Submitted:
11 February 2023
Posted:
16 February 2023
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Abstract
Keywords:
1. Introduction
2. Theoretical and Hypothesis
2.1. Entrepreneurship education
2.1.1. Entrepreneurial learning
2.1.2. Entrepreneurial Inspiration
2.1.3. Entrepreneurial incubation resources
2.2. Entrepreneurial efficacy
3. Research Design
3.1. Research subjects
3.2. Questionnaire Development
4. Results analysis
4.1. Exploratory factor analysis
4.2. Validation Factor Analysis
4.3. Correlation Analysis
4.4. Structural Model Analysis
4.5. Analysis of the mediating effect
| Mediating Effect | Learning | Inspiration | Incubation Resources |
Self-efficacy | |
|---|---|---|---|---|---|
| Self-efficacy | Direct effects | 0.367(0.471)** <0.005> |
0.199(0.253)** <0.013> |
0.024(0.029) <0.631> |
- |
| Indirect effects | - | - | - | - | |
| Total effects | 0.367(0.471)** <0.005> |
0.199(0.253)** <0.013> |
0.024(0.029) <0.631> |
- | |
| Intentions | Direct effects | 0.271(0.347)** <0.002> |
0.108(0.137)** <0.015> |
0.097(0.115)** <0.007> |
0.385(0.383)** <0.014> |
| Indirect effects | 0.141(0.180)** <0.013> |
0.077(0.097)*** <0.014> |
0.009(0.011) <0.597> |
- | |
| Total effects | 0.412(0.527)** <0.003> |
0.185(0.234)** <0.034> |
0.106(0.126)** <0.009> |
0.385(0.383)** <0.014> |
|
| Intermediary Effects | Direct Effects | Sense of Entrepreneurial Efficacy < Indirect Effect | Total Effect |
Type of Intermediation |
|---|---|---|---|---|
| Learning → Intentions | 0.271 | 0.141 (0.367*0.385) |
0.412 | Selected Agents |
| Inspiration → Intentions | 0.108 | 0.077 (0.199*0.385) |
0.185 | Partial Agency |
| Incubation resources → Intentions | 0.097 | - | 0.097 | No agent |
5. Conclusions and Implications
5.1 Conclusions
5.2 Implications
5.3 Limitations
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Variables | Questionnaire items | Loadings | Cronbach's Alpha |
|---|---|---|---|
| Entrepreneurial Intentions |
I will try my best to start and run my business. | 0.672 | 0.848 |
| I'm very confident about starting my own business. | 0.824 | ||
| My career goal is to become an entrepreneur. | 0.746 | ||
| I have very seriously thought in starting a business. | 0.777 | ||
| Entrepreneurship Education Learning |
Increase your understanding of the attitudes, values and motivation of entrepreneurs. | 0.785 | 0.880 |
| Increase your understanding of the actions someone has to take in order to start a business. | 0.784 | ||
| Enhance your practical management skills in order to start a business. | 0.808 | ||
| Enhance your ability to identify an opportunity. | 0.767 | ||
| Entrepreneurship Education Inspiration |
To what extent did the views of a professorr changed drastically your "heart and mind and made you to consider becoming an entrepreneur. | 0.798 | 0.834 |
| To what extent did the views of a visiting entrepreneur changed drastically your "heart and mind" and made you to consider becoming an entrepreneur. | 0.768 | ||
| To what extent did the views of the chassmates changed drastically your "heart and mind" and made you to consider becoming an entrepreneur. | 0.728 | ||
| To what extent did the views of an external speaker changed drastically your "heart and mind" and made you to consider becoming an entrepreneur. | 0.802 | ||
| Entrepreneurship Education: Incubation Resources |
Classmates for building a team. | 0.875 | 0.872 |
| Networking events. | 0.849 | ||
| Enhance probality to access physical space for entrepreneurship | 0.840 | ||
| Enhance probality to access seed fund for entrepreneurship. | 0.794 | ||
| Entrepreneurial Self-efficacy | I can tolerate unexpected changes in business conditions. | 0.661 | 0.872 |
| I can react quickly to take advantage of business opportunities. | 0.796 | ||
| I can originate new business ideas and products. | 0.858 | ||
| I can develop a well-conceived plan and presentation to potential investors. | 0.801 | ||
| Note:1)KMO=0.895; 2)Bartlett=6961.981; 3)Sig.=.000; 4)df=190 | |||
| Variable | Codes | Standardized Estimates | Standard Deviation |
CR | AVE |
|---|---|---|---|---|---|
| Entrepreneurial Intentions |
EI1 | 0.760 | 0.285 | 0.928 | 0.763 |
| EI2 | 0.829 | 0.147 | |||
| EI3 | 0.837 | 0.205 | |||
| EI4 | 0.828 | 0.185 | |||
| Entrepreneurship Education Learning |
EDUL1 | 0.702 | 0.25 | 0.912 | 0.725 |
| EDUL2 | 0.594 | 0.176 | |||
| EDUL3 | 0.802 | 0.212 | |||
| EDUL4 | 0.820 | 0.181 | |||
|
Entrepreneurship Education Inspiration |
EDUI1 | 0.660 | 0.209 | 0.839 | 0.567 |
| EDUI2 | 0.642 | 0.308 | |||
| EDUI3 | 0.716 | 0.504 | |||
| EDUI4 | 0.594 | 0.288 | |||
| Entrepreneurship Education: Incubation Resources |
EDUC1 | 0.609 | 0.294 | 0.905 | 0.710 |
| EDUC2 | 0.700 | 0.249 | |||
| EDUC3 | 0.972 | 0.215 | |||
| EDUC4 | 0.871 | 0.288 | |||
| Entrepreneurial Self-efficacy |
ESE1 | 0.651 | 0.375 | 0.882 | 0.653 |
| ESE2 | 0.565 | 0.235 | |||
| ESE4 | 0.636 | 0.129 | |||
| ESE5 | 0.721 | 0.147 |
| Variable | Mean | SD | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|---|
| Intentions | 3.667 | 0.594 | 1 | ||||
| Learning | 3.651 | 0.662 | .530** | 1 | |||
| Inspiration | 3.224 | 0.744 | .408** | .454** | 1 | ||
| Incubation resources | 3.860 | 0.719 | .245** | .190** | .214** | 1 | |
| Self-efficacy | 3.729 | 0.678 | .550** | .505** | .425** | .155** | 1 |
| Indicators | CMIN/DF | RMSEA | NFI | RFI | TLI | CFI | IFI |
|---|---|---|---|---|---|---|---|
| Actual values | 4.471 | 0.075 | 0.897 | 0.879 | 0.904 | 0.917 | 0.918 |
| Reference value | 3~5 | <0.1 | 0.8~0.9 | ||||
| Ideal value | <2 | <0.01 | >0.9 | >0.9 | >0.9 | The closer to 1, the better the fit |
|
| Path | Estimate | S.E. | C.R | P-Value | Results |
|---|---|---|---|---|---|
| H1a Learning→Intentions | 0.271 | 0.038 | 7.151 | *** | Support |
| H2a Learning→Self-efficacy | 0.367 | 0.038 | 9.628 | *** | Support |
| H1b Inspiration→Intentions | 0.108 | 0.033 | 3.276 | 0.01 | Support |
| H2b Inspiration→Self-efficacy | 0.199 | 0.035 | 5.651 | *** | Support |
| H1c Incubation resources→Intentions | 0.097 | 0.032 | 2.997 | 0.03 | Support |
| H2c Incubation resources→Self-efficacy | 0.024 | 0.034 | 0.709 | 0.478 | Not Supported |
| H4 Self-efficacy→Intentions | 0.385 | 0.054 | 7.141 | *** | Support |
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