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Synergising academia and industry: the impact of human capital on innovation commercialisation

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Abstract
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Purpose This study examines how two collaboration channels – education and training and research and development (R&D) – within university–business collaboration (UBC) are associated with firms’ innovation, commercialisation, talent access and efficiency outcomes. Design/methodology/approach Using a nationwide survey of 4,188 academics and multilevel logit models (GLMM), we estimate the odds of four firm-level outcomes and report odds ratios (ORs) with 95% confidence intervals to assess the magnitude and significance of UBC effects. Findings Collaborative R&D initiatives significantly enhance the commercialisation of academic inventions and the efficiency of business operations. Engagements in education- and training-oriented UBC are positively associated with product and process innovation and firms’ access to student talent, underscoring the human–capital dimension of collaboration. The results highlight the complementary roles of R&D and education-based collaboration in fostering innovation and organisational performance, while indicating that some structural and relational barriers continue to constrain UBC effectiveness. Research limitations/implications Outcomes are reported by academics and anchored in documented project outputs; hence, the industry-level effects are assessed from the perspective and perceptions of the academic respondents rather than from direct firm data. We therefore acknowledge the single-source nature of the dataset and discuss potential implications for interpretation and generalisability. Originality/value This paper provides one of the first large-scale analyses of individual-level human capital in UBC within the Turkish context, distinguishing between education and training and R&D channels and linking them to specific firm-level outcomes through a multilevel modelling approach.

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The Impact of Human Capital on Green Technology Innovation—Moderating Role of Environmental Regulations
  • Mar 9, 2023
  • International Journal of Environmental Research and Public Health
  • Jie Zhang + 1 more

Green technology innovation can bring about dual benefits, i.e., technological progress and energy conservation, as well as emission reduction, which are regarded as effective means to achieve economic development and environmental protection. The influencing factors of green technology innovation have been studied from multiple angles. In order to promote the level of green technology innovation in China from a new perspective, this paper selected human capital as the independent variable, and empirically investigated the direct impact of educational and healthy human capital on green technology innovation, based on the panel data of 30 Chinese provinces (excluding Hong Kong, Macao, Taiwan and Tibet) from 2006 to 2016. Meanwhile, considering the current environmental policy system in China, this paper took environmental regulations as moderating variables, and analyzed the moderating role of three environmental regulations, namely, command-and-control environmental regulations, market-incentivized environmental regulations, and public voluntary environmental regulations, in the impact of human capital on green technology innovation. It was found that (1) educational human capital, with a three-period lag, and healthy human capital significantly promotes green technology innovation; (2) command-and-control environmental regulations, with a one-period lag, and market-incentivized environmental regulations promote green technology innovation, while public voluntary environmental regulations have an insignificant impact on green technology innovation; (3) the moderating effect of command-and-control and market-incentivized environmental regulations in the impact of human capital on green technology innovation is not significant. For public voluntary environmental regulations, the moderating effect between educational human capital and green technology innovation is significantly negative, while the moderating effect of healthy human capital on green technology innovation is not significant.

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RETRACTED ARTICLE: An empirical study on the impact of human capital on cost efficiency: taking the main corn production areas in China as an example
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This article has been retracted from publication in the Taylor & Francis journal, Acta Agriculturae Scandinavica, Section B — Soil & Plant Science. Following publication, concerns were raised by multiple third-parties around the content of the special issue and the decision-making process. Following an investigation by the Taylor & Francis Publishing Ethics & Integrity team in full cooperation with the Editor-in-Chief, it was confirmed that this article included in Special Issue titled “ Envisage Computer Modelling and Statistics for Agriculture”, guest edited by Gunasekaran Manogaran was not peer-reviewed appropriately, in line with the Journal's peer review standards and policy. As the stringency of the peer review process is core to the integrity of the publication process, the Editor and Publisher have decided to retract all of the articles within the above-named Special Issue. The journal has not confirmed if the authors were aware of this compromised peer review process. The journal is committed to correcting the scientific record and will fully cooperate with any institutional investigations into this matter. The authors have been informed of this decision. We have been informed in our decision-making by our policy on publishing ethics and integrity and the COPE guidelines.

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The study aimed at identifying the impact of human capital on organizational performance in four mobile companies in Republic of Yemen (MTN, Yemen Mobile, SabaFon, and Y). The study used the descriptive analytical method to answer the study questions and test the hypotheses. For the purpose of data collection, a questionnaire was developed and distributed to the sample of the study which is 327 employees selected from all the organizational levels. The data were analyzed using simple regression analysis. The findings of the study indicated that there is a significant impact of human capital on organizational performance at mobile phone companies in Yemen. Findings also showed that among human capital dimensions; knowledge was the most influential dimension on organizational performance. In light of the study results, it is recommended to pay great attention to human capital by improving the employees' skills and capabilities through training courses and workshops. The study also recommended engaging the employees in setting the organization’s policies and plans, and considering their suggestions and views which may improve the organization and achieve its goals.
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  • Cite Count Icon 64
  • 10.1007/s11356-021-17565-5
Does financial development reinforce ecological footprint in Singapore? Evidence from ARDL and Bayesian analysis.
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  • Sep 17, 2022
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In China, exploring the relationship between human capital and green economy in the context of economic transformation can promote the construction of an ecological civilization and high-quality economic development. This paper is dedicated to assessing the impact of human capital stock, human capital structure, and the difference between the two on China's green economy. Using the super-efficiency slack-based measure (SBM) model, this paper evaluated the green total factor productivity (GTFP) of 30 Chinese provinces to assess the greenness of its economy and analyzed its spatiotemporal evolution from 2000 to 2017. A spatial error model (SEM) was established to explore the impact of human capital on green economy. The results show that (1) the GTFP of China increased continuously from 0.219 to 0.457, showing a regional spatial differentiation of "eastern region > central region > western region." The spatial gaps of the green economy in the east-west and north-south directions are narrowing. (2) Moran's I index and Moran's I scatter plot indicate a significant spatial correlation between human capital and China's green economy. The local spatial correlation between human capital and green economy is mainly characterized by "high-high" and "low-low" types of agglomeration. (3) The effects of human capital stock and human capital structure on green economy were both positive, with coefficients of 0.0005 and 0.1601, respectively, but the effects of human capital structure were not significant. (4) The results of regional regression show that the difference between the human capital impact coefficients on green economy in the eastern and midwestern regions is small. The impact of human capital stock and human capital structure on green economy is consistent with the national level results. It can be preliminarily concluded that the development of China's green economy relied more on improving the human capital stock than on the improvement of the human capital structure. This study further enriches the literature on the green economy and provides information that can support government policy-making.

  • Supplementary Content
  • Cite Count Icon 1
  • 10.22004/ag.econ.19442
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  • RePEc: Research Papers in Economics
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Understanding the impact of human capital on small business development is crucial to both entrepreneurs and the entities that serve them. The objective of this study, therefore, is to determine the impact of human capital on entrepreneurs who are approaching firm birth, in order to provide entrepreneurs, small business development centers, and universities with the best resources possible. One hundred twenty-eight entrepreneurs in the gestation period have been contacted through workshops held by Purdue University and the Indiana Small Business Development Center. Sixty-five of those entrepreneurs agreed to participate in a two year study with follow-up information gathered at two month intervals, giving a current response rate of approximately 51%. Data has been and continues to be collected through a survey distributed at various small business development workshops. The preliminary survey instrument used in the analysis requests data regarding: personal demographics, community demographics, human capital, financial capital, and social capital. A logistic regression model was formulated using the preliminary results to determine the relative impact of human capital on an entrepreneur's participation in a small business start-up. Results show that human capital factors, such as college education and having attempted a business plan, are statistically significant. This indicates that funds allocated by small business development entities to the development of human capital are important in determining participation in a small business start-up. In addition to the information provided by the logit model, probabilities have been calculated to simulate those characteristics that affect an entrepreneur in participating in business a start-up. With the results from the two month follow-ups, additional information will be gained regarding the effect of human capital on the actual success or failure of the small business. Through panel data gathered as this study progresses, both entrepreneurs and small business development entities should be able to better understand the impact of human capital on participation in a start-up and the outcome of that start-up.

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The neoliberal trend in human resource management has been to increase corporate profits by cutting personnel expenses. Mean while, corporate leaders continue to give official speeches clamming that people are their greatest asset. By applying a longitudinal approach to the organizational scope of the phenomenon, we explored the possible relationship between investment in human capital and organizational performance in Portuguese companies from 2010 to 2016. Our findings indicated that a 1% increment in investment in human capital increased gross value added by 0.63% the same year, and by 0.65% if the increase remained consistent over 2 years. The organizational context in which behaviours occurred, represented by the life cycle stage variable, also positively impacted performance, especially when investment in human capital was made in stage 4- decline. Our findings led us to conclude that cutting personnel expenses is detrimental to company performance and contributes to poorer business results.

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  • 10.1371/journal.pone.0304730
Analysis of human capital effects introducing Bayesian quantile regression in the process of industrial structural upgrading.
  • Jul 8, 2024
  • PloS one
  • Shaodong Shi + 1 more

In recent years, with the continuous evolution of the global economy and the adjustment of industrial structures, the understanding of the role played by human capital in the process of economic development has become particularly important. However, existing research on the impact of human capital on economic growth often adopts traditional regression methods, failing to comprehensively consider the heterogeneity and nonlinear relationships in the data. Therefore, to more accurately understand the influence of human capital on economic growth at different stages, this study employs Bayesian quantile regression method (BQRM). By incorporating BQRM, a better capture of the dynamic effects of human capital in the process of industrial structure upgrading is achieved, offering policymakers more targeted and effective policy recommendations to drive the economy towards a more sustainable direction. Additionally, the experiment also examines the impact of other key factors such as technological progress, capital investment, and labor market conditions on economic growth. These factors, combined with human capital, collectively promote the upgrading of industrial structure and the sustainable development of the economy. This study, by introducing BQRM, aims to fill the research gap regarding the impact of human capital on economic development during the industrial structural upgrading process. In the backdrop of the ongoing evolution of the global economy and adjustments in industrial structure, understanding the role of human capital in economic development becomes particularly crucial. To better comprehend the direct impact of human capital, the experiment collected macroeconomic data, including GDP, industrial structure, labor skills, and human capital, from different regions over the past 20 years. By establishing a dynamic panel data model, this study delves into the trends in the impact of human capital at various stages of industrial structure upgrading. The research findings indicate that during the high-speed growth phase, the contribution of human capital to GDP growth is 15.2% ± 2.1%, rising to 23.8% ± 3.4% during the period of industrial structure adjustment. Technological progress, capital investment, and labor market conditions also significantly influence economic growth at different stages. In terms of innovation improvement, this study pioneers the use of BQRM to gain a deeper understanding of the role of human capital in economic development, providing more targeted and effective policy recommendations. Ultimately, to promote sustainable economic development, the experiment proposes concrete and targeted policy recommendations, emphasizing government support in training and skill development. This study not only fills a research gap in the relevant field but also provides substantive references for decision-makers, driving the economy towards a more sustainable direction.

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