How Entrepreneurial Self-Efficacy Promotes Part-Time Entrepreneurial Behavior: The Moderating Role of Entrepreneurial Resources
Abstract
:1. Introduction
2. Theoretical Foundation and Literature Review
2.1. Theoretical Foundation
2.2. Literature Review
3. Hypotheses and Model
3.1. ESE and EPEB
3.2. ESE and SPEB
3.3. The Moderating Role of ERs
4. Data and Methodology
4.1. Research Sample
4.2. Variable Design
4.2.1. Dependent Variable—Part-Time Entrepreneurial Behavior (PEB)
4.2.2. Independent Variable—Entrepreneurial Self-Efficacy (ESE)
4.2.3. Moderating Variable—Entrepreneurial Resources (ERs)
5. Empirical Tests
5.1. Pre-Empirical Tests
5.2. Descriptive Statistics and Correlation Analysis
5.3. Direct Effect of ESE
5.4. Moderating Effect of ERs
6. Discussions
6.1. The Dual Direct Effect of ESE
6.2. The Moderating Effect of ERs
7. Conclusions and Implications
7.1. Conclusions
7.2. Implications
7.2.1. Theoretical Implications
7.2.2. Practical Implications
8. Research Limitations
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Schulz, M.; Urbig, D.; Procher, V. Hybrid Entrepreneurship and Public Policy: The Case of Firm Entry Deregulation. J. Bus. Ventur. 2016, 31, 272–286. [Google Scholar] [CrossRef]
- Folta, T.B.; Frédéric, D.; Karl, W. Hybrid Entrepreneurship. Manag. Sci. 2010, 56, 253–269. [Google Scholar] [CrossRef]
- Petrova, K. Part-time Entrepreneurship, Learning and Ability. J. Manag. Policy Pract. 2011, 12, 64–75. [Google Scholar]
- Wang, M.M. The Impact of Job Security on Part-Time/Full-Time Entrepreneurial Intentions; Suzhou University: Suzhou, China, 2019. [Google Scholar]
- Zhang, Y. Research on the Impact of Career Adaptability on Part-Time Entrepreneurship Intention: A Dual Mediation Path Based on Job Insecurity and Entrepreneurial Opportunity Identification; Shandong University of Finance and Economics: Jinan, China, 2019. [Google Scholar]
- Nordström, C.; Sirén, C.A.; Thorgren, S.; Wincent, J. Passion in hybrid entrepreneurship: The Impact of Entrepreneurial Teams and Tenure. Balt. J. Manag. 2016, 11, 167–186. [Google Scholar] [CrossRef]
- Stewart, W.H.; Peake, W.O.; Ingram, A.E. The interplay of core self-evaluation and entrepreneurial self-efficacy in predicting entrepreneurial orientation. J. Small Bus. Manag. 2021, 5, 1–29. [Google Scholar] [CrossRef]
- Petrova, K. Part-Time Entrepreneurship and Wealth Effects: New Evidence from the panel Study of Entrepreneurial Dynamics. In Proceedings of the 50th ICSB Conference, Washington, DC, USA, 15–18 June 2005; Volume 6, pp. 15–18. [Google Scholar]
- Cruz-Sandoval, M.; Vázquez-Parra, J.C.; Alonso-Galicia, P.E.; Carlos-Arroyo, M. Perceived Achievement of Social Entrepreneurship Competency: The Influence of Age, Discipline, and Gender Among Women in Higher Education. Sustainability 2023, 15, 9956. [Google Scholar] [CrossRef]
- Viljamaa, A.; Varamäki, E.; Sanna, J. Best of Both Worlds? Persistent Hybrid Entrepreneurship. J. Enterprising Cult. 2017, 25, 339–359. [Google Scholar] [CrossRef]
- Petrova, K. Part-Time Entrepreneurship and Financial Constraints: Evidence from The Panel Study of Entrepreneurial Dynamics. Small Bus. Econ. 2012, 39, 473–493. [Google Scholar] [CrossRef]
- Sun, X.J.; Duan, J.Y.; Tian, X.M. A Review and Prospects of Research on Part-time Entrepreneurship Abroad. Foreign Econ. Manag. 2014, 36, 61−70+81. [Google Scholar]
- Ayad, T.; Sobaih, A.E.E.; Elshaer, I.A. University Incubator Support and Entrepreneurial Intention Among Tourism Graduates: Mediating Role of Personal Attitude. Sustainability 2022, 14, 16045. [Google Scholar] [CrossRef]
- Thorgren, S.; Nordström, C.; Wincent, J. Hybrid Entrepreneurship: The Importance of Passion. Balt. J. Manag. 2014, 9, 314–329. [Google Scholar] [CrossRef]
- Huo, H.; Li, Q. Influencing Factors of the Continuous Use of a Knowledge Payment Platform—Fuzzy-Set Qualitative Comparative Analysis Based on Triadic Reciprocal Determinism. Sustainability 2022, 14, 3696. [Google Scholar] [CrossRef]
- Bandura, A. Social Learning Theory. Scotts Val. 1977, 1, 33–52. [Google Scholar]
- Bandura, A. Temporal dynamics and decomposition of reciprocal determinism: A reply to Phillips and Orton. Psychol. Rev. 1983, 90, 166–170. [Google Scholar] [CrossRef]
- Alshebami, A.S. Green Innovation, Self-Efficacy, Entrepreneurial Orientation and Economic Performance: Interactions among Saudi Small Enterprises. Sustainability 2023, 15, 1961. [Google Scholar] [CrossRef]
- Raffiee, J.; Feng, J. Should I Quit My Day Job? A Hybrid Path to Entrepreneurship. Acad. Manag. J. 2014, 57, 936–964. [Google Scholar] [CrossRef]
- Tolentino, L.R.; Sedoglavich, V.; Lu, V.N.; Garcia, P.R.J.M.; Restubog, S.L.D. The Role of Career Adaptability in Predicting Entrepreneurial Intentions: A Moderated Mediation Model. J. Vocat. Behav. 2014, 85, 403–412. [Google Scholar] [CrossRef]
- Wennberg, K.J.; Folta, T.; Delmar, F.A. Real Options Model of Stepwise Entry into Self-employment. Soc. Sci. Electron. Publ. 2006, 26, 1–13. [Google Scholar] [CrossRef]
- Miralles, F.; Giones, F.; Riverola, C. Evaluating the Impact of Prior Experience In Entrepreneurial Intention. Int. Entrep. Manag. J. 2016, 12, 791–813. [Google Scholar] [CrossRef]
- Obey, D.; Olawale, F. Demystifying the Motivations Towards Hybrid Entrepreneurship among the Working Populace in South Africa. Acad. Entrep. J. 2018, 24, 1–9. [Google Scholar]
- Block, J.H.; Landgraf, A. The Intention of Part-Time Entrepreneurs to Become Full-Time Entrepreneurs: The Role of Financial and Non-Financial Mmotives. Soc. Sci. Electron. Publ. 2013, 10, 1–23. [Google Scholar] [CrossRef]
- Ferreira, C.C. Experiential Learning Theory and Hybrid Entrepreneurship: Factors Influencing The Transition To Full-Time Entrepreneurship. Int. J. Entrep. Behav. Res. 2020, 26, 1845–1863. [Google Scholar] [CrossRef]
- Yang, J.; Ai, J.; Fan, L. A Study on Sustainable Entrepreneurial Behavior in China from Multiple Perspectives. Sustainability 2022, 14, 6952. [Google Scholar] [CrossRef]
- Ceptureanu, E.G.; Ceptureanu, S.I.; Orzan, M.C.; Bordean, O.N.; Radulescu, V. Empirical Study on Sustainable Opportunities Recognition. A Polyvinyl Chloride (PVC) Joinery Industry Analysis Using Augmented Sustainable Development Process Model. Sustainability 2017, 9, 1779. [Google Scholar] [CrossRef]
- Barakat, S.; Boddington, M.; Vyakarnam, S. Measuring Entrepreneurial Self-Efficacy to Understand the Impact of Creative Activities for Learning Innovation. Int. J. Manag. Educ. 2014, 12, 456–468. [Google Scholar] [CrossRef]
- Marshall, D.R.; Meek, W.R.; Swab, R.G.; Markin, E. Access to Resources and Entrepreneurial Well-Being: A Self-Efficacy Approach. J. Bus. Res. 2020, 120, 498–520. [Google Scholar] [CrossRef]
- Katrin, B.; Moren, L.; Christian, S. Are Entrepreneurs Influenced by Risk Attitude, Regulatory Focus or Both? An Experiment on Entrepreneurs’ Time Allocation. J. Bus. Ventur. 2012, 27, 456–476. [Google Scholar]
- Luc, S.; Chirita, G.M.; Delvaux, E.; Kepnou, A.K. Hybrid Entrepreneurship: Employees Climbing the Entrepreneurial Ladder. Acad. Manag. Annu. Meet. Proc. 2018, 4, 42–153. [Google Scholar]
- Rouchy, P.; Tavassoli, S.; Wernberg, J. Heterogeneous Hybrid Entrepreneurs Framing the Variation in Entrepreneurial Effort And Motives For Hybrid Entrepreneurship. Int. J. Entrep. Small Bus. 2020, 42, 115–129. [Google Scholar] [CrossRef]
- Tian, X.M.; Duan, J.Y.; Li, C.X. Part-Time and Full-Time Entrepreneurial Intentions of Migrant Workers: The Role of Job Security and Core Self-evaluation. Psychol. Res. 2016, 9, 60–66. [Google Scholar]
- Ziyae, B.; Sadeghi, H. Exploring the Relationship between Corporate Entrepreneurship and Firm Performance: The Mediating Effect of Strategic Entrepreneurship. Balt. J. Manag. 2021, 16, 13–133. [Google Scholar] [CrossRef]
- Xu, X.H. An Analysis of The Relationship between Entrepreneurship Resources, Absorption Capacity, and Entrepreneurship Performance of Overseas Returned Entrepreneurs; Nanjing Audit University: Nanjing, China, 2018. [Google Scholar]
- Marks, J.; Golovey, E. Entrepreneurial Resources as a Driver of Performance Differences in a Quick Service Restaurant Franchise System. Afr. J. Hosp. Tour. Leis. 2020, 9, 1111–1130. [Google Scholar]
- Xu, Z.H.; Wang, Z.J.; Ni, Y.L. A Study on The Impact of Entrepreneurial Resource Acquisition on Entrepreneurship Intention—Based On The Regulating Effect of Entrepreneurial Personal Traits. Technol. Econ. 2020, 33, 81–85. [Google Scholar]
- Sun, H.X.; Guo, S.F.; Chen, H.Y. Entrepreneurial Self-Efficacy, Entrepreneurial Resources, And Farmers’ Entrepreneurial Motivation. Sci. Res. 2013, 31, 1879–1888. [Google Scholar]
- Rui, Z.Y.; Shi, Q.H. Mechanism for Improving Entrepreneurship Performance of Chinese Migrant Workers: Theoretical Model And Empirical Testing—Based On The Comprehensive Paradigm of “Ability Resources Cognition”. Agric. Econ. Issues 2018, 4, 108–120. [Google Scholar]
- Chen, Z.W.; Chen, X.; Zhu, N.T. The Internal Mechanism of Part-time Entrepreneurs “Learning by Doing” and “Doing by Learning”. J. Chongqing Bus. Univ. 2020, 37, 34–48. [Google Scholar]
- Chang, Y.Y. Research on the Path of Part-Time Entrepreneurship Based on Grounded Theory; Anhui University of Finance and Economics: Bengbu, China, 2017. [Google Scholar]
- Firmino, C.F.F. Why Do Part-Time Entrepreneurs Transition to Full-Time Entrepreneurship? J. Bus. Entrep. 2015, 4, 50–85. [Google Scholar]
- Mei, H.; Ma, Z.; Jiao, S.; Chen, X.; Lv, X.; Zhan, Z. The Sustainable Personality in Entrepreneurship: The Relationship between Big Six Personality, Entrepreneurial Self-Efficacy, and Entrepreneurial Intention in the Chinese Context. Sustainability 2017, 9, 1649. [Google Scholar] [CrossRef]
- Kazumi, T.; Kawai, N. Institutional Support and Women’s Entrepreneurial Self-Efficacy. Asia Pac. J. Innov. Entrep. 2017, 11, 345–365. [Google Scholar] [CrossRef]
- Wu, X.X.; Wu, N.N.; Ma, H.Y. A Study on Social Capital, Entrepreneurial Self-Efficacy, And Entrepreneurship Performance of Migrant Workers: Based On 722 Survey questionnaires In Shaanxi Province. World Agric. 2020, 1, 108–117. [Google Scholar]
- Chao, M.; Qian, S.; Ma, D. The Relationship Between Entrepreneurial Self-Efficacy and Firm Performance: A Meta-Analysis of Main and Moderator Effects. J. Small Bus. Manag. 2017, 55, 87–107. [Google Scholar]
- Bendassolli, P.F.; Borges-Andrade, J.E.; Gondim, S. Self-Control, Self-Management and Entrepreneurship in Brazilian Creative Industries. Paid. Grad. Program Psychol. 2016, 26, 25–33. [Google Scholar] [CrossRef]
- Thorgren, S.; Wincent, J. Hybrid Entrepreneurs’ Second-Step Choice. J. Bus. Ventur. Insights 2016, 5, 14–18. [Google Scholar] [CrossRef]
- Fuller, B.; Liu, Y.; Bajaba, S.; Marler, L.E.; Pratt, J. Examining How the Personality, Self-Efficacy, And Anticipatory Cognitions of Potential Entrepreneurs Shape Their Entrepreneurial Intentions. Personal. Individ. Differ. 2018, 125, 120–125. [Google Scholar] [CrossRef]
- Yu, H.; Kong, L.; Zhang, J.M. Research on The Impact of Entrepreneurial Self-Efficacy on College Students’ Entrepreneurial Intention. J. Yunnan Univ. (Nat. Sci. Ed.) 2020, 42, 106–115. [Google Scholar]
- Verheul, I.; Thurik, R. Start-up Capital: Does Gender Matter? Small Bus. Econ. 2001, 16, 329–346. [Google Scholar] [CrossRef]
- Sun, J.; Huang, Y.; Su, D.; Yang, C. Data Mining and Analysis of Part-Time Entrepreneurs from The Perspective of Entrepreneurial Ability. Inf. Syst. e-Bus. Manag. 2020, 18, 455–484. [Google Scholar] [CrossRef]
- Deci, E.L.; Ryan, R.M. The “What” And “Why” of Goal Pursuits: Human Needs and The Self-Determination of Behavior. Psychol. Inq. 2020, 11, 227–268. [Google Scholar] [CrossRef]
- Yun, L.; Yao, X.; Zhu, W.; Zhang, Z. Evaluating the Effect of Redundant Resources on Corporate Entrepreneurial Performance. Sustainability 2022, 14, 7101. [Google Scholar] [CrossRef]
- Sun, J.; Huang, Y.C.; Qian, X.Y. Research on The Impact Mechanism of Part-Time Entrepreneurial Performance. Soft Sci. 2021, 35, 86–91. [Google Scholar]
- Ferreira, C.C.; Lord Ferguson, S.; Pitt, L.F. Entrepreneurial Marketing and Hybrid Entrepreneurship: The Case of JM Reid Bamboo Rods. J. Mark. Manag. 2019, 35, 867–885. [Google Scholar] [CrossRef]
- Tao, Z.; Pan, Y.J.; Li, P.Y.; Yang, J. Policy Alignment, Resource Integration, and Entrepreneurship Ability—A Case Study on the Rooting of High Level Science And Technology Talents. Sci. Technol. Prog. Countermeas. 2018, 35, 137–142. [Google Scholar]
- Sun, J.; Shang, B. A Study on The Motivation of Part-time Entrepreneurship Among University Teachers: An Empirical Test Based on The Perspective of Independent Innovation. Sci. Technol. Manag. Res. 2022, 42, 199–207. [Google Scholar]
- Chen, Z.; Wang, Y.R.; Li, H.B.; Zhang, K.; Yu, K. Empirical Analysis of Driving Factors and Regional Differences for Migrant Workers’ Return to Their Hometowns For entrepreneurship. Econ. Geogr. 2022, 42, 186–192. [Google Scholar]
- Sun, J.; Huang, Y.C.; Yang, C.; Xu, J.H. A Study on The Generation Mechanism of Part-Time Entrepreneurs: Based on the Theory of Resources and Capabilities. Soft Sci. 2019, 33, 6–10. [Google Scholar]
- Huang, H.C. Entrepreneurial Resources and Speed of Entrepreneurial Success in an Emerging Market: The Moderating Effect of Entrepreneurship. Int. Entrep. Manag. J. 2016, 12, 1–26. [Google Scholar] [CrossRef]
- Zhu, Z.D.; Li, X.C. Growth Strategy for New Entrepreneurs: A Review and Prospects of Resource Aggregation Research. Foreign Econ. Manag. 2016, 38, 71–82. [Google Scholar]
- Ng, T.W.; Feldman, D.C.; Butts, M.M. Psychological contract breaches and employee voice behaviour: The moderating effects of changes in social relationships. Eur. J. Work Organ. Psychol. 2014, 23, 537–553. [Google Scholar] [CrossRef]
- Podsakoff, P.M.; MacKenzie, S.B.; Lee, J.Y.; Podsakoff, N.P. Common method biases in behavioral research: A critical review of the literature and recommended remedies. J. Appl. Psychol. 2003, 88, 879. [Google Scholar] [CrossRef]
- Fornell, C.; Larcker, D.F. Structural equation models with unobservable variables and measurement error: Algebra and statistics. J. Mark. Res. 1981, 18, 382–388. [Google Scholar] [CrossRef]
- Henseler, J.; Ringle, C.M.; Sarstedt, M.A. New Criterion for Assessing Discriminant Validity in Variance-based Structural Equation Modeling. J. Acad. Mark. Sci. 2015, 43, 115–135. [Google Scholar] [CrossRef]
- Li, S.; Chen, Y. The relationship between psychological contract breach and employees’ counterproductive work behaviors: The mediating effect of organizational cynicism and work alienation. Front. Psychol. 2018, 9, 1273. [Google Scholar] [CrossRef] [PubMed]
- Kyusang, Y. Non-parametric Multiplicative Heteroscedasticity in Multi-Dimensional Regression. J. Korean Stat. Soc. 2017, 46, 404–412. [Google Scholar]
- Baron, R.M.; Kenny, D.A. The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. J. Personal. Soc. Psychol. 1986, 51, 1173–1182. [Google Scholar] [CrossRef] [PubMed]
- Satoh, M.; Takao, Y.; Satoh, H. A Nonlinear Multiple Regression Model of Taste Sensor Data for Components in Sake. Electron. Commun. Jpn. 2019, 102, 41–54. [Google Scholar] [CrossRef]
- Dressler, M.; Paunovic, I. The Value of Consistency: Portfolio Labeling Strategies and Impact on Winery Brand Equity. Sustainability 2021, 13, 1400. [Google Scholar] [CrossRef]
- Shrestha, N. Detecting multicollinearity in regression analysis. Am. J. Appl. Math. Stat. 2020, 8, 39–42. [Google Scholar] [CrossRef]
- Office of the Leading Group for the Seventh National Population Census of the State Council. Announc. Seventh Natl. Popul. Census 2021, 5, 11.
Variable | Variable Name | Classified Items | Frequency | Percentage |
---|---|---|---|---|
Gender | Gender | Male | 309 | 67.61 |
Female | 148 | 32.39 | ||
Age | Age | 18–24 years old | 58 | 12.69 |
25–34 years old | 132 | 28.89 | ||
35–44 years old | 183 | 40.04 | ||
45–54 years old | 65 | 14.22 | ||
55+ years old | 19 | 4.16 | ||
AQ | Academic Qualifications | Below junior college | 187 | 40.92 |
Junior college and above | 270 | 59.08 | ||
EE | Entrepreneurial Experience | Yes | 193 | 40.47 |
No | 264 | 57.77 | ||
OEES | Obtain Employment Enterprise Scale | 1–20 people | 211 | 21.6 |
21–50 people | 230 | 23.5 | ||
50–100 people | 338 | 34.6 | ||
More than 100 people | 197 | 20.2 | ||
EES | Entrepreneurial Enterprise Scale | 1–20 people | 664 | 68.03 |
21–50 people | 212 | 21.72 | ||
50–100 people | 69 | 7.07 | ||
More than 100 people | 31 | 3.18 | ||
EY | Entrepreneurship Years | 8 years and less | 741 | 75.92 |
More than 8 years | 235 | 24.08 | ||
JS | Job Satisfaction | Very satisfied | 26 | 5.69 |
Relatively satisfied | 45 | 9.85 | ||
Generalization | 137 | 29.98 | ||
Relatively dissatisfied | 187 | 40.92 | ||
Very dissatisfied | 62 | 13.57 | ||
LVA | Leisure Value Appeal | Very necessary | 36 | 8.09 |
Relatively necessary | 91 | 19.98 | ||
Generalization | 133 | 29.00 | ||
Relatively unnecessary | 174 | 38.01 | ||
Very unnecessary | 22 | 4.92 | ||
EEMP | Employment Enterprise Management Personnel | Yes | 146 | 31.95 |
No | 311 | 68.05 | ||
OEEI | Obtain Employment Enterprise Industry | Service industry | 255 | 55.80 |
Retail industry | 123 | 26.91 | ||
Manufacturing industry | 64 | 14.00 | ||
Agriculture | 15 | 3.28 | ||
EEI | Entrepreneurial Enterprise Industry | Service industry | 237 | 51.86 |
Retail industry | 138 | 30.20 | ||
Manufacturing industry | 55 | 12.04 | ||
Agriculture | 27 | 5.91 | ||
EEIS | Employment and Entrepreneurship Industries are Similar | Yes | 292 | 63.89 |
No | 165 | 36.11 |
Primary Dimension | Secondary Dimension | Code | Measurement Item |
---|---|---|---|
PEB | EPEB | EPEB1 | Entrepreneurial behavior is mainly aimed at matching economic conditions with daily needs; |
EPEB2 | Entrepreneurial behavior is mainly aimed at improving material living conditions; | ||
EPEB3 | Entrepreneurial behavior is mainly aimed at pursuing more wealth accumulation. | ||
SPEB | SPEB1 | Entrepreneurship is mainly aimed at experiencing interests and hobbies; | |
SPEB2 | Entrepreneurship is mainly aimed at pursuing the desired lifestyle; | ||
SPEB3 | Entrepreneurship is mainly aimed at achieving higher life ideals. | ||
ESE | OMSE | OMSE1 | I am able to set appropriate organizational development goals; |
OMSE2 | I am able to develop and implement operational strategies for various departments of the organization; | ||
OMSE3 | I am able to utilize my resources to achieve maximum benefits. | ||
ODSE | ODSE1 | I am able to keenly identify products that consumers may potentially need; | |
ODSE2 | I am able to identify and evaluate the quality and potential of business opportunities; | ||
ODSE3 | I am able to leverage business opportunities to achieve maximum benefits. | ||
RTSE | RTSE1 | I am able to work under continuous pressure and conflict; | |
RTSE2 | I am able to identify and prevent potential risks in the enterprise in advance; | ||
RTSE3 | I am able to take on and solve entrepreneurial risks and difficulties. | ||
ERs | HRs | HRs1 | I possess learning ability and creativity; |
HRs2 | I have an excellent entrepreneurial team; | ||
HRs3 | I am good at recruiting high-quality talents from outside. | ||
FRs | FRs1 | Adequate own capital at the start-up; | |
FRs2 | Adequate and flexible subsequent investment assets; | ||
FRs3 | I have diversified financing channels; | ||
FRs4 | I have access to access abundant external funding. | ||
TRs | TRs1 | I have technology projects and achievements; | |
TRs2 | I have accumulated professional technical knowledge; | ||
TRs3 | I have access to external technological assistance. | ||
MRs | MRs1 | I have access to information on competitors, markets, and demand; | |
MRs2 | I have access to diversified sales channels; | ||
MRs3 | I have a team skilled in exploring markets. |
Variables | Dimension | Code | Factor Loading | KMO | Cronbach’s Alpha | AVE | CR |
---|---|---|---|---|---|---|---|
PEB | EPEB | EBPE1 | 0.896 | 0.754 | 0.868 | 0.632 | 0.732 |
EBPE2 | 0.859 | ||||||
EBPE3 | 0.834 | ||||||
SPEB | SVPE1 | 0.818 | 0.813 | 0.845 | 0.605 | 0.859 | |
SVPE2 | 0.825 | ||||||
SVPE3 | 0.729 | ||||||
ESE | OMSE | OMSE1 | 0.727 | 0.802 | 0.916 | 0.619 | 0.766 |
OMSE2 | 0.835 | ||||||
OMSE3 | 0.809 | ||||||
ODSE | ORSE1 | 0.820 | 0.847 | 0.858 | 0.584 | 0.875 | |
ORSE2 | 0.836 | ||||||
ORSE3 | 0.841 | ||||||
RTSE | RTSE1 | 0.711 | 0.782 | 0.933 | 0.531 | 0.794 | |
RTSE2 | 0.728 | ||||||
RTSE3 | 0.840 | ||||||
ERs | HRs | HRs1 | 0.739 | 0.863 | 0.852 | 0.637 | 0.810 |
HRs2 | 0.716 | ||||||
HRs3 | 0.772 | ||||||
FRs | FRs1 | 0.818 | 0.886 | 0.857 | 0.602 | 0.803 | |
FRs2 | 0.825 | ||||||
FRs3. | 0.729 | ||||||
FRs4 | 0.714 | ||||||
TRs | TRs1 | 0.896 | 0.790 | 0.881 | 0.579 | 0.781 | |
TRs2 | 0.859 | ||||||
TRs3 | 0.834 | ||||||
MRs | MRs1 | 0.737 | 0.833 | 0.879 | 0.590 | 0.896 | |
MRs2 | 0.765 | ||||||
MRs3 | 0.741 |
Variables | Correlation Coefficient | |||
---|---|---|---|---|
EPEB | SPEB | ESE | ERs | |
EPEB | 0.844 | - | - | - |
SPEB | 0.668 | 0.853 | - | - |
ESE | 0.645 | 0.780 | 0.926 | - |
ERs | 0.727 | 0.749 | 0.783 | 0.919 |
Latent Variables | Correlation Coefficient | |||
---|---|---|---|---|
EPEB | SPEB | ESE | ERs | |
EPEB | - | - | - | - |
SPEB | 0.314 | - | - | - |
ESE | 0.486 | 0.229 | - | - |
ERs | 0.400 | 0.240 | 0.793 | - |
Variables | Mean Value | Standard Deviation | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) | (16) | (17) | (18) | (19) | (20) | (21) | (22) |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Gender | 0.71 | - | 1.000 | |||||||||||||||||||||
Age | 38.53 | 8.26 | 0.107 | 1.000 | ||||||||||||||||||||
AQ | 53.87 | - | 0.144 | 0.169 * | 1.000 | |||||||||||||||||||
EE | 0.27 | - | 0.060 | 0.183 * | 0.016 | 1.000 | ||||||||||||||||||
OEES | 54.62 | 59.78 | 0.048 | 0.074 | 0.039 | 0.085 | 1.000 | |||||||||||||||||
EES | 18.38 | 14.03 | 0.054 | 0.033 | 0.075 | 0.048 | 0.052 | 1.000 | ||||||||||||||||
EY | 6.42 | 9.77 | 0.072 | 0.020 | 0.032 | 0.129 | 0.069 | 0.046 | 1.000 | |||||||||||||||
JS | 2.90 | 9.32 | 0.198 | 0.037 | 0.043 | 0.063 | 0.175 | 0.074 | 0.066 | 1.000 | ||||||||||||||
EEMP | 0.48 | - | 0.093 | 0.025 | 0.086 | 0.072 | 0.040 | 0.048 | 0.092 | 0.087 | 1.000 | |||||||||||||
LVA | 2.56 | 8.04 | 0.063 | 0.041 | 0.086 | 0.059 | 0.021 | 0.039 | 0.085 | 0.045 | 0.039 | 1.000 | ||||||||||||
OEEI | 0.16 | 2.26 | 0.104 * | 0.051 | 0.076 | 0.056 | 0.043 | 0.114 | 0.067 | 0.019 | 0.057 | 0.033 | 1.000 | |||||||||||
EEI | 0.08 | 2.03 | 0.112 * | 0.065 | 0.061 | 0.074 | 0.058 | 0.066 | 0.063 | 0.034 | 0.081 | 0.058 | 0.052 | 1.000 | ||||||||||
EEIS | 0.37 | - | 0.060 | 0.023 | 0.068 | 0.135 * | 0.076 | 0.034 | 0.049 | 0.033 | 0.066 | 0.025 | 0.056 | 0.044 | 1.000 | |||||||||
OMSE | 3.59 | 1.16 | 0.094 | 0.069 | 0.076 | 0.165 * | 0.054 | 0.088 | 0.175 * | 0.206 | 0.138 | 0.241 * | 0.194 | 0.127 | 0.116 | 1.000 | ||||||||
ODSE | 3.32 | 1.05 | 0.033 | 0.061 | 0.091 | 0.107 | 0.122 | 0.082 | 0.111 | 0.377 * | 0.059 | 0.169 | 0.178 * | 0.143 | 0.098 | 0.313 ** | 1.000 | |||||||
RTSE | 3.26 | 1.25 | 0.015 | 0.075 | 0.184 * | 0.095 | 0.049 | 0.171 ** | 0.084 | 0.188 | 0.132 | 0.084 | 0.165 | 0.151 | 0.124 | 0.189 * | 0.216 * | 1.000 | ||||||
HRs | 3.14 | 1.18 | 0.092 | 0.158 * | 0.019 | 0.078 | 0.123 * | 0.103 * | 0.107 | 0.095 | 0.059 | 0.072 | 0.173 * | 0.184 * | 0.107 | 0.295 ** | 0.124 * | 0.117 * | 1.000 | |||||
FRs | 3.29 | 1.11 | 0.084 | 0.037 | 0.083 | 0.052 | 0.055 * | 0.124 * | 0.090 | 0.145 * | 0.062 | 0.068 | 0.220 ** | 0.176 | 0.102 | 0.212 * | 0.349 ** | 0.316 ** | 0.195 * | 1.000 | ||||
TRs | 2.88 | 1.04 | 0.081 | 0.045 | 0.166 * | 0.107 | 0.038 | 0.107 | 0.138 * | 0.172 | 0.050 | 0.202 * | 0.143 | 0.177 * | 0.168 * | 0.251 * | 0.237 * | 0.252 * | 0.288 ** | 0.150 * | 1.000 | |||
MRs | 3.38 | 1.30 | 0.069 | 0.057 | 0.134 | 0.262 ** | 0.171 | 0.141 * | 0.082 | 0.096 | 0.134 | 0.077 | 0.079 | 0.065 | 0.061 | 0.314 ** | 0.326 * | 0.167 | 0.223 * | 0.177 * | 0.169 * | 1.000 | ||
EPEB | 0.31 | 1.37 | 0.052 | 0.055 | 0.071 | 0.119 | 0.195 | 0.064 | 0.075 | 0.084 | 0.058 | 0.072 | 0.075 | 0.089 | 0.115 | 0.185 * | 0.172 * | 0.196 * | 0.174 * | 0.179 * | 0.233 ** | 0.184 * | 1.000 | |
SPEB | 0.23 | 1.56 | 0.036 | 0.050 | 0.094 | 0.106 | 0.076 | 0.088 | 0.091 | 0.076 | 0.097 | 0.080 | 0.054 | 0.062 | 0.134 | 0.297 ** | 0.310 ** | 0.185 * | 0.161 * | 0.248 ** | 0.256 ** | 0.229 ** | 0.123 * | 1.000 |
Variables | EPEB | SPEB | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
M1 | M2 | M3 | M4 | M5 | M6 | M7 | M8 | M9 | M10 | M11 | M12 | M13 | M14 | |
Gender | 0.076 | 0.065 * | 0.072 ** | 0.044 | 0.035 ** | 0.119 | 0.080 | 0.142 ** | 0.074 | 0.009 | 0.028 * | 0.111 * | 0.080 | 0.136 ** |
Age | 0.063 | 0.049 | 0.068 | 0.036 | 0.031 | 0.074 | 0.105 | 0.053 | 0.019 | 0.128 | 0.055 | 0.016 | 0.147 | 0.123 |
AQ | 0.069 | 0.077 | 0.053 | 0.042 | 0.125 | 0.038 | 0.045 | 0.134 | 0.128 | 0.144 | 0.042 | 0.035 | 0.069 | 0.077 |
EE | 0.098 * | 0.061 | 0.175 | 0.068 | 0.062 | 0.011 | 0.057 | 0.098 * | 0.061 | 0.063 | 0.123 | 0.002 | 0.085 * | 0.054 |
OEES | 0.052 | 0.083 * | 0.031 | 0.047 * | 0.055 | 0.039 | 0.048 | 0.090 | 0.045 | 0.089 * | 0.047 * | 0.049 | 0.092 | 0.086 |
EES | 0.074 | 0.070 | −0.062 | 0.159 | 0.137 | 0.046 | −0.173 | 0.055 | 0.126 | 0.053 | 0.245 | 0.190 | 0.143 | 0.075 |
EY | 0.009 | 0.043 | 0.005 * | 0.038 | 0.011 | −0.013 | 0.032 | −0.074 | 0.068 | 0.077 * | 0.148 | 0.022 | −0.054 | 0.128 * |
JS | 0.038 | 0.054 * | 0.037 | 0.046 | 0.023 | 0.010 * | 0.064 | 0.087 | 0.021 | 0.048 | 0.051 * | 0.049 | 0.030 * | 0.015 |
EEMP | −0.053 | 0.102 | 0.034 | −0.069 | 0.077 | −0.246 * | −0.175 ** | 0.006 | −0.114 * | −0.235 | 0.022 | 0.046 ** | 0.137 | −0.094 ** |
LVA | −0.075 | −0.066 * | 0.062 | −0.098 ** | 0.061 | −0.030 ** | −0.244 * | −0.069 * | −0.105 * | −0.094 ** | −0.011 * | −0.150 | 0.235 | −0.107 |
OEEI | 0.394 | −0.183 * | 0.005 | 0.037 * | 0.154 | 0.229 | 0.052 | 0.047 | 0.172 | 0.088 | 0.205 | 0.082 | 0.174 * | 0.021 |
EEI | −0.048 * | 0.024 | 0.033 * | −0.036 | −0.025 | −0.121 | −0.091 | −0.188 | −0.214 * | 0.117 | 0.056 | −0.193 * | −0.249 | 0.016 * |
EEIS | 0.074 * | 0.069 | 0.065 | 0.048 * | 0.190 | 0.036 * | 0.149 | 0.062 * | 0.186 | 0.205 * | 0.101 * | 0.231 ** | 0.115 * | 0.090 * |
OMSE | 0.224 *** | 0.345 *** | 0.330 ** | 0.225 ** | ||||||||||
OMSE2 | −0.307 | −0.217 *** | ||||||||||||
ODSE | 0.208 *** | 0.381 *** | 0.156 ** | 0.255 ** | ||||||||||
ODSE2 | −0.235 | −0.293 | ||||||||||||
RTSE | 0.177 ** | 0.294 ** | 0.345 *** | 0.274 ** | ||||||||||
RTSE2 | −0.251 *** | −0.218 | ||||||||||||
R2 | 0.038 | 0.301 | 0.625 | 0.239 | 0.610 | 0.385 | 0.723 | 0.079 | 0.290 | 0.518 | 0.321 | 0.575 | 0.333 | 0.642 |
F | 6.940 *** | 7.231 *** | 8.411 *** | 9.225 *** | 9.363 *** | 9.847 *** | 10.768 *** | 7.576 *** | 8.732 *** | 9.215 *** | 9.883 *** | 11.962 *** | 7.837 *** | 10.532 *** |
R2 Change | 0.038 | 0.263 | 0.324 | 0.201 | 0.371 | 0.347 | 0.338 | 0.079 | 0.211 | 0.228 | 0.242 | 0.254 | 0.254 | 0.309 |
F Change | 6.940 *** | 11.062 *** | 23.871 *** | 17.239 *** | 40.068 *** | 12.270 ** | 65.412 *** | 7.576 *** | 20.409 *** | 38.925 *** | 24.025 *** | 56.830 *** | 18.199 *** | 48.136 *** |
Variables | EPEB | Variables | SPEB | Variables | EPEB | SPEB | Variables | EPEB | Variables | SPEB |
---|---|---|---|---|---|---|---|---|---|---|
M1 | M2 | M3 | M4 | M5 | M6 | |||||
Gender | 0.165 | Gender | 0.110 * | Gender | 0.107 | 0.028 | Gender | 0.164 * | Gender | 0.080 |
Age | 0.079 | Age | 0.037 | Age | 0.084 | 0.049 | Age | 0.205 | Age | 0.173 |
AQ | 0.123 | AQ | 0.038 | AQ | 0.105 | 0.077 | AQ | 0.118 | AQ | 0.024 |
EE | 0.088 | EE | 0.169 | EE | 0.115 | 0.061 | EE | 0.092 | EE | 0.142 |
OEES | 0.052 | OEES | 0.075 | OEES | 0.028 | 0.099 * | OEES | 0.047 | OEES | 0.038 |
EES | 0.064 | EES | 0.053 | EES | 0.077 | 0.170 | EES | 0.156 | EES | 0.155 |
EY | 0.029 | EY | 0.104 | EY | 0.096 | 0.043 | EY | 0.083 | EY | 0.039 |
JS | 0.038 | JS | 0.053 | JS | 0.101 | 0.073 * | JS | 0.077 | JS | 0.067 |
EEMP | −0.151 | EEMP | −0.062 | EEMP | 0.123 | −0.028 * | EEMP | 0.130 | EEMP | 0.168 |
LVA | −0.094 * | LVA | −0.078 | LVA | 0.009 | −0.025 | LVA | −0.171 | LVA | 0.057 |
OEEI | 0.048 | OEEI | 0.195 | OEEI | 0.172 | 0.024 | OEEI | 0.085 | OEEI | 0.196 |
EEI | −0.032 | EEI | 0.134 | EEI | 0.043 | 0.049 | EEI | 0.167 | EEI | 0.056 |
EEIS | 0.026 * | EEIS | 0.082 | EEIS | 0.251 | 0.024 | EEIS | 0.147 | EEIS | 0.117 |
OMSE | 0.168 *** | OMSE2 | 0.039 *** | ODSE | 0.019 ** | 0.013 *** | RTSE2 | 0.060 ** | RTSE | 0.041 ** |
HRs | 0.224 *** | HRs | 0.045 ** | HRs | 0.066 ** | 0.043 ** | HRs | 0.094 *** | HRs | 0.068 ** |
OMSE × HRs | 0.071 *** | OMSE2 × HRs | 0.115 ** | ODSE × HRs | 0.180 *** | 0.285 *** | RTSE2 × HRs | 0.172 ** | RTSE × HRs | 0.155 *** |
FRs | 0.372 *** | FRs | 0.047 *** | FRs | 0.312 *** | 0.113 *** | FRs | 0.036 *** | FRs | 0.094 ** |
OMSE × FRs | 0.153 ** | OMSE2 × FRs | 0.199 *** | ODSE × FRs | 0.029 ** | 0.039 *** | RTSE2 × FRs | 0.165 ** | RTSE × FRs | 0.162 *** |
TRs | 0.236 *** | TRs | 0.060 ** | TRs | 0.075 *** | 0.210 ** | TRs | 0.149 *** | TRs | 0.107 ** |
OMSE × TRs | 0.046 ** | OMSE2 × TRs | 0.122 *** | ODSE × TRs | 0.173 *** | 0.044 *** | RTSE2 × TRs | 0.082 *** | RTSE × TRs | 0.030 *** |
MRs | 0.233 *** | MRs | 0.138 ** | MRs | 0.060 ** | 0.291 *** | MRs | 0.184 ** | MRs | 0.159 *** |
OMSE × MRs | 0.189 ** | OMSE2 × MRs | 0.146 *** | ODSE × MRs | 0.128 *** | 0.103 ** | RTSE2 × MRs | 0.010 *** | RTSE × MRs | 0.220 *** |
R2 | 0.353 | R2 | 0.382 | R2 | 0.319 | 0.374 | R2 | 0.373 | R2 | 0.398 |
F | 11.265 *** | F | 15.227 *** | F | 12.330 *** | 19.698 *** | F | 20.259 *** | F | 17.005 *** |
R2 change | 0.353 | R2 change | 0.205 | R2 change | 0.294 | 0.356 | R2 change | 0.340 | R2 change | 0.391 |
F change | 30.907 *** | F change | 44.158 *** | F change | 27.646 *** | 62.032 *** | F change | 50.068 *** | F change | 43.283 *** |
Observations | 260 | Observations | 179 | Observations | 260 | 179 | Observations | 260 | Observations | 179 |
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Sun, J.; Zhao, Y.; Wu, S.; Zhou, Y. How Entrepreneurial Self-Efficacy Promotes Part-Time Entrepreneurial Behavior: The Moderating Role of Entrepreneurial Resources. Sustainability 2023, 15, 13058. https://doi.org/10.3390/su151713058
Sun J, Zhao Y, Wu S, Zhou Y. How Entrepreneurial Self-Efficacy Promotes Part-Time Entrepreneurial Behavior: The Moderating Role of Entrepreneurial Resources. Sustainability. 2023; 15(17):13058. https://doi.org/10.3390/su151713058
Chicago/Turabian StyleSun, Jun, Ying Zhao, Suchun Wu, and Yang Zhou. 2023. "How Entrepreneurial Self-Efficacy Promotes Part-Time Entrepreneurial Behavior: The Moderating Role of Entrepreneurial Resources" Sustainability 15, no. 17: 13058. https://doi.org/10.3390/su151713058
APA StyleSun, J., Zhao, Y., Wu, S., & Zhou, Y. (2023). How Entrepreneurial Self-Efficacy Promotes Part-Time Entrepreneurial Behavior: The Moderating Role of Entrepreneurial Resources. Sustainability, 15(17), 13058. https://doi.org/10.3390/su151713058