Digital economy and institutional dynamics: striving for equitable public service in a digitally transformed era.

Background: The rapid emergence of China's digital economy has sparked profound interest in the complex interplay between digitalization and the provision of public services. This study aims to delve deeper into how the development of the digital economy impacts the level of equalization in public service delivery and evaluates whether institutional factors can moderate this transformation. Against the backdrop of pursuing "common prosperity," this research provides valuable guidance for policymaking and strategic planning.

Exploring the medical decision-making patterns and influencing factors among the general Chinese public: a binary logistic regression analysis.

Objective: With the ongoing evolution of the healthcare system and shifts in cultural paradigms, there is a pressing need to delve into the medical decision-making behaviors of general Chinese public and understand their underlying motivations. This research seeks to elucidate the prevailing tendencies in these decision-making processes and to empirically validate the pivotal factors that shape their choices, offering valuable insights for healthcare policymakers and institutions.

Method: A comprehensive survey was administered to 2,696 Chinese residents to examine their medical decision-making patterns.

Prediction of patient choice tendency in medical decision-making based on machine learning algorithm.

Objective: Machine learning (ML) algorithms, as an early branch of artificial intelligence technology, can effectively simulate human behavior by training on data from the training set. Machine learning algorithms were used in this study to predict patient choice tendencies in medical decision-making. Its goal was to help physicians understand patient preferences and to serve as a resource for the development of decision-making schemes in clinical treatment.

Why do people choose courts to resolve disputes? A fuzzy-set analysis of Chinese citizens' judicial reliance.

We use the concept of judicial reliance to describe the willingness and extent to which citizens seek the help of the court in a dispute. There are obvious local differences in the degree of judicial reliance in different provinces, with some citizens more willing to resort to the courts to settle disputes, whereas others are indifferent to the courts. Based on the judicial survey data of 31 provinces in China, we use fuzzy-set qualitative comparative analysis to explore the possible reasons for differences in citizens' judicial reliance in China.

Impact of Digital Economy on the Provision Efficiency for Public Health Services: Empirical Study of 31 Provinces in China.

The digital economy is booming in China and has become the world's largest after the United States'. Since China entered the era of the digital economy, its digital technology has radiated into various fields. This study is to examine the impact of China's digital economy on the provision efficiency of public health institutions and the mechanism of action between them.

Psychological Well-Being of Left-Behind Children in China: Text Mining of the Social Media Website Zhihu.

China's migrant population has significantly contributed to its economic growth; however, the impact on the well-being of left-behind children (LBC) has become a serious public health problem. Text mining is an effective tool for identifying people's mental state, and is therefore beneficial in exploring the psychological mindset of LBC. Traditional data collection methods, which use questionnaires and standardized scales, are limited by their sample sizes.