Smartphone Usage Behavior Between Depressed and Non-Depressed Students

被引:6
作者
Ahmed, Md Sabbir [1 ]
Rony, Rahat Jahangir [2 ]
Hasan, Tanvir [3 ]
Ahmed, Nova [2 ]
机构
[1] Eastern Univ, Dept CSE, Dhaka, Bangladesh
[2] North South Univ, Dept ECE, Dhaka, Bangladesh
[3] East West Univ, Dept CSE, Dhaka, Bangladesh
来源
UBICOMP/ISWC '20 ADJUNCT: PROCEEDINGS OF THE 2020 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING AND PROCEEDINGS OF THE 2020 ACM INTERNATIONAL SYMPOSIUM ON WEARABLE COMPUTERS | 2020年
关键词
Smartphone; Depression; Students; Communication; Social Media; SEVERITY; PHQ-9;
D O I
10.1145/3410530.3414441
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Increasing smartphone usage has received much scholarly attention to investigate its impact on mental health. To our best knowledge, none of the previous studies have explored smartphone usage behavior of depressed students. In this study, using 7 days' actual smartphone usage data of 44 students, we present the smartphone usage behavior that varies between depressed and non-depressed students. Our findings show that in terms of aggregated smartphone usage data, these two groups of students use similar number of apps. However, depressed students' frequency of launch per app is significantly higher. Moreover, they use Communication category apps more and their diurnal usage pattern is also significantly different. Therefore, our findings show the possibility to differentiate depressed and non-depressed students based on their smartphone usage data.
引用
收藏
页码:675 / 679
页数:5
相关论文
共 13 条
[1]   The relationship between addiction to smartphone usage and depression among adults: a cross sectional study [J].
Alhassan, Aljohara A. ;
Alqadhib, Ethar M. ;
Taha, Nada W. ;
Alahmari, Raneem A. ;
Salam, Mahmoud ;
Almutairi, Adel F. .
BMC PSYCHIATRY, 2018, 18
[2]  
App Annie, 2020, AB US
[3]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[4]   Impacts of socio-cultural environment and lifestyle factors on the psychological health of university students in Bangladesh: A longitudinal study [J].
Hossain, Sahadat ;
Anjum, Afifa ;
Uddin, Md. Elias ;
Rahman, Md. Abdur ;
Hossain, Md. Forhad .
JOURNAL OF AFFECTIVE DISORDERS, 2019, 256 :393-403
[5]  
Hunt MG, 2018, J SOC CLIN PSYCHOL, V37, P751
[6]   The PHQ-9 - Validity of a brief depression severity measure [J].
Kroenke, K ;
Spitzer, RL ;
Williams, JBW .
JOURNAL OF GENERAL INTERNAL MEDICINE, 2001, 16 (09) :606-613
[7]   Hooked on Smartphones: An Exploratory Study on Smartphone Overuse among College Students [J].
Lee, Uichin ;
Lee, Joonwon ;
Ko, Minsam ;
Lee, Changhun ;
Kim, Yuhwan ;
Yang, Subin ;
Yatani, Koji ;
Gweon, Gahgene ;
Chung, Kyong-Mee ;
Song, Junehwa .
32ND ANNUAL ACM CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS (CHI 2014), 2014, :2327-2336
[8]   A diagnostic meta-analysis of the Patient Health Questionnaire-9 (PHQ-9) algorithm scoring method as a screen for depression [J].
Manea, Laura ;
Gilbody, Simon ;
McMillan, Dean .
GENERAL HOSPITAL PSYCHIATRY, 2015, 37 (01) :67-75
[9]   Manifestation of Depression and Loneliness on Social Networks: A Case Study of Young Adults on Facebook [J].
Park, Sungkyu ;
Kim, Inyeop ;
Lee, Sang Won ;
Yoo, Jaehyun ;
Jeong, Bumseok ;
Cha, Meeyoung .
PROCEEDINGS OF THE 2015 ACM INTERNATIONAL CONFERENCE ON COMPUTER-SUPPORTED COOPERATIVE WORK AND SOCIAL COMPUTING (CSCW'15), 2015, :557-570
[10]   The association between problematic smartphone use, depression and anxiety symptom severity, and objectively measured smartphone use over one week [J].
Rozgonjuk, Dmitri ;
Levine, Jason C. ;
Hall, Brian J. ;
Elhai, Jon D. .
COMPUTERS IN HUMAN BEHAVIOR, 2018, 87 :10-17