bluuebunny/crossref_metadata_2025 huggingface dataset:
The Study on the Film Adaptation of Roman Polanski's Tess on the Fatalism
Authors: Zhang Yuxin
Published: February 2025

The novels of Hardy are full of fatalism, which is particularly prominent in his book Tess of the D’Urbervilles. However, although the film adaptation of Roman Polanski’s Tess has complied with the original, the theme of fatalism is reduced to a certain extent. Therefore, this paper intends to study Polanski’s Tess from the perspective of film narration, focusing on two aspects of character reconstruction and plot setting, with examples to discuss and analyze the weakening of fatalism theme in Polanski’s Tess. This study is helpful to explore the reasons and significance of Polanski’s weakening of fatalism and help readers to understand and appreciate the artistic charm of Hardy’s novels. It provides some reference significance for learners how to make better use of literature to adapt films to study foreign works and advocate their own discriminative thinking.
On Compliance and Economic Law
Authors: Yuan Dasong , Liu Hongxia
Published: February 2025

Compliance, as a prominent topic in contemporary legal theory and practice, exhibits distinct attributes of economic law and serves as a critical means of its realization. Compared with other branches of law, economic law plays an irreplaceable role in the macro-level construction of compliance systems, providing a foundational framework for compliance mechanisms across industries. To safeguard the interests of domestic enterprises in cross-border compliance matters, it is imperative to simultaneously advance the development of relevant foreign economic laws. Given China's significant weight in the global economy, it must assume the responsibilities of a major power. On the one hand, China should leverage international economic law to secure a proactive role in rule-making and actively participate in the formulation of international compliance norms. On the other hand, it should use the inclusive development of the global economy as a benchmark to promote the construction of compliance systems within the paradigm of China–World Economic Law.
Research on the Impact of the Digital Economy on Regional Economic Disparities
Authors: Zeng Longhai
Published: February 2025

The digital economy is a new engine for China's economic growth and has played a crucial role in addressing the principal contradiction of unbalanced and inadequate development. It is of great significance to conduct an in - depth exploration of the impact of the digital economy on regional economic disparities for resolving the principal contradiction in China. Based on the balanced panel data of 284 prefecture - level and above cities in China from 2011 to 2021, this paper explores the impact of the digital economy on regional economic disparities through the two - way fixed effects model. The research findings indicate that during the sample period, the digital economy has exacerbated the unbalanced development of the regional economy, and this conclusion still holds after a series of robustness and endogeneity tests. The mechanism analysis reveals that the regional innovation capacity plays a decisive role in the impact of the digital economy on regional economic disparities. The higher the regional innovation capacity is, the greater the impact of the digital economy on regional economic disparities will be, while the agglomeration of production factors will inhibit this expanding impact. The heterogeneity analysis shows that the digital economy is conducive to the coordinated development of the eastern and central regions, and the impact of the digital economy on regional economic disparities is characterized by policy phasing and dynamics. The research conclusions of this paper have important implications for promoting the coordinated development of China's regional economy in the digital economy era.
Construction of Audit Teaching Team based on Innovative Teaching Mode
Authors: Liu Bo , Jiang Xinyu , Sun Guoping
Published: February 2025

With the development of the economy and society, especially the rapid development of information technology, the traditional teaching mode of auditing is no longer able to meet the current demand for training auditing talents. This article discusses the necessity of innovating the teaching mode of auditing and proposes suggestions for building an efficient auditing teaching team. The article first analyzes the shortcomings of traditional teaching models, such as the lack of interactivity and practicality, and then emphasizes the importance of innovative teaching models in improving teaching quality, cultivating teachers' professional development, and students' practical abilities. Finally, suggestions were put forward such as student-centered teaching mode, integration of teaching resources, and strengthening of team and faculty construction, in order to provide some reference for related educational and teaching work.
Research on Collaborative Optimization of Clothing Agile Supply Chain Inventory under the Background of Digital Logistics
Authors: Li Youyuan , Zhao Shuang
Published: February 2025

China's digital economy and digital logistics have made rapid progress, and the clothing industry has also experienced rapid development. China has become one of the world's largest clothing production and consumption markets. However, at the same time, due to the perishable nature of clothing products and the time-based competition in the clothing market, inventory management of clothing has become increasingly important. For the clothing supply chain, optimizing inventory and building an agile supply chain are important aspects of improving the performance of the clothing supply chain. Therefore, this article takes Wenzhou A enterprise as an example to study the application of RFID intelligent sales in the clothing supply chain to optimize inventory coordination and improve its supply chain performance.
Empowering Macao’s Local Brand LemonCello Gelato through Short Videos
Authors: Huang Yixiang
Published: February 2025

Amid the booming short video marketing and the intensifying competition in the ice cream market, this study focuses on Macao’s local ice cream brand, LemonCello Gelato. Through a questionnaire survey, this paper analyzes the brand and identifies its core consumer group as female students aged 18 to 25. The primary consumption scenarios are during hot weather and for travel check-ins. Consumers emphasize influencer marketing, visual design, and content depth in online marketing. Based on these findings, this paper proposes marketing strategies empowered by short videos, including video production and operation, to enhance the brand's competitiveness and provide practical guidance for its brand marketing.
The Historical Process and Evolutionary Logic of China’s Green Credit System
Authors: Zhang Yunjia
Published: February 2025

The green credit system, integrating the social credit system and green development, is crucial for ecological civilization construction in China. Analyzing its evolution through historical institutionalism, the system has progressed through exploration, development, and deepening stages. The macro context, evolving development concepts, and stakeholder interactions shape its evolution. Key nodes include the national sustainable development strategy, the “three transformations” concept, and the corporate environmental credit evaluation system. Path dependence, learning effects, and adaptive expectations influence its historical development. The green credit system balances sustainability and innovation, with top-level design and local practice mutually reinforcing each other. Moving forward, it will further drive green development methods and ecological well-being sharing through balanced, scientific, and intelligent approaches.
Blockchain in the Power Battery Supply Chain: Reshaping the Future of Energy Storage
Authors: Wang Yue
Published: February 2025

Against the backdrop of the global pursuit of energy transformation and the commitment to achieving carbon neutrality, the new energy industry has ushered in unprecedented development opportunities. Among them, electric vehicles, with their advantages of low emissions and high efficiency, have become a key force in the green transformation of the transportation sector. This paper mainly discusses the issue of blockchain enabling power battery supply chain, focuses on the application of technology in each link of power battery supply chain, introduces 2 successful cases, and gets some management enlightenment.
A Study on The Impact of Digital Transformation on Auditor Decision Making
Authors: Ou Qian , Wu Yuxiao
Published: February 2025

Faced with the rapid development of the digital economy and profound changes in the market environment, it has become a strategic choice for most enterprises to seek sustainable competitive advantage to promote the renewal and iteration of production mode and governance mode with the help of digital tools and platforms. The digital transformation of enterprises will change the business model, internal control and information transmission formation, and also bring new changes and risks to the audit work of certified public accountants. The new audit report reveals the core content of the audit process through the description part and the response part of the key audit matters, which can be regarded as a strategy for auditors to deal with risks. Therefore, with the help of new scenarios of digital business application and risk control advantages of disclosure of key audit matters, this paper selects A-share listed companies from 2017 to 2023 as research samples to explore the impact of digital transformation of listed companies on auditor decision-making. The study found that the higher the degree of digital transformation, the more auditors tend to disclose and describe key audit matters in detail. Based on the research conclusions, this paper puts forward some suggestions on promoting enterprise digital transformation, reducing audit risk and improving auditor professional competence from the perspectives of government, enterprises and auditors.
Focusing on Self-Control of Nursing Students in an Era of Rapid Change
Authors: Xiong Yuan , Chen Hui , Duan Yao
Published: February 2025

Objective: This study aimed to examine the correlation between self-control and self-efficacy among nursing students during their clinical practicum. Methods: A cross-sectional descriptive correlational research design was used. Data collected in five hospitals located in China. Results:A total of 376 questionnaires were distributed, and 321(94%) were deemed valid. Results exhibited a mean score of self-control, self-discipline, impulse control and self-efficacy. A significant positive correlation was found between self-control, self-discipline, and self-efficacy. Both self-control and self-discipline were found to have a significant positive impact on self-efficacy. Conclusion: The study revealed a strong connection between self-discipline and self-control in self-efficacy, indicating that fostering self-control in nursing students at an early stage could potentially improve their self-efficacy.
On the Artistic Characteristics and Practice of Musical Theater in Music Education in Colleges and Universities
Authors: Bian Tong
Published: February 2025

Musical theater integrates music, dance, drama and other diversified art forms, and has such remarkable features as comprehensiveness, popularity, storytelling and popularity. These characteristics make it play an important role in music education in colleges and universities, such as stimulating students' interest in learning, enhancing comprehensive artistic literacy, and promoting teaching innovation. This study focuses on the art of musical theater in music education in colleges and universities, and discusses its artistic characteristics and practical applications. By analyzing the diverse forms of practice, such as curriculum construction, campus community activities, interdisciplinary integration practice, and the display and exchange of practice results, this paper describes the effective path of musical theater in colleges and universities. At the same time, the study summarizes the inspiration of musical practice on music education in colleges and universities, such as establishing the concept of comprehensive literacy training, creating a diversified curriculum system, etc., aiming at providing theoretical and practical references for the reform of music education in colleges and universities, and helping to cultivate high-quality musical talents to meet the needs of the times.
Legal Regulation of Trademark Registration in Bad Faith
Authors: Lyu Bingyi
Published: February 2025

With the continuous development of China's economy and increasing awareness of trademark protection among all sectors of society, the problem of bad faith registration is a growing concern in China. However, the current concept of bad faith trademark registration is unclear, instead making it ineffective and even increasing the cost of defending the rights of enterprises. The purpose of this article is to study in depth the legal issues of malicious trademark registration in China, to define the behaviour of malicious trademark registration, to elaborate the reasons for the phenomenon, and finally to put forward suggestions to improve the legal regulation of malicious trademark registration, with a view to providing references and guidance for the relevant legal practice.
Development of Women's Image and Women's Consciousness Awakening in Media Perspective
Authors: Qiu Weijie
Published: February 2025

The awakening of contemporary women's consciousness has gradually emerged as a mainstream development factor and has influenced the direction, aesthetics, and values of literary and artistic creation. With the advancement of information technology and media communication, Western feminist theories have gradually diffused into China since the 1980s and 1990s, and the women’s consciousness awakening in China has had a profound impact on the creation of Chinese films and literature from its inception to its gradual development under the backdrop of reform and opening up and has undergone empirical verification. This paper employs the case study method to analyze the alterations in the image of women in the three mainstream media, namely film, television, and new media, by vertically sorting out the characteristics of media development, to explore the influencing factors of women’s consciousness awakening. It has been discovered that women-themed literary creations can effectively stimulate the awakening consciousness of the audience, and through the wide dissemination of media platforms, an increasing number of audiences are inspired, making the awakening of women’s consciousness a hot topic of discussion. This study hopes that analyzing the transformation of women's images can assist contemporary literary workers in providing feasible reference significance based on the value orientation, audience positioning, and dissemination concepts of women's theme creation.
Reconciliation-Facilitation Mechanisms in China's Dispute Management: Evolution, Challenges, and Reform Pathways
Authors: Niu Yuanyuan
Published: February 2025

In contemporary society, reconciliation-promoting mechanisms have emerged as efficient and harmonious methods for resolving disputes. These systems, driven by the development of core legal frameworks, innovative mechanisms, cross-regional cooperation, and technological advancements, are gradually becoming institutionalized. However, the growth and effectiveness of reconciliation mechanisms face significant challenges, including institutional fragmentation, cultural crises, technological disruptions, and legislative lag. These challenges complicate the resolution process and undermine the fairness and efficiency of conflict mediation. This paper explores these issues by examining the dual impacts of urbanization and social structural changes on reconciliation, the tension between technology and human-centered communication, and the limitations posed by fragmented institutions and delayed legislative updates. It further proposes solutions such as legislative integration, cultural revitalization, and the balancing of technology with human empathy to ensure the continued success and development of reconciliation mechanisms. This paper aims to provide a comprehensive understanding of the barriers to reconciliation system advancement and offer recommendations for their improvement, contributing to the creation of a more harmonious society.
Disclosure of Key Audit Matters and Audit Fees
Authors: Zheng Xiaoxue
Published: February 2025

Since the financial crisis in 2008, countries have been exploring new ways to reform audit reports. Keeping pace with the reform of international auditing standards and significantly improving the information richness and communication efficiency of audit reports, China's Ministry of Finance issued the new Audit Reporting Standard No. 1504 in December 2016, which clearly stipulates that certified public accountants must disclose key audit matters and corresponding audit countermeasures in detail when preparing audit reports. To enhance the depth and transparency of the report. As the focus of the reform, the disclosure of key audit matters has put forward new requirements and challenges for CPAs and accounting firms. The openness of the audit process has increased the audit workload and the risk of CPAs being held accountable, but it has also become an opportunity for accounting firms to improve the quality of audit reports and establish a good reputation. In the context of the continuous disclosure of key audit matters, this paper studies the economic consequences of the disclosure of key audit matters, that is, the impact on audit fees, in order to provide feasible suggestions for the healthy development of the audit market.This paper selects China's A-share listed enterprises from 2017 to 2023 as sample objects, and conducts research from both theoretical and empirical perspectives. The results show that the number and length of disclosure of key audit matters have a positive impact on audit fees; In terms of the mediating role of audit delay, audit delay partly mediates the relationship between the number of key audit items disclosed and audit fees.
Design of Ideological and Political Elements in Case-Based Teaching of Bilingual Courses “Marketing Management”
Authors: Zhang Hua
Published: February 2025

This article delves into the integration of ideological and political education within the bilingual course "Marketing Management" through the establishment of relevant case studies. By incorporating ideological and political objectives into the curriculum design, the study identifies nine key ideological and political elements that enhance the educational experience. A variety of teaching methods are employed to effectively deliver the course content, enabling the dual achievement of theoretical education and ideological and political cultivation. This approach not only enriches students' understanding of marketing management but also fosters their social responsibility and ethical awareness, illustrating the effective merging of professional knowledge with ideological and political education.
Assessing the Relationship between Sports Tourism and Career Development Skills among Chinese University Students
Authors: Lu Jie , Dr. VIOLETA S. DULATRE  , Dr. GLICERIA C. LUNAG
Published: February 2025

This study examined the correlation between students' engagement in sports tourism and the enhancement of their career development skills, emphasizing aspects such as self-awareness, job exploration, goal setting, networking abilities, resilience, and career preparedness. The study employed descriptive and correlational research techniques to collect data from 400 respondents using validated survey questionnaires. The findings indicated that students' engagement in sports tourism is predominantly at an average level across active, nostalgic, adventure, health and wellness, and cultural sports tourism, with diminished participation in event-based sports tourism. The evaluation of career development competencies was uniformly average across all parameters. Statistical studies revealed no significant variations in participation or skill rating when respondents were categorized by profile characteristics, including sex and year level. A notable positive link was identified between engagement in sports tourism and the development of career skills, with correlation values varying from moderate to high. This underscores the potential of sports tourism as a viable platform for cultivating transferable skills crucial for professional advancement. According to the findings, policy recommendations were suggested, such as incorporating sports tourism into academic curricula, providing customized skill development programs, cultivating collaborations with sports groups, and guaranteeing equitable access to opportunities. These projects seek to augment students' involvement in sports tourism while fostering their comprehensive personal and professional growth.
An Analysis of the Awakening of Female Consciousness in Lady Sapphire's Diary: Taking Hofstede's Theory of Cultural Dimensions as a Perspective
Authors: Zhang Xiaoran
Published: February 2025

Ancient Chinese feudal society was a society with a large power distance, and a highly centralized and centralized power system was practiced throughout the ages. Under the influence of feudal authoritarianism and the concept of “great unity”, ancient Chinese society had a large power distance, strong collectivism, and a prominent masculine temperament. Women have long been bound by feudal authoritarianism and adapted to the gender division of labor in the male-dominated society, and female consciousness has not yet awakened. However, during the May 4th period, the power distance showed a trend of narrowing, and the index of individualism gradually increased, the masculine and feminine temperament tended to moderate, and the bud of female consciousness began to awaken. From the perspective of Hofstede's theory of cultural dimensions, this paper will try to analyze the background of the emergence of “free love” works under the ideology of personality liberation in the May Fourth period, and take Ding Ling's diary novel Lady Sapphire's Diary as an example, adopt the research method of textual analysis, and analyze and explore the awakening of women's consciousness from two perspectives, namely, the distance of power and the difference between individualism and collectivism, in the theory of Hofstede's theory of cultural dimensions, focusing on specific textual contents. We use textual analysis to analyze and explore the awakening of women's consciousness from the perspectives of Hofstede's theory of cultural dimensions, power distance, individualism, and collectivism, and from the perspective of specific textual contents.
Research on Gender Relations-Taking Secret Love in Peach Blossom Land as an Example
Authors: Zhang Lingyu
Published: February 2025

Lai Shengchuan 's classic drama Secret Love in Peach Blossom Land shows the chaos and conflict of gender relations through intricate marriage and love stories. The interweaving plots in the works reveal the multiple faces of marriage and love in contemporary society and touch on people's deep discussion on the relationship between ideal life, love, and marriage. These emotional entanglements not only reflect the individual's inner conflicts but also reflect a wider range of social and cultural phenomena. The purpose of this paper is to analyze the composition of different marriage and love relationships in the drama Peach Blossom Land, and to explore the social, psychological, and cultural factors behind it. This study adopts the text analysis method to analyze the gender relations and conflicts between the characters in the play by carefully interpreting the marriage and love plots in Secret Love in Peach Blossom Land, combined with sociological and psychological theories. The study found that the marriage and love plots in Secret Love in Peach Blossom Land show obvious irrational and chaotic characteristics. This chaos is not only the artistic expression of the script but also reflects the contradiction and irrationality of society's expectations of marriage and love. A healthy marriage needs to be based on a deep emotional foundation and mutual respect, and the boundaries between love and marriage should be clear, to avoid emotional disorder and conflict.
Research on Sampling Inspection Method for Supply Chain Components Based on Binomial Distribution
Authors: Jia Zihang
Published: February 2025

In the context of accelerated growth in global manufacturing, conventional full inspection faces challenges meeting enterprise demands for effective supplier component quality control, while statistical sampling based on binomial distribution ensures reliability and reduces costs by rationally setting confidence levels and error ranges. This study proposes an autonomous method for determining the minimum sample size based on binomial distribution and hypothesis testing to ascertain the acceptance or rejection of spare parts contingent on the defective rate. Specifically, spare parts should be rejected if the defective rate exceeds the nominal value at 95% confidence, and accepted if it does not exceed this value at 90% confidence. This paper derives the formula for calculating the minimum sample size using test theory based on normal distribution approximation. The findings indicate that when the defective rate constitutes 10% of the nominal value, the minimum sample size necessary to receive the spare parts with 95% confidence is 139, and the minimum sample size required to receive the spare parts with 90% confidence is 98. This significant efficiency enhancement over comprehensive inspections is complemented by sensitivity analysis of the defective rate, confidence level, and random error, supporting rational production decisions under resource constraints.
Leonardo Da Vinci: The Pioneer of Scientific Drawings
Authors: Fukuoka Jintsu
Published: February 2025

The objective of this research is to understands the link between art and anatomy during the Renaissance. The Renaissance period marked a renewed interest in the artistic principles and techniques of classical antiquity in the fifteenth century, leading to a “rebirth” of classical styles and innovations in art, as well as new interpretations made between art and science. The influence of art on the medical field is indispensable. This essay explores how scientific drawings have been developed over time by Leonardo da Vinci. During the sixteenth century, Leonardo da Vinci, a pioneering artist, examined and dissected the human body. Leonardo da Vinci’s discoveries have made a huge impact on the development of physiology, as new knowledge of the human body was discovered through his observational drawings. His sketches have not only depicted images, but detailed writings beside them as well, demonstrating his medical knowledge. Influenced by Leonardo’s use of tonal modeling in his sketches, medical images started to be depicted more realistically, by creating three dimensions. This was never shown in the anatomical drawings before.
Investigations on Convolutional Neural Network Based on Image Recognition
Authors: Dong Haolin
Published: February 2025

Many convolutional neural networks have emerged over the years, varying in accuracy, speed, and architecture. From LeNet-5 to GoogleNet, the CNN model developed rapidly, and the architecture of the model became more complex. These models are known for their accuracy on ImageNet. Hence, the theme of this study is to explore and study classical CNN models, because these models are similar in basic structure, but they modify the model in different ways. In addition, this paper selects four classical CNN models for learning and implementation, uses FashionMNIST datasets on four models, and records the performance differences of image classification of specific models, with the intention of studying the comparison of results among different models. The four models are LeNet-5, AlexNet, VGG-16, and GoogleNet. The training was carried out on the same equipment and under the same conditions. The study finds that GoogleNet achieves the best prediction accuracy. LeNet-5 spends the least amount of time on training and forecasting. The GoogleNet and AlexNet models can be considered for practical applications, while the VGG-16 and LeNet-6 are either inefficient due to the long training time of the models, or the accuracy cannot.
The Structural Interpretation of Power and Analysis from Multiple Perspectives in The Hunger Games Film Series
Authors: Wang Yiou
Published: February 2025

After the release of The Hunger Games film series, it sparked a heated and extensive discussion. Many studies suggest that The Hunger Games has rewritten the definition of feminist cinema. Most studies believe that female characters such as the female lead in movies subvert traditional female images.; There is also a type of research that revolves around new worldviews and war views in movies. Unlike Hollywood style heroism, movies do not rely on unnatural powers, making them more in line with the real world and triggering people's thinking. This article aims to analyze the ideas conveyed behind feminism and post-colonialism in this series of films. By deeply analyzing the plot and details of the film, combined with existing research theories, this paper analyzes the foreshadowing of the struggle for feminist and postcolonial discourse power buried in the film, as well as how these contents resist, strike, and weaken hegemonism. The specific plot of this movie is the success of resistance, which also has an inspiring effect in reality, adding a profound influence and significant feature to feminism and post-colonialism.
Level Measurement and Obstacle Diagnosis of High-Quality Development of The Construction Industry Empowered by Digital Intelligence
Authors: Zhu Yuning
Published: February 2025

As a fusion application of digital technology and intelligence, digital intellectualization has a great role in promoting economic development and social life change and realizing high-quality development. Based on the panel data of 31 provinces in China from 2012 to 2021, this paper selects indicators from three dimensions: infrastructure conditions of empowerment, subjects of empowerment, and subjects of empowerment, and constructs an evaluation system to measure the level of high-quality development of the construction empowered by digital intelligence and analyze the obstacle factors. It is found that the overall trend of high-quality development level of the digital intelligence-enabled construction industry from 2012 to 2021 is upward, and there is a wide gap in the level of regions, with the south, north, and east areas having a high level of high-quality development of the construction industry empowered by digital intelligence, the center and southwest area having a low to medium level, the northeast and northwest area having a low level. The results of the obstacle degree show that input indicators, output indicators, industrial efficiency, broadband penetration rate, and facility sharing are the main obstacle factors restricting the high-quality development of the construction industry empowered by digital intelligence. In the future, accelerating the high-quality development of the construction industry empowered by digital intelligence should start with strengthening regional collaborative development, providing a good policy environment and resource protection, accelerating the absorption and proliferation of digital intelligence industry technology, and strengthening the sharing of facilities and resources among relevant participants in the construction industry.
Enhancing Emotion Recognition in Video Characters Through Multi-Modal Deep Learning Approaches
Authors: Yang Mingyuan
Published: February 2025

Human emotion recognition is a classic problem for Convolutional Neural Networks (CNNs) in classification tasks, and a plethora of research has emerged in recent years. This paper presents a video character emotion analysis model utilizing the The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS) dataset, exploring the integration of audio-visual data for emotion recognition. CNNs were employed to analyze image and audio data separately, then the models were fused using linear summation and greedy selection methods. The multi-modal approach significantly enhances performance over single-modal models, with the linear summation method showing the best results at a 0.4 weight ratio. The model's predictions are visualized to demonstrate the composite emotional analysis of video characters. The findings indicate that multi-modal models can improve accuracy, precision, recall, and F1-score by 30-40 percent compared to single-modal models. Future work will focus on optimizing model performance and leveraging confusion matrices to further refine the greedy selection algorithm.
Impact of Deposit Insurance System on Moral Hazard of Commercial Banks
Authors: Ma Jiacheng
Published: February 2025

With the advancement of financial globalization, China, as a country with a trade surplus, exports products to various countries around the world while also absorbing different currencies. In this context, the issue of how to maintain economic security while holding a large amount of foreign currency has become a topic worth considering. To ensure the safety of currency deposits, the government must have sufficient means and the capability to secure the currency. In the long term, the establishment of deposit insurance in China and its impact on the risks associated with commercial banks' moral hazards is of greater concern. Since its inception in the United States, the deposit insurance system has faced considerable criticism. Although its original intention was to stabilize the domestic economy, this system can lead to moral hazard problems in banks, causing excessive lending and an increase in non-performing assets, which in turn undermines the overall stability of the domestic economy and obstructs its steady development. Research on the system has shown that deposit insurance does indeed affect the moral hazard issues in commercial banks. Interestingly, bank size plays a significant role: the larger the bank, the greater the excess, the higher the risk-weighted asset ratio, and the larger the capital buffer. In other words, smaller banks are more likely to face moral hazard issues under the loan insurance system than larger banks.
Oriental Cultural Image Construction and Gender Studies in Chinese American Films from a Postcolonial Perspective: A Case Study of Crazy Rich Asians
Authors: Li Meixuan
Published: February 2025

In the post-colonial era, Orientalism and Gender Order are one of the key topics in today’s research. Researchers have found that there is sometimes a relationship between Middle Easternism and gender order in cultural works, which can reflect the Western understanding and thinking of other cultures to a certain extent. However, there is still a research gap on whether contemporary Western Chinese films truly realize the expression of cultural equality. Therefore, the background of this study is based on the complexity of cross-cultural communication in the context of globalization, especially the stereotype and gender bias of the West against the East. The research focuses on the cultural image and gender representation of Chinese characters in Crazy Rich Asians, and how they reflect and challenge the post-colonial framework. Using textual analysis and cultural studies methods, combined with cinematology, gender studies, and post-colonial theory, the author provides an in-depth interpretation of the plot, characters, and visual elements in the film. The study found that although the film has innovated in expression and expanded the traditional Oriental image to a certain extent, in some aspects, the characters and plots in the film still reflect a cultural interpretation based on the Western perspective and the stereotypical performance of gender roles. The conclusion of the study points out the importance of cultural awareness and gender equality in the cross-cultural communication of Chinese films and proposes strategies to promote cultural diversity and gender equality to promote a more just global cultural dialogue.
Empirical Analysis of Changes in China's Currency Circulation Velocity in the New Century
Authors: Shan Tong
Published: February 2025

This article will first derive the theory of money multiplier and explain its relationship with the velocity of money circulation through the theory of money quantity. Based on the theory of monetary multiplier, first analyze the actual specific value of China's monetary multiplier in the new century from its definition formula; Starting from the factor composition of the monetary multiplier, construct a factor model of the monetary multiplier, calculate the specific values of the base currency, statutory reserve requirement ratio, cash ratio, etc. and the actual specific values of the monetary multiplier obtained from the definition formula, and compare their differences with the official published data. And creatively use breakpoint regression method to analyze the changes in domestic monetary multiplier after the establishment of the new government leadership collective in 2013.
An Empirical Analysis of The Influencing Factors of America’s Medical Insurance Cost
Authors: Deng Tianyi , Gong Shuai , Li Wanlu , Zhou Tairan
Published: February 2025

This paper empirically analyzes the factors influencing the cost of medical insurance in the United States. Based on data from 12,761 American individuals sourced from Kaggle, the study examines the relationships between age, gender, body mass index (BMI), diabetes, smoking status, and medical insurance costs. Multiple linear regression models were employed, and model optimization techniques, such as log-linear transformation, were applied to enhance the explanatory power of the analysis. The results indicate that age, BMI, diabetes, and smoking status have significant positive correlations with medical insurance costs, while gender (female) shows a negative correlation. The final log-linear model achieved a high goodness-of-fit (R²=0.694), demonstrating that these factors effectively explain variations in medical insurance costs. The study provides valuable insights for insurance companies in premium pricing and for individuals in health management.
The Basic Picture of Market Economy Operation Under the Complement of Freedom and Regulation
Authors: Liu Ningning
Published: February 2025

Market economy is the foundation of the modern global economic system. Its operation principle is based on the independent decision-making of individuals and enterprises, and it spontaneously adjusts the balance between supply and demand through the market mechanism. The "invisible hand" is an economic concept put forward by Adam Smith in his book The Wealth of Nations. That is, in the market economy, individuals seem to be guided by an "invisible hand" in the process of pursuing personal interests, which makes their behavior ultimately promote the improvement of the overall welfare of the society. In the market economy, this "invisible hand" coordinates the relationship between supply and demand through the price mechanism, guides the effective allocation of resources, and makes the individual's pursuit of interests to increase the social wealth unconsciously.The "invisible hand" is one of the core principles of the operation of the market economy, explaining how the market can effectively allocate resources and promote the growth of economic welfare without a central plan. However, the market economy is not without defects, so proper regulation is needed to ensure its healthy and stable operation. Government regulation plays an important role in the economic operation through the implementation of proactive fiscal policy and prudent monetary policy, as well as flexible and moderate industrial policies. Therefore, it is necessary to coordinate the relationship between the two and give full play to the role of the government and the "two hands". The role of the government and the market is not opposite, but complement each other. They should be coordinated, complement each other's advantages and make concerted efforts.
A Study of Ocular Disease Prediction Based on Convolutional Neural Network Algorithm
Authors: Zhang Zimo
Published: February 2025

With the widespread use of electronic devices and the accelerated development of an aging society worldwide, more and more people are facing the threat of eye diseases, which are often irreversible once they occur. Therefore, it is important to detect and prevent these eye diseases as early as possible. Many people would like to be able to detect potential disease risks in a timely manner by performing self-examinations at home, especially by performing preliminary analysis of fundus images and disease prediction, and by having the fundus examined on a regular basis. It is in this context that this study was conducted with the aim of developing a disease prediction model based on fundus images using a Convolutional Neural Networks (CNN) algorithm. By analyzing a patient's fundus, the model is able to make a preliminary assessment of whether he or she is suffering from a retina-related disease. After extensive training and testing, the model achieves a prediction accuracy of 90.3% on the test dataset, which is highly reliable and can help patients get some diagnostic help before going to the hospital and help doctors make a diagnosis to a certain extent. In the future, with the further development of the technology and the continuous improvement of the dataset, this deep learning-based ocular disease prediction model is expected to play a greater role in clinical practice.
The Impact of the Coupling of Technology and Finance on the Real Economy: Mechanism, Path and Suggestion
Authors: Li Sui
Published: February 2025

Financial innovation and technological innovation are the two key entities for achieving an innovative economic system in China, and their coupling is a significant force driving the development of the real economy. This paper analyzes the factors and pathways through which the coupling system of technological innovation and financial innovation influences the development of the real economy, identifying that the factors affecting the development of the real economy through the coupled development of financial innovation and technological innovation include government, enterprises, and social environment. The pathways are achieved by changing the form of capital flow, technological breakthroughs, directional guidance, and transformations in the social landscape. Finally, combining the analysis presented in this article, relevant suggestions are proposed to coordinate the relationship between financial development and the real economy, stimulate corporate vitality, establish policy-oriented science and technology financial institutions, and focus on the structural aspects of real economy development.
A Study on the Impact of ESG Performance on Green Innovation Performance of Listed Manufacturing Enterprises in China
Authors: Dan Liuhe
Published: February 2025

In the context of the global economy, environmental issues have garnered significant attention, and the green innovation performance of the manufacturing industry, as a pivotal component of economic development, has emerged as a pivotal concern in achieving sustainable growth.The concept of Environmental, Social and Corporate Governance (ESG) has garnered considerable global attention, prompting an increasing number of manufacturing enterprises to integrate ESG factors into their strategic planning to enhance competitiveness and social responsibility. However, manufacturing industries often encounter challenges such as technological limitations, financial constraints, and market competition when pursuing green innovation pathways.Therefore, exploring the impact of ESG performance on green innovation performance can provide enterprises with strategic references. Such references can facilitate the analysis of the correlation mechanism between ESG and green innovation performance. This, in turn, can assist enterprises in acquiring financial support, optimizing resource allocation, and reducing innovation costs. Concurrently, enterprises can enhance their corporate image, garner social recognition, and cultivate a more conducive external environment for green innovation by fortifying their ESG management.In consideration of the aforementioned background, this study utilizes the ESG performance of the manufacturing industry as its point of departure for research. The study's objective is to examine the impact of ESG performance on the green innovation performance of manufacturing industry enterprises. To this end, it employs a two-way fixed effect model to investigate the impact of ESG performance on green innovation performance. The findings of the study demonstrate that commendable ESG performance exerts a discernible stimulatory influence on the green innovation performance of enterprises. Consequently, manufacturing enterprises are required to proactively adopt the concept of ESG development, explicitly acknowledge the beneficial impact of ESG performance on green innovation performance, and consequently prioritize ESG management.
The Co-construction of Empathic Identity in Psychotherapy
Authors: Li Ting
Published: February 2025

The present study examines the co-construction process of psycho-therapists' empathic identity, drawing upon Arundale's Conjoint Co-constituting Model of Communication. Empathy, recognized as a core competence in psychotherapy, is essential not only for the success of therapeutic interventions but also for the establishment of trust and emotional resonance between the psychotherapist and the client. Previous research has predominantly conceptualized empathy as a personal trait or skill inherent to the psychotherapist, thereby neglecting its dynamic construction through interaction with the client. In this study, the counseling session transcripts of Carl Rogers are analyzed to explore how psychotherapists co-construct their empathic identity with clients through strategies such as affirmative responses, restating client utterances, first-person expressions, and continuous revision of discourse. The findings suggest that empathic identity is not a unilaterally constructed outcome by the psychotherapist but rather a gradually formed product through interaction and negotiation between both parties in the conversation. This process not only deepens emotional resonance between the two parties but also strengthens the trust within the therapeutic relationship. This study provides a novel theoretical perspective for understanding the dynamic construction of empathic identity and offers guidance for the application of empathic strategies in psychotherapy practice. Future research may further investigate the mechanisms of empathic identity construction in diverse psychotherapy contexts and explore how to tailor empathic strategies according to individual differences among clients.
Lung Cancer Prediction based on Machine Learning
Authors: Zou Yuqi
Published: February 2025

Lung cancer, a malignancy with high incidence and mortality rates, underscores the critical importance of early diagnosis and treatment. Traditional prediction methods possess limitations, whereas advancements in machine learning technologies offer novel avenues for lung cancer prediction. This paper utilizes data from public databases of lung cancer patients, employing various machine learning algorithms such as Support Vector Machine (SVM), Random Forest (RF), Gradient Boosting Decision Tree (GBDT), and Neural Networks (NN) to diagnose and predict lung cancer. The results indicate that the Random Forest model performs optimally, particularly achieving a high AUC value. Notably, smoking status, age, and yellowing of fingers are identified as crucial features for lung cancer prediction. This study provides new insights and methods for early diagnosis and treatment of lung cancer, possessing significant clinical implications and application value.