Nexus among Digital Leadership, Digital Transformation, and Digital Innovation for Sustainable Financial Performance: Revealing the Influence of Environmental Dynamism
Abstract
:1. Introduction
2. Literature Review and Hypotheses Development
2.1. Dynamic Capabilities View (DCV) and Resource-Based View (RBV)
2.2. Digital Leadership (DLP) and Organizational Performance (OP)
2.3. Mediating Role of Digital Innovation (DIN)
2.4. Mediating Role of Digital Transformation (DT)
2.5. Moderating Role of Environmental Dynamism (ED)
3. Methodology
3.1. Sampling Process and Data Collection
3.2. Measurement Items
3.3. Respondents’ Demographic Information
4. Results
4.1. Common Method Variance
4.2. The Measurement Model
4.3. Structural Model
5. Discussions
6. Study Implications
6.1. Theoretical Implications
6.2. Managerial Implications
7. Limitations and Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Variables | Item Code | Items | Literature Source(s) |
---|---|---|---|
Digital Leadership Capabilities | DLC1 | Supervisor/leader raises the awareness of the employees of the institution about the risks of information technologies | Ulutas and Arslan [74]; Erhan et al. [47]; Mollah et al. [33] |
DLC2 | Supervisor/leader raises awareness of the technologies that can be used to improve organizational processes. | ||
DLC3 | Supervisor/leaders determine the ethical behaviors required for informatics practices together with all its stakeholders. | ||
DLC4 | Supervisor plays an informative role to reduce resistance to innovations brought by information technologies. | ||
DLC5 | Leaders share his/her own experiences about technological possibilities that will increase the contribution of his colleagues to the learning of organizational structure. | ||
DLC6 | In order to increase participation in the corporate vision, a digital leader guides the employees of the institution about the technological tools that can be used. | ||
Digital Transformation Capabilities | DT1 | Our aim is to digitalize everything that can be digitalized. | Nasiri et al. [76]; AlNuaimi et al. [10] |
DT2 | We collect large amounts of data from different sources. | ||
DT3 | We aim is to create more robust networking with digital technologies between the different business processes. | ||
DT4 | Our aim is to enhance an efficient customer interface with digitality. | ||
DT5 | We aim at achieving information exchange with digitality. | ||
Environmental Dynamism | ED1 | Product or service in our industry updates quickly | Li and Liu [22] |
ED2 | The acts of competitors are difficult to predict | ||
ED3 | The technology in our industry progresses quickly | ||
ED4 | To predict the change of customer needs is difficult | ||
Digital Innovation | DIN1 | The quality of our digital solutions is superior compared to our competitors’. | Paladino [77]; Khin and Ho [6] |
DIN2 | The features of our digital solutions are superior compared to our competitors’. | ||
DIN3 | The applications of our digital solutions are totally different from our competitors’. | ||
DIN4 | Our digital solutions are different from our competitors’ in terms of product platform. | ||
DIN5 | Our new digital solutions are minor improvements of existing products. | ||
DIN6 | Some of our digital solutions are new to the market at the time of launching. | ||
Organizational financial Performance | OP1 | Sales performance of our company compared to competitors. | Khin and Ho [6] |
OP2 | Net profit of the company compared to competitors. | ||
OP3 | Cash flow of the company compared to competitors |
Kaiser–Meyer–Olkin Measure of Sampling Adequacy. | 0.917 | |
Bartlett’s Test of Sphericity | Approx. Chi-Square | 4531.780 |
df | 276 | |
Sig. | 0.000 |
Component | Initial Eigenvalues | Extraction Sums of Squared Loadings | ||||
---|---|---|---|---|---|---|
Total | % of Variance | Cumulative % | Total | % of Variance | Cumulative % | |
1 | 8.743 | 36.430 | 36.430 | 8.743 | 36.430 | 36.430 |
2 | 1.885 | 7.854 | 44.285 | |||
3 | 1.556 | 6.483 | 50.768 | |||
4 | 1.259 | 5.247 | 56.015 | |||
5 | 1.155 | 4.812 | 60.827 | |||
6 | 0.932 | 3.883 | 64.711 | |||
7 | 0.832 | 3.466 | 68.177 | |||
8 | 0.810 | 3.376 | 71.553 | |||
9 | 0.655 | 2.730 | 74.283 | |||
10 | 0.636 | 2.651 | 76.934 | |||
11 | 0.572 | 2.383 | 79.316 | |||
12 | 0.535 | 2.230 | 81.546 | |||
13 | 0.492 | 2.048 | 83.594 | |||
14 | 0.482 | 2.008 | 85.602 | |||
15 | 0.458 | 1.910 | 87.512 | |||
16 | 0.423 | 1.764 | 89.276 | |||
17 | 0.390 | 1.624 | 90.900 | |||
18 | 0.374 | 1.558 | 92.458 | |||
19 | 0.354 | 1.474 | 93.931 | |||
20 | 0.341 | 1.421 | 95.352 | |||
21 | 0.307 | 1.279 | 96.631 | |||
22 | 0.297 | 1.237 | 97.868 | |||
23 | 0.280 | 1.168 | 99.035 | |||
24 | 0.232 | 0.965 | 100.000 | |||
Extraction Method: Principal Component Analysis. |
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Variables | Items | Items Deleted | Factor Loading | AVE | CR | Cronbach’s α | VIF |
---|---|---|---|---|---|---|---|
1. Digital Leadership | DLP2 | 1 (DLP1) | 0.718 | 0.583 | 0.875 | 0.818 | 1.542 |
DLP3 | 0.627 | ||||||
DLP4 | 0.638 | ||||||
DLP5 | 0.664 | ||||||
DLP6 | 0.670 | ||||||
2. Digital Transformation | DT1 | None | 0.754 | 0.613 | 0.888 | 0.835 | 1.718 |
DT2 | 0.737 | ||||||
DT3 | 0.693 | ||||||
DT4 | 0.688 | ||||||
DT5 | 0.677 | ||||||
3. Digital Innovation | DIN1 | 1 (DIN6) | 0.827 | 0.589 | 0.877 | 0.856 | 1.574 |
DIN2 | 0.786 | ||||||
DIN3 | 0.663 | ||||||
DIN4 | 0.700 | ||||||
DIN5 | 0.623 | ||||||
4. Environmental Dynamism | ED1 | 1 (ED4) | 0.654 | 0.590 | 0.812 | 0.756 | 1.404 |
ED2 | 0.744 | ||||||
ED3 | 0.754 | ||||||
5. Organizational Performance | OP1 | None | 0.763 | 0.725 | 0.888 | 0.842 | - |
OP2 | 0.812 | ||||||
OP3 | 0.830 |
Variables | 1 | 2 | 3 | 4 | 5 |
---|---|---|---|---|---|
1. Digital leadership | (0.764) | ||||
2. Digital transformation | 0.543 ** | (0.783) | |||
3. Digital innovation | 0.435 ** | 0.535 ** | (0.767) | ||
4. Environmental dynamism | 0.421 ** | 0.427 ** | 0.461 ** | (0.768) | |
5. Organizational performance | 0.468 ** | 0.501 ** | 0.552 ** | 0.476 ** | (0.851) |
No. | Hypothesis | Model without Moderation | Model with Moderation | Observed Change | ||||
---|---|---|---|---|---|---|---|---|
Path Coefficient | p-Value | Decision | Path Coefficient | p-Value | Decision | |||
H1 | DLP→OP | 0.268 *** | 0.000 | S | 0.269 *** | 0.000 | S | No |
H2a | DLP→DIN | 0.204 *** | 0.000 | S | 0.139 * | 0.021 | S | No |
H2b | DIN→OP | 0.430 *** | 0.001 | S | 0.424 *** | 0.000 | S | No |
H3a | DLP→DT | 0.543 *** | 0.000 | S | 0.543 *** | 0.000 | S | No |
H3b | DT→DIN | 0.424 *** | 0.001 | S | 0.360 | 0.155 | NS | Yes |
Mediation | ||||||||
H2 | DLP→DIN→OP | 0.088 *** | 0.001 | S | 0.052 * | 0.021 | S | No |
H3 | DLP→DT→DIN | 0.231 *** | 0.000 | S | 0.192 | 0.155 | NS | Yes |
Moderation | ||||||||
H4 | DLP × ED→DIN | 0.000 | 0.965 | NS | - |
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Mollah, M.A.; Amin, M.B.; Debnath, G.C.; Hosain, M.S.; Rahaman, M.A.; Abdullah, M. Nexus among Digital Leadership, Digital Transformation, and Digital Innovation for Sustainable Financial Performance: Revealing the Influence of Environmental Dynamism. Sustainability 2024, 16, 8023. https://doi.org/10.3390/su16188023
Mollah MA, Amin MB, Debnath GC, Hosain MS, Rahaman MA, Abdullah M. Nexus among Digital Leadership, Digital Transformation, and Digital Innovation for Sustainable Financial Performance: Revealing the Influence of Environmental Dynamism. Sustainability. 2024; 16(18):8023. https://doi.org/10.3390/su16188023
Chicago/Turabian StyleMollah, Md. Alamgir, Mohammad Bin Amin, Gouranga Chandra Debnath, Md. Sajjad Hosain, Md. Atikur Rahaman, and Masuk Abdullah. 2024. "Nexus among Digital Leadership, Digital Transformation, and Digital Innovation for Sustainable Financial Performance: Revealing the Influence of Environmental Dynamism" Sustainability 16, no. 18: 8023. https://doi.org/10.3390/su16188023
APA StyleMollah, M. A., Amin, M. B., Debnath, G. C., Hosain, M. S., Rahaman, M. A., & Abdullah, M. (2024). Nexus among Digital Leadership, Digital Transformation, and Digital Innovation for Sustainable Financial Performance: Revealing the Influence of Environmental Dynamism. Sustainability, 16(18), 8023. https://doi.org/10.3390/su16188023