A new travel time reliability-based traffic assignment model is proposed to investigate the effects of an advanced transportation information system (ATIS) on drivers' risk-taking path choice behaviours in transpo...A new travel time reliability-based traffic assignment model is proposed to investigate the effects of an advanced transportation information system (ATIS) on drivers' risk-taking path choice behaviours in transportation networks with demand uncertainty. In the model, drivers are divided into two classes. The first class is not equipped with ATIS, while the second class is equipped with ATIS. Different risk-taking path choice behaviours of the two classes are studied, respectively. A corresponding mixed equilibrium traffic assignment model is formulated as a variational inequality problem in terms of path flows, which is solved by a heuristic solution algorithm. Numerical results indicate that the ATIS can influence the drivers' risk-taking path choice behaviours and the total system travel time in transportation networks with demand uncertainty. It is also found that under higher demand levels, the benefits of ATIS for network performance enhancement may be more obvious.展开更多
This study investigated the roles of adolescent popularity and likeability in eight domains of risk-taking in Australian grade 9 students (53% girls). The eight domains included previously examined areas of aggressive...This study investigated the roles of adolescent popularity and likeability in eight domains of risk-taking in Australian grade 9 students (53% girls). The eight domains included previously examined areas of aggressive behaviours, alcohol use, and sexual intercourse, and areas where there is scarce information, including antisocial activities, unprotected intercourse, body image-related risk-taking, unsafe road practices, and stranger-related risk-taking. The results indicated a clear association between popularity and higher risk-taking in five of the eight domains. This is contrasted with likeability, which was not directly related to risk-taking aside from one two-way interaction with gender for sexual intercourse. The findings demonstrate the importance of including a broader range of risk-taking activities when considering popularity, particularly stranger-related risk-taking.展开更多
<strong>Purpose:</strong> The purpose of this study was to prepare a self-assessment questionnaire for nurses’ risk-taking behavior (RTB) in medication and to develop a reliable and valid questionnaire. &...<strong>Purpose:</strong> The purpose of this study was to prepare a self-assessment questionnaire for nurses’ risk-taking behavior (RTB) in medication and to develop a reliable and valid questionnaire. <strong>Method: </strong>In the first study, a draft of the self-evaluation questionnaire for nurses’ RTB in medication was prepared based on the literature study and qualitative analysis of important case information included in the Project to Collect Medical Near-miss/Adverse Event Information Annual Report of the Ministry of Health, Labor and Welfare. Following the studies, face validity was confirmed, and a questionnaire survey was conducted for nurses who oversee medication nationwide to verify the reliability and validity. <strong>Result: </strong>The number of subjects was 586 (valid response rate: 94.1%). Item analysis and exploratory factor analysis showed that 4 factors and 12 items for the RTBs in daily life and 4 factors and 20 items for RTBs in medication could be extracted. Confirmatory factor analysis confirmed the fit of the hypothetical model obtained by exploratory factor analysis. In addition, Cronbach’s α coefficient was 0.888. Thus, high reliability and validity were obtained. A correlation was found by comparing the total scores of each RTB factor with the incident/accident group, and a standard for self-evaluation value could be established (p < 0.01). <strong>Conclusions: </strong>We were able to develop a self-assessment questionnaire for nurses’ risk-taking behavior in medication. This questionnaire will be used by nurses to find out their trends.展开更多
Eye tracking can facilitate understanding irrational decision-making in contexts such as financial risk-taking.For this purpose,we develop an experimental framework in which participants trade a risky asset in a simul...Eye tracking can facilitate understanding irrational decision-making in contexts such as financial risk-taking.For this purpose,we develop an experimental framework in which participants trade a risky asset in a simulated bubble market to maximize individual returns while their eye movements are recorded.Returns are sensitive to eye movement dynamics,depending on the presented visual stimuli.Using eye-tracking data,we investigated the effects of arousal,attention,and disengagement on individual payoffs using linear and nonlinear approaches.By estimating a nonlinear model using attention as a threshold variable,our results suggest that arousal positively influences trading returns,but its effect becomes smaller when attention exceeds a certain threshold,whereas disengagement has a higher negative impact on reduced attention levels and becomes almost irrelevant when attention increases.Hence,we provide a neurobehavioral metric as a function of attention that predicts financial gains in boomand-bust scenarios.This study serves as a proof-of-concept for developing future psychometric measures to enhance decision-making.展开更多
The great impact of monetary policy on bank risk-taking,facilitated by a liquidity mechanism,significantly complicates the macro-prudential supervision process.Surprisingly,limited scholarly research has delved into t...The great impact of monetary policy on bank risk-taking,facilitated by a liquidity mechanism,significantly complicates the macro-prudential supervision process.Surprisingly,limited scholarly research has delved into this particular issue.Hence,in this paper,the liquidity variable is introduced into the dynamic linear model to depict the liquidity mechanism by which monetary policy affects bank risk-taking.Based on micro-data from 133 commercial banks in China,this paper empirically tests using systematic Gaussian mixture models estimation and a panel smooth transition regression model.The findings reveal that while monetary policy does not exhibit a significant risk-shifting effect.A marked liquidity transmission effect,however,is observed,whereby easy monetary policy noticeably exacerbates bank risk-taking.This impact becomes more pronounced as liquidity levels improve.The most significant negative impact of monetary policy on bank risk-taking occurs when bank liquidity reaches approximately 43%.Moreover,when banks maintain high levels of liquidity,the statutory deposit reserve ratio exerts a greater regulatory effect than other monetary policy tools.Contractionary monetary policy imposes noticeably weaker restraints than expansionary monetary policy,particularly in banks with higher liquidity levels.Moreover,the interplay between monetary policy and bank risk-taking is contingent upon not just the liquidity level of banks,but also their asset size and capital adequacy.展开更多
Previous literature showed mixed results about the impact of CEOs’financial literacy(CFL)on small and medium-sized enterprises’(SMEs)innovation.This relationship can be motivated by relevant variables,which are miss...Previous literature showed mixed results about the impact of CEOs’financial literacy(CFL)on small and medium-sized enterprises’(SMEs)innovation.This relationship can be motivated by relevant variables,which are missing in the previous literature and make a difference as mediators.In this sense,based on the theoretical framework related to upper echelon theory and resource-based view,this study focuses on the mediating effect of risk-taking attitude and management control systems(MCS)varia-bles.Empirical data from 310 SMEs gathered using a qualitative research questionnaire are analyzed using structural equation modeling methodology.Specifically,estimations are carried out considering the partial least square method.Findings show that MCS and managers’risk attitudes fully mediate the relationship between financial literacy(FL)and innovation.Between these two mediating variables,the implementation of MCS stands out because it also enables the mediating effect of CEOs’risk-taking in the CFL–technological innovation relationship.As the results do not support the significant direct relationship between FL and risk attitude,they confirm an indirect effect through MCS.Furthermore,based on the study findings,SMEs’directors and owners,business associations,and public authorities can improve SMEs’technological innovation by implementing training programs and policies to foster CFL.They can also acknowledge the interdependency between organizational factors and individual characteristics to enhance SMEs’technological innovation.展开更多
This review explores entrepreneurial orientation and innovation ecosystems in the industrial sector of the Central Region, Kampala, Uganda, through an analysis of ten scholarly articles. The study contextualizes the r...This review explores entrepreneurial orientation and innovation ecosystems in the industrial sector of the Central Region, Kampala, Uganda, through an analysis of ten scholarly articles. The study contextualizes the research within the regional landscape and establishes a theoretical framework through a focused literature review. Key findings highlight the intersection of entrepreneurial activities and innovation dynamics, emphasizing the region’s unique contributions to the broader field. Discussions on discrepancies and unexplored territories within the articles offer insights into limitations and research gaps. The manuscript concludes by identifying future research avenues, providing a roadmap for ongoing inquiry into the entrepreneurial and innovative dimensions of the Central Region’s industrial sector. This synthesis underscores the importance of cultivating an entrepreneurial mindset and collaborative innovation strategies for sustainable industrial development in the region.展开更多
Through introducing internet finance’s“reducing management cost”and“raising capital cost”effects into bank risk-taking model,this paper systematically investigates the dynamic and heterogeneous influence of inter...Through introducing internet finance’s“reducing management cost”and“raising capital cost”effects into bank risk-taking model,this paper systematically investigates the dynamic and heterogeneous influence of internet finance on commercial banks’risk-taking.Using internet finance index based on“text mining”and data of 36 commercial banks from 2003 to 2013,we makes an empirical test.The results show,firstly,the impact of internet finance on commercial banks’risk-taking is a“U”trend.The initial development of internet finance can help commercial banks reduce management cost and risk-taking,but then internet finance will raise capital cost,and turn to exacerbate banks’risk-taking.Secondly,the response of commercial banks’risk-taking is heterogeneous.Large commercial banks’response is slow,while small and medium banks’response is relatively sensitive.展开更多
We investigate the unique role and mechanisms of industry growth in firms’risk-taking policies.We find that industry growth is negatively associated with corporate risk-taking,consistent with the prospect theory that...We investigate the unique role and mechanisms of industry growth in firms’risk-taking policies.We find that industry growth is negatively associated with corporate risk-taking,consistent with the prospect theory that a high-growth industry gives firms a superior external environment,which may cause them to refrain from corporate risk-taking as in the saying“thinking of peace when rich.”This correlation is stronger for product market leaders,industries encouraged by industry policies and industries that receive more government support.Firms reduce risk-taking through various corporate policies,including long-term,high-value investments,operational efficiency and cash holdings in response to high industry growth.Overall,our results are consistent with industry growth negatively affecting corporate risk-taking.展开更多
Background: HPV is one of the main sexually transmitted diseases, especially among the female population. This is an important etiologic agent for the development of cervical intraepithelial lesions and cervical cance...Background: HPV is one of the main sexually transmitted diseases, especially among the female population. This is an important etiologic agent for the development of cervical intraepithelial lesions and cervical cancer. It is considered a public health problem, since young women are the most vulnerable group to this virus. Therefore, it is important that the socioeconomic and demographic profile of these women and their risk behaviors are known, so that it is possible to contribute in reducing infection occurrences in the studied population. Objectives: To describe the socioeconomic and demographic characteristics and investigate the behavioral sexual-affective aspects of risk of adolescents and young students from Rio de Janeiro/Brazil when tackling HPV infection. Methods: A group composed by 128 individuals susceptible to HPV—classified as adolescent women and young women who are students at a high school in one unity of the municipality of Rio de Janeiro. The studied period was from May to November. A quantitative descriptive approach was used, in which data were highlighted in variables, divided into economic, demographic and behavioral characteristics. Data were entered into an Excel spreadsheet and organized by descriptive statistics performed by simple frequency (%). Results: The age range of the young women who have the possibility of being infected with HPV was from 15 to 25. The focused family income among these young women was up to 2 minimum wages. The risk behavior detected in 37.5% of adolescent women and in 43.8% of young women is that these women never used condoms in sexual intercourse. Conclusion: The research showed that the studied women are vulnerable due to risk behavior practices that may lead to the virus acquisition. More focuses on educational actions of preventive measures regarding HPV infection should be emphasized, favoring a lower incidence of human papillomavirus infection and cervical cancer.展开更多
As the number of“ownerless”enterprises in China’s capital market increases,so does the importance of paying attention to their behavior.From the perspective of enterprises’control rights allocation,we find that no...As the number of“ownerless”enterprises in China’s capital market increases,so does the importance of paying attention to their behavior.From the perspective of enterprises’control rights allocation,we find that non-actual controllers can inhibit corporate innovation by intensifying agency conflicts,reducing corporate risk-taking and strengthening financing constraints.We also find that a larger proportion of independent directors,higher audit quality,greater managerial ownership and less environmental uncertainty weaken the negative effect of non-actual controllers on corporate innovation.In contrast,multiple large shareholders strengthen the inhibitory effect of nonactual controllers on corporate innovation,but this inhibitory effect comes from over-supervision rather than from collusion.We further divide nonactual controllers into real and hidden types and find that real non-actual controllers still have a significant inhibitory effect on corporate innovation.Finally,we rule out the competitive explanation of equity dispersion,whereby non-actual controllers inhibit corporate innovation.This study enriches the literature on the factors influencing corporate innovation and provides evidence of the adverse impact of non-actual controllers.展开更多
Using a multiphase difference-in-differences model, this study investigates the relationship between export trade and the corporate technological innovation of listed companies. It reveals that engaging in export trad...Using a multiphase difference-in-differences model, this study investigates the relationship between export trade and the corporate technological innovation of listed companies. It reveals that engaging in export trade increases corporate innovation input and output. In terms of patent output, export trade greatly promotes the output of invention patents and utility model patents with a high technological content. These conclusions remain valid after a series of robustness and endogeneity tests. Regarding the mechanisms of the observed relationships, export trade stimulates corporate technological innovation mainly by realizing economies of scale and increasing risk-taking. The positive correlation between export trade and corporate technological innovation is strongest among state-owned enterprises, non-high-tech enterprises, enterprises based in central and eastern China, enterprises engaged in general trade, and enterprises exporting to developed economies. Given the growing trade frictions ongoing at the time of writing, the conclusions of this study provide vital practical guidance and empirical evidence for a national strategy of innovation-driven development.展开更多
基金The National High Technology Research and Development Program of China (863 Program) (No.2006AA11Z209)Youth Science and Technology Foundation of China University of Mining and Technology (No.2007A028)Natural Science Foundation of Beijing (No.9073018)
文摘A new travel time reliability-based traffic assignment model is proposed to investigate the effects of an advanced transportation information system (ATIS) on drivers' risk-taking path choice behaviours in transportation networks with demand uncertainty. In the model, drivers are divided into two classes. The first class is not equipped with ATIS, while the second class is equipped with ATIS. Different risk-taking path choice behaviours of the two classes are studied, respectively. A corresponding mixed equilibrium traffic assignment model is formulated as a variational inequality problem in terms of path flows, which is solved by a heuristic solution algorithm. Numerical results indicate that the ATIS can influence the drivers' risk-taking path choice behaviours and the total system travel time in transportation networks with demand uncertainty. It is also found that under higher demand levels, the benefits of ATIS for network performance enhancement may be more obvious.
文摘This study investigated the roles of adolescent popularity and likeability in eight domains of risk-taking in Australian grade 9 students (53% girls). The eight domains included previously examined areas of aggressive behaviours, alcohol use, and sexual intercourse, and areas where there is scarce information, including antisocial activities, unprotected intercourse, body image-related risk-taking, unsafe road practices, and stranger-related risk-taking. The results indicated a clear association between popularity and higher risk-taking in five of the eight domains. This is contrasted with likeability, which was not directly related to risk-taking aside from one two-way interaction with gender for sexual intercourse. The findings demonstrate the importance of including a broader range of risk-taking activities when considering popularity, particularly stranger-related risk-taking.
文摘<strong>Purpose:</strong> The purpose of this study was to prepare a self-assessment questionnaire for nurses’ risk-taking behavior (RTB) in medication and to develop a reliable and valid questionnaire. <strong>Method: </strong>In the first study, a draft of the self-evaluation questionnaire for nurses’ RTB in medication was prepared based on the literature study and qualitative analysis of important case information included in the Project to Collect Medical Near-miss/Adverse Event Information Annual Report of the Ministry of Health, Labor and Welfare. Following the studies, face validity was confirmed, and a questionnaire survey was conducted for nurses who oversee medication nationwide to verify the reliability and validity. <strong>Result: </strong>The number of subjects was 586 (valid response rate: 94.1%). Item analysis and exploratory factor analysis showed that 4 factors and 12 items for the RTBs in daily life and 4 factors and 20 items for RTBs in medication could be extracted. Confirmatory factor analysis confirmed the fit of the hypothetical model obtained by exploratory factor analysis. In addition, Cronbach’s α coefficient was 0.888. Thus, high reliability and validity were obtained. A correlation was found by comparing the total scores of each RTB factor with the incident/accident group, and a standard for self-evaluation value could be established (p < 0.01). <strong>Conclusions: </strong>We were able to develop a self-assessment questionnaire for nurses’ risk-taking behavior in medication. This questionnaire will be used by nurses to find out their trends.
文摘Eye tracking can facilitate understanding irrational decision-making in contexts such as financial risk-taking.For this purpose,we develop an experimental framework in which participants trade a risky asset in a simulated bubble market to maximize individual returns while their eye movements are recorded.Returns are sensitive to eye movement dynamics,depending on the presented visual stimuli.Using eye-tracking data,we investigated the effects of arousal,attention,and disengagement on individual payoffs using linear and nonlinear approaches.By estimating a nonlinear model using attention as a threshold variable,our results suggest that arousal positively influences trading returns,but its effect becomes smaller when attention exceeds a certain threshold,whereas disengagement has a higher negative impact on reduced attention levels and becomes almost irrelevant when attention increases.Hence,we provide a neurobehavioral metric as a function of attention that predicts financial gains in boomand-bust scenarios.This study serves as a proof-of-concept for developing future psychometric measures to enhance decision-making.
文摘The great impact of monetary policy on bank risk-taking,facilitated by a liquidity mechanism,significantly complicates the macro-prudential supervision process.Surprisingly,limited scholarly research has delved into this particular issue.Hence,in this paper,the liquidity variable is introduced into the dynamic linear model to depict the liquidity mechanism by which monetary policy affects bank risk-taking.Based on micro-data from 133 commercial banks in China,this paper empirically tests using systematic Gaussian mixture models estimation and a panel smooth transition regression model.The findings reveal that while monetary policy does not exhibit a significant risk-shifting effect.A marked liquidity transmission effect,however,is observed,whereby easy monetary policy noticeably exacerbates bank risk-taking.This impact becomes more pronounced as liquidity levels improve.The most significant negative impact of monetary policy on bank risk-taking occurs when bank liquidity reaches approximately 43%.Moreover,when banks maintain high levels of liquidity,the statutory deposit reserve ratio exerts a greater regulatory effect than other monetary policy tools.Contractionary monetary policy imposes noticeably weaker restraints than expansionary monetary policy,particularly in banks with higher liquidity levels.Moreover,the interplay between monetary policy and bank risk-taking is contingent upon not just the liquidity level of banks,but also their asset size and capital adequacy.
文摘Previous literature showed mixed results about the impact of CEOs’financial literacy(CFL)on small and medium-sized enterprises’(SMEs)innovation.This relationship can be motivated by relevant variables,which are missing in the previous literature and make a difference as mediators.In this sense,based on the theoretical framework related to upper echelon theory and resource-based view,this study focuses on the mediating effect of risk-taking attitude and management control systems(MCS)varia-bles.Empirical data from 310 SMEs gathered using a qualitative research questionnaire are analyzed using structural equation modeling methodology.Specifically,estimations are carried out considering the partial least square method.Findings show that MCS and managers’risk attitudes fully mediate the relationship between financial literacy(FL)and innovation.Between these two mediating variables,the implementation of MCS stands out because it also enables the mediating effect of CEOs’risk-taking in the CFL–technological innovation relationship.As the results do not support the significant direct relationship between FL and risk attitude,they confirm an indirect effect through MCS.Furthermore,based on the study findings,SMEs’directors and owners,business associations,and public authorities can improve SMEs’technological innovation by implementing training programs and policies to foster CFL.They can also acknowledge the interdependency between organizational factors and individual characteristics to enhance SMEs’technological innovation.
文摘This review explores entrepreneurial orientation and innovation ecosystems in the industrial sector of the Central Region, Kampala, Uganda, through an analysis of ten scholarly articles. The study contextualizes the research within the regional landscape and establishes a theoretical framework through a focused literature review. Key findings highlight the intersection of entrepreneurial activities and innovation dynamics, emphasizing the region’s unique contributions to the broader field. Discussions on discrepancies and unexplored territories within the articles offer insights into limitations and research gaps. The manuscript concludes by identifying future research avenues, providing a roadmap for ongoing inquiry into the entrepreneurial and innovative dimensions of the Central Region’s industrial sector. This synthesis underscores the importance of cultivating an entrepreneurial mindset and collaborative innovation strategies for sustainable industrial development in the region.
基金Key project of National Social Sciences Fund,“Study on Internet Finance Risk Control and Supervision:Theory,System and Method”(Project Number:14AZD033)National Science Foundation General Project,“Study on the Risk Recognition and Warning of Real Estate Market Facing Financial Security”(Project Number:71373201)2015 National High-level University Building Government-funded Post-graduate Project(Project Number:201506280119).
文摘Through introducing internet finance’s“reducing management cost”and“raising capital cost”effects into bank risk-taking model,this paper systematically investigates the dynamic and heterogeneous influence of internet finance on commercial banks’risk-taking.Using internet finance index based on“text mining”and data of 36 commercial banks from 2003 to 2013,we makes an empirical test.The results show,firstly,the impact of internet finance on commercial banks’risk-taking is a“U”trend.The initial development of internet finance can help commercial banks reduce management cost and risk-taking,but then internet finance will raise capital cost,and turn to exacerbate banks’risk-taking.Secondly,the response of commercial banks’risk-taking is heterogeneous.Large commercial banks’response is slow,while small and medium banks’response is relatively sensitive.
基金the financial support of the National Natural Science Foundation of China(Grant No.71972189,71902201,71790603)the National Office for Philosophy and Social Science(Grant No.19FGLB048)+1 种基金the Natural Science Foundation of Guangdong Province(Grant No.2018A0303130328)the Guangdong Planning Office of Philosophy and Social Science(Grant No.GD18CYJ09)
文摘We investigate the unique role and mechanisms of industry growth in firms’risk-taking policies.We find that industry growth is negatively associated with corporate risk-taking,consistent with the prospect theory that a high-growth industry gives firms a superior external environment,which may cause them to refrain from corporate risk-taking as in the saying“thinking of peace when rich.”This correlation is stronger for product market leaders,industries encouraged by industry policies and industries that receive more government support.Firms reduce risk-taking through various corporate policies,including long-term,high-value investments,operational efficiency and cash holdings in response to high industry growth.Overall,our results are consistent with industry growth negatively affecting corporate risk-taking.
文摘Background: HPV is one of the main sexually transmitted diseases, especially among the female population. This is an important etiologic agent for the development of cervical intraepithelial lesions and cervical cancer. It is considered a public health problem, since young women are the most vulnerable group to this virus. Therefore, it is important that the socioeconomic and demographic profile of these women and their risk behaviors are known, so that it is possible to contribute in reducing infection occurrences in the studied population. Objectives: To describe the socioeconomic and demographic characteristics and investigate the behavioral sexual-affective aspects of risk of adolescents and young students from Rio de Janeiro/Brazil when tackling HPV infection. Methods: A group composed by 128 individuals susceptible to HPV—classified as adolescent women and young women who are students at a high school in one unity of the municipality of Rio de Janeiro. The studied period was from May to November. A quantitative descriptive approach was used, in which data were highlighted in variables, divided into economic, demographic and behavioral characteristics. Data were entered into an Excel spreadsheet and organized by descriptive statistics performed by simple frequency (%). Results: The age range of the young women who have the possibility of being infected with HPV was from 15 to 25. The focused family income among these young women was up to 2 minimum wages. The risk behavior detected in 37.5% of adolescent women and in 43.8% of young women is that these women never used condoms in sexual intercourse. Conclusion: The research showed that the studied women are vulnerable due to risk behavior practices that may lead to the virus acquisition. More focuses on educational actions of preventive measures regarding HPV infection should be emphasized, favoring a lower incidence of human papillomavirus infection and cervical cancer.
基金the financial support from the National Natural Science Foundation of China(No.72172063,No.71772094)
文摘As the number of“ownerless”enterprises in China’s capital market increases,so does the importance of paying attention to their behavior.From the perspective of enterprises’control rights allocation,we find that non-actual controllers can inhibit corporate innovation by intensifying agency conflicts,reducing corporate risk-taking and strengthening financing constraints.We also find that a larger proportion of independent directors,higher audit quality,greater managerial ownership and less environmental uncertainty weaken the negative effect of non-actual controllers on corporate innovation.In contrast,multiple large shareholders strengthen the inhibitory effect of nonactual controllers on corporate innovation,but this inhibitory effect comes from over-supervision rather than from collusion.We further divide nonactual controllers into real and hidden types and find that real non-actual controllers still have a significant inhibitory effect on corporate innovation.Finally,we rule out the competitive explanation of equity dispersion,whereby non-actual controllers inhibit corporate innovation.This study enriches the literature on the factors influencing corporate innovation and provides evidence of the adverse impact of non-actual controllers.
基金financial support from the National Natural Science Foundation of China(No.71972091)
文摘Using a multiphase difference-in-differences model, this study investigates the relationship between export trade and the corporate technological innovation of listed companies. It reveals that engaging in export trade increases corporate innovation input and output. In terms of patent output, export trade greatly promotes the output of invention patents and utility model patents with a high technological content. These conclusions remain valid after a series of robustness and endogeneity tests. Regarding the mechanisms of the observed relationships, export trade stimulates corporate technological innovation mainly by realizing economies of scale and increasing risk-taking. The positive correlation between export trade and corporate technological innovation is strongest among state-owned enterprises, non-high-tech enterprises, enterprises based in central and eastern China, enterprises engaged in general trade, and enterprises exporting to developed economies. Given the growing trade frictions ongoing at the time of writing, the conclusions of this study provide vital practical guidance and empirical evidence for a national strategy of innovation-driven development.