Interplay in Circular Economy Innovation, Business Model Innovation, SDGs, and Government Incentives: A Comparative Analysis of Pakistani, Malaysian, and Chinese SMEs
Abstract
:1. Introduction
- To what degree do circular economy innovation, BMI, and government incentives impact economic, environmental, and social performance among SMEs in Pakistan, Malaysia, and China?
- What is the relationship between circular economy innovation, BMI, and government incentives among SMEs in Pakistan, Malaysia, and China?
- Do government incentives mediate the relationship between circular economy innovation, BMI, and economic, environmental, and social performance among SMEs in Pakistan, Malaysia, and China?
2. Theoretical Background and Hypothesis Development
2.1. The Resource-Based View Theory
2.2. Circular Economy Innovation and Sustainable Development Goals
- H1a:
- Circular Economy Innovation has positive effects on economic performance among SMEs in Pakistan, Malaysia, and China
- H1b:
- Circular Economy Innovation has positive effects on environmental performance among SMEs in Pakistan, Malaysia, and China
- H1c:
- Circular Economy Innovation has positive effects on social performance among SMEs in Pakistan, Malaysia, and China
2.3. Business Model Innovation and Sustainable Development Goals
- H2a:
- BMI has positive effects on the economic performance of SMEs in Pakistan, Malaysia, and China
- H2b:
- BMI has positive effects on the environmental performance of SMEs in Pakistan, Malaysia, and China
- H2c:
- BMI has positive effects on the social performance of SMEs in Pakistan, Malaysia, and China
2.4. Government Incentives and Sustainable Development Goals
- H3a:
- Government incentives have positive effects on the economic performance of SMEs in Pakistan, Malaysia, and China
- H3b:
- Government incentives have positive effects on the environmental performance of SMEs in Pakistan, Malaysia, and China
- H3c:
- Government incentives have positive effects on the social performance of SMEs in Pakistan, Malaysia, and China
2.5. Circular Economy Innovation and Government Incentives
- H4:
- There is a positive relationship between circular economy innovation and government incentives among SMEs in Pakistan, Malaysia, and China
2.6. Business Model Innovation and Government Incentives
- H5:
- There is a positive relationship between BMI and the government incentives among SMEs in Pakistan, Malaysia, and China
2.7. Mediating Role of Government Incentives
- H6a:
- Government incentives mediate the relationship between circular economy innovation and economic performance among SMEs in Pakistan, Malaysia, and China
- H6b:
- Government incentives mediate the relationship between circular economy innovation and environmental performance among SMEs in Pakistan, Malaysia, and China
- H6c:
- Government incentives mediate the relationship between circular economy innovation and social performance among SMEs in Pakistan, Malaysia, and China
- H7a:
- Government incentives mediate the relationship between BMI and economic performance among SMEs in Pakistan, Malaysia, and China
- H7b:
- Government incentives mediate the relationship between BMI and environmental performance among SMEs in Pakistan, Malaysia, and China
- H7c:
- Government incentives mediate the relationship between BMI and social performance among SMEs in Pakistan, Malaysia, and China
3. Methodology
3.1. Sample and Data Collection
3.2. Instruments
3.3. Technique
4. Results
5. Discussion
5.1. Implications of the Study
5.1.1. Practical Implications
5.1.2. Theoretical Implications
6. Conclusions and Future Directions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
- Circular Economy Innovation
- In our company we have replaced new recyclable system for raw materials with renewable, recyclable, or biodegradable inputs
- In our company we have launched new processes to decrease the usage of non-recyclable raw materials in our processes
- In our company we have launched new environmentally friendly packaging system
- In our company we have launched new system to use the leftover raw material again in our processes
- In our company we are using recycled materials as an input in our new processes
- In our company we have launched new initiatives to collect leftover products from customers to recycle them
- In our company we have introduced new alternative ways to use our products once they have served their initial purpose
- In our company we have found new revenue streams for products/services after they have served their initial purpose
- Business Model Innovation
- How much of revenue from noncore products are generated through traditional revenue sources such as circulation, display advertising, and classified operations?Almost all 1 2 3 4 5 Almost none
- How do you sell your noncore products?Existing salesforce sells both core and noncore products.1 2 3 4 5Noncore products are exclusively sold through digital media salesforce.
- How many new formal or informal arrangements for information exchange with your partners have been created in the past 3 years?No new arrangements 1 2 3 4 5 Very many new arrangements
- In the last 3 years, have you changed your pricing structure for raw material, product, and services?We have made no changes to our pricing structure.1 2 3 4 5We have completely changed our pricing structure.
- Please compare the value propositions offered by your products/services now with those offered 3 years ago.They are pretty much the same 1 2 3 4 5 They are dramatically different
- Please compare the cost structure of means employed to produce the noncore products with that employed to produce the core products.Cost structure for noncore product is much higher1 2 3 4 5Cost structure for noncore products is much lower
- Government Incentives
- Government Financial Support
- We can easily access sufficient equity fundings provided by the government for SDGs
- In our country, there are sufficient government financial subsidies available for SMEs, and we have easy access to it
- We can easily access interest-free, and a low level of interest charged debt/loan fundings
- We can easily access government short term and long-term financial services
- Government Nonfinancial Support
- 5.
- Our government supports SMEs in building science parks and SDGs incubators in poor communities
- 6.
- We access a wide range of assistance provided by the government for SDGs activities and SDGs projects
- 7.
- Our government encourages SMEs to help in sustainable development by improving the corporate social responsibilities
- Sustainable Development
- Economics Performance
- We have achieved return on asset
- We have achieved return on equity
- We have achieved return on investment
- We have improved our profitability
- We have improved the production cost
- We have improved the sales growth
- We have improved in work productivity
- Environmental Performance
- We raise awareness and/or train of the employees in water and/or energy conservation
- We give priority to reusable, used or recycled materials.
- We have established metrics that monitor (e.g., regarding risks, levels of pollution, of energy consumption, waste, etc.) the environmental initiatives
- We consult stakeholders (e.g., employees, suppliers, clients, creditors, etc.) for environment-related decisions
- We integrate environmental considerations in the conception and development of products and services in all phases of their life cycle (eco-conception and the analysis of the life cycle)
- We integrate environmental considerations in purchase decisions and the evaluation of suppliers
- We give priority to more water and energy-efficient equipment
- We separate garbage and waste (recycling of materials: paper, plastic, glass and metal)
- We encourage and support employees to use alternatives means of transportation to commute instead of single-occupancy cars (e.g., rideshare, public transport, bicycle, etc.)
- We give priority to less polluting vehicles and modes of transportation and/or optimize distribution network
- We communicate actions to internal stakeholders (e.g., meetings with staff, intranet, reports, etc.)
- We communicate actions to external stakeholders (e.g., website, reports, etc.)
- Social Performance
- We have established metrics that monitor (e.g., amounts spent, allocated time, types of beneficiaries, etc.) to benefit the communities
- We favor local suppliers in the regions
- We favor job creation in the regions
- We offer internships and contribute to student training in different communities
- We contribute to community cultural, sporting or teaching activities (public organizations or associations with social, cultural, sporting or teaching activities)
- We consult other stakeholders (employees, suppliers, clients, creditors, associations, firms, etc.) for decisions concerning local development
- We communicate actions among internal stakeholders (e.g., meetings with staff, intranet, reports, etc.)
- We communicate actions to external stakeholders (e.g., website, reports, etc.)
- Pakistan Sample
- Outer Weight (Pakistan Sample)
Business Model Innovation | Circular Economy Innovation | Economic Performance | Environmental Performance | Government Incentives | Social Performance | |
BMI1 | 0.219 | |||||
BMI2 | 0.19 | |||||
BMI3 | 0.219 | |||||
BMI4 | 0.183 | |||||
BMI5 | 0.177 | |||||
BMI6 | 0.232 | |||||
CEI1 | 0.243 | |||||
CEI2 | 0.227 | |||||
CEI3 | 0.196 | |||||
CEI4 | 0.223 | |||||
CEI5 | 0.185 | |||||
CEI6 | 0.221 | |||||
ECP1 | 0.178 | |||||
ECP2 | 0.174 | |||||
ECP3 | 0.179 | |||||
ECP4 | 0.187 | |||||
ECP5 | 0.193 | |||||
ECP6 | 0.177 | |||||
ECP7 | 0.169 | |||||
ENP1 | 0.178 | |||||
ENP2 | 0.182 | |||||
ENP3 | 0.196 | |||||
ENP4 | 0.173 | |||||
ENP5 | 0.169 | |||||
ENP6 | 0.178 | |||||
ENP7 | 0.177 | |||||
GIN1 | 0.262 | |||||
GIN2 | 0.235 | |||||
GIN3 | 0.265 | |||||
GIN4 | 0.211 | |||||
GIN5 | 0.229 | |||||
SP1 | 0.177 | |||||
SP2 | 0.177 | |||||
SP3 | 0.149 | |||||
SP4 | 0.19 | |||||
SP5 | 0.199 | |||||
SP6 | 0.168 | |||||
SP7 | 0.225 |
- Q-Square (Pakistan Sample)
SSO | SSE | Q2 (=1 − SSE/SSO) | |
Business Model Innovation | 1824 | 1824 | |
Circular Economy Innovation | 1824 | 1824 | |
Economic Performance | 2128 | 1120.829 | 0.473 |
Environmental Performance | 2128 | 1084.452 | 0.49 |
Government Incentives | 1520 | 1325.282 | 0.128 |
Social Performance | 2128 | 1660.263 | 0.22 |
- Malaysia Sample
- Outer Weight (Malaysia Sample)
Business Model Innovation | Circular Economy Innovation | Economic Performance | Environmental Performance | Government Incentives | Social Performance | |
BMI1 | 0.258 | |||||
BMI2 | 0.179 | |||||
BMI3 | 0.209 | |||||
BMI4 | 0.25 | |||||
BMI5 | 0.208 | |||||
BMI6 | 0.216 | |||||
CEI1 | 0.217 | |||||
CEI2 | 0.175 | |||||
CEI3 | 0.211 | |||||
CEI4 | 0.254 | |||||
CEI5 | 0.205 | |||||
CEI6 | 0.196 | |||||
ECP1 | 0.175 | |||||
ECP2 | 0.189 | |||||
ECP3 | 0.187 | |||||
ECP4 | 0.171 | |||||
ECP5 | 0.171 | |||||
ECP6 | 0.176 | |||||
ECP7 | 0.184 | |||||
ENP1 | 0.179 | |||||
ENP2 | 0.206 | |||||
ENP3 | 0.168 | |||||
ENP4 | 0.202 | |||||
ENP5 | 0.16 | |||||
ENP6 | 0.161 | |||||
ENP7 | 0.188 | |||||
GIN1 | 0.262 | |||||
GIN2 | 0.231 | |||||
GIN3 | 0.267 | |||||
GIN4 | 0.211 | |||||
GIN5 | 0.229 | |||||
SP1 | 0.176 | |||||
SP2 | 0.177 | |||||
SP3 | 0.18 | |||||
SP4 | 0.194 | |||||
SP5 | 0.182 | |||||
SP6 | 0.177 | |||||
SP7 | 0.171 |
- Q-Square (Malaysia Sample)
SSO | SSE | Q2 (=1 − SSE/SSO) | |
Business Model Innovation | 1824 | 1824 | |
Circular Economy Innovation | 1824 | 1824 | |
Economic Performance | 2128 | 1178.145 | 0.446 |
Environmental Performance | 2128 | 1181.213 | 0.445 |
Government Incentives | 1520 | 1248.516 | 0.179 |
Social Performance | 2128 | 1219.677 | 0.427 |
- China Sample
- Outer Weight (China Sample)
Business Model Innovation | Circular Economy Innovation | Economic Performance | Environmental Performance | Government Incentives | Social Performance | |
BMI1 | 0.182 | |||||
BMI2 | 0.236 | |||||
BMI3 | 0.202 | |||||
BMI4 | 0.234 | |||||
BMI5 | 0.197 | |||||
BMI6 | 0.191 | |||||
CE14 | 0.253 | |||||
CEI1 | 0.21 | |||||
CEI2 | 0.18 | |||||
CEI3 | 0.21 | |||||
CEI5 | 0.209 | |||||
CEI6 | 0.197 | |||||
ECP1 | 0.183 | |||||
ECP2 | 0.178 | |||||
ECP3 | 0.17 | |||||
ECP4 | 0.178 | |||||
ECP5 | 0.187 | |||||
ECP6 | 0.177 | |||||
ECP7 | 0.176 | |||||
ENP1 | 0.167 | |||||
ENP2 | 0.184 | |||||
ENP3 | 0.19 | |||||
ENP4 | 0.187 | |||||
ENP5 | 0.177 | |||||
ENP6 | 0.171 | |||||
ENP7 | 0.183 | |||||
GIN1 | 0.177 | |||||
GIN2 | 0.224 | |||||
GIN3 | 0.251 | |||||
GIN4 | 0.287 | |||||
GIN5 | 0.363 | |||||
SP1 | 0.171 | |||||
SP2 | 0.184 | |||||
SP3 | 0.151 | |||||
SP4 | 0.195 | |||||
SP5 | 0.214 | |||||
SP6 | 0.171 | |||||
SP7 | 0.253 |
- Q-Square (China Sample)
SSO | SSE | Q2 (=1 − SSE/SSO) | |
Business Model Innovation | 1824 | 1824 | |
Circular Economy Innovation | 1824 | 1824 | |
Economic Performance | 2128 | 1145.61 | 0.462 |
Environmental Performance | 2128 | 1163.374 | 0.453 |
Government Incentives | 1520 | 1304.65 | 0.142 |
Social Performance | 2128 | 1610.65 | 0.243 |
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Pakistan | Malaysia | China | ||||||
---|---|---|---|---|---|---|---|---|
Description | Frequency | Percentage | Description | Frequency | Percentage | Description | Frequency | Percentage |
Owners/Managers | Owners/Managers | Owners/Managers | ||||||
Owner | 53 | 17.66% | Owner | 61 | 20.33% | Owner | 76 | 25.33% |
CEO | 64 | 21.33% | CEO | 69 | 23.00% | CEO | 57 | 19.00% |
Managers | 183 | 61.00% | Managers | 170 | 56.66% | Managers | 167 | 55.66% |
Industries | Industries | Industries | ||||||
Chemicals | 41 | 13.66% | Chemicals | 45 | 15.00% | Chemicals | 39 | 13.00% |
Software | 57 | 19.00% | Software | 64 | 21.33% | Software | 63 | 21.00% |
Pharmacy | 47 | 15.66% | Pharmacy | 43 | 14.33% | Pharmacy | 52 | 17.33% |
Cosmetics | 62 | 20.66% | Cosmetics | 54 | 18.00% | Cosmetics | 59 | 19.66% |
Engineering | 37 | 12.33% | Engineering | 42 | 14.00% | Engineering | 50 | 16.66% |
Electronics | 56 | 18.66% | Electronics | 52 | 17.33% | Electronics | 37 | 12.33% |
Size of the Firm | Size of the Firm | Size of the Firm | ||||||
20–50 Employees | 44 | 14.66% | 20–50 Employees | 51 | 17.00% | 20–50 Employees | 31 | 10.33% |
51–100 Employees | 72 | 24.00% | 51–100 Employees | 68 | 22.66% | 51–100 Employees | 57 | 19.00% |
101–150 Employees | 82 | 27.33% | 101–150 Employees | 74 | 24.66% | 101–150 Employees | 72 | 24.00% |
151–200 Employees | 56 | 18.66% | 151–200 Employees | 79 | 26.33% | 151–200 Employees | 81 | 27.00% |
201–250 Employees | 46 | 15.33% | 201–250 Employees | 28 | 9.33% | 201–250 Employees | 59 | 19.66% |
Age of the Firm | Age of the Firm | Age of the Firm | ||||||
10 Years or less | 145 | 48.33% | 10 Years or less | 87 | 29.00% | 10 Years or less | 85 | 28.33% |
11–20 Years | 94 | 31.33% | 11–20 Years | 173 | 57.66% | 11–20 Years | 181 | 60.33% |
21 and above Years | 61 | 20.33% | 21 and above Years | 40 | 13.33% | 21 and above Years | 34 | 11.33% |
Constructs | Number of Items | Authors | |
---|---|---|---|
Circular Economy Innovation | 8 | Rodríguez-Espíndola et al., 2022 [3] | |
BMI | 6 | Anwar, 2018 [68] | |
Government Incentives | Financial Support | 6 | Anwar et al., 2020 [52] |
Non-Financial Support | 6 | Anwar et al., 2020 [52] | |
Sustainable Development Goals | Social Development | 8 | Rizwanullah et al., 2021; Anwar et al., 2020 [52,63] |
Environmental Development | 12 | Rizwanullah et al., 2021; Anwar et al., 2020 [52,63] | |
Economics Development | 6 | Rehman& Anwar, 2019; Anwar, Khan& Shah, 2018 [69,70] |
Variable | Items | Pakistan | Malaysia | China | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
F.L | C.A | C.R | AVE | F.L | C.A | C.R | AVE | F.L | C.A | C.R | AVE | ||
Circular Economy Innovation | CEIN1 | 0.832 | 0.861 | 0.924 | 0.671 | 0.775 | 0.88 | 0.909 | 0.626 | 0.879 | 0.880 | 0.909 | 0.626 |
CEIN 2 | 0.799 | 0.715 | 0.772 | ||||||||||
CEIN 3 | 0.749 | 0.786 | 0.719 | ||||||||||
CEIN 4 | 0.764 | 0.880 | 0.785 | ||||||||||
CEIN 5 | 0.682 | 0.801 | 0.803 | ||||||||||
CEIN 6 | 0.780 | 0.782 | 0.782 | ||||||||||
BMI | BMI1 | 0.898 | 0.901 | 0.896 | 0.591 | 0.828 | 0.851 | 0.889 | 0.573 | 0.653 | 0.886 | 0.914 | 0.643 |
BMI2 | 0.783 | 0.701 | 0.899 | ||||||||||
BMI3 | 0.903 | 0.755 | 0.787 | ||||||||||
BMI4 | 0.777 | 0.700 | 0.900 | ||||||||||
BMI5 | 0.756 | 0.758 | 0.778 | ||||||||||
BMI6 | 0.783 | 0.790 | 0.768 | ||||||||||
Government Incentives | GIN1 | 0.860 | 0.887 | 0.924 | 0.634 | 0.860 | 0.887 | 0.917 | 0.689 | 0.611 | 0.814 | 0.868 | 0.571 |
GIN2 | 0.802 | 0.800 | 0.747 | ||||||||||
GIN3 | 0.889 | 0.890 | 0.750 | ||||||||||
GIN4 | 0.784 | 0.785 | 0.826 | ||||||||||
GIN5 | 0.812 | 0.812 | 0.822 | ||||||||||
Economics Performance | EF1 | 0.816 | 0.903 | 0.928 | 0.636 | 0.816 | 0.904 | 0.924 | 0.636 | 0.855 | 0.907 | 0.926 | 0.642 |
EF2 | 0.812 | 0.844 | 0.806 | ||||||||||
EF3 | 0.721 | 0.822 | 0.748 | ||||||||||
EF4 | 0.788 | 0.731 | 0.743 | ||||||||||
EF5 | 0.796 | 0.739 | 0.794 | ||||||||||
EF6 | 0.817 | 0.799 | 0.847 | ||||||||||
EF7 | 0.820 | 0.823 | 0.810 | ||||||||||
Environmental Performance | ENF1 | 0.819 | 0.904 | 0.917 | 0.689 | 0.660 | 0.897 | 0.92 | 0.624 | 0.798 | 0.903 | 0.923 | 0.632 |
ENF2 | 0.840 | 0.893 | 0.815 | ||||||||||
ENF3 | 0.825 | 0.779 | 0.798 | ||||||||||
ENF4 | 0.731 | 0.894 | 0.817 | ||||||||||
ENF5 | 0.738 | 0.765 | 0.745 | ||||||||||
ENF6 | 0.802 | 0.747 | 0.792 | ||||||||||
ENF7 | 0.818 | 0.767 | 0.797 | ||||||||||
Social Performance | SF1 | 0.710 | 0.888 | 0.913 | 0.601 | 0.815 | 0.903 | 0.924 | 0.634 | 0.708 | 0.868 | 0.899 | 0.561 |
SF2 | 0.785 | 0.814 | 0.774 | ||||||||||
SF3 | 0.702 | 0.721 | 0.691 | ||||||||||
SF4 | 0.790 | 0.791 | 0.771 | ||||||||||
SF5 | 0.888 | 0.791 | 0.878 | ||||||||||
SF6 | 0.743 | 0.816 | 0.743 | ||||||||||
SF7 | 0.792 | 0.821 | 0.656 |
Discriminant Validity | HTMT | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Pakistan | CEIN | BMI | GIN | ED | END | SD | CEIN | BMI | GIN | ED | END | SD | ||
CEIN | 0.919 | CEIN | ||||||||||||
BMI | 0.507 | 0.869 | BMI | 0.407 | ||||||||||
GIN | 0.651 | 0.494 | 0.846 | GIN | 0.535 | 0.497 | ||||||||
ED | 0.563 | 0.607 | 0.653 | 0.897 | ED | 0.549 | 0.513 | 0.440 | ||||||
END | 0.393 | 0.429 | 0.423 | 0.414 | 0.830 | END | 0.335 | 0.401 | 0.357 | 0.463 | ||||
SD | 0.578 | 0.515 | 0.615 | 0.620 | 0.421 | 0.775 | SD | 0.438 | 0.582 | 0.282 | 0.388 | 0.464 | ||
Malaysia | CEIN | 0.757 | CEIN | |||||||||||
BMI | 0.536 | 0.891 | BMI | 0.502 | ||||||||||
GIN | 0.643 | 0.505 | 0.897 | GIN | 0.423 | 0.498 | ||||||||
ED | 0.622 | 0.428 | 0.568 | 0.790 | ED | 0.301 | 0.319 | 0.261 | ||||||
END | 0.480 | 0.414 | 0.414 | 0.408 | 0.830 | END | 0.242 | 0.364 | 0.363 | 0.254 | ||||
SD | 0.641 | 0.286 | 0.353 | 0.456 | 0.423 | 0.796 | SD | 0.223 | 0.274 | 0.054 | 0.347 | 0.470 | ||
China | CEIN | 0.802 | CEIN | |||||||||||
BMI | 0.509 | 0.791 | BMI | 0.453 | ||||||||||
GIN | 0.424 | 0.492 | 0.801 | GIN | 0.318 | 0.482 | ||||||||
ED | 0.324 | 0.394 | 0.464 | 0.795 | ED | 0.219 | 0.304 | 0.066 | ||||||
END | 0.516 | 0.446 | 0.496 | 0.348 | 0.755 | END | 0.386 | 0.411 | 0.354 | 0.530 | ||||
SD | 0.525 | 0.574 | 0.398 | 0.493 | 0.349 | 0.749 | SD | 0.492 | 0.428 | 0.261 | 0.303 | 0.418 |
Country | Relationship | Estimate | SM | SD | T-Value | Decision | R-Square | F-Square | VIF | Q-Square |
---|---|---|---|---|---|---|---|---|---|---|
Pakistan | CEIN→EP | 0.287 | 0.289 | 0.048 | 5.945 | Supported | 0.761 | 0.115 | 2.994 | 0.473 |
BMI→EP | 0.593 | 0.592 | 0.045 | 13.151 | Supported | 0.510 | 2.889 | |||
GIN→EP | 0.067 | 0.066 | 0.031 | 2.193 | Supported | 0.015 | 1.235 | |||
CEIN→ENP | 0.302 | 0.303 | 0.046 | 6.497 | Supported | 0.782 | 0.139 | 2.994 | 0.49 | |
BMI→ENP | 0.600 | 0.599 | 0.04 | 15.191 | Supported | 0.571 | 2.889 | |||
GIN→ENP | 0.049 | 0.048 | 0.029 | 2.665 | Supported | 0.009 | 1.235 | |||
CEIN→SP | 0.068 | 0.068 | 0.081 | 2.839 | Supported | 0.38 | 0.003 | 2.987 | 0.22 | |
BMI→SP | 0.436 | 0.436 | 0.076 | 5.760 | Supported | 0.106 | 2.853 | |||
GIN→SP | 0.220 | 0.222 | 0.055 | 3.986 | Supported | 0.064 | 1.262 | |||
CEIN→GIN | 0.321 | 0.326 | 0.096 | 3.340 | Supported | 0.19 | 0.044 | 2.867 | 0.128 | |
BMI→GIN | 0.134 | 0.134 | 0.097 | 2.382 | Supported | 0.008 | 2.867 | |||
Malaysia | CEIN→EP | 0.645 | 0.643 | 0.035 | 18.367 | Supported | 0.711 | 0.978 | 1.470 | 0.446 |
BMI→EP | 0.295 | 0.297 | 0.04 | 7.335 | Supported | 0.190 | 1.582 | |||
GIN→EP | 0.006 | 0.004 | 0.036 | 2.153 | Supported | 0.000 | 1.361 | |||
CEIN→ENP | 0.693 | 0.693 | 0.03 | 23.069 | Supported | 0.729 | 1.208 | 1.470 | 0.445 | |
BMI→ENP | 0.249 | 0.251 | 0.037 | 6.656 | Supported | 0.145 | 1.582 | |||
GIN→ENP | 0.001 | 0.000 | 0.039 | 0.038 | Not Supported | 0.000 | 1.361 | |||
CEIN→SP | 0.615 | 0.613 | 0.035 | 17.38 | Supported | 0.686 | 0.818 | 1.470 | 0.427 | |
BMI→SP | 0.300 | 0.302 | 0.04 | 7.468 | Supported | 0.181 | 1.582 | |||
GIN→SP | 0.025 | 0.023 | 0.04 | 2.012 | Supported | 0.001 | 1.361 | |||
CEIN→GIN | 0.220 | 0.221 | 0.061 | 3.631 | Supported | 0.265 | 0.047 | 1.404 | 0.179 | |
BMI→GIN | 0.362 | 0.361 | 0.06 | 5.990 | Supported | 0.127 | 1.404 | |||
China | CEIN→EP | 0.356 | 0.359 | 0.046 | 7.658 | Supported | 0.729 | 0.161 | 2.910 | 0.462 |
BMI→EP | 0.493 | 0.488 | 0.048 | 10.267 | Supported | 0.282 | 3.178 | |||
GIN→EP | 0.083 | 0.088 | 0.04 | 2.068 | Supported | 0.019 | 1.367 | |||
CEIN→ENP | 0.364 | 0.366 | 0.044 | 8.277 | Supported | 0.728 | 0.167 | 2.910 | 0.453 | |
BMI→ENP | 0.498 | 0.493 | 0.047 | 10.671 | Supported | 0.287 | 3.178 | |||
GIN→ENP | 0.061 | 0.066 | 0.04 | 2.534 | Supported | 0.010 | 1.367 | |||
CEIN→SP | 0.172 | 0.169 | 0.07 | 2.460 | Supported | 0.47 | 0.019 | 2.750 | 0.243 | |
BMI→SP | 0.330 | 0.33 | 0.063 | 5.223 | Supported | 0.065 | 3.168 | |||
GIN→SP | 0.302 | 0.305 | 0.049 | 6.109 | Supported | 0.126 | 1.332 | |||
CEIN→GIN | 0.081 | 0.086 | 0.086 | 1.988 | Supported | 0.269 | 0.003 | 2.900 | 0.142 | |
BMI→GIN | 0.45 | 0.453 | 0.085 | 5.293 | Supported | 0.096 | 3.094 |
Country | Relationship | Estimate | SM | SD | T-Value | CILL | CIUL | Decision |
---|---|---|---|---|---|---|---|---|
Pakistan | CEIN→GIN→EP | 0.122 | 0.222 | 0.213 | 1.982 | 0.021 | 0.169 | Supported |
CEIN→GIN→ENP | 0.148 | 0.416 | 0.312 | 2.318 | 0.035 | 0.256 | Supported | |
CEIN→GIN→SP | 0.061 | 0.173 | 0.203 | 2.341 | 0.071 | 0.289 | Supported | |
BMI→GIN→EP | 0.239 | 0.309 | 0.108 | 2.105 | 0.043 | 0.160 | Supported | |
BMI→GIN→ENP | 0.347 | 0.206 | 0.206 | 3.043 | 0.034 | 0.278 | Supported | |
BMI→GIN→SP | 0.030 | 0.330 | 0.223 | 2.276 | 0.050 | 0.172 | Supported | |
Malaysia | CEIN→GIN→EP | 0.261 | 0.101 | 0.308 | 2.146 | 0.021 | 0.173 | Supported |
CEIN→GIN→ENP | 0.373 | 0.300 | 0.209 | 3.036 | 0.039 | 0.249 | Supported | |
CEIN→GIN→SP | 0.145 | 0.405 | 0.209 | 2.575 | 0.045 | 0.266 | Supported | |
BMI→GIN→EP | 0.182 | 0.202 | 0.114 | 2.147 | 0.039 | 0.161 | Supported | |
BMI→GIN→ENP | 0.191 | 0.200 | 0.214 | 3.037 | 0.056 | 0.239 | Supported | |
BMI→GIN→SP | 0.169 | 0.409 | 0.115 | 4.588 | 0.048 | 0.184 | Supported | |
China | CEIN→GIN→EP | 0.117 | 0.207 | 0.209 | 2.793 | 0.009 | 0.222 | Supported |
CEIN→GIN→ENP | 0.205 | 0.305 | 0.207 | 3.705 | 0.020 | 0.159 | Supported | |
CEIN→GIN→SP | 0.125 | 0.226 | 0.126 | 2.944 | 0.017 | 0.222 | Supported | |
BMI→GIN→EP | 0.238 | 0.204 | 0.121 | 3.813 | 0.003 | 0.132 | Supported | |
BMI→GIN→ENP | 0.227 | 0.203 | 0.202 | 2.389 | 0.008 | 0.071 | Supported | |
BMI→GIN→SP | 0.236 | 0.338 | 0.035 | 3.836 | 0.007 | 0.089 | Supported |
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Rehman, F.U.; Al-Ghazali, B.M.; Farook, M.R.M. Interplay in Circular Economy Innovation, Business Model Innovation, SDGs, and Government Incentives: A Comparative Analysis of Pakistani, Malaysian, and Chinese SMEs. Sustainability 2022, 14, 15586. https://doi.org/10.3390/su142315586
Rehman FU, Al-Ghazali BM, Farook MRM. Interplay in Circular Economy Innovation, Business Model Innovation, SDGs, and Government Incentives: A Comparative Analysis of Pakistani, Malaysian, and Chinese SMEs. Sustainability. 2022; 14(23):15586. https://doi.org/10.3390/su142315586
Chicago/Turabian StyleRehman, Fazal Ur, Basheer M. Al-Ghazali, and Mohamed Riyazi M. Farook. 2022. "Interplay in Circular Economy Innovation, Business Model Innovation, SDGs, and Government Incentives: A Comparative Analysis of Pakistani, Malaysian, and Chinese SMEs" Sustainability 14, no. 23: 15586. https://doi.org/10.3390/su142315586
APA StyleRehman, F. U., Al-Ghazali, B. M., & Farook, M. R. M. (2022). Interplay in Circular Economy Innovation, Business Model Innovation, SDGs, and Government Incentives: A Comparative Analysis of Pakistani, Malaysian, and Chinese SMEs. Sustainability, 14(23), 15586. https://doi.org/10.3390/su142315586