The Media Spatial Diffusion Effect and Distribution Characteristics of AI in Education: An Empirical Analysis of Public Sentiments Across Provincial Regions in China DOI Creative Commons
Bowen Chen, Jinqiao Zhou, Hongfeng Zhang

et al.

Applied Sciences, Journal Year: 2025, Volume and Issue: 15(6), P. 3184 - 3184

Published: March 14, 2025

With the rapid integration of artificial intelligence (AI) technologies in field education, public sentiment towards this development has gradually emerged as an important area research. This study focuses on analysis online opinions regarding application AI education. Python was used to scrape relevant comments from various provinces China. Using SnowNLP algorithm, sentiments were classified into three categories: positive, neutral, and negative. The primarily analyzes spatial distribution characteristics positive negative sentiments, with a visualization results through Geographic Information Systems (GIS). Additionally, Moran’s I Getis-Ord Gi* are introduced detect autocorrelation attitudes. Furthermore, by constructing multivariable geographical detector model MGWR, explores impact factors such digital economy, construction smart cities, local government policy attention, literacy residents, level education infrastructure research will reveal regional disparities education-related its driving mechanisms, providing data support empirical references for optimizing

Language: Английский

Determining influence of service quality on user identification, belongingness, and satisfaction on mobile social media: Insight from emotional attachment perspective DOI
Hua Pang, Kaige Zhang

Journal of Retailing and Consumer Services, Journal Year: 2023, Volume and Issue: 77, P. 103688 - 103688

Published: Dec. 16, 2023

Language: Английский

Citations

49

How real-time interaction and sentiment influence online sales? Understanding the role of live streaming danmaku DOI
Yihan Zhang, Kai Li, Qian Chen

et al.

Journal of Retailing and Consumer Services, Journal Year: 2024, Volume and Issue: 78, P. 103793 - 103793

Published: March 9, 2024

Language: Английский

Citations

25

A novel discrete conformable fractional grey system model for forecasting carbon dioxide emissions DOI
Peng Zhu, Han Zhang, Yunsheng Shi

et al.

Environment Development and Sustainability, Journal Year: 2024, Volume and Issue: unknown

Published: Feb. 1, 2024

Language: Английский

Citations

24

Domino effect of parasocial interaction: Of vicarious expression, electronic word-of-mouth, and bandwagon effect in online shopping DOI Creative Commons
Zeeshan Majeed Nadroo, Weng Marc Lim,

Mohd Asif Naqshbandi

et al.

Journal of Retailing and Consumer Services, Journal Year: 2024, Volume and Issue: 78, P. 103746 - 103746

Published: Feb. 1, 2024

In an age where online shopping permeates daily life, the cascading influences originating from parasocial interactions play a pivotal role in steering consumers' purchase decisions. This research delves deep into interplay of interaction, vicarious expression, electronic word-of-mouth (eWOM), and bandwagon effect, all converging towards influencing intention. Through two controlled quasi-experiments—with 232 participants Study 1 252 2—we offer fresh perspective rooted relationship theory. delineates how heighten impact expressions, leading to amplified effect pronounced eWOM. The study further corroborates mediating expression between interaction effect. 2 sheds light on cyclical nature this process, illustrating that eWOM, turn, reinforces driving These findings underscore potent influence purchasing behaviors, suggesting brands can strategically leverage such enhance eWOM harness Moreover, recognizing reinforcement offers marketers unique opportunity amplify sustain momentum.

Language: Английский

Citations

17

Navigating sentiment dynamics in social media: The role of information characteristics in promoting green consumption across multiple domains DOI
Han Huang, Kun Sun, Ruyin Long

et al.

Environmental Impact Assessment Review, Journal Year: 2025, Volume and Issue: 112, P. 107840 - 107840

Published: Jan. 30, 2025

Language: Английский

Citations

2

Informational cascade, regulatory focus and purchase intention in online flash shopping DOI
Peng Zhu,

Chun Miao,

Ziwei Wang

et al.

Electronic Commerce Research and Applications, Journal Year: 2023, Volume and Issue: 62, P. 101343 - 101343

Published: Nov. 1, 2023

Language: Английский

Citations

27

How the source dynamism of streamers affects purchase intention in live streaming e-commerce: Considering the moderating effect of Chinese consumers’ gender DOI
Lifang Peng, Na Zhang, Ling Huang

et al.

Journal of Retailing and Consumer Services, Journal Year: 2024, Volume and Issue: 81, P. 103949 - 103949

Published: June 13, 2024

Language: Английский

Citations

12

Research on the impact of streamers’ linguistic emotional valence on live streaming performance in live streaming shopping environments DOI
Xiangyang Ma,

Hongzhong Chen,

Xiaoping Lang

et al.

Journal of Retailing and Consumer Services, Journal Year: 2024, Volume and Issue: 81, P. 104040 - 104040

Published: Aug. 22, 2024

Language: Английский

Citations

10

Renewable Adoption, Energy Reliance, and CO2 Emissions: A Comparison of Developed and Developing Economies DOI Creative Commons

Zhaoming Bi,

Renyu Guo,

Rabnawaz Khan

et al.

Energies, Journal Year: 2024, Volume and Issue: 17(13), P. 3111 - 3111

Published: June 24, 2024

Emerging economies and ecosystems rely heavily on fossil fuels, a country’s energy dependence is strong indicator of its reliance foreign suppliers. This study investigates the impact intensity, CO2 emission exploitation renewable resources in 35 developing 20 developed nations. It also explores correlation between energy, GDP growth, emissions. utilizes Generalized Linear Model (GLM) Robust Least Squares (RLS) method to investigate negative policymakers established emerging economies. employs distinctive linear panel estimation techniques spanning from 1970 2022. examines economic consumption, emissions across four continents. Developing countries see an increase per capita when their utilization exceeds capacity. Even with introduction several proxies for use using changed techniques, this discovery remains valid. Moreover, particularly crucial industrialized nations well-established institutions. Energy dependency has increased carbon intensity needed expansion all components, which surprising. The regional discovered spillover most regions, indicating that consequences are similar neighboring countries. Regional exchange unions play vital role reducing adverse environmental impacts dependence, essential growth sector decrease greenhouse gas Undeveloped need enhance investment research development advance technologically.

Language: Английский

Citations

9

Purchasing or gift-giving? The effect of streamer type on purchase intention and gift-giving intention DOI
Xueying Wang, Yuexian Zhang

Current Psychology, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 2, 2025

Language: Английский

Citations

1