Does Innovation Create Employment Indirectly through the Improvement Generated in the Company’s Economic and Financial Results?
Abstract
:1. Introduction
2. Theoretical Framework
Innovation, Business Performance, and Employment
3. Empirical Framework
3.1. Design of the Field Study
3.1.1. Number of Workers
3.1.2. Innovation
3.1.3. Indicators to Measure the Performance of New Companies
3.2. Multivariate Analysis
4. Results
4.1. Model Analysis
4.1.1. Model Adjustment Analysis
4.1.2. Evaluation of the Measurement Model
- (1)
- Individual item reliability.
- (2)
- Reliability of the construct of the scale or internal consistency.
- (3)
- Convergent validity.
- (4)
- Discriminant validity.
4.2. Analysis of the Structural Model
5. Discussion of Results
6. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Active Companies | Sample Significance | ||
---|---|---|---|
Sample | Population (SABI) | Confidence Level | Error |
120 | 805,588 | 95% | 8.95 |
Survey Question | Scale |
---|---|
What is the market share of your company? | 1–20% 21–40% 41–60% 61–80% 81–100% |
Has your company’s market share increased, decreased, or remained the same in the last 12 months? | 1 to 5-point Likert |
How many companies offer the same products or services to their customers? | 76–100% 51–75% 26–50% 1–25% 0% |
How old is your company’s technology? | over 5 years between 1 and 5 years less than a year |
Has any new or substantially improved product or service been launched in your company in the last 12 months? | 1 to 5-point Likert |
Has your company introduced new internal or significantly improved processes in the last 12 months—for example, for the production or provision of goods and services? | 1 to 5-point Likert |
How many employees are mainly engaged in research and development in your company? | 0% 1–25% 26–50% 51–75% 76–100% |
Variable | Scale | Average |
---|---|---|
No. employees variation | 1–5 | 3.33 |
Ln (no. workers) | 3.69 | |
Last no. employees | 74.09 | |
Market share | 1–5 | 1.63 |
Market share variation | 1–5 | 3.20 |
Level of competition | 1–5 | 3.12 |
Age of technology | 1–3 | 1.69 |
Product innovation | 1–5 | 3.46 |
Process innovation | 1–5 | 3.32 |
Operational income K€ last year | 14,599.33 € | |
Ordinary profit before tax K€ | 556.56 € | |
Results for the financial year K€ | 355.20 € | |
Equity K€ | 5636.34 € |
Saturated Model | Original Sample | 95% | 99% |
---|---|---|---|
SRMR | 0.067 | 0.085 | 0.099 |
d_ULS | 0.408 | 0.663 | 0.897 |
d_G | 0.267 | 0.780 | 1.283 |
Analysis | Parameter | Values Higher Than | Justification |
---|---|---|---|
Individual reliability | Loadings | 0.4 | Hair et al. (2014) [42] |
Construct reliability | Cronbach’s Alpha | 0.7 | Nunnally and Bernstein (1994) [43] |
rho_A | 0.7 | Dijkstra and Henseler (2015) [44] | |
Composite Reliability | 0.7 | Nunnally and Bernstein (1994) [43] | |
Convergent validity | Average variance extracted | 0.5 | Fornell and Larcker (1981) [45] |
Discriminant validity | Compares the average variance extracted with the correlations between constructs | Average variance extracted > Correlations | Barclay et al. (1995); Henseler et al. (2009); Hair et al. (2011) [46,47,48] |
Heterotrait-monotrait (HTMT) Ratio | <0.85 | Henseler et al. (2015; 2016) [41,49] |
Cronbach’s Alpha | rho_A | Composite Reliability | Average Variance Extracted | |
---|---|---|---|---|
Econ. and Fin. Perf. | 0.810 | 0.812 | 0.874 | 0.635 |
Employment | 0.831 | 0.900 | 0.894 | 0.739 |
Innovation | 0.720 | 0.878 | 0.821 | 0.607 |
Econ. and Fin. Perf. | Employment | |
---|---|---|
Econ. and Fin. Perf. | ||
Employment | 0.724 | |
Innovation | 0.324 | 0.469 |
Original Sample | T Statistics | P Values | 5.0% | 95.0% | |
---|---|---|---|---|---|
Innov → Econ. and Fin. Perf. | 0.290 | 3.449 | 0.001 | 0.034 | 0.413 |
Econ. and Fin. Perf. → Employment | 0.590 | 4.866 | 0.000 | 0.280 | 0.758 |
H1 Indirect Effect Innov→ Employment | 0.171 | 133.242 | 0.000 | 0.055 | 0.298 |
H2 Direct Effect Innov→ Employment | 0.248 | 3.449 | 0.008 | 0.069 | 0.421 |
Relationship | R2 | Q2 | Path | Correlation | Explained Variance |
---|---|---|---|---|---|
Innovation → Performance | 0.290 | 0.290 | 8.41% | ||
Performance | 0.084 | 0.026 | |||
Performance → Employment | 0.590 | 0.662 | 39.06% | ||
H2. Direct Effect Innovation→ Employment | 0.248 | 0.419 | 10.39% | ||
Employment | 0.494 | 0.272 | |||
H1. Indirect Effect Innov→ Employment | 0.171 | 40.80% |
Indicator | Employment Performance |
---|---|
Innovation—New Products or services last year | 61.458 |
Innovation—New Processes in the last year | 57.990 |
Innovation—Market share variation in the last year | 54.897 |
Performance—Result of the last financial year in billion EUR | 57.954 |
Performance—Ordinary result before Tax last year thousand EUR | 50.070 |
Performance—Equity in thousands EUR in the last year | 8.104 |
Performance—Operating income in thousands EUR in the last year | 7.153 |
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Fernández-Portillo, A.; Ramos-Vecino, N.; Calzado-Barbero, M.; Robina-Ramírez, R. Does Innovation Create Employment Indirectly through the Improvement Generated in the Company’s Economic and Financial Results? Systems 2023, 11, 381. https://doi.org/10.3390/systems11080381
Fernández-Portillo A, Ramos-Vecino N, Calzado-Barbero M, Robina-Ramírez R. Does Innovation Create Employment Indirectly through the Improvement Generated in the Company’s Economic and Financial Results? Systems. 2023; 11(8):381. https://doi.org/10.3390/systems11080381
Chicago/Turabian StyleFernández-Portillo, Antonio, Nuria Ramos-Vecino, María Calzado-Barbero, and Rafael Robina-Ramírez. 2023. "Does Innovation Create Employment Indirectly through the Improvement Generated in the Company’s Economic and Financial Results?" Systems 11, no. 8: 381. https://doi.org/10.3390/systems11080381
APA StyleFernández-Portillo, A., Ramos-Vecino, N., Calzado-Barbero, M., & Robina-Ramírez, R. (2023). Does Innovation Create Employment Indirectly through the Improvement Generated in the Company’s Economic and Financial Results? Systems, 11(8), 381. https://doi.org/10.3390/systems11080381