The impact of deep learning based- psychological capital with ideological and political education on entrepreneurial intentions.

The aim of this study is to investigate the influence of psychological capital on college students' entrepreneurial intentions. Through a combination of relevant analysis and linear regression, the primary focus is on exploring the relationship between psychological capital and its four dimensions with entrepreneurial intentions. Firstly, the items in the psychological capital questionnaire were revised to align more closely with entrepreneurial contexts. Subsequently, the average deviations and standard deviations of each dimension of psychological capital were analyzed. Then, the correlation between psychological capital and entrepreneurial intentions was examined to explore the extent of their relationship. Finally, regression analysis was conducted on both psychological capital and entrepreneurial intentions, and utilizing a recurrent neural network model, the covariant relationship between entrepreneurial psychological capital and intentions was explored. The results indicated that the average scores for entrepreneurial self-efficacy, optimism, hope, and resilience were 3.91, 4.27, 4.19, and 4.15, respectively. The average value of psychological capital was 4.13, indicating a moderately high level. The correlation analysis between psychological capital and entrepreneurial intentions yielded a result of 0.562, indicating a moderate degree of correlation. The correlation coefficients of the four dimensions with entrepreneurial intentions were 0.390, 0.494, 0.531, and 0.467, respectively. The standardized coefficients for psychological capital and its four dimensions were 0.564, 0.382, 0.510, 0.536, and 0.468, all of which were statistically significant. Overall, psychological capital exhibited better predictive power for entrepreneurial intentions than its individual dimensions. The results from the deep learning model similarly demonstrated the positive role of psychological capital in entrepreneurial intentions, though the influence of ideological and political education (IPE) factors was relatively weaker. In conclusion, both psychological capital and IPE have a promotive effect on entrepreneurial intentions. This study provides a reference for the accurate evaluation of college students' entrepreneurial intentions.

The impact of directors' information technology experience on the financing constraints of internet start-ups-Data mining with python on the China's New OTC market.

In the era of Internet information technology, the IT background of directors plays a significant role in corporate governance. However, existing research lacks sufficient discussion on the financing constraints faced by Internet startups. This paper examines Internet entrepreneurial enterprises listed on the New Third Board as the research sample. Using content analysis coding methods and Python software for text mining, the study empirically analyzes the impact of directors' IT backgrounds and media reports on the financing constraints of these enterprises. The results indicate the following: First, directors with IT backgrounds help reduce the financing constraints of Internet startups. The higher the directors' proficiency in information technology, the more favorable it is for obtaining financing. Second, directors with IT backgrounds have a significant positive impact on the tone of media reports. Third, the tone of media reports reflects the spirit and development of the enterprises, serving as a mediating factor between directors' IT backgrounds and the financing constraints of the enterprises. The findings of this study are valuable for guiding Internet startups to better leverage the IT expertise of their directors. Additionally, they provide useful insights for reducing the financing constraints faced by these startups.

Shaping sustainable futures: The role of micro-entrepreneurs' personality traits in social innovations.

In the rapidly evolving business landscape, micro-entrepreneurs stand out as significant contributors to social innovation. However, the link between their personality traits and the social innovations they introduce needs to be studied more. This research, guided by the Big Five model and the Oslo Manual's innovation framework, aims to address this gap. The central question driving this study is whether the personality traits of micro-entrepreneurs, precisely openness to experience, conscientiousness, extraversion, agreeableness, and neuroticism, influence the social innovations they bring forth. Through a comprehensive exploration of literature and empirical analysis-quantitative research on a representative sample of 1848 Polish micro-entrepreneurs-this research examines the interconnectedness between personality characteristics and social innovation outcomes. The key findings suggest that three personality variables characterising micro-entrepreneurs-openness for experience, conscientiousness, and extroversion-emerge as shared, statistically significant factors. These variables positively impact all types of social innovations implemented by micro-entrepreneurs (product and process). In none of the analysed cases, agreeableness and neuroticism were statistically significant. Finally, it's worth emphasising that the chances of micro-entrepreneurs introducing social innovations increase more strongly with an increase in their openness to experience than in the case of extroversion and conscientiousness.

Gender effects in crowdfunded business loan campaigns.

Crowdfunding is a growing source of finance for entrepreneurs. In this paper, we investigate the existence of a gender effect in the time needed to obtain a business loan through crowdfunding. Using data from three Dutch crowdfunding platforms, survival analysis of the time to completion for 934 business loan campaigns shows that female entrepreneurs have a 20% shorter campaign completion time compared to male entrepreneurs, whereas couples do not differ from males. This effect persists across the different platforms. Subsequent analysis shows that female entrepreneurs do not have the disadvantage they face in traditional lending channels when requesting funds through crowdfunding, and that herding behavior by investors benefits female entrepreneurs most.

Developing the digital transformation skills framework: A systematic literature review approach.

BACKGROUND: Digital transformation (DT) involves integrating digital technologies into organizations to improve productivity, efficiency, and quality. Investing in the workforce's skillsets is essential for successful DT. However, it remains unclear which skillsets are essential. OBJECTIVES: This study aims to identify and define the essential skillsets needed for exploiting the full potential of DT, and to consolidate the identified skills into a comprehensive framework of DT skills. METHOD: A systematic literature review was conducted using the PRISMA approach for selecting studies. This led to the selection of 36 articles that were examined using thematic analysis for identifying and consolidating skills into a framework. RESULTS: The Digital Transformation Skills Framework (DTSF) was developed, which contains six overarching skillsets and 44 underlying skills. The framework covers key skillsets in the areas of digital work, entrepreneurship, evidence-based work, collaboration, communication, and adaptation. CONCLUSION AND DISCUSSION: The DTSF offers a comprehensive understanding of essential skills for today's evolving organizations, addressing a critical gap in existing literature. It is valuable for organizations and HR professionals, serving as a foundation for re- and upskilling initiatives. Ongoing research should expand the framework to include domain-specific DT skills and emerging digital technologies.

Construction and validation of an Entrepreneurship Measurement Instrument for nursing students.

Objective: To develop a valid and reliable scale to measure entrepreneurship competences of nursing students, by assessing the level of development of diverse entrepreneurship dimensions. Methods: An Entrepreneurship Measurement Instrument, Catalonia (IME.Cat) was constructed, by adapting two existing instruments, and a psychometric study was performed to address the validity of the content and the construct, and the reliability. The internal consistency and the discrimination capacity of the instrument's items were examined. Results: The IME.Cat scale showed a high reliability (α=0.89) for the complete set of items. The Cronbach's α value of the individual dimensions were: Problem management=0.78; Creativity=0.76; Personal confidence =0.64; and Risk acceptance =0.46. The corrected homogeneity indices for each of the item in the instrument were high (>0.40). The Confirmatory Factorial Analysis validated the proposed structure of the items according to dimension. Conclusion: The IME.Cat scale showed solid psychometric values for assessing the entrepreneurship competences of nursing students within its dimensions, which are fundamental for the professional development of nursing.

Exploring the impact of digital economy on urban entrepreneurship: Evidence from China's cities.

This paper aims to examine the impact of the digital economy on urban entrepreneurship and its spatial spillover effects. To achieve this purpose, this research relies on data from 252 prefecture-level cities in China from 2012 to 2019. The findings demonstrate that the development of the digital economy has a positive influence on entrepreneurial activity in cities, with particularly effects observed robust at higher quantile levels. Additionally, the results suggest that urban entrepreneurial activity may be a siphoning effect, impeding entrepreneurship in neighboring cities. Furthermore, further investigation shows regional and policy heterogeneity.

The Owner Will See You Now: The Road to Entrepreneurship for Diverse Veterinarians.

The veterinary field needs more racial diversity to reflect pet owners and the general population. The problem is compounded when we examine diversity in veterinary practice ownership and other entrepreneurial endeavors. The road to business ownership is challenging for minority veterinarians, who must work harder to prove themselves to skeptical clients in a historically white profession. But, diverse veterinarians can succeed as entrepreneurs when they adopt the right mindset, surround themselves with like-minded and supportive peers, develop resilience, accept failure, and learn to pivot when needed to correct their course.

Fostering Innovation in Medical Education: Addressing the Void of Entrepreneurship Education in Anesthesiology and Pain Medicine Through Incubator Clubs.

Fewer than 30% of all medical schools have programs that encourage medical design innovation or entrepreneurship at the trainee level. This is particularly evident in the fields of anesthesiology and pain medicine, where utilizing medical devices constitutes a significant part of a clinician's daily practice. To fix this gap, our institution has developed an incubator club where trainees can learn about medical devices and entrepreneurship. Our goal is to present how this can be incorporated at other institutions because these clubs are a low resource utilization investment that can teach trainees valuable skills in innovation and entrepreneurship.

The impact of fintech development on the entrepreneurial behavior of farmers: evidence from the China Household Finance Survey.

Fintech is disrupting the traditional financial models with the power of technology. Will it solve the problems faced by farmers in starting their own businesses and stimulate the vitality of rural entrepreneurship? In this paper, we focus on the impact of fintech development on the entrepreneurial behavior of farmers in China. First, we theoretically analyze the effects of fintech development on the entrepreneurial behavior of farmers and put forward the corresponding theoretical hypotheses. Second, using data from Baidu search index and the China Household Finance Survey (CHFS), we employ a Probit model to verify our theoretical hypotheses. Our findings suggest that (1) fintech development encourages farmer entrepreneurial behavior, (2) it achieves this by alleviating credit constraints, information constraints, and risk aversion effects, (3) in terms of the type of entrepreneurship, the development of fintech mainly promotes survival entrepreneurship among farmers, while the entrepreneurial effect of fintech is more significant among farmers with low education level, low income level and in the central and western regions. Overall, our study provides timely insights into boosting farmer entrepreneurship in emerging countries such as China by leveraging the potential of fintech.

How does the level of enterprise digitalization affect value creation and realization? Testing of the dual path of "based on breakthrough" and "tending to compliance".

The construction of enterprise digitization serves as a "gateway" for the integration of the digital and real economies. As enterprises undergo robust digital transformations, it becomes crucial to delineate the pathway from enterprise digitization level to value creation and realization in order to maximize enterprise value. We select sample data from Chinese A-share listed companies from 2015 to 2021 as the research subject. Based on the fixed-effects model, we empirically test the impact of enterprise digitization level on both value creation and realization, as well as the mediating mechanism of entrepreneurship and internal control within it. The results indicate that the enterprise digitization level significantly enhances both value creation and realization. However, significant differences exist in the impact of the digitization level on value creation and realization among enterprises with different technological attributes and at different stages of the lifecycle. Further mechanism tests demonstrate that the "breakthrough-based" entrepreneurship and "compliance-based" internal control quality play effective mediating roles between enterprise digitization level and enterprise value. This study provides a new perspective for understanding the value creation and realization process in the digital context, and offers relevant insights for further stimulating and guiding enterprises of different types and stages to drive value enhancement with digital capabilities, thereby facilitating the deep integration of the digital with the real economy.

Artificial Intelligence Model Chatgpt-4: Entrepreneur Candidate and Entrepreneurship Example.

Background: Although artificial intelligence technologies are still in their infancy, it is seen that they can bring together both hope and anxiety for the future. In the research, it is focused on examining the ChatGPT-4 version, which is one of the most well-known artificial intelligence applications and claimed to have self-learning feature, within the scope of business establishment processes. Methods: In this direction, the assessment questions in the Entrepreneurship Handbook, published as open access by the Small and Medium Enterprises Development Organization of Turkey, which focuses on guiding the entrepreneurial processes in Turkey and creating the perception of entrepreneurship, were combined with the artificial intelligence model ChatGPT-4 and analysed within three stages. The way of solving the questions of artificial intelligence modelling and the answers it provides have the opportunity to be compared with the entrepreneurship literature. Results: It has been seen that the artificial intelligence modelling ChatGPT-4, being an outstanding entrepreneurship example itself, has succeeded in answering the questions posed in the context of 16 modules in the entrepreneurship handbook in an original way by analysing deeply. Conclusion: It has also been concluded that it is quite creative in developing new alternatives to the correct answers specified in the entrepreneurship handbook. The original aspect of the research is that it is one of the pioneers of the study on artificial intelligence and entrepreneurship in literature.

Digital economy and urban economic resilience: The mediating role of technological innovation and entrepreneurial vitality.

Drawing on the diffusion of innovation theory, we argue that the development of digital economy has a positive effect on urban economic resilience. Using panel data from 284 cities in China from 2011 to 2018, we empirically examine the relationship between digital economy and urban economic resilience. We find a positive and significant link between them, mediated by technological innovation and entrepreneurial vitality. Moreover, the heterogeneity analysis shows that the impact of digital economy is most pronounced in smaller cities, with its effects diminishing in larger cities and megacities. Our results underscore the importance and the direction of fostering digital economy development.

A oferta do café de rua nas capitais São Paulo e Vitória / The offer of coffee on the streets of the state capitals São Paulo and Vitória / La oferta de café en las calles de las capitales estatales São Paulo y Vitória

A pandemia gerou impactos sociais e econômicos, como o trabalho informal dos que se ocupam do serviço de café de rua, ampliado na retomada pós-isolamento. O artigo analisa as significações construídas pelas instalações do serviço nas ruas de São Paulo (SP) e Vitória (ES), enquanto manifestações do empreendedo-rismo por necessidade. O corpus foi coletado em dias úteis, no início das manhãs, em diversos pontos das capitais. A semiótica discursiva sustentou a análise, e o seu método permitiu traçar isotopias conectoras de figuras e temas. Os resultados apontam para comunicação dos sentidos da informalidade, casualidade e familiaridade, marcados pela presença feminina, pela autonomia imposta aos sujeitos produtor/vendedor e consumidor e pela conexão entre a energia proporcionada pela bebida e o trabalho. Esses significadosvêm embebidos no risco vivido por esses sujeitos, aconchegados entre si e alijados da proteção de políticas públicas de trabalho, condições sanitárias, serviços de transporte e saúde.

The pandemic has generated social and economic impacts, such as the informal work of those who sell coffee on the streets, expanded in the post-isolation resumption. The article analyzes the meanings constructed by the service facilities in São Paulo (SP) and Vitória (ES), as demonstrations of the entrepreneurship by necessity. The corpus was collected on weekdays, in places of the state capitals. Discursive semiotics underpins the analysis, suggesting connective isotopies of figures and themes. The results point to the communication of the senses of informality, casualness and familiarity, marked by the female presence, by the autonomy imposed on the subjects producer/seller and consumer and by the connection between the energy given by the drink and the work. These meanings are embedded in the risk experienced by these subjects, snuggled among themselves and excluded from the protection of public policies of work, sanitary conditions, transportation and health services.

La pandemia generó impactos sociales y económicos, como el trabajo informal de quienes se ocupan del servicio de café en las calles, ampliado en la reanudación post-aislamiento. El artículo analiza los signifi-cados construidos por las instalaciones de servicios en las calles de São Paulo (SP) y Vitória (ES), como manifestaciones de emprendimiento por necesidad. El corpus fue recolectado entresemana, en puntos de las capitales. La semiótica discursiva sustenta el análisis y permitió trazar isotopías conectoras de figuras y temas. Los resultados apuntan para la comunicación de los significados de informalidad, marcados por la presencia femenina, por la autonomía impuesta a los sujetos productor/vendedor y consumidor, y por la conexión entre la energía dada por la bebida y el trabajo. Estos significados están incrustados en el riesgo vivido por estos sujetos, y excluidos de la protección de las políticas públicas laborales, las condiciones sanitarias, los servicios de transporte y salud.

Impact of institutional support and green knowledge transfer on university students' absorptive capacity and green entrepreneurial behavior: The moderating role of environmental responsibility.

AIM/OBJECTIVE: Given an escalated interest in fostering environmental protection, scholars have associated green entrepreneurial behavior as a stimulating factor and the cornerstone of green entrepreneurial performance. Nevertheless, the underlying mechanism that nurtures university students' green entrepreneurial behavior is yet to be explored in the extant literature. Our study proposes the antecedent effects of institutional support and green knowledge transfer to enhance university students' green entrepreneurial behavior. Moreover, we also expand the boundary conditions of these relationships and suggest the mediating effect of university students' absorptive capacity and the moderating effect of environmental responsibility. METHODOLOGY: The study samples university graduates in Chinese universities (N = 434) by adopting a lagged research design spanning over three months. We assessed the proposed model through the multivariate analytical technique. FINDINGS: The findings indicate that institutional support and green knowledge transfer significantly elevate university students' green entrepreneurial behavior. Further, these relationships are intervened considerably through absorptive capacity's mediating effect and environmental responsibility's moderating effect. IMPLICATIONS: By investigating the crucial roles of institutional support and green knowledge transfer in culminating university students' green entrepreneurial behavior, our study extends the boundary conditions of these relationships and investigates the hitherto unexplored moderated mediation model.

The impact of rural e-commerce participation on farmers' entrepreneurial behavior: Evidence based on CFPS data in China.

The "Three Rural Issues", encompass challenges related to agriculture, farmer, and rural area, which hold significant importance in driving comprehensive rural revitalization efforts in China. Farmer entrepreneurship, as a crucial means to enhance productivity, create job opportunities, and increase residents' income, has gradually become a key driving force in promoting rural revitalization in the new stage of development in China. With the rapid development of rural e-commerce, farmer entrepreneurship has encountered new opportunities. This study utilizes the 2020 China Family Panel Studies (CFPS) data and employs a structural equation model (SEM) to analyze the direct impact of rural e-commerce participation on farmer entrepreneurial behavior, considering factors such as human capital, social capital, and network infrastructure. This study further explores the indirect effects and mechanisms of e-commerce participation as a mediating variable and analyzes the impact and mechanisms on agricultural entrepreneurship behavior. The findings are as follows: (1) E-commerce participation significantly promotes farmer entrepreneurial behavior; (2) E-commerce participation as a mediating variable has a positive indirect effect on the relationship between social trust, network infrastructure, human capital, and farmer entrepreneurial behavior; (3) E-commerce participation has a significant positive influence on farmer entrepreneurship in the agricultural sector, and farmers with higher levels of network infrastructure and human capital have a higher probability of choosing agricultural entrepreneurship under the influence of e-commerce participation. Finally, this study provides policy recommendations in terms of infrastructure construction, entrepreneurial policy environment, and education level, aiming to optimize the situation of farmer entrepreneurship and contribute to the comprehensive promotion of rural revitalization.Overall, the research in this paper effectively combines theory and empirical evidence to outline the direct and indirect impact mechanisms of rural e-commerce participation on farmers' entrepreneurial behavior and agriculture-related entrepreneurial behavior and to test the effects of their impacts. First, most of the existing literature deals with farmers in individual sample areas, while the sample selected in this paper is farmers in the whole country, which is relatively more generalizable; second, most of the previous studies explore the level of e-commerce in the inter-provincial or county areas, while this paper expands the empirical study of rural e-commerce on the entrepreneurial behavior of farmers and the micro-period of agricultural entrepreneurial behavior, and focuses on the impacts of the e-commerce activities of farmers on their entrepreneurial behavior.

Assessing the impact of Medical Education's Innovation & Entrepreneurship Program in China.

OBJECTIVE: A growing number of clinical undergraduates are chosen to enter institutions for higher education biotechnology and industry workforce, though most need more laboratory experience training and business practice. Innovation and Entrepreneurship Program (I&E Program) can benefit from biological experiment and commercialization training largely absent from standard clinical medical educational curricula. Our study investigates the impact and status of the I&E Program in enhancing medical students' research and entrepreneurial abilities and provides recommendations for improving this program. METHODS: A cross-sectional study was applied by delivering a questionnaire to survey medical students from Central South University who participated in the I&E Program. The questionnaire consisted of three parts: basic information, the impact of the I&E Program on medical students' research and entrepreneurial abilities, and attitudes and recommendations regarding the I&E Program. RESULTS: Many students participating in the I&E Program have received competition awards and improved their academic experience, article writing, and application patents. Their research-related abilities have been enhanced, including in-lab techniques, theoretical research skills, data analysis knowledge, clinical research skills, experimental research skills, entrepreneurship, data analysis ability, teamwork, and communication. While 73.93% of students express satisfaction with the I&E Program, there are still several areas of improvement, including more robust practical components, increased support, and enhanced teamwork. CONCLUSION: The scale of the I&E Program is rapidly expanding to address scientific research or business skills needed by college students in the new era. However, more programs still need to be discontinued during their further study. The I&E Program significantly enhances research abilities and fosters confidence in their study. This analysis emphasizes the importance of research-oriented and interdisciplinary education for students' holistic development in medical schools compared with formal medical education.

University innovation and start-ups: Barriers and facilitators experienced by nursing faculties - A content analysis study.

AIM: University start-ups have gained significant popularity as a means of translating knowledge and research into practical applications. However, there is a lack of understanding regarding the experiences and perspectives of nursing faculties engaged in start-up ventures. The objective of this study was to explore valuable insights into the barriers and facilitators within this context for promoting success, generating entrepreneurial attitudes, as well as enhancing the sustainability of nursing faculty-led start-ups. DESIGN: We employed a content analysis methodology to capture the real-life experiences of nursing faculties involved in university start-ups. This approach is an effective way to gain a comprehensive understanding of the subject. METHODS: Data were collected using semi-structured interviews. Graneheim and Lundman's step was used for analysis and to identify recurring patterns and themes within the collected data. Sampling was done purposefully, with convenience and snowball techniques until data saturation. The MAXQDA version 10 software was utilised to easily analyse, code and present data. RESULTS: The analysis revealed four major themes encompassed: motivational factors, personal attributes, limited entry support and barriers to scaling. These themes shed light on factors, support systems, challenges faced during growth as well as personal characteristics highlighted by the participants. Our study highlighted the factors influencing entrepreneurship in nursing faculties. Addressing the challenges of this study requires enhancing support systems and fostering personal development for entrepreneurial success in healthcare innovation. Policymakers can promote university education to expand the entrepreneurship process using more facilities and make more services accessible.

Factors influencing female students' entrepreneurial intention in vocational colleges: A multi-group analysis based on household income.

Female entrepreneurs have irreplaceable status and essential significance in entrepreneurship research. Improving females' entrepreneurial intentions is an important topic in this area. Accordingly, this study, based on the theory of planned behavior, investigates the factors that affect female students' entrepreneurial intention at China's vocational colleges and whether household income moderates the relationship between entrepreneurial education, attitude, competence, self-efficacy and entrepreneurial intention. 2149 females from vocational colleges in Guangdong Province, Zhejiang Province, and Jiangxi Province were randomly chosen to participate in the study. They had taken part in entrepreneurial courses throughout 2021-2022. In addition, data were analyzed by structural equation modeling partial least squares. The results demonstrate that entrepreneurial education did not directly affect female students' intentions. Entrepreneurial competence, self-efficacy, and attitude positively affect entrepreneurial intention. It is further concluded that household income significantly moderates the relationship between entrepreneurial education, attitude, competence, and intention. However, there is no significant difference in the relationship between self-efficacy and entrepreneurial intention between high and low-household-income students. While females continue to confront sexism in the workplace, it is crucial that we conduct empirical research into the factors influencing female entrepreneurial intention to boost economic growth and gender parity. This research helps bridge a gap in the prior literature and adds substantial value to encouraging female entrepreneurs.

Examining the Effect of Entrepreneurial Leadership on Nursing Team Creativity in New Hospitals: A Structural Equation Model.

METHODS: This cross-sectional study sampled 833 nurses from 2 new hospitals in Guizhou Province, China. They completed a questionnaire on entrepreneurial leadership, nursing team creativity, innovation climate, creative self-efficacy, team psychological safety, and knowledge sharing. Data were analyzed using structural equation modeling. RESULTS: Entrepreneurial leadership positively influenced nursing team creativity. Innovation climate, creative self-efficacy, team psychological safety, and knowledge sharing mediated the relationship between entrepreneurial leadership and nursing team creativity in new hospitals. CONCLUSIONS: This study confirmed the significant role of innovation climate, creative self-efficacy, team psychological safety, and knowledge sharing in mediating the relationship between entrepreneurial leadership and nursing team creativity through empirical analysis.