digital media use;
university students;
COVID-19;
retrospective study;
sleep problems;
LIGHT;
SYMPTOMS;
D O I:
10.3389/fpsyt.2022.946265
中图分类号:
R749 [精神病学];
学科分类号:
100205 ;
摘要:
This retrospective cohort study investigates the association between the incidence of sleep problems and changes in digital media use among university students during the COVID-19 pandemic. It used data from annual health check-ups performed at a Japanese university in 2019 and 2020. Students undergoing these check-ups were identified to respond to questions about sleep problems, digital media use, breakfast and exercise habits, and stress. In total, 3,869 students were included in the analysis. The association between the incidence of sleep problems in 2020 and the changes in digital media use between 2019 and 2020 was assessed using logistic regression models. The rate of long digital media use (>= 2 hours) in 2019 was 42.6%, while in 2020 it was 53.6%. Incidence of sleep problems was observed in 244 students (6.3%) in 2020. There were 786 students (20.3%) who used digital media for <= 2 h in 2019 and >= 2 h in 2020. From the sample, 66 students (8.4%) reported incidence of sleep problems in 2020. Additionally, those respondents who specifically reported increased digital media use between 2019 and 2020 (increased use) where at greater risk (OR: 1.76; 95% CI: 1.21, 2.55) of reporting sleep problems in 2020, even after controlling for other study variables. Thus, this study provides evidence that the incidence of sleep problems has had a significant association with an increase in digital media use among university students throughout the COVID-19 pandemic. These findings highlight the importance of ensuring appropriate digital media use among students for improved quality of sleep.
机构:
Qazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, IranQazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, Iran
Alimoradi, Zainab
;
Brostrom, Anders
论文数: 0引用数: 0
h-index: 0
机构:
Jonkoping Univ, Sch Hlth & Welf, Dept Nursing, Jonkoping, Sweden
Linkoping Univ Hosp, Dept Clin Neurophysiol, Linkoping, SwedenQazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, Iran
Brostrom, Anders
;
Tsang, Hector W. H.
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Rehabil Sci, Hung Hom, Hong Kong, Peoples R ChinaQazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, Iran
Tsang, Hector W. H.
;
Griffiths, Mark D.
论文数: 0引用数: 0
h-index: 0
机构:
Nottingham Trent Univ, Psychol Dept, Int Gaming Res Unit, Nottingham, EnglandQazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, Iran
Griffiths, Mark D.
;
Haghayegh, Shahab
论文数: 0引用数: 0
h-index: 0
机构:
Harvard TH Chan Sch Publ Hlth, Dept Biostat, Boston, MA USAQazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, Iran
Haghayegh, Shahab
;
Ohayon, Maurice M.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Stanford Sleep Epidemiol Res Ctr SSERC, Sch Med, Stanford, CA 94305 USAQazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, Iran
Ohayon, Maurice M.
;
论文数: 引用数:
h-index:
机构:
Lin, Chung-Ying
;
Pakpour, Amir H.
论文数: 0引用数: 0
h-index: 0
机构:
Qazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, Iran
Jonkoping Univ, Sch Hlth & Welf, Dept Nursing, Jonkoping, SwedenQazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, Iran
机构:
Univ Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, CanadaUniv Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, Canada
Cenat, Jude Mary
;
Blais-Rochette, Camille
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, CanadaUniv Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, Canada
Blais-Rochette, Camille
;
Kokou-Kpolou, Cyrille Kossigan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Picardie Jules Verne, Dept Psychol, Amiens, FranceUniv Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, Canada
Kokou-Kpolou, Cyrille Kossigan
;
Noorishad, Pari-Gole
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, CanadaUniv Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, Canada
Noorishad, Pari-Gole
;
Mukunzi, Joana N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, CanadaUniv Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, Canada
Mukunzi, Joana N.
;
McIntee, Sara -Emilie
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, CanadaUniv Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, Canada
McIntee, Sara -Emilie
;
论文数: 引用数:
h-index:
机构:
Dalexis, Rose Darly
;
Goulet, Marc-Andre
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, CanadaUniv Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, Canada
Goulet, Marc-Andre
;
Labelle, Patrick R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Lib, Ottawa, ON, CanadaUniv Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, Canada
机构:
Brigham & Womens Hosp, Dept Med, Div Sleep & Circadian Disorders, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Neurol, Boston, MA 02115 USA
Harvard Univ, Sch Med, Div Sleep Med, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Div Sleep & Circadian Disorders, Boston, MA 02115 USA
Chang, Anne-Marie
;
Aeschbach, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, Dept Med, Div Sleep & Circadian Disorders, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Neurol, Boston, MA 02115 USA
Harvard Univ, Sch Med, Div Sleep Med, Boston, MA 02115 USA
German Aerosp Ctr, Inst Aerosp Med, D-51147 Cologne, GermanyBrigham & Womens Hosp, Dept Med, Div Sleep & Circadian Disorders, Boston, MA 02115 USA
Aeschbach, Daniel
;
论文数: 引用数:
h-index:
机构:
Duffy, Jeanne F.
;
Czeisler, Charles A.
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, Dept Med, Div Sleep & Circadian Disorders, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Neurol, Boston, MA 02115 USA
Harvard Univ, Sch Med, Div Sleep Med, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Div Sleep & Circadian Disorders, Boston, MA 02115 USA
机构:
Huazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R China
Fu, Wenning
;
Wang, Chao
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Med Coll, Sch Publ Hlth, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R China
Wang, Chao
;
Zou, Li
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, Dept Neurol, Renmin Hosp, Wuhan 430060, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R China
Zou, Li
;
Guo, Yingying
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Childrens Healthcare Dept, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R China
Guo, Yingying
;
Lu, Zuxun
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Med Coll, Sch Publ Hlth, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R China
Lu, Zuxun
;
Yan, Shijiao
论文数: 0引用数: 0
h-index: 0
机构:
Hainan Med Univ, Sch Publ Hlth, Haikou 571199, Hainan, Peoples R China
Hainan Med Univ, Res Unit Isl Emergency Med, Chinese Acad Med Sci 2019RU013, Haikou 571199, Hainan, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R China
Yan, Shijiao
;
Mao, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R China
机构:
Qazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, IranQazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, Iran
Alimoradi, Zainab
;
Brostrom, Anders
论文数: 0引用数: 0
h-index: 0
机构:
Jonkoping Univ, Sch Hlth & Welf, Dept Nursing, Jonkoping, Sweden
Linkoping Univ Hosp, Dept Clin Neurophysiol, Linkoping, SwedenQazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, Iran
Brostrom, Anders
;
Tsang, Hector W. H.
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Rehabil Sci, Hung Hom, Hong Kong, Peoples R ChinaQazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, Iran
Tsang, Hector W. H.
;
Griffiths, Mark D.
论文数: 0引用数: 0
h-index: 0
机构:
Nottingham Trent Univ, Psychol Dept, Int Gaming Res Unit, Nottingham, EnglandQazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, Iran
Griffiths, Mark D.
;
Haghayegh, Shahab
论文数: 0引用数: 0
h-index: 0
机构:
Harvard TH Chan Sch Publ Hlth, Dept Biostat, Boston, MA USAQazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, Iran
Haghayegh, Shahab
;
Ohayon, Maurice M.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Stanford Sleep Epidemiol Res Ctr SSERC, Sch Med, Stanford, CA 94305 USAQazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, Iran
Ohayon, Maurice M.
;
论文数: 引用数:
h-index:
机构:
Lin, Chung-Ying
;
Pakpour, Amir H.
论文数: 0引用数: 0
h-index: 0
机构:
Qazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, Iran
Jonkoping Univ, Sch Hlth & Welf, Dept Nursing, Jonkoping, SwedenQazvin Univ Med Sci, Social Determinants Hlth Res Ctr, Res Inst Prevent Noncommunicable Dis, Qazvin, Iran
机构:
Univ Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, CanadaUniv Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, Canada
Cenat, Jude Mary
;
Blais-Rochette, Camille
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, CanadaUniv Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, Canada
Blais-Rochette, Camille
;
Kokou-Kpolou, Cyrille Kossigan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Picardie Jules Verne, Dept Psychol, Amiens, FranceUniv Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, Canada
Kokou-Kpolou, Cyrille Kossigan
;
Noorishad, Pari-Gole
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, CanadaUniv Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, Canada
Noorishad, Pari-Gole
;
Mukunzi, Joana N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, CanadaUniv Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, Canada
Mukunzi, Joana N.
;
McIntee, Sara -Emilie
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, CanadaUniv Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, Canada
McIntee, Sara -Emilie
;
论文数: 引用数:
h-index:
机构:
Dalexis, Rose Darly
;
Goulet, Marc-Andre
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, CanadaUniv Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, Canada
Goulet, Marc-Andre
;
Labelle, Patrick R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Lib, Ottawa, ON, CanadaUniv Ottawa, Sch Psychol, 136 Jean Jacques Lussier,4017,Vanier Hall, Ottawa, ON K1N 6N5, Canada
机构:
Brigham & Womens Hosp, Dept Med, Div Sleep & Circadian Disorders, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Neurol, Boston, MA 02115 USA
Harvard Univ, Sch Med, Div Sleep Med, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Div Sleep & Circadian Disorders, Boston, MA 02115 USA
Chang, Anne-Marie
;
Aeschbach, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, Dept Med, Div Sleep & Circadian Disorders, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Neurol, Boston, MA 02115 USA
Harvard Univ, Sch Med, Div Sleep Med, Boston, MA 02115 USA
German Aerosp Ctr, Inst Aerosp Med, D-51147 Cologne, GermanyBrigham & Womens Hosp, Dept Med, Div Sleep & Circadian Disorders, Boston, MA 02115 USA
Aeschbach, Daniel
;
论文数: 引用数:
h-index:
机构:
Duffy, Jeanne F.
;
Czeisler, Charles A.
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, Dept Med, Div Sleep & Circadian Disorders, Boston, MA 02115 USA
Brigham & Womens Hosp, Dept Neurol, Boston, MA 02115 USA
Harvard Univ, Sch Med, Div Sleep Med, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Div Sleep & Circadian Disorders, Boston, MA 02115 USA
机构:
Huazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R China
Fu, Wenning
;
Wang, Chao
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Med Coll, Sch Publ Hlth, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R China
Wang, Chao
;
Zou, Li
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, Dept Neurol, Renmin Hosp, Wuhan 430060, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R China
Zou, Li
;
Guo, Yingying
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Childrens Healthcare Dept, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R China
Guo, Yingying
;
Lu, Zuxun
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Med Coll, Sch Publ Hlth, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R China
Lu, Zuxun
;
Yan, Shijiao
论文数: 0引用数: 0
h-index: 0
机构:
Hainan Med Univ, Sch Publ Hlth, Haikou 571199, Hainan, Peoples R China
Hainan Med Univ, Res Unit Isl Emergency Med, Chinese Acad Med Sci 2019RU013, Haikou 571199, Hainan, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R China
Yan, Shijiao
;
Mao, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Med Coll, Sch Nursing, Wuhan 430030, Peoples R China