Consumption level of rural residents in China and its influencing factors based on big data analysis

Yuhuan Yan

doi:10.47297/wspceWSP2516-251904.20250902

PDF
Export
Share
Collection
Album

Consumption level of rural residents in China and its influencing factors based on big data analysis

Volume 9, Issue 2

Views: 0 Downloads: 0

Consumption level of rural residents in China and its influencing factors based on big data analysis
Consumption level of rural residents in China and its influencing factors based on big data analysis
Jinzhong College of Information, Jinzhong, Shanxi, China, 030800
Vol. 9, Issue 2, Pages: 22-29(2025)
Published：28 April 2025
DOI：10.47297/wspceWSP2516-251904.20250902
Accepted：

Scan QR Code

Yan Yuhuan.Consumption level of rural residents in China and its influencing factors based on big data analysis[J].Creative Economy,2025,09(02):22-29.
DOI：

Yan Yuhuan.Consumption level of rural residents in China and its influencing factors based on big data analysis[J].Creative Economy,2025,09(02):22-29. DOI： 10.47297/wspceWSP2516-251904.20250902.

摘要

Abstract

Under the background of the implementation of the rural revitalization strategy

China's rural economy has developed rapidly and farmers' incomes has grown steadily. Meanwhile

factors like the popularization of online shopping have provided rural residents with more consumption choices

leading to a stable rise in their consumption level. This paper analyzes the consumption situation of rural residents in China by applying the multivariate linear regression model and analyzes the potential factors affecting the consumption level of rural residents. In terms of research methods

this paper first visually presents the relevant statistical analysis indicators of the rural consumption level

depicting the current situation and development trends of agriculture and rural areas in China. Then

it assesses the importance of the collected influencing factors using the random forest method. Subsequently

it identifies relatively crucial influencing factors for regression analysis. Eventually

through the integration of the outcomes of visualization and regression analysis

this study provides some theoretical underpinnings and decision - making references for the promotion of the rural revitalization strategy.

关键词

Keywords

references

Du Jiang , Fang Min . An Empirical Investigation into the Determinants of Rural Residents' Consumption within the Context of Rural Revitalization—Based on China's Panel Data Spanning from 2000 to 2017 [J ] . Jiangsu Agricultural Sciences , 2021 , 49 ( 8 ): 22 - 30 .

Xie Maoyi , Yuan Pengju , Cheng Yiping , et al . The Impact of Rural Labor Transfer on Regional Income Gap: Based on China's Provincial Panel Data from 2006 to 2021 [J ] . Economic Geography , 2023 , 43 ( 3 ): 180 - 187 .

Xu Yingming , Zhang Xiaoyu , Xiao Xinyan . Analysis of the Paths for E - commerce Platforms to Promote Consumption Upgrading in the Lower - tier Markets [J ] . China Economic & Trade Herald , 2022 ( 15 ): 135 - 140 .[4 ] Guo Yanzhi and Liu Xu conducted a study entitled "An Inquiry into the Influencing Factors of Rural Residents' Income Relying on Granger Causality Test and Canonical Correlation Analysis" [J ] . Published in the Journal of Agrotechnical Economics in 2011 , Volume 10, the article spanned pages 92 - 97.

Wang Haiping , Zhou Jiangmei , Lin Guohua , et al . Industrial Upgrading, Agricultural Structure Adjustment and the Income of County - level Farmers - A Study Based on the Panel Data of 58 Counties in Fujian Province [J ] . East China Economic Management , 2019 , 33 ( 8 ): 23 - 28 .

Song Shaoqing . Analysis of the Influencing Factors of the Consumption Level of Rural Residents in China [J ] . Hebei Enterprises , 2017 ( 12 ): 42 - 43 .

Liu Jinyu . Empirical Analysis of the Influencing Factors of the Consumption Level of Chinese Residents [J ] . China Collective Economy , 2019 ( 7 ): 17 - 20 .

Liu Yu , Ren Yanmin , Pan Yuchun , in conjunction with other researchers , undertook an investigative work entitled "An Investigation into the Rural Development Pattern and Its Zoning in the Context of the Rural Revitalization Strategy" [J ] . This research was published in Transactions of the Chinese Society of Agricultural Engineering . 2019 , 35 ( 12 ): 281 - 289 .

WuZhongjie , ChenLiang . Analysis of the Living Conditions of Rural Residents in Guangdong under the Background of Rural Revitalization [J ] . Rural Scientific Experiment , 2024 ( 2 ): 193 - 195 .

Yan Yihuai . Empirical Study on the Impact of the Development of E - commerce in China on the Consumption of Rural Residents [J ] . Exploration and Research , 2023 ( 10 ): 67 - 70 .

The State Council of the People's Republic of China . Rural Revitalization Strategy Plan (2018 - 2022) [OL ] . September 26 , 2018 .

The Ministry of Agriculture and Rural Affairs of the People's Republic of China . National Rural Industry Development Plan (2020 - 2025) [OL ] . September 7 , 2020 .

Alert me when the article has been cited

Submit

No data

Related Author

No data

Related Institution

No data

⁰