model 21 | Model 22 | Model 23 | Model 24 | Model 25 | Model 26 | Model 27 | Model 28 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
General Innovation | Mkt_innov | Prod_Innov | Serv_innov | Proc_innov | Org_innov | |||||||||
autocrat_lead*empud | −0.241 *** | |||||||||||||
trans_lead*empud | −0.002 | −0.023 | −0.009 | −0.026 | −0.062 *** | −0.025 | ||||||||
democ_lead*empud | 0.093 *** | |||||||||||||
transf_lead*empud | 0.238 *** | 0.236 *** | 0.166 *** | 0.248 *** | 0.230 *** | 0.252 *** | ||||||||
open_innov | 3.242 *** | 3.26 *** | 3.246 *** | 3.172 *** | 1.657 *** | 1.777 *** | 2.121 *** | 2.208 *** | 1.681 *** | 1.796 *** | 1.911 *** | 2.010 *** | 2.115 *** | 2.213 *** |
Size | 0.442 *** | 0.448 *** | 0.432 *** | 0.398 *** | 0.272 *** | 0.331 *** | 0.330 *** | 0.371 *** | 0.240 *** | 0.302 *** | 0.363 *** | 0.417 *** | 0.361 *** | 0.417 *** |
tech_reg | 0.126 *** | 0.119 *** | 0.092 *** | 0.051 ** | −0.063 ** | 0.026 | −0.096 *** | −0.039 * | 0.118 *** | 0.202 *** | 0.015 | 0.097 *** | 0.057 *** | 0.136 *** |
Constant | −1.460 *** | −1.521 *** | −1.542 *** | −1.492 *** | −2.218 *** | −2.254 *** | −1.867 *** | −1.896 *** | −2.203 *** | −2.233 *** | −1.948 *** | −1.966 *** | −1.772 *** | −1.797 *** |
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. |
© 2023 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
Costa, J.; Pádua, M.; Moreira, A.C. Leadership Styles and Innovation Management: What Is the Role of Human Capital? Adm. Sci. 2023, 13, 47. https://doi.org/10.3390/admsci13020047
Costa J, Pádua M, Moreira AC. Leadership Styles and Innovation Management: What Is the Role of Human Capital? Administrative Sciences. 2023; 13(2):47. https://doi.org/10.3390/admsci13020047
Chicago/Turabian StyleCosta, Joana, Mariana Pádua, and António Carrizo Moreira. 2023. "Leadership Styles and Innovation Management: What Is the Role of Human Capital?" Administrative Sciences 13, no. 2: 47. https://doi.org/10.3390/admsci13020047
APA StyleCosta, J., Pádua, M., & Moreira, A. C. (2023). Leadership Styles and Innovation Management: What Is the Role of Human Capital? Administrative Sciences, 13(2), 47. https://doi.org/10.3390/admsci13020047