Educational Research on the Application of Multiple Linear Regression Analysis to the Relationship Between Electric Vehicle Exterior Design and Affective Vocabulary

This study applies multiple linear regression analysis to investigate the correlation between electric vehicle exterior design and emotional vocabulary, with an emphasis on its educational application. We selected six primary automotive features as independent variables (X) and compiled consumer emotional response data toward various design features as dependent variables (Y). Multiple linear regression analysis was

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Publication Details

Journal
IAFOR International Conference on Education, official conference proceedings
Published
2025-03-28
DOI
https://doi.org/10.22492/issn.2189-1036.2025.20
Primary Topic
Educational Reforms and Innovations
Type
article
Field-Weighted Citation Impact
0.00
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article

Educational Research on the Application of Multiple Linear Regression Analysis to the Relationship Between Electric Vehicle Exterior Design and Affective Vocabulary

YuZheng Wang
IAFOR International Conference on Education, official conference proceedings
Educational Reforms and Innovations
article

Educational Research on the Application of Multiple Linear Regression Analysis to the Relationship Between Electric Vehicle Exterior Design and Affective Vocabulary

YuZheng Wang
article en

Abstract

This study applies multiple linear regression analysis to investigate the correlation between electric vehicle exterior design and emotional vocabulary, with an emphasis on its educational application. We selected six primary automotive features as independent variables (X) and compiled consumer emotional response data toward various design features as dependent variables (Y). Multiple linear regression analysis was

IAFOR International Conference on Education, official conference proceedings
Quality Education
Openalex Percentile: Top 90%
Educational Reforms and Innovations
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Educational Research on the Application of Multiple Linear Regression Analysis to the Relationship Between Electric Vehicle Exterior Design and Affective Vocabulary — YuZheng Wang · IAFOR International Conference on Education, official conference proceedings (2025) | TGRS Research Map | TGRS