Simulation and optimization of residents’ consumption behavior change and consumption upgrading path under multi-factor conditions

Increasing urbanization has led to large changes in residents' consumption behavior, but due to a variety of factors, the overall level of residents' consumption is low, so that it cannot play its role in promoting economic growth.This paper selects the panel data of China Household Finance Survey from 2011 to 2019, and empirically analyzes the impact and path of changes in residents' consumption behavior on consumption upgrading by constructing structural equation model and fixed effect model combined with STATA software.The study shows that changes in residents' consumption behavior and its dimensions can promote residents' consumption upgrading, and there is regional heterogeneity in the impact of changes in residents' consumption behavior on residents' consumption upgrading, and its promotion effect on residents' consumption upgrading is stronger in the developed regions in the Middle East.Based on the above findings, this paper puts forward feasible suggestions on how to optimize residents' consumption behavior to better promote residents' consumption upgrading.

Publication Details

Journal
Journal of Combinatorial Mathematics and Combinatorial Computing
Published
2025-04-16
DOI
https://doi.org/10.61091/jcmcc127b-123
Primary Topic
Impact of AI and Big Data on Business and Society
Type
article
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article

Simulation and optimization of residents’ consumption behavior change and consumption upgrading path under multi-factor conditions

Journal of Combinatorial Mathematics and Combinatorial Computing
Impact of AI and Big Data on Business and Society
article

Simulation and optimization of residents’ consumption behavior change and consumption upgrading path under multi-factor conditions

article en

Abstract

Increasing urbanization has led to large changes in residents' consumption behavior, but due to a variety of factors, the overall level of residents' consumption is low, so that it cannot play its role in promoting economic growth.This paper selects the panel data of China Household Finance Survey from 2011 to 2019, and empirically analyzes the impact and path of changes in residents' consumption behavior on consumption upgrading by constructing structural equation model and fixed effect model combined with STATA software.The study shows that changes in residents' consumption behavior and its dimensions can promote residents' consumption upgrading, and there is regional heterogeneity in the impact of changes in residents' consumption behavior on residents' consumption upgrading, and its promotion effect on residents' consumption upgrading is stronger in the developed regions in the Middle East.Based on the above findings, this paper puts forward feasible suggestions on how to optimize residents' consumption behavior to better promote residents' consumption upgrading.

Journal of Combinatorial Mathematics and Combinatorial ComputingVol. 127b
Openalex Percentile: Top 91%
Impact of AI and Big Data on Business and Society
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Simulation and optimization of residents’ consumption behavior change and consumption upgrading path under multi-factor conditions · Journal of Combinatorial Mathematics and Combinatorial Computing (2025) | TGRS Research Map | TGRS