Harnessing Digital Transformation for Sustainable Performance: Exploring the Mediating Roles of Green Knowledge Acquisition and Innovation Performance Under Digital Transformational Leadership
Abstract
:1. Introduction
2. Theoretical Background and Hypotheses Development
2.1. The New Institutional Theory (NIT)
2.2. Digital Transformation
2.3. Green Knowledge Acquisition
2.4. Digital Transformation and Sustainable Corporate Performance
2.5. Digital Transformation and Green Knowledge Acquisition
2.6. Green Knowledge Acquisition on Sustainable Corporate Performance
2.7. Digital Transformation and Innovation Performance
2.8. Innovation Performance and Sustainable Corporate Performance
2.9. Green Knowledge Acquisition as a Mediator
2.10. Innovation Performance as a Mediator
2.11. Digital Transformation Leadership as Moderator
3. Research Methodology
3.1. Research Context
3.2. Sampling and Data Collection
3.3. Measures
4. Results
4.1. Common Method Bias (CMB)
4.2. Reliability and Validity Test
4.3. Testing of Hypotheses: Regression Results for Direct and Indirect Effects
4.4. Testing of Hypotheses: Regression Results for Moderation Analyses
5. Discussion
6. Conclusions
6.1. Theoretical Contribution
6.2. Implications for Theory
6.3. Limitations and Direction for Future Studies
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Digital transformation [48,102]. Please evaluate your company’s performance in the following aspects, using “1” indicates “strongly disagree” and “7” indicates “strongly agree”. |
Digital strategy [48,102] |
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Digital capability [48,102] |
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Green Knowledge Acquisition [52]. Each item was measured using a scale from 1 (I strongly disagree) to 7 (I strongly agree). “Thanks to international experience… |
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Innovative Performance [103] |
Each item was measured using a scale from 1 (I strongly disagree) to 7 (I strongly agree). “In the last three years our company has made strong advances in: |
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Digital Transformational Leadership [34] |
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Sustainable Corporate Performance [106,107,108,109,110] |
Please evaluate your company’s performance in the following aspects, using “1”—“strongly disagree” and “7”—“strongly agree”. |
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Scale: (1) ‘’Not at all” (2) “Very low” (3) “Low” (4) “High” (5) “Very high” |
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Characteristics | Classification | Frequency | Proportion (%) |
---|---|---|---|
Nature of business | |||
Food processing and manufacturing | 59 | 18.61 | |
Building materials manufacturing | 41 | 12.93 | |
Automotive and spare parts | 22 | 6.94 | |
Textile and apparel | 76 | 23.98 | |
Mechanical, metal, and engineering | 56 | 17.67 | |
Medical/medicine manufacturing | 39 | 12.30 | |
Others | 24 | 7.57 | |
Firm size (number of employees) | |||
Below 50 | 70 | 22.08 | |
51 to 100 | 181 | 57.10 | |
Above 100 | 66 | 20.82 | |
Age of firm (years) | |||
Below 10 | 49 | 15.46 | |
11 to 19 | 155 | 48.90 | |
20 and above | 113 | 35.64 |
Construct | Codes | SFL | Cronbach’s Alpha | Composite Reliability | AVE |
---|---|---|---|---|---|
Digital transformation | 0.942 | 0.944 | 0.706 | ||
DT1 | 0.782 | ||||
DT2 | 0.903 | ||||
DT3 | 0.850 | ||||
DT4 | 0.808 | ||||
DT5 | 0.831 | ||||
DT6 | 0.802 | ||||
DT7 | 0.896 | ||||
Green knowledge acquisition | 0.891 | 0.891 | 0.580 | ||
GKA1 | 0.657 | ||||
GKA2 | 0.682 | ||||
GKA3 | 0.683 | ||||
GKA4 | 0.816 | ||||
GKA5 | 0.795 | ||||
GKA6 | 0.904 | ||||
Innovative performance | 0.882 | 0.885 | 0.660 | ||
IP1 | 0.692 | ||||
IP2 | 0.892 | ||||
IP3 | 0.769 | ||||
IP4 | 0.880 | ||||
Digital transformational leadership | 0.886 | 0.887 | 0.662 | ||
DTL1 | 0.784 | ||||
DTL2 | 0.793 | ||||
DTL3 | 0.824 | ||||
DTL4 | 0.853 | ||||
Sustainable corporate performance | 0.925 | 0.927 | 0.680 | ||
SCP1 | 0.850 | ||||
SCP2 | 0.827 | ||||
SCP3 | 0.723 | ||||
SCP4 | 0.794 | ||||
SCP5 | 0.909 | ||||
SCP6 | 0.834 | ||||
Summary of model fitness: CMIN/DF: 480.205/311 = 1.544; p < 0.000; TLI = 0.969; NFI = 0.926; IFI = 0.972; RFI = 0.916; GFI = 0.904; CFI = 0.972; AGFI = 0.883; RMSEA = 0.041 |
Construct | Mean | Standard Deviation | DT | GKA | IP | DTL | SCP | Firm Size | Business Type |
---|---|---|---|---|---|---|---|---|---|
DT | 3.490 | 1.048 | 0.840 | ||||||
GKA | 3.808 | 0.819 | 0.463 ** | 0.761 | |||||
IP | 3.654 | 0.793 | 0.579 ** | 0.465 ** | 0.812 | ||||
DTL | 3.721 | 0.998 | 0.287 ** | 0.239 ** | 0.247 ** | 0.814 | |||
SCP | 3.838 | 0.918 | 0.397 ** | 0.375 ** | 0.401 ** | 0.287 ** | 0.824 | ||
Firm size | 1.53 | 0.622 | 0.101 ** | 0.036 | 0.021 | 0.029 | 0.019 | - | |
Business type | 3.105 | 1.277 | 0.096 | 0.007 | 0.034 | 0.005 | 0.007 | 0.044 | - |
Bootstrapping results for direct (bias-corrected CI technique 95%) | ||||||
---|---|---|---|---|---|---|
Path | Coeff | SE | t | LLCI | ULCI | |
H1 | DT → SCP | 0.185 | 0.057 | 3.220 ** | 0.072 | 0.299 |
H2 | DT → GKA | 0.368 | 0.038 | 9.562 *** | 0.382 | 0.516 |
H3 | GKA → SCP | 0.199 | 0.067 | 2.966 ** | 0.067 | 0.331 |
H4 | DT → IP | 0.449 | 0.034 | 13.218 *** | 0.382 | 0.516 |
H5 | IP → SCP | 0.220 | 0.076 | 2.902 ** | 0.071 | 0.370 |
Indirect effects Indirect using the bootstrapping method Effect BootSE BootLLCI BootULCI | ||||||
Total | 0.172 | 0.044 | 0.090 | 0.264 | ||
H6 | DT → GKA → SCP | 0.073 | 0.034 | 0.008 | 0.142 | |
H7 | DT → GKA → SCP | 0.099 | 0.038 | 0.029 | 0.177 |
Path | Coeff. | SE | t | 95% Confidence Interval | |
---|---|---|---|---|---|
Lower-Level | Upper-Level | ||||
Model 1: | |||||
Firm size → green knowledge acquisition | 0.034 | 0.017 | 0.037 ns | −0.061 | 0.012 |
Business type → green knowledge acquisition | 0.019 | 0.011 | 0.028 ns | −0.077 | 0.006 |
Digital transformation → green knowledge acquisition | 0.361 | 0.037 | 9.579 *** | 0.287 | 0.436 |
Digital transformation leadership → green knowledge acquisition | 0.116 | 0.038 | 3.005 ** | 0.040 | 0.192 |
H8: Digital transformation×digital transformational leadership → green knowledge acquisition | 0.149 | 0.039 | 3.815 *** | 0.072 | 0.226 |
The specific conditional values of digital transformational leadership | |||||
−1SD (below the mean) | 0.207 | 0.053 | 3.935 *** | 0.103 | 0.310 |
Mean | 0.361 | 0.038 | 8.896 *** | 0.287 | 0.436 |
+1SD (above the mean) | 0.516 | 0.058 | 9.579 *** | 0.402 | 0.629 |
Model 2: | |||||
Firm size → innovative performance | 0.041 | 0.020 | 0.049 ns | −0.051 | 0.009 |
Business type → innovative performance | 0.056 | 0.021 | 0.069 ns | −0.067 | 0.011 |
Digital transformation →innovative performance | 0.452 | 0.034 | 13.125 *** | 0.384 | 0.519 |
Digital transformation leadership → innovative performance | 0.016 | 0.035 | 0.472 ns | −0.053 | 0.086 |
H9: Digital transformation×digital transformational leadership →innovative performance | 0.072 | 0.036 | 2.025 * | 0.021 | 0.143 |
The specific conditional values of digital transformational leadership | |||||
−1SD (below the mean) | 0.377 | 0.048 | 7.858 *** | 0.282 | 0.471 |
Mean | 0.452 | 0.034 | 9.952 *** | 0.384 | 0.519 |
+1SD (above the mean) | 0.526 | 0.052 | 13.124 *** | 0.422 | 0.631 |
Model 3: | |||||
Firm size → sustainable corporate performance | 0.039 | 0.0176 | 0.044 ns | −0.006 | 0.007 |
Business type → sustainable corporate performance | 0.028 | 0.016 | 0.027 ns | −0.066 | 0.010 |
Digital transformation →sustainable corporate performance | 0.174 | 0.057 | 3.038 ** | 0.061 | 0.288 |
Green knowledge acquisition → sustainable corporate performance | 0.147 | 0.067 | 2.171 * | 0.013 | 0.281 |
Innovative performance → sustainable corporate performance | 0.222 | 0.074 | 2.986 ** | 0.075 | 0.368 |
Digital transformation leadership → innovative performance | 0.188 | 0.045 | 4.102 *** | 0.097 | 0.278 |
H10: Digital transformation × digital transformational leadership → sustainable corporate performance | 0.006 | 0.047 | 0.015 ns | −0.092 | 0.093 |
Index of moderated mediation by digital transformational leadership | |||||
Index | BootSE | BootLLCI | BootULCI | ||
Digital transformation → green knowledge acquisition → sustainable corporate performance | 0.022 | 0.015 | 0.002 | 0.058 | |
Digital transformation → innovative performance → sustainable corporate performance | 0.016 | 0.017 | −0.02 | 0.042 |
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Asbeetah, Z.; Alzubi, A.; Khadem, A.; Iyiola, K. Harnessing Digital Transformation for Sustainable Performance: Exploring the Mediating Roles of Green Knowledge Acquisition and Innovation Performance Under Digital Transformational Leadership. Sustainability 2025, 17, 2285. https://doi.org/10.3390/su17052285
Asbeetah Z, Alzubi A, Khadem A, Iyiola K. Harnessing Digital Transformation for Sustainable Performance: Exploring the Mediating Roles of Green Knowledge Acquisition and Innovation Performance Under Digital Transformational Leadership. Sustainability. 2025; 17(5):2285. https://doi.org/10.3390/su17052285
Chicago/Turabian StyleAsbeetah, Zaynab, Ahmad Alzubi, Amir Khadem, and Kolawole Iyiola. 2025. "Harnessing Digital Transformation for Sustainable Performance: Exploring the Mediating Roles of Green Knowledge Acquisition and Innovation Performance Under Digital Transformational Leadership" Sustainability 17, no. 5: 2285. https://doi.org/10.3390/su17052285
APA StyleAsbeetah, Z., Alzubi, A., Khadem, A., & Iyiola, K. (2025). Harnessing Digital Transformation for Sustainable Performance: Exploring the Mediating Roles of Green Knowledge Acquisition and Innovation Performance Under Digital Transformational Leadership. Sustainability, 17(5), 2285. https://doi.org/10.3390/su17052285