Enterprise Technological Innovation Research Articles

Analysis of enterprise management technology and innovation based on multilinear regression model

Abstract With the continuous innovation of scientific research, technological level and social and economic development, the technological innovation of enterprises in the continuous management is also facing a new breakthrough and upgrade. Especially for enterprises in the era of big data, in order to better respond to the new demands of the development of the new era, enterprise managers should make effective technological innovation from the global economic growth trend on the basis of clarifying their own development advantages. Therefore, on the basis of understanding the multiple linear regression model and its construction conditions, this paper analyses the influencing variables in the actual development according to the current management technology and innovation of enterprises, and obtains the clear results of the model research.

Is There Any Difference in the Impact of Digital Transformation on the Quantity and Efficiency of Enterprise Technological Innovation? Taking China’s Agricultural Listed Companies as an Example

The effect of digital transformation on enterprise technological innovation is reflected in quantity and quality, which may show heterogeneity. In this regard, this paper uses the data of China’s A-share agricultural listed companies from 2015 to 2020 to compare the differential impact of enterprise digital transformation from the perspective of quantity and quality of technological innovation. Firstly, the Tobit model is used to test whether there are differences in the impact of digital transformation on the quantity and quality of technological innovation of agricultural enterprises, and heterogeneity is tested according to the nature of enterprises. Secondly, this paper explores the reasons digital transformation has different effects on the quantity and quality of technological innovation through mechanism analysis. Finally, according to the threshold model, the conditions for digital transformation to promote the quantity and quality of technological innovation of agricultural enterprises are discussed. The empirical results show that, first, the digital transformation of agricultural enterprises only promotes the number of technological innovations, and there is heterogeneity in the nature of enterprises, but the innovation efficiency is not affected. Second, the period expense rate will lead to digital transformation, having different effects on the quantity and efficiency of technological innovation of agricultural enterprises. Third, the impact of digital transformation on the technological innovation efficiency of agricultural enterprises has a significant single threshold effect, and when the period expense rate is less than the threshold, the digital transformation has a significant role in promotion.

THE EFFECT OF EXECUTIVE INCENTIVES ON TECHNOLOGICAL INNOVATION OF DECLINING ENTERPRISES – THE MODERATING EFFECT OF DECLINE DEGREE AND ORGANISATIONAL SLACK

We examine the effects of different types of executive incentives on technological innovation of declining firms and the moderating effects of the degree of decline and organisational slack on executive incentives and enterprise technological innovation. We also assess the synergetic effects of different types of executive incentives on technological innovation of declining enterprises. We find the following: first, executive compensation incentive, equity incentive and control incentives are beneficial to promote technological innovation in declining enterprises. Second, the degree of decline negatively moderates the relationship between equity incentive and technological innovation. Third, organisational slack positively moderates the relationship between equity incentive and technological innovation, as well as the relationship between control incentives and technological innovation, especially for severely declining enterprises. Fourth, there are synergistic effects between executive control incentive and compensation incentive, control incentives and equity incentive on technological innovation. The contributions are as follows: first, taking declining enterprises as sample, we suggest that to increase the role of compensation incentive and equity incentive in promoting technological innovation in declining enterprises, the control incentives should be strengthened. Second, organisational slack should be fully exploited for severely declining enterprises so that executives should have the motivation and conditions to carry out technological innovation and further help declining enterprises to turnaround successfully.

How does ambidextrous leadership influence technological innovation performance? An empirical study based on high-tech enterprises

ABSTRACT The complex and changeable environment calls for entrepreneurs to adopt ambidextrous leadership (AL) strategies to balance the different demands within the organisation. Transformational and transactional leadership are the most widely studied leadership in the field of leadership and are regarded as an effective way to enhance enterprise technological innovation performance (ETIP) by scholars. However, previous studies have overlooked the complementary participation of these two paradoxical leadership behaviours in enterprise management as well as the influence of such complementary participation on employees’ psychological distance (PD). In order to make up for these gaps, this paper uses linear regression analysis, SEM, and ANOVA to explore the influence of AL on ETIP by empirically studying 308 functional department managers in 77 high-tech enterprises in China. The main conclusions are as follows: (1) AL has a significant positive impact on ETIP. (2) The positive impact of AL on ETIP is better than that of single transformational or transactional leadership. (3) PD partially mediates the relationship between AL and ETIP. The finding refines the academic understanding of the relationship between AL, PD, and ETIP, and is enlightening for entrepreneurs to effectively manage their enterprises.

Evaluation of enterprise technology innovation capability in prefabricated construction in China

PurposeThis study aims to evaluate enterprise technology innovation capability in prefabricated construction (PC) from an input-output perspective, using six integrated enterprises in China as cases.Design/methodology/approachAn evaluation system for enterprise technology innovation capability in PC was constructed, including total input, technology output (TO) and project output. All the evaluation indexes were quantified, and the subject and object indexes weights were determined using the fuzzy cognitive map and information entropy, respectively. The final scores and ranks were evaluated through gray relational analysis (GRA) based on the combined weights.FindingsIt was found that enterprise technology innovation capability in PC was low in China, with its unbalanced development in different dimensions and the poorest performance in TO, currently.Originality/valueThis research has developed an evaluation system for technology innovation capability in PC at the enterprise level and scientifically quantified all the indexes, which is a breakthrough over existing studies. The GRA model based on the combined weights proposed in this study can be applied to other comparable fields and regions, with its easy operation.

Benefit distribution and stability analysis of enterprises’ technological innovation cooperation alliance

Aiming at the stability problem of the technological innovation cooperation alliance formed by multiple enterprises, the cooperative game theory is used to analyze the benefit distribution mechanism of technological innovation cooperation among enterprises. Based on the amount of resources invested by enterprises in technological innovation cooperation alliances, a profit model for enterprise technological innovation cooperation is constructed. According to the Shapley value method, a profit distribution mechanism that can maintain a stable cooperative relationship is proposed, which is explicitly explained by application examples. We find that when the synergic coefficient of cooperation between enterprises is not less than 0, each enterprise can increase the benefits of technological innovation through cooperative alliances. The benefit distribution mechanism of the Shapley value method can maintain the stability of enterprise technological innovation cooperation alliance. The enterprises who participate in the alliance can make targeted resource investment decisions based on different parameters through our analytical analysis. Our results show that these parameters, namely the contribution coefficient and degree of the synergetic effect have positive affect on the benefits to the enterprises in the alliance, while the cost coefficient of invested resources has negative affect on the benefits to the enterprises in the alliance.

Research on the Impact of Government Investment on Enterprise R&D Innovation——Based on the Mediation Effect Model

Although government procurement is used as a demand-side innovation policy tool in many countries, how government procurement affects corporate technological innovation is still controversial, and its mechanism has not been empirically tested. The research in this paper finds that, from the perspective of enterprises, government procurement should be measured from the scale of government procurement contracts obtained by enterprises and the degree of support from government purchasers. The scale of procurement contracts obtained by enterprises and the degree of support obtained by enterprises from purchasers have an impact on the input and output of enterprise technological innovation. It has a significant positive role in promoting, and technological innovation investment plays an intermediary role in it.

Measurement of Tobacco Enterprise Technological Innovation Capacity and Synergetic Development Mechanism Based on DEA Model

Adherence to new development concept, integration of integrity and innovation, and improvement of enterprise technological innovation capacity are the essence of new economic development in China. Tobacco economy is an important part of national economy, whose development is facing the internal and external pressure of development. Therefore, the enterprises above the designated scale in Shandong Province from 2011 to 2019 are selected as the holistic research sample to measure the R&D input-output index by DEA nonparametric method. It is found that (1) the technological innovation capacity of enterprises has been greatly improved but not reached the leading edge level; (2) the efficiency of technological innovation of enterprises has changed in the form of V; (3) the redundancy of full-time personnel equivalents exists and the technological efficiency and scale benefit do not meet the development expectation. The study indicates that the Chinese government should treat the development of tobacco economy carefully, adopt multiple measures of regulation and control, construct a healthy and synergetic development mechanism with the participation of innovation subjects, and realize the agglomeration and optimization of innovation factors, so as to make the development of tobacco enterprises meet the economic needs of China in the new era.

WITHDRAWN: The influence of employee pressure on the management cost of enterprise technological innovation using mental health education.

Ahead of Print article withdrawn by publisher.

DEA Comprehensive Evaluation on Enterprise’s Technology Innovation Capacity

As evaluation factors of enterprise technology innovation capacity are very complicated, evaluation methods commonly used do not consider interrelationships between every capacity element, which results in subjectivity of evaluation results. Because non-parametric methods can be used to deal with evaluation problems with many input and output, this thesis proposes DEA evaluation idea and establish DEA evaluation module. Through practical case study, optimum value analysis of sample enterprise, returns to scale analysis and projection analysis, relatively efficient enterprises are identified and adjustment proposals are put forth for inefficient enterprises. Case study shows that: DEA evaluation method is an efficient method to evaluate enterprise technology innovation capacity.

Synergy and Communication of IoT Industry Development Strategies in the Perspective of Low Carbon Economy

In this paper, from the perspective of a low-carbon economy, the development mode and influencing factors of the IoT industry are studied, and development strategies are proposed in a targeted manner. Through the analysis of relevant literature, the connotation of the concept of cooperation and dissemination of IoT industry development strategy under low-carbon economy is enriched, emphasizing its systemic, multisubjectivity, and low-carbon effect, and its mechanistic effect is analyzed and different types of models are analyzed and established. The analysis of the model of IoT industry development strategy cooperation and dissemination in low-carbon economy finds that there is industrial variability in the overall trend of continuous increase of IoT industry development strategy cooperation and dissemination in the low-carbon economy, and the reasonable industrial categories and their characteristics are pointed out through cluster analysis. Based on the viewpoint of the IoT industry and regional differentiation, the analysis establishes the path analysis model of enterprise, industry, and region. From the perspective of enterprises using game analysis method research shows that the development process of IoT industry under low-carbon economy first adopts the important benchmarking significance of enterprise technology innovation behavior and its effect on potential enterprises and then pays attention to the government financial and tax policies and market cultivation on the coincidence between different types of IoT enterprises. The research shows that there are fault paths, distorted paths, and pathway types in the development of the IoT industry under a low-carbon economy. Finally, based on the policy analysis, we summarize our shortcomings and the above-mentioned development path views and make suggestions for better policy formulation of IoT industry development in a low-carbon economy from enterprise-level, industry level, and regional level. The above perspectives, conclusions, and policy recommendations on the synergy and dissemination of development strategies will have important positive theoretical and practical guidance for promoting the development of the low-carbon economy and IoT industry.

Research on enterprise business model and technology innovation based on artificial intelligence

Small- and medium-sized enterprises (SEMs) are the important part of economic society whose innovation activities are of great significance for building innovative country. In order to investigate how technological innovation (TI) and business model design (BMD) affect the business performance of SMEs, samples of 268 SMEs in the artificial intelligence industry and hierarchical regression models are used in the analysis. The results indicate that TI, BMD, and the matching of them have different effects on the innovation of SMEs of different sizes. These findings are helpful for enriching the theory of the fit between TI and BMD and providing theoretical guidance for the innovation activities in SEMs.

THE REGIONAL DISPARITY OF INFLUENCING FACTORS OF TECHNOLOGICAL INNOVATION IN CHINA: EVIDENCE FROM HIGH-TECH INDUSTRY

Accurate analysis of technological innovation mechanism in different regions is the key to promoting China’s technological innovation, economic transformation and upgrading. This paper collected statistical data of high-tech enterprises in 27 provinces in China from 2009 to 2016, established a novel PSO-GRNN model, and applied sensitivity analysis to explore the influencing factors and regional differences of enterprise technological innovation in Eastern, Central and Western China. The empirical results showed that the influencing factors were innovation investment, market environment, government support and foreign technology spillover sorting by impact size. Innovation investment was the decisive factor of technological innovation, but innovation resources mainly concentrated on Eastern China, severely insufficient in Central and Western China. Market environment was favorable to Eastern and Central China, but unfavorable to Western China, which restricted greatly the development of Western China. The principalagent problem of state-owned enterprise and the crowding out effect of government research and development funds jointly led to the negative influence of government support on technological innovation. Foreign technology spillover had significant positive effects on technological innovation in Western China. This paper clarifies some disputes about influencing factors of technological innovation and provides a new research perspective for related issues.

Incentive mechanism system of the management of IC design enterprises

Strengthening technological innovation and improving independent intellectual property rights is one of the most important tasks for the development of our country's integrated circuit enterprises. In addition to the main body of technological innovation-the enterprise's own efforts, it is also necessary to create an environment for enterprise technological innovation as a base for enterprise service organizations. Formulate policy support and management incentive mechanisms and guide enterprise technological innovation. In order to further improve the conditions of integrated circuit public service software and hardware, expand the sharing and application of resources, and promote the development and innovation of our country's integrated circuit design industry, an integrated circuit design industrialization base should be established. The base construction, government will, enterprise alliance, and public core technology research and development environment are integrated, aiming to play a guiding role in the integrated circuit industry. Starting from the problem of insufficient incentives faced by the management of integrated circuit design enterprises, this article uses a variety of research methods to deeply analyze the phenomenon of insufficient incentives for managers and further analyze the causes of insufficient incentives for company managers. Existing problems in the process of incentives for managers have targeted the implementation of broadband compensation, the establishment of dual career development channels, the improvement of performance appraisal systems, enrichment of training content and forms, etc., in order to provide guidance for the management practices of IC design enterprises’ managers. The research concluded: the new incentive mechanism has improved the profitability of the five branch companies. The employee turnover rate has been reduced from 9.35 to 3.27%, and the rework rate has been reduced from 6.8 to 2.1%. This not only improves R company’s industry competitiveness, but also enhances company cohesion and promotes The career development of company managers.

Application of Computer Simulation Optimization Algorithm in Waste Treatment of Drilling Engineering

The existing computer technology is used to conduct an in-depth study and analysis of drilling waste treatment, and the results are analyzed by computer simulation optimization algorithms. Based on the system theory, we define the research system, combine the unique characteristics of the technological innovation mechanism of drilling waste treatment, and use the internal and external factors affecting the technological innovation dynamics of drilling waste treatment, such as drilling waste treatment capacity, from the current actual situation. On this basis, factor analysis is used to analyze the factors affecting technological innovation dynamics from both internal and external aspects of the system, establish a system model of technological innovation dynamics of drilling waste disposal, and give the initial values of the simulation model. This will reduce the pollution of the environment and enhance the competitiveness of enterprises. Drilling waste treatment technology is getting increased attention, but at this stage, there is no suitable technology innovation mechanism for drilling waste treatment. Through the simulation trend chart obtained by sensitivity analysis, the key factors in the system are found, and the innovation power mechanism of drilling waste treatment technology is constructed, which provides a basis for the formulation of enterprise technological innovation strategies and the development of technological innovation activities. Research on the dynamic mechanism of drilling waste treatment technology innovation explores a waste treatment mechanism suitable for the drilling industry, so as to promote the steady development of the drilling industry and at the same time provide theoretical support for the treatment of drilling engineering waste.

Be regulated before be innovative? How environmental regulation makes enterprises technological innovation do better for public health

Global environment deterioration has been posing threats to public health (PH), which becomes the evidence questioning the efficiency of environmental regulation (ER) from the government. As such, whether ER positively affects PH is an important issue to explore. According to institutional theory and resource-based view, this study aims to analyze the relationships among ER, Environmental regulation flexibility (ERF), enterprise technological innovation (TI) and PH. This study is conducted among the Chinese A-share listed companies running from 2015 to 2018. The results show that: (1) A strict ER is conducive to PH. (2) ER has a restraining effect on TI. (3) There is a negative relationship between TI and PH, where TI partially mediates the impact of ER on PH. (4) ERF has no significant moderating effect on the relationship between ER and TI, but it positively regulates the relationship between TI and PH. The results also indicate that it is necessary to give ER more flexible to enable TI to exert positive roles and restrain its negative effects, thereby improving PH.

RETRACTED ARTICLE: Enterprise technology innovation and production performance based on machine learning and IoT artificial intelligence system

Repairing industrial equipment in accordance with the traditional maintenance model not only requires more maintenance expenses, but also sometimes causes irreversible damage to the equipment due to the inability to repair the equipment in time. The application of artificial intelligence technology to the maintenance mode of industrial equipment can not only reduce maintenance costs to a great extent, but also repair the equipment in time when the equipment fails. Because the theory of applying artificial intelligence technology to the maintenance of mechanical equipment was proposed late, the application of artificial intelligence technology in the field of mechanical maintenance at home and abroad is not extensive. Because of this, the research on many intelligent models is still in the theoretical stage, and because of the few examples, the correctness of many theories is still difficult to determine. In this context, based on the application status of intelligent maintenance mode and industrial Internet of things, this article takes the most widely used rolling bearing component design as the research object, combines industrial data collection technology and computer learning fault diagnosis algorithm, and proposes a new type of intelligent equipment fault Diagnosis system. My country’s industry has achieved outstanding results since the founding of the country, and every industry that has developed too rapidly is facing the problems of excessive industrial factors, difficulties in industrial transformation, and stagnant industrial development. Therefore, if we want to ensure that my country’s industry maintains a good state of development for a long time, we must change the industrial structure of my country's industry, optimize the industrial production model, reduce the input of industrial factors, and carry out economic transformation.

Enterprise Financing Mode and Technological Innovation Behavior Selection: An Empirical Analysis Based on the Data of the World Bank’s Survey of Chinese Private Enterprises

In China, private enterprises are becoming more and more important subjects of technological innovation, however(at the same time) financing difficulties of private enterprises are also ubiquitous. The research on the impact of financing methods on technological innovation behavior of private enterprises is conducive for the government to launch more targeted financing support policies.I men private enterprises are becoming the mainbody of technological innovation, but the difficulties in financing is especially heavy in China. Based on the data of the World Bank survey on China’s enterprises in 2012, this paper studies the impact of different financing methods on technological innovation behavior of private enterprises. The results show that (1) internal financing can promote the technological innovation behavior of enterprises better than external financing can do and (2) among the various forms of external financing, bank loans have the most significant impact on the technological innovation behavior of private enterprises, followed by commercial credit.

RETRACTED ARTICLE: Innovation performance of listed companies based on machine computing and data envelopment analysis

The introduction and creation of new technological means can change and promote the process and results of economic development, thus promoting the steady progress of economic development. In these areas of economic development, some small-scale scientific and technological innovation enterprises occupy a large proportion, and the economic development in other areas cannot do without the promotion of these enterprises, which is a typical model in China Is the gem listing. The listing of gem not only symbolizes that China has made great progress in the field of scientific and technological innovation, but also directly confirms that innovation is the source of economic development. Innovation can not only promote the growth of economic development, but also promote the reform and optimization of economic development system. This paper takes the gem as an example, based on the computer calculation and data envelopment analysis, from the data analysis of the project, summarizes the key factors affecting the innovation and development of an enterprise, and studies the specific path to effectively promote innovation.

The Influence of Outward Foreign Direct Investment on Enterprise Technological Innovation

As the scale of China’s outward foreign direct investment (OFDI) continues to expand, more and more scholars have begun to discuss the influence of OFDI on enterprise technological innovation. In order to be able to deeply explore the impact of enterprises’ OFDI activities on enterprise technological innovation, this paper combines relevant enterprise data from 2015 to 2017 and uses the new method to test the “technological innovation effect” produced by the OFDI of Chinese enterprises. Finally, this paper concluded that the development of OFDI activities of enterprises can promote the improvement of the level of technological innovation of enterprises, and this promotion has a lag effect. R&D-type OFDI activities play a vital role in promoting the ability of technological innovation of enterprises. Compared with low-income host countries, investment in high-income host countries has a greater effect on promoting the ability of technological innovation of enterprises.