Measurement Method and Application of a Deep Learning Digital Economy Scale Based on a Big Data Cloud Platform

In recent years, with the acceleration of the process of economic globalization and the deepening of my country's financial liberalization, the scale of international short-term capital flows has been extremely rapid. This article mainly studies the deep learning digital economy scale measurement method and its application based on the big data cloud platform. This article uses the indirect method to estimate the stock of renminbi circulating abroad. The results show that the application of big data cloud platforms can increase the development share of digital media and digital transactions in the digital economy, and optimize the structure of China's digital economy.

Construction and Optimization of Green Supply Chain Management Mode of Agricultural Enterprises in the Digital Economy

Digital economy is a rapidly developing economic form under the background of the information age. This article introduces the construction and optimization of the green supply chain management model of agricultural enterprises under the digital economy, and intends to provide some ideas and directions for the development of green supply chain management of agricultural enterprises based on digital economy. This paper proposes the construction and optimization research methods of the green supply chain management model of agricultural enterprises under the digital economy, including the overview of green supply chain management, the construction of the optimization management model of the green supply chain of agricultural enterprises, and the digital economy under the construction of a green supply chain management practice index system for agricultural enterprises. Experimental results show that average Cronbachα value of each scale factor of the optimized management model in this paper is 0.876, and optimized decision-making coordination mechanism has high internal consistency.

The Role of the Digital Economy in Rebuilding and Maintaining Social Governance Mechanisms

The digital transformation has impacted society at different levels, mainly on the economic and governance levels. This paper investigates the impact of the digital economy on social governance mechanisms. Additionally, it captures the indirect effects or mediating forces such as social reforms and a sustainable digital economy. The study followed a positivism philosophy, and it is survey research influencing cross-sectional study. The unit of analysis in the current paper was employees from four different professions as economists, financial analysts, managers, and teachers. The random sampling technique was used as a sampling type, and a questionnaire was used for data collection. Structural equation modeling (SEM) was carried out as a data analysis technique. The research findings revealed that the digital economy has a favorable impact on the social governance mechanism. Likewise, the digital economy positively affects social reforms and a sustainable digital economy. Social reforms also proved to link with a sustainable digital economy positively. The output of the indirect effects and structural model confirmed that social reform played a partial mediation role between the digital economy and sustainable digital economy. Moreover, a sustainable digital economy confirmed a partial mediation between the digital economy and the social governance mechanism. Finally, analysis confirmed a serial mediation among digital economy, social reforms, sustainable digital economy, and social governance mechanism. Therefore, policymakers and government agents should improve the digital economy to have a strong social governance mechanism.

Adjusting Financial Reporting in the Perspective of Transferring Financial Transactions to the Cryptocurrency Market

The regulation of the cryptocurrency market is becoming an increasingly debated topic in the context of the transition to the digital economy and the health security procedures adopted by the authorities in this period dominated by the pandemic and economic crisis. In this context, we propose a prospective analysis of the effects of legislative regulation and the shift to the cryptocurrency market as a unit supporting digitization. The methods and procedures used in the analysis aim to obtain the staging of the interaction between the accounting system and the cryptocurrency trading processes. Thus, we will address the issue of the digital economy and the effects produced by it, and the result of this approach will be to identify viable solutions that will prevent certain effects on financial reporting and limit tax evasion or other money laundering techniques as a result of the widespread transition to this trading system. The results obtained will be useful to economic decision-makers and tax authorities concerned with these aspects of economic development.