Research on the Relationship Between Organizational Commitment and Work Performance of College Teachers Based on Big Data Technology

Wanxiang Xie, Grace R. Tobias

2024

Abstract

This study explores big data technology’s application and impact on understanding organizational commitment’s relationship to college teacher job performance. Through surveying teachers at home and abroad, and using structural equation modeling (SEM) to analyze links between organizational commitment, job satisfaction, stress, career development and performance, the study finds teachers’ organizational commitment significantly positively impacts their job performance. Affective and normative commitment most significantly impact performance. Big data technology enriches measurement methods, revealing job satisfaction’s mediating role and work pressure and career development’s moderating role. The findings provide empirical evidence for improving job performance by increasing faculty commitment and satisfaction, and indicate possible future research directions.

Paper Citation

in Harvard Style

Xie W. and Tobias G. (2024). Research on the Relationship Between Organizational Commitment and Work Performance of College Teachers Based on Big Data Technology. In Proceedings of the 1st International Conference on Data Science and Engineering - Volume 1: ICDSE; ISBN 978-989-758-690-3, SciTePress, pages 5-10. DOI: 10.5220/0012789600004547

in Bibtex Style

@conference{icdse24,
author={Wanxiang Xie and Grace R. Tobias},
title={Research on the Relationship Between Organizational Commitment and Work Performance of College Teachers Based on Big Data Technology},
booktitle={Proceedings of the 1st International Conference on Data Science and Engineering - Volume 1: ICDSE},
year={2024},
pages={5-10},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012789600004547},
isbn={978-989-758-690-3},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Data Science and Engineering - Volume 1: ICDSE
TI - Research on the Relationship Between Organizational Commitment and Work Performance of College Teachers Based on Big Data Technology
SN - 978-989-758-690-3
AU - Xie W.
AU - Tobias G.
PY - 2024
SP - 5
EP - 10
DO - 10.5220/0012789600004547
PB - SciTePress