Regression Approach to Determining Relationship Between Short Video Viewing Duration and Study Efficiency

Nowadays, the websites of short video developed rapidly, a problem appears gradually at the same time. That is, many students study efficiency reduces a lot after having a long time viewing short videos. A lot of teachers and parents express their concern about this situation to their kids academic performance on the Internet, and a theory declares that the short video have a negative correlation between students study efficiency, appears. Thus, this article is going to study in regression, include simple linear regression and polynomial regression, detect the exact relationship between short video viewing duration and students study efficiency. It come with a result that viewing short video do have a negative impact on students study efficiency and academic performance. It is meaningful in regulate students short video watching and prompt them make a scientific schedule of short video watching duration to avoid being boil by the addiction of short videos. This work should be conducive to students education.

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Publication Details

Journal
Theoretical and Natural Science
Published
2025-07-20
DOI
https://doi.org/10.54254/2753-8818/2025.24819
Primary Topic
Image and Video Quality Assessment
Type
article
Field-Weighted Citation Impact
0.00
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article

Regression Approach to Determining Relationship Between Short Video Viewing Duration and Study Efficiency

Ran Ma
Theoretical and Natural Science
Image and Video Quality Assessment
article

Regression Approach to Determining Relationship Between Short Video Viewing Duration and Study Efficiency

Ran Ma
article en

Abstract

Nowadays, the websites of short video developed rapidly, a problem appears gradually at the same time. That is, many students study efficiency reduces a lot after having a long time viewing short videos. A lot of teachers and parents express their concern about this situation to their kids academic performance on the Internet, and a theory declares that the short video have a negative correlation between students study efficiency, appears. Thus, this article is going to study in regression, include simple linear regression and polynomial regression, detect the exact relationship between short video viewing duration and students study efficiency. It come with a result that viewing short video do have a negative impact on students study efficiency and academic performance. It is meaningful in regulate students short video watching and prompt them make a scientific schedule of short video watching duration to avoid being boil by the addiction of short videos. This work should be conducive to students education.

Theoretical and Natural ScienceVol. 104(1)
Beijing International Studies University (CN)
Openalex Percentile: Top 84%
Image and Video Quality Assessment
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Regression Approach to Determining Relationship Between Short Video Viewing Duration and Study Efficiency — Ran Ma · Theoretical and Natural Science (2025) | TGRS Research Map | TGRS