Analysis of Factors Influencing Smartphone Prices

Jingchen Cui, Xinyu Wang, Yichen Zheng

2025

Abstract

As a necessity of modern life, the price of smartphones is affected by multiple factors, such as hardware cost, technological innovation, and marketing strategy. To deeply investigate the common role of various factors on smartphone pricing, this study is based on a dataset containing 980 basic attributes of smartphones, improves the data quality through preprocessing steps such as dealing with missing values and deleting outliers, and filters out the significant variables by using backward stepwise regression. On this basis, this study constructs a multiple linear regression model by linear regression method, conducts regression analysis and concludes that factors such as processor speed, Random Access Memor (RAM) size and internal storage capacity have a positive impact on smartphone price, while factors such as user rating, processor cores and battery capacity have a negative impact. The results of the study not only provide consumers with a scientific basis for purchasing decision-making but also provide theoretical support for manufacturers to optimise product pricing strategies and improve market competitiveness, which is of great significance in promoting the healthy development of the smartphone market.

Paper Citation

in Harvard Style

Cui J., Wang X. and Zheng Y. (2025). Analysis of Factors Influencing Smartphone Prices. 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 65-69. DOI: 10.5220/0013814100004708

in Bibtex Style

@conference{iampa25,
author={Jingchen Cui and Xinyu Wang and Yichen Zheng},
title={Analysis of Factors Influencing Smartphone Prices},
booktitle={Proceedings of the 2nd International Conference on Innovations in Applied Mathematics, Physics, and Astronomy - Volume 1: IAMPA},
year={2025},
pages={65-69},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013814100004708},
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 Factors Influencing Smartphone Prices
SN - 978-989-758-774-0
AU - Cui J.
AU - Wang X.
AU - Zheng Y.
PY - 2025
SP - 65
EP - 69
DO - 10.5220/0013814100004708
PB - SciTePress