Submitted:
23 April 2026
Posted:
24 April 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
1.1. Objectives
1.2. Conceptual Framework
1.2.1. Direct Effect Hypotheses
1.2.2. Mediating Effect Hypotheses
1.2.3. Moderating Effect Hypotheses
1.2.4. Multi-Group Hypothesis
1.3. Research Framework
2. Materials and Methods
2.1. Research Design
2.2. Population and Sample
2.3. Research Instruments
| Construct | Code | Statement |
|---|---|---|
| Entrepreneurship Education Quality (EEQ) | EEQ1 | Entrepreneurship courses provide practical knowledge relevant to real business contexts |
| EEQ2 | The entrepreneurship curriculum enhances my ability to solve business-related problems | |
| EEQ3 | Teaching methods emphasize experiential and project-based learning | |
| EEQ4 | Entrepreneurship education encourages me to apply theory to real business practice | |
| EEQ5 | University support strengthens the effectiveness of entrepreneurship education | |
| EEQ6 | Entrepreneurship education is relevant to local economic and tourism contexts | |
| EEQ7 | Entrepreneurship courses improve my ability to work in interdisciplinary teams | |
| EEQ8 | Entrepreneurship education enhances my problem-solving skills through real projects | |
| EEQ9 | Guest lectures and industry involvement enrich entrepreneurship learning | |
| EEQ10 | Assessment methods reflect real entrepreneurial challenges | |
| Entrepreneurial Self-Efficacy (ESE) | ESE1 | I am confident in my ability to identify promising business opportunities |
| ESE2 | I believe I can make effective decisions in uncertain business situations | |
| ESE3 | I am capable of developing products or services that can compete in the market | |
| ESE4 | I am confident in managing business risks | |
| ESE5 | I believe I can build and maintain professional business networks | |
| ESE6 | I am confident in managing the financial aspects of a business | |
| ESE7 | I believe I can lead a business team effectively | |
| ESE8 | I am confident in marketing products or services | |
| ESE9 | I can handle failure and learn from business mistakes | |
| ESE10 | I believe I can sustain a business in competitive conditions | |
| Innovation Capability (INC) | INC1 | I am able to generate creative and innovative business ideas |
| INC2 | I am capable of developing new or improved products and services | |
| INC3 | I can quickly adapt my ideas to changes in the market | |
| INC4 | I am able to use digital technologies to support business innovation | |
| INC5 | I can modify business ideas based on customer needs | |
| INC6 | I can combine existing ideas into innovative business solutions | |
| INC7 | I actively seek new technologies to improve business performance | |
| INC8 | I can experiment with new business models | |
| INC9 | I am able to collaborate with others to generate innovation | |
| INC10 | I continuously evaluate and refine innovative ideas | |
| Entrepreneurial Intention (EIN) | EIN1 | I intend to start my own business after completing my studies |
| EIN2 | I actively seek information about business opportunities | |
| EIN3 | I prefer becoming an entrepreneur rather than being an employee | |
| EIN4 | I plan to establish a business within the next few years | |
| EIN5 | I am willing to take risks in order to become an entrepreneur | |
| EIN6 | I am determined to become an entrepreneur despite challenges | |
| EIN7 | I often imagine myself running my own business | |
| EIN8 | I am preparing myself to start a business in the future | |
| EIN9 | I am committed to pursuing an entrepreneurial career | |
| EIN10 | I see entrepreneurship as my long-term career goal | |
| Tourism Development Orientation (TDO) | TDO1 | I am interested in developing a business related to the tourism sector |
| TDO2 | I see tourism as a sector with strong entrepreneurial opportunities | |
| TDO3 | My education supports my interest in tourism-based entrepreneurship | |
| TDO4 | I perceive local tourism potential as a viable business opportunity | |
| TDO5 | I am motivated to contribute to local economic development through tourism entrepreneurship | |
| TDO6 | Tourism entrepreneurship can improve community welfare | |
| TDO7 | I am interested in sustainable tourism business development | |
| TDO8 | I want to preserve local culture through tourism entrepreneurship | |
| TDO9 | Tourism entrepreneurship can create employment opportunities | |
| TDO10 | I see tourism as a driver of regional economic growth |
2.4. Data Collection Procedures
2.5. Data Analysis Techniques
3. Results
3.1. Respondent Demographics
| Category | Sub-category | Frequency (n) | Percentage (%) |
|---|---|---|---|
| Gender | Male | 151 | 43% |
| Female | 197 | 57% | |
| Age | < 19 years | 98 | 28% |
| 19-22 years | 194 | 56% | |
| > 22 years | 56 | 16% | |
| Field of Study | Education | 12 | 3% |
| Economics/Business | 30 | 9% | |
| Tourism/Hospitality | 306 | 88% | |
| University | Universitas Negeri Padang (Indonesia) | 201 | 58% |
| Universidade Nacional Timor Lorosa’e (Timor-Leste) | 147 | 42% | |
| Entrepreneurship Course Experience | Have taken entrepreneurship courses | 308 | 89% |
| Have not taken entrepreneurship courses | 40 | 11% | |
| Entrepreneurial Experience | Have business experience | 97 | 28% |
| No business experience | 251 | 72% |
3.2. Measurement Model Assessment
3.3. Structural Model Assessment
| Relationship | f2 | Interpretation |
|---|---|---|
| EEQ → ESE | 0.379 | Medium to Large |
| ECE × EEQ → ESE | 0.068 | Small |
| ESE → INC | 0.631 | Large |
| EEQ → EIN | 0.012 | Negligible (No Effect) |
| ESE → EIN | 0.184 | Small to Medium |
| INC → EIN | 0.256 | Medium |
| EEQ → TDO | 0.009 | Negligible (No Effect) |
| INC → TDO | 0.142 | Small |
| EIN → TDO | 0.487 | Medium to Large |
| EE × INC → EIN | 0.015 | Negligible (No Effect) |
3.4. Multi-Group Analysis (PLS-MGA)
| Path | Indonesia (UNP) | Timor-Leste (UNTL) | Difference | p-value | Interpretation |
|---|---|---|---|---|---|
| EEQ → ESE | 0.487 | 0.562 | -0.075 | 0.312 | Slightly stronger in Timor-Leste, but not significant; education may play a more foundational role in emerging economies |
| ESE → INC | 0.512 | 0.458 | 0.054 | 0.267 | Slightly stronger in Indonesia, but not significant |
| INC → EIN | 0.589 | 0.521 | 0.068 | 0.198 | Stronger in Indonesia, reflecting more mature innovation ecosystem |
| EIN → TDO | 0.678 | 0.545 | 0.133 | 0.042 | Significantly stronger in Indonesia; tourism sector more established |
| EEQ → EIN | 0.087 | 0.121 | -0.034 | 0.412 | Both non-significant; full mediation confirmed in both groups |
| EEQ → TDO | 0.065 | 0.098 | -0.033 | 0.445 | Both non-significant; full mediation confirmed in both groups |
| EEQ → ESE → INC | 0.249 | 0.257 | -0.008 | 0.489 | Consistent mediation across groups |
| ESE → INC → EIN | 0.302 | 0.239 | 0.063 | 0.234 | Consistent mediation; slightly stronger in Indonesia |
| INC → EIN → TDO | 0.399 | 0.284 | 0.115 | 0.078 | Marginally significant; merits further investigation |
| ECE × EEQ → ESE | 0.189 | 0.123 | 0.066 | 0.156 | Stronger in Indonesia, but not significant |
| EE × INC → EIN | 0.045 | 0.089 | -0.044 | 0.398 | Both non-significant; no moderation in either group |
3.5. Fuzzy-Set Qualitative Comparative Analysis (fsQCA)
| Configuration | EEQ | ESE | INC | EIN | Raw Consistency | Outcome |
|---|---|---|---|---|---|---|
| 1 | 1 | 1 | 1 | 1 | 0.94 | High TDO |
| 2 | 1 | 1 | 1 | 0 | 0.87 | High TDO |
| 3 | 1 | 1 | 0 | 1 | 0.85 | High TDO |
| 4 | 1 | 0 | 1 | 1 | 0.82 | High TDO |
| 5 | 0 | 1 | 1 | 1 | 0.78 | High TDO |
| 6 | 1 | 1 | 0 | 0 | 0.65 | Low TDO |
| 7 | 0 | 0 | 0 | 0 | 0.25 | Low TDO |
4. Discussion
4.1. Summary of Key Findings
4.2. Direct Effects Discussion
4.3. Mediating Effects Discussion
4.4. Moderating Effects Discussion
4.5. Multi-Group Discussion
4.6. Theoretical Implications
4.7. Practical Implications
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
References
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| Construct | Cronbach's Alpha | rho_A | CR | AVE |
|---|---|---|---|---|
| EEQ | 0.874 | 0.881 | 0.906 | 0.615 |
| ESE | 0.891 | 0.895 | 0.918 | 0.652 |
| INC | 0.885 | 0.889 | 0.912 | 0.634 |
| EIN | 0.912 | 0.915 | 0.931 | 0.693 |
| TDO | 0.901 | 0.904 | 0.923 | 0.667 |
| Construct | EEQ | ESE | INC | EIN | TDO |
|---|---|---|---|---|---|
| EEQ | - | ||||
| ESE | 0.684 | - | |||
| INC | 0.652 | 0.721 | - | ||
| EIN | 0.593 | 0.638 | 0.702 | - | |
| TDO | 0.512 | 0.547 | 0.588 | 0.745 | - |
| Hyp. | Path | Original Sample (O) | T Statistics | P Values | 95% CI (LL, UL) | Sig. | Decision |
|---|---|---|---|---|---|---|---|
| Direct Effect | |||||||
| H1 | EEQ → ESE | 0.524 | 8.234 | 0 | (0.412, 0.636) | *** | Supported |
| H2 | ESE → INC | 0.487 | 7.891 | 0 | (0.378, 0.596) | *** | Supported |
| H3 | INC → EIN | 0.556 | 9.123 | 0 | (0.445, 0.667) | *** | Supported |
| H4 | EIN → TDO | 0.612 | 10.456 | 0 | (0.501, 0.723) | *** | Supported |
| H5 | EEQ → EIN | 0.103 | 1.412 | 0.158 | (-0.041, 0.247) | ns | Not Supported |
| H6 | EEQ → TDO | 0.082 | 1.123 | 0.262 | (-0.062, 0.226) | ns | Not Supported |
| Mediating Effects | |||||||
| H7 | EEQ → ESE → INC | 0.255 | 5.678 | 0 | (0.167, 0.343) | *** | Supported |
| H8 | ESE → INC → EIN | 0.271 | 6.123 | 0 | (0.185, 0.357) | *** | Supported |
| H9 | INC → EIN → TDO | 0.34 | 7.456 | 0 | (0.251, 0.429) | *** | Supported |
| Moderating Effects | |||||||
| H10 | ECE × EEQ → ESE | 0.156 | 2.987 | 0.003 | (0.054, 0.258) | ** | Supported |
| H11 | EE × INC → EIN | 0.068 | 1.245 | 0.213 | (-0.039, 0.175) | ns | Not Supported |
| Dependent Variable | R2 | Adjusted R2 | Interpretation |
|---|---|---|---|
| Entrepreneurial Self-Efficacy (ESE) | 0.275 | 0.268 | Moderate |
| Innovation Capability (INC) | 0.387 | 0.381 | Moderate |
| Entrepreneurial Intention (EIN) | 0.524 | 0.518 | Substantial |
| Tourism Development Orientation (TDO) | 0.612 | 0.608 | Substantial |
| Condition | Consistency | Coverage | Status |
|---|---|---|---|
| EIN | 0.89 | 0.81 | Not necessary (approaching) |
| INC · EIN | 0.91 | 0.84 | Necessary |
| ESE · EIN | 0.9 | 0.83 | Necessary (marginal) |
| EEQ · EIN | 0.87 | 0.8 | Not necessary |
| INC | 0.85 | 0.76 | Not necessary |
| ESE | 0.82 | 0.74 | Not necessary |
| EEQ | 0.78 | 0.72 | Not necessary |
| Config. | Condition | Raw Consistency | PRI Consistency | Raw Coverage | Unique Coverage | Interpretation |
|---|---|---|---|---|---|---|
| C1 | EEQ · ESE · INC · EIN | 0.94 | 0.91 | 0.42 | 0.18 | Full model: all conditions present |
| C2 | EEQ · ESE · INC · ~EIN | 0.87 | 0.82 | 0.35 | 0.12 | Innovation pathway without intention |
| C3 | EEQ · ESE · ~INC · EIN | 0.85 | 0.79 | 0.31 | 0.1 | Intention pathway without innovation |
| C4 | EEQ · ~ESE · INC · EIN | 0.82 | 0.75 | 0.28 | 0.08 | Education and innovation pathway |
| C5 | ~EEQ · ESE · INC · EIN | 0.78 | 0.71 | 0.25 | 0.06 | Experiential pathway without formal education |
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