Analysis of Pet Supplies Demand and Influencing Factors Based on Logistic Regression Model

Wenyu Li

2025

Abstract

With the continuous development of society and the influence of various factors, pets have become an important member of the family. This has brought about a booming development of the pet supplies market, so studying people's demand for pet supplies and the impact of various factors on purchasing intention is of great significance to related companies and merchants. This study will establish a linear regression model through the data collected from the questionnaire to explore the core influencing factors and consumer behavior characteristics of the market demand for pet supplies. The study found that when consumers choose pet products, product quality and safety, product function and practicality are the primary considerations, followed by brand reputation, price performance and health benefits of product ingredients. The study further reveals the heterogeneity of consumer preference groups: high-income groups pay more attention to brand and quality, while middle- and low-income consumers are more sensitive to price. However, linear regression models cannot effectively explain complex interaction effects (nonlinear effects of pet attachment emotion on consumption decisions, etc.). Future research can deepen feature analysis in combination with machine learning and other methods.

Paper Citation

in Harvard Style

Li W. (2025). Analysis of Pet Supplies Demand and Influencing Factors Based on Logistic Regression Model. In Proceedings of the 2nd International Conference on Innovations in Applied Mathematics, Physics, and Astronomy - Volume 1: IAMPA; ISBN 978-989-758-774-0, SciTePress, pages 134-138. DOI: 10.5220/0013815400004708

in Bibtex Style

@conference{iampa25,
author={Wenyu Li},
title={Analysis of Pet Supplies Demand and Influencing Factors Based on Logistic Regression Model},
booktitle={Proceedings of the 2nd International Conference on Innovations in Applied Mathematics, Physics, and Astronomy - Volume 1: IAMPA},
year={2025},
pages={134-138},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013815400004708},
isbn={978-989-758-774-0},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 2nd International Conference on Innovations in Applied Mathematics, Physics, and Astronomy - Volume 1: IAMPA
TI - Analysis of Pet Supplies Demand and Influencing Factors Based on Logistic Regression Model
SN - 978-989-758-774-0
AU - Li W.
PY - 2025
SP - 134
EP - 138
DO - 10.5220/0013815400004708
PB - SciTePress