The Relationship between Innovation and the Performance of Small and Medium-Sized Businesses in the Industrial Sector: The Mediating Role of CSR
Abstract
:1. Introduction
2. Literature Review
3. Methodology
3.1. Sample
3.2. Variables Measurement
4. Results
4.1. Data Analysis
4.2. Measurement Model
4.3. Structural Model Assessment: Analysis of Direct Effects
4.4. The Mediation Analysis
4.5. Evaluation of the Predictive Validity Using Holdout Samples
5. Discussion
6. Conclusions
Author Contributions
Funding
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A. Questions Used in the Survey
CSR (Lee et al. 2012; Esparza-Aguilar and Fong 2019; Ikram et al. 2019; Adinata 2019; Devie et al. 2018; Caro and Salazar 2019; Agyemang and Ansong 2017) | |
Please evaluate from 1 (absolutely disagree) to 5 (absolutely agree) the following questions | |
csr1 | Is widely known by management and applied in company management |
csr2 | Means achieving social value as well as economic value |
csr3 | The company carries out its activities consuming less energy and other resources |
csr4 | Effective recycling measures exist |
csr5 | Priority to working with local suppliers and raw materials is given |
csr6 | Transparency when dealing with clients and suppliers has improved in recent years |
Innovation (Martínez-Ros and Labeaga 2009; Madrid-Guijarro et al. 2009) | |
Indicate if your company has made the following innovations in the last two years and, if so, indicate the degree of importance of each from 1 (minimum importance) to 5 (greatest importance) | |
inn1 | Changes or improvements in existing products/services |
inn2 | The launching of new products/services in the market |
inn3 | Changes or improvements in production processes |
inn4 | Acquisition of new property or equipment |
inn5 | New changes or improvements in organization and/or management |
inn6 | New changes or improvements in purchasing and/or procurement |
inn7 | New changes or improvements in commercial and/or sales |
Performance (Ruiz-Palomo et al. 2019; Úbeda-García et al. 2021; Martinez-Conesa et al. 2017) | |
In comparison with your competitors, please indicate your level of agreement with the following performance indicators of your company, from 1 (absolutely disagree) to 5 (absolutely agree) | |
per1 | Your company offers higher quality products |
per2 | You company has more efficient internal processes |
per3 | Your company has more satisfied customers |
per4 | Your company adapts earlier to changes in the market |
per5 | Your company is growing more |
per6 | Your company is more profitable |
per7 | Your company has more satisfied/motivated employees |
per8 | Your company has a lower absenteeism |
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Industrial Subsector | Total | Micro Companies | Small Companies | Medium Companies | ||||
---|---|---|---|---|---|---|---|---|
N | % | N | % | N | % | N | % | |
Food and beverage | 166 | 21.59% | 60 | 25.10% | 72 | 17.96% | 34 | 26.36% |
Textiles | 45 | 5.85% | 14 | 5.86% | 27 | 6.73% | 4 | 3.10% |
Wood and cork | 45 | 5.85% | 11 | 4.60% | 28 | 6.98% | 6 | 4.65% |
Paper, publishing, and printing | 62 | 8.06% | 24 | 10.04% | 29 | 7.23% | 9 | 6.98% |
Chemicals | 19 | 2.47% | 2 | 0.84% | 11 | 2.74% | 6 | 4.65% |
Manufacture of rubber and plastic products | 49 | 6.37% | 10 | 4.18% | 26 | 6.48% | 13 | 10.08% |
Other non-metallic minerals | 60 | 7.80% | 16 | 6.69% | 38 | 9.48% | 6 | 4.65% |
Basic and fabricated metals | 142 | 18.47% | 45 | 18.83% | 80 | 19.95% | 17 | 13.18% |
Machinery and equipment | 101 | 13.13% | 34 | 14.23% | 57 | 14.21% | 10 | 7.75% |
Electrical equipment, electronic, and optical | 14 | 1.82% | 3 | 1.26% | 7 | 1.75% | 4 | 3.10% |
Manufacture of motor vehicles | 28 | 3.64% | 7 | 2.93% | 6 | 1.50% | 15 | 11.63% |
Furniture | 38 | 4.94% | 13 | 5.44% | 20 | 4.99% | 5 | 3.88% |
TOTAL | 769 | 100% | 239 | 100% | 401 | 100% | 129 | 100% |
Mean | Loading | t-Student *** | α | ρA | ρC | AVE | |
---|---|---|---|---|---|---|---|
Innovation | 0.904 | 0.908 | 0.924 | 0.636 | |||
INNOV_1 | 3.163 | 0.766 | 34.239 | ||||
INNOV_2 | 2.778 | 0.716 | 29.487 | ||||
INNOV_3 | 3.157 | 0.829 | 53.795 | ||||
INNOV_4 | 3.108 | 0.786 | 39.096 | ||||
INNOV_5 | 2.880 | 0.814 | 46.774 | ||||
INNOV_6 | 2.785 | 0.834 | 55.482 | ||||
INNOV_7 | 2.685 | 0.831 | 52.311 | ||||
CSR | 0.847 | 0.861 | 0.886 | 0.565 | |||
CSR_1 | 3.732 | 0.715 | 25.331 | ||||
CSR_2 | 3.689 | 0.736 | 28.055 | ||||
CSR_3 | 3.697 | 0.701 | 26.167 | ||||
CSR_4 | 3.965 | 0.713 | 25.448 | ||||
CSR_5 | 3.944 | 0.804 | 48.995 | ||||
CSR_6 | 3.947 | 0.834 | 54.876 | ||||
Performance | 0.891 | 0.893 | 0.913 | 0.569 | |||
PERF_1 | 4.077 | 0.709 | 29.182 | ||||
PERF_2 | 3.899 | 0.751 | 33.596 | ||||
PERF_3 | 4.039 | 0.808 | 43.905 | ||||
PERF_4 | 3.971 | 0.780 | 37.696 | ||||
PERF_5 | 3.793 | 0.768 | 37.782 | ||||
PERF_6 | 3.702 | 0.768 | 37.528 | ||||
PERF_7 | 3.860 | 0.771 | 39.786 | ||||
PERF_8 | 3.956 | 0.673 | 24.973 |
Constructs | INNOVATION | CSR | PERFORMANCE |
---|---|---|---|
INNOVATION | 0.752 | 0.352 | 0.315 |
CSR | 0.317 | 0.797 | 0.595 |
PERFORMANCE | 0.524 | 0.285 | 0.755 |
Effect on Endogenous Variables | Direct Effect | T-Value | 95% Confidence Interval (bias-Corrected) | f2 | Explained Variance (%) | VIF | H | Supported |
---|---|---|---|---|---|---|---|---|
CSR | ||||||||
R2 = 0.101 Q2 = 0.387 | ||||||||
Innovation | 0.317 | 8.880 *** | [0.261–0.378] | 0.112 | 10.01 | 1.000 | H2a | YES |
Performance | ||||||||
R2 = 0.290 Q2 = 0.506 | ||||||||
Innovation | 0.132 | 3.837 *** | [0.077–0.189] | 0.022 | 3.76 | 1.112 | H1 | YES |
CSR | 0.482 | 15.550 *** | [0.432–0.535] | 0.294 | 25.25 | 1.112 | H2b | YES |
Effect of Innovation on Performance | Coefficient | t Value | 95% Confidence Interval | H | Supported | |
---|---|---|---|---|---|---|
(Point Estimate) | Lower | Upper | ||||
Total effect | 0.285 | 8.094 *** | 0.198 | 0.379 | ||
Direct effect | 0.132 | 3.837 *** | 0.077 | 0.189 | H1 | Yes |
Indirect effect via CSR | 0.153 | 2.718 *** | 0.121 | 0.190 | H2c | Yes |
VAF | 0.537 | |||||
IDR | 1.159 |
PLS | LM | PLS-LM | |||||||
---|---|---|---|---|---|---|---|---|---|
Construct | RMSE | MAE | Q2p | RMSE | MAE | Q2p | RMSE | MAE | Q2p |
CSR | 0.096 | ||||||||
Min. | 0.971 | 0.761 | 0.090 | 0.972 | 0.765 | 0.084 | −0.001 | −0.004 | 0.018 |
Max. | 0.814 | 0.620 | 0.025 | 0.819 | 0.631 | 0.019 | −0.009 | −0.011 | 0.001 |
Performance | 0.077 | ||||||||
Min. | 0.740 | 0.575 | 0.018 | 0.741 | 0.578 | 0.006 | −0.007 | −0.013 | 0.004 |
Max. | 0.891 | 0.686 | 0.068 | 0.897 | 0.686 | 0.061 | −0.001 | 0.000 | 0.015 |
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Becerra-Vicario, R.; Ruiz-Palomo, D.; León-Gómez, A.; Santos-Jaén, J.M. The Relationship between Innovation and the Performance of Small and Medium-Sized Businesses in the Industrial Sector: The Mediating Role of CSR. Economies 2023, 11, 92. https://doi.org/10.3390/economies11030092
Becerra-Vicario R, Ruiz-Palomo D, León-Gómez A, Santos-Jaén JM. The Relationship between Innovation and the Performance of Small and Medium-Sized Businesses in the Industrial Sector: The Mediating Role of CSR. Economies. 2023; 11(3):92. https://doi.org/10.3390/economies11030092
Chicago/Turabian StyleBecerra-Vicario, Rafael, Daniel Ruiz-Palomo, Ana León-Gómez, and José Manuel Santos-Jaén. 2023. "The Relationship between Innovation and the Performance of Small and Medium-Sized Businesses in the Industrial Sector: The Mediating Role of CSR" Economies 11, no. 3: 92. https://doi.org/10.3390/economies11030092
APA StyleBecerra-Vicario, R., Ruiz-Palomo, D., León-Gómez, A., & Santos-Jaén, J. M. (2023). The Relationship between Innovation and the Performance of Small and Medium-Sized Businesses in the Industrial Sector: The Mediating Role of CSR. Economies, 11(3), 92. https://doi.org/10.3390/economies11030092