Data collection and analysis of smartphone use and sleep of secondary school children

Heejune Ahn; Giang T. Nguyen; Heyoung Lee; Sun Jin Jo; Eun Jin Kim; Hyeon Woo Yim

doi:10.1109/BIGCOMP.2017.7881746

Data collection and analysis of smartphone use and sleep of secondary school children

Heejune Ahn, Giang T. Nguyen, Heyoung Lee, Sun Jin Jo, Eun Jin Kim, Hyeon Woo Yim

Department of Preventive Medicine

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

Abstract

Sleeping hour and quality have been considered a key factor to human physical and mental health. Excessive smartphone use can affect the sleep performance of adolescents. This paper designed a measurement experiment system and first data analysis on the relationship between the smartphone use patterns and times to bed, wake up, and spent in bed, using MI band activity tracker and SAMS Android application. We collected and analyzed 23 first-year secondary school children for 8 weeks The results show the main use time of smartphone, defined 'centroid time' can have significant effects on sleep time shortage, lateness of sleep, and sleep quality, implying the late use of smartphone use effects much on sleep quality.

Original language	English
Title of host publication	2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	410-413
Number of pages	4
ISBN (Electronic)	9781509030156
DOIs	https://doi.org/10.1109/BIGCOMP.2017.7881746
State	Published - 17 Mar 2017
Event	2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017 - Jeju Island, Korea, Republic of Duration: 13 Feb 2017 → 16 Feb 2017

Publication series

Name	2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017

Conference

Conference	2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017
Country/Territory	Korea, Republic of
City	Jeju Island
Period	13/02/17 → 16/02/17

Bibliographical note

Publisher Copyright:
© 2017 IEEE.

Keywords

data mining
measurement
MIFIT
SAMS
sleep
smartphone usage

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/BIGCOMP.2017.7881746

Cite this

Ahn, H., Nguyen, G. T., Lee, H., Jo, S. J., Kim, E. J., & Yim, H. W. (2017). Data collection and analysis of smartphone use and sleep of secondary school children. In 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017 (pp. 410-413). Article 7881746 (2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/BIGCOMP.2017.7881746

Ahn, Heejune ; Nguyen, Giang T. ; Lee, Heyoung et al. / Data collection and analysis of smartphone use and sleep of secondary school children. 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 410-413 (2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017).

@inproceedings{80c2f82cb46344ea87ae0391c6939207,

title = "Data collection and analysis of smartphone use and sleep of secondary school children",

abstract = "Sleeping hour and quality have been considered a key factor to human physical and mental health. Excessive smartphone use can affect the sleep performance of adolescents. This paper designed a measurement experiment system and first data analysis on the relationship between the smartphone use patterns and times to bed, wake up, and spent in bed, using MI band activity tracker and SAMS Android application. We collected and analyzed 23 first-year secondary school children for 8 weeks The results show the main use time of smartphone, defined 'centroid time' can have significant effects on sleep time shortage, lateness of sleep, and sleep quality, implying the late use of smartphone use effects much on sleep quality.",

keywords = "data mining, measurement, MIFIT, SAMS, sleep, smartphone usage",

author = "Heejune Ahn and Nguyen, {Giang T.} and Heyoung Lee and Jo, {Sun Jin} and Kim, {Eun Jin} and Yim, {Hyeon Woo}",

note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017 ; Conference date: 13-02-2017 Through 16-02-2017",

year = "2017",

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day = "17",

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language = "English",

series = "2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017",

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Ahn, H, Nguyen, GT, Lee, H, Jo, SJ, Kim, EJ & Yim, HW 2017, Data collection and analysis of smartphone use and sleep of secondary school children. in 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017., 7881746, 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017, Institute of Electrical and Electronics Engineers Inc., pp. 410-413, 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017, Jeju Island, Korea, Republic of, 13/02/17. https://doi.org/10.1109/BIGCOMP.2017.7881746

Data collection and analysis of smartphone use and sleep of secondary school children. / Ahn, Heejune; Nguyen, Giang T.; Lee, Heyoung et al.
2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 410-413 7881746 (2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Data collection and analysis of smartphone use and sleep of secondary school children

AU - Ahn, Heejune

AU - Nguyen, Giang T.

AU - Lee, Heyoung

AU - Jo, Sun Jin

AU - Kim, Eun Jin

AU - Yim, Hyeon Woo

PY - 2017/3/17

Y1 - 2017/3/17

N2 - Sleeping hour and quality have been considered a key factor to human physical and mental health. Excessive smartphone use can affect the sleep performance of adolescents. This paper designed a measurement experiment system and first data analysis on the relationship between the smartphone use patterns and times to bed, wake up, and spent in bed, using MI band activity tracker and SAMS Android application. We collected and analyzed 23 first-year secondary school children for 8 weeks The results show the main use time of smartphone, defined 'centroid time' can have significant effects on sleep time shortage, lateness of sleep, and sleep quality, implying the late use of smartphone use effects much on sleep quality.

AB - Sleeping hour and quality have been considered a key factor to human physical and mental health. Excessive smartphone use can affect the sleep performance of adolescents. This paper designed a measurement experiment system and first data analysis on the relationship between the smartphone use patterns and times to bed, wake up, and spent in bed, using MI band activity tracker and SAMS Android application. We collected and analyzed 23 first-year secondary school children for 8 weeks The results show the main use time of smartphone, defined 'centroid time' can have significant effects on sleep time shortage, lateness of sleep, and sleep quality, implying the late use of smartphone use effects much on sleep quality.

KW - data mining

KW - measurement

KW - MIFIT

KW - SAMS

KW - sleep

KW - smartphone usage

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M3 - Conference contribution

AN - SCOPUS:85017655538

T3 - 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017

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BT - 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017

PB - Institute of Electrical and Electronics Engineers Inc.

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ER -

Ahn H, Nguyen GT, Lee H, Jo SJ, Kim EJ, Yim HW. Data collection and analysis of smartphone use and sleep of secondary school children. In 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 410-413. 7881746. (2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017). doi: 10.1109/BIGCOMP.2017.7881746

Data collection and analysis of smartphone use and sleep of secondary school children

Abstract

Publication series

Conference

Bibliographical note

Keywords

UN SDGs

Access to Document

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