Proceedings of the 2022 2nd International Conference on Economic Development and Business Culture (ICEDBC 2022)

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Model Prediction of Factors Influencing NBA Players’ Salaries Based on Multiple Linear Regression

Authors
Yang Zhao1, *
1School of Mathematics and Statistics, Southwest University, Chongqing, 400715, China
*Corresponding author. Email: yangzh2633@163.com
Corresponding Author
Yang Zhao
Available Online 31 December 2022.
DOI
10.2991/978-94-6463-036-7_213How to use a DOI?
Keywords
NBA; Professional player; Salary management; Multiple linear regression
Abstract

With the commercialization of sports, the main concern of the various leagues is how much to pay a player, especially a star player or superstar. This paper uses the NBA league as an example to investigate the main factors affecting players’ salary levels. 14 indicators such as height, weight and Win Share of players who played more than or equal to 10 times in the NBA league in the 2017–2018 season were selected. The aim is to build a regression model to select the independent variables that have a significant effect on the salary level. The result shows that NBA players’ individual abilities have a strong positive relationship with their salaries and their team-related indicators do not have a significant impact on their salaries. Finally, based on the NBA players’ salary model, some suggestions on salary management were provided to the Chinese Basketball Association.

Copyright
© 2022 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2022 2nd International Conference on Economic Development and Business Culture (ICEDBC 2022)
Series
Advances in Economics, Business and Management Research
Publication Date
31 December 2022
ISBN
978-94-6463-036-7
ISSN
2352-5428
DOI
10.2991/978-94-6463-036-7_213How to use a DOI?
Copyright
© 2022 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Yang Zhao
PY  - 2022
DA  - 2022/12/31
TI  - Model Prediction of Factors Influencing NBA Players’ Salaries Based on Multiple Linear Regression
BT  - Proceedings of the 2022 2nd International Conference on Economic Development and Business Culture (ICEDBC 2022)
PB  - Atlantis Press
SP  - 1439
EP  - 1445
SN  - 2352-5428
UR  - https://doi.org/10.2991/978-94-6463-036-7_213
DO  - 10.2991/978-94-6463-036-7_213
ID  - Zhao2022
ER  -