Exploring a Pathway to Sustainable Performance in Manufacturing Firms: The Interplay between Innovation Capabilities, Green Process, Product Innovations and Digital Leadership
Abstract
:1. Introduction
2. Theoretical Background and Hypothesis Development
2.1. Innovation Capabilities and Sustainable Performance
2.2. Green Process Innovation and Sustainable Performance
2.3. Innovation Capabilities and Green Product Innovation
2.4. Green Process Innovation and Green Product Innovation
2.5. Mediating Role of Green Product Innovation
2.6. Moderating Role of Digital Leadership
3. Methodology
3.1. Common Method Bias
3.2. Measurement Scale
3.3. Statistical Analysis
4. Results
4.1. Assessment of Measurement Model
4.2. Structural Model
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Items | Frequency (N = 299) | (%) |
---|---|---|
Gender | ||
Male | 163 | 54.5 |
Female | 136 | 45.5 |
Age | ||
19–30 | 43 | 14.4 |
31–40 | 74 | 24.7 |
41–50 | 75 | 25.1 |
51–60 | 79 | 26.4 |
>60 | 28 | 9.4 |
Education | ||
Intermediate | 43 | 14.4 |
Bachelor | 101 | 33.8 |
Master | 83 | 27.8 |
MPhil/Others | 72 | 24.1 |
Marital Status | ||
Single | 102 | 34.1 |
Married | 197 | 65.9 |
Construct | Items | Loading | α | CR | AVE |
---|---|---|---|---|---|
Innovation Capabilities | IC_1 | 0.693 | 0.852 | 0.852 | 0.535 |
IC_2 | 0.708 | ||||
IC_3 | 0.769 | ||||
IC_4 | 0.750 | ||||
IC_5 | 0.736 | ||||
Green Process Innovation | GPCI_1 | 0.681 | 0.851 | 0.851 | 0.534 |
GPCI_2 | 0.830 | ||||
GPCI_3 | 0.697 | ||||
GPCI_4 | 0.702 | ||||
GPCI_5 | 0.736 | ||||
Green Product Innovation | GPDI_1 | 0.701 | 0.775 | 0.775 | 0.535 |
GPDI_2 | 0.712 | ||||
GPDI_3 | 0.780 | ||||
Digital Leadership | DL_1 | 0.620 | 0.888 | 0.886 | 0.567 |
DL_2 | 0.802 | ||||
DL_3 | 0.860 | ||||
DL_4 | 0.730 | ||||
DL_5 | 0.658 | ||||
DL_6 | 0.818 | ||||
Sustainable Performance | SP_1 | 0.783 | 0.869 | 0.868 | 0.570 |
SP_2 | 0.690 | ||||
SP_3 | 0.799 | ||||
SP_4 | 0.725 | ||||
SP_5 | 0.772 |
Constructs | 1 | 2 | 3 | 4 | 5 |
---|---|---|---|---|---|
1. Digital Leadership | 0.753 | 0.238 | 0.422 | 0.205 | 0.384 |
2. Green Process Innovation | 0.240 | 0.731 | 0.636 | 0.638 | 0.685 |
3. Green Product Innovation | 0.423 | 0.636 | 0.732 | 0.684 | 0.719 |
4. Innovation Capabilities | 0.203 | 0.641 | 0.685 | 0.732 | 0.718 |
5. Sustainable Performance | 0.388 | 0.689 | 0.720 | 0.717 | 0.755 |
Constructs | 1 | 2 | 3 | 4 | 5 |
---|---|---|---|---|---|
1. Digital Leadership | 1.398 | ||||
2. Green Process Innovation | 1.698 | 1.940 | |||
3. Green Product Innovation | 2.795 | ||||
4. Innovation Capabilities | 1.698 | 2.226 | |||
5. Sustainable Performance |
Hypothesis | Direct Relationship | Std. Beta | Std. Error | T-Values | p-Values | F-Square |
---|---|---|---|---|---|---|
H1 | IC → SP | 0.311 | 0.096 | 3.246 | ** | 0.152 |
H2 | GPCI → SP | 0.289 | 0.079 | 3.672 | *** | 0.150 |
H3 | IC → GPDI | 0.471 | 0.100 | 4.704 | *** | 0.282 |
H4 | GPCI → GPDI | 0.334 | 0.097 | 3.442 | ** | 0.142 |
H5 | GPDI → SP | 0.362 | 0.120 | 3.017 | ** | 0.164 |
Hypothesis | Indirect Relationships | Std. Beta | Std. Error | T-Values | p-Values |
---|---|---|---|---|---|
H5a | IC → GPDI → SP | 0.17 | 0.076 | 2.23 | * |
H5b | GPCI → GPDI → SP | 0.121 | 0.057 | 2.113 | * |
Hypothesis | Interaction Effects | Std. Beta | Std. Error | T Values | p Values |
---|---|---|---|---|---|
H6a | Interaction GPDI × DL → SP | 0.230 | 0.078 | 2.927 | ** |
Level of the Moderator | Effects | Boot SE | LLCI | ULCI | |
H6a | +1 Std Dev | 0.685 *** | 0.076 | 0.536 | 0.834 |
Mean | 0.580 *** | 0.051 | 0.478 | 0.681 | |
−1 Std Dev | 0.474 *** | 0.055 | 0.365 | 0.582 |
Latent Variables | R2 | R2Adj | Q2 |
---|---|---|---|
GPDI | 0.535 | 0.532 | 0.256 |
SP | 0.714 | 0.709 | 0.357 |
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Sarfraz, M.; Ivascu, L.; Abdullah, M.I.; Ozturk, I.; Tariq, J. Exploring a Pathway to Sustainable Performance in Manufacturing Firms: The Interplay between Innovation Capabilities, Green Process, Product Innovations and Digital Leadership. Sustainability 2022, 14, 5945. https://doi.org/10.3390/su14105945
Sarfraz M, Ivascu L, Abdullah MI, Ozturk I, Tariq J. Exploring a Pathway to Sustainable Performance in Manufacturing Firms: The Interplay between Innovation Capabilities, Green Process, Product Innovations and Digital Leadership. Sustainability. 2022; 14(10):5945. https://doi.org/10.3390/su14105945
Chicago/Turabian StyleSarfraz, Muddassar, Larisa Ivascu, Muhammad Ibrahim Abdullah, Ilknur Ozturk, and Jasim Tariq. 2022. "Exploring a Pathway to Sustainable Performance in Manufacturing Firms: The Interplay between Innovation Capabilities, Green Process, Product Innovations and Digital Leadership" Sustainability 14, no. 10: 5945. https://doi.org/10.3390/su14105945
APA StyleSarfraz, M., Ivascu, L., Abdullah, M. I., Ozturk, I., & Tariq, J. (2022). Exploring a Pathway to Sustainable Performance in Manufacturing Firms: The Interplay between Innovation Capabilities, Green Process, Product Innovations and Digital Leadership. Sustainability, 14(10), 5945. https://doi.org/10.3390/su14105945