Knowledge Management in Relation to Innovation and Its Effect on the Sustainability of Mexican Tourism Companies
Abstract
:1. Introduction
2. Literature Review and Hypothesis Development
2.1. Knowledge Management and Sustainability
2.2. Knowledge Management and Innovation
2.3. Innovation and Sustainability
3. Materials and Methods
3.1. Participants and Questionnaire
3.2. Construct Measurement
4. Results
4.1. Collinearity
4.2. Coefficient of Determination (R²) and R² Adjusted
4.3. The Test of Q² (Stone–Geisser)
4.4. Standardized Root Mean Square Residual (SRMR)
4.5. Effect Size (f²)
4.6. Structural Model and Hypothesis Test
5. Discussion and Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Evaluation of the Reflective Measurement Model |
---|
|
Evaluation Structural Model |
|
Convergent Validity | Internal Consistency | ||||
---|---|---|---|---|---|
Construct (Indicators) | Load Factor (λ) | Reliability of the Indicator | Average Variance Extracted (AVE) | Composite Reliability (FC) | Cronbach’s Alpha (α) |
Knowledge management | 0.570 | 0.869 | 0.811 | ||
Employees come up with new ideas and knowledge | 0.738 | 0.754 | |||
The company learns from the environment by being attentive to change | 0.716 | 0.716 | |||
Activities are carried out in the company to convert knowledge into action plans | 0.777 | 0.761 | |||
Everyone is informed of the company’s performance | 0.743 | 0.753 | |||
New ideas from employees are presented to others in the company | 0.781 | 0.789 | |||
Sustainability | 0.901 | 0.922 | 0.628 | ||
Employees are well remunerated | 0.760 | 0.789 | |||
There is concern for the health of its employees | 0.694 | 0.704 | |||
Employees are provided with benefits in addition to those provided by law | 0.776 | 0.749 | |||
Employees are provided with training and development | 0.776 | 0.762 | |||
Innovation | 0.743 | 0.838 | 0.565 | ||
Employee initiatives to create new ideas are recognized | 0.744 | 0.754 | |||
Employee creativity is encouraged | 0.786 | 0.791 | |||
New ways of achieving success are constantly being created | 0.808 | 0.805 | |||
Improving products, work processes, and ideas that have been implemented over time | 0.805 | 0.783 | |||
Correct mistakes and turn them into opportunities to improve processes, services, or products | 0.832 | 0.828 | |||
New ways of working are generated in order to compete | 0.804 | 0.805 | |||
Innovate to achieve company growth | 0.776 | 0.779 |
Knowledge Management | Innovation | Sustainability | |
---|---|---|---|
Knowledge management | 0.755 | ||
Innovation | 0.538 | 0.792 | |
Sustainability | 0.704 | 0.504 | 0.751 |
Knowledge Management | Innovation | Sustainability | |
---|---|---|---|
Indicator 1 | 0.754 | 0.445 | 0.540 |
Indicator 2 | 0.716 | 0.344 | 0.506 |
Indicator 3 | 0.761 | 0.420 | 0.473 |
Indicator 4 | 0.753 | 0.402 | 0.557 |
Indicator 5 | 0.789 | 0.415 | 0.575 |
Indicator 6 | 0.612 | 0.436 | 0.789 |
Indicator 7 | 0.460 | 0.433 | 0.704 |
Indicator 8 | 0.478 | 0.314 | 0.749 |
Indicator 9 | 0.548 | 0.325 | 0.762 |
Indicator 10 | 0.452 | 0.754 | 0.395 |
Indicator 11 | 0.430 | 0.791 | 0.414 |
Indicator 12 | 0.430 | 0.805 | 0.409 |
Indicator 13 | 0.373 | 0.783 | 0.343 |
Indicator 14 | 0.415 | 0.828 | 0.390 |
Indicator 15 | 0.433 | 0.805 | 0.409 |
Indicator 16 | 0.440 | 0.779 | 0.421 |
Knowledge Management | Innovation | Sustainability | |
---|---|---|---|
Knowledge management | |||
Innovation | 0.626 | ||
Sustainability | 0.896 | 0.610 |
Construct | Knowledge Management | Innovation | Sustainability |
---|---|---|---|
Knowledge management | 1.000 | 1.407 | |
Innovation | 1.407 | ||
Sustainability |
Construct | R² |
R² Adjusted | Q² | SRMR |
---|---|---|---|---|
Knowledge management | 0.069 | |||
Innovation | 0.289 | 0.288 | 0.168 | |
Sustainability | 0.518 | 0.516 | 0.272 |
Construct | Knowledge Management | Innovation | Sustainability |
---|---|---|---|
Knowledge management | 0.407 | 0.548 | |
Innovation | 0.046 | ||
Sustainability |
Hypothesis |
Path Coefficients β | T Score | p Value | Accepted/Rejected |
---|---|---|---|---|
H1. KM → SUS | 0.609 | 14.918 | 0.000 | Accepted |
H2. KM → INN | 0.538 | 12.339 | 0.000 | Accepted |
H3. INN → SUS | 0.176 | 3.695 | 0.000 | Accepted |
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Ochoa-Jiménez, S.; Leyva-Osuna, B.A.; Jacobo-Hernández, C.A.; García-García, A.R. Knowledge Management in Relation to Innovation and Its Effect on the Sustainability of Mexican Tourism Companies. Sustainability 2021, 13, 13790. https://doi.org/10.3390/su132413790
Ochoa-Jiménez S, Leyva-Osuna BA, Jacobo-Hernández CA, García-García AR. Knowledge Management in Relation to Innovation and Its Effect on the Sustainability of Mexican Tourism Companies. Sustainability. 2021; 13(24):13790. https://doi.org/10.3390/su132413790
Chicago/Turabian StyleOchoa-Jiménez, Sergio, Beatriz Alicia Leyva-Osuna, Carlos Armando Jacobo-Hernández, and Alma Rocío García-García. 2021. "Knowledge Management in Relation to Innovation and Its Effect on the Sustainability of Mexican Tourism Companies" Sustainability 13, no. 24: 13790. https://doi.org/10.3390/su132413790
APA StyleOchoa-Jiménez, S., Leyva-Osuna, B. A., Jacobo-Hernández, C. A., & García-García, A. R. (2021). Knowledge Management in Relation to Innovation and Its Effect on the Sustainability of Mexican Tourism Companies. Sustainability, 13(24), 13790. https://doi.org/10.3390/su132413790