Correlating msm's mental health with usage behaviors on msm-specific social applications

Xin Gao; Chaohe Zhang; Liantao Ma; Yasha Wang; Jiangtao Wang; Daqing Zhang

doi:10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00181

Correlating msm's mental health with usage behaviors on msm-specific social applications

Xin Gao
, Chaohe Zhang
, Liantao Ma
, Yasha Wang
, Jiangtao Wang
, Daqing Zhang

Ministry of Education of the People's Republic of China
Tsinghua University
Lancaster University

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collection › Contribution à une conférence › Revue par des pairs

Résumé

Homophobia and discrimination towards men who have sex with men (MSM) make the mental health of this community a severe concern. The prevalence of mobile social apps for MSM provides a new channel to study their mental health issues. However, the correlation between the psychological states of MSM and their behaviors on social apps are still uninvestigated. In this paper, we conduct a case study of 103 MSM in China to explore whether the User Generated Content, Profile, Mobility information of MSM on social apps correlate with their depression, loneliness, anxiety and stress level. The analysis results indicate that the mental health disorder level of MSM is correlated with the emotion expressed in posts, whether the user has filled in self-description blank, the social relationship among online friends, frequency of visiting popular gays-meeting places. Our findings imply future opportunities in early psychological problems detection and intervention.

langue originale	Anglais
titre	Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019
Editeur	Institute of Electrical and Electronics Engineers Inc.
Pages	891-898
Nombre de pages	8
ISBN (Electronique)	9781728140346
Les DOIs	https://doi.org/10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00181
état	Publié - 1 août 2019
Modification externe	Oui
Evénement	2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019 - Leicester, Royaume-Uni Durée: 19 août 2019 → 23 août 2019

Série de publications

Nom	Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019

Une conférence

Une conférence	2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019
Pays/Territoire	Royaume-Uni
La ville	Leicester
période	19/08/19 → 23/08/19

SDG des Nations Unies

Ce résultat contribue à ou aux Objectifs de développement durable suivants

SDG 3 Bonne santé et bien-être

Accès au document

10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00181

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Contient cette citation

Gao, X., Zhang, C., Ma, L., Wang, Y., Wang, J., & Zhang, D. (2019). Correlating msm's mental health with usage behaviors on msm-specific social applications. Dans Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019 (p. 891-898). Article 9060383 (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00181

Gao, Xin ; Zhang, Chaohe ; Ma, Liantao et al. / Correlating msm's mental health with usage behaviors on msm-specific social applications. Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. Institute of Electrical and Electronics Engineers Inc., 2019. p. 891-898 (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019).

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title = "Correlating msm's mental health with usage behaviors on msm-specific social applications",

abstract = "Homophobia and discrimination towards men who have sex with men (MSM) make the mental health of this community a severe concern. The prevalence of mobile social apps for MSM provides a new channel to study their mental health issues. However, the correlation between the psychological states of MSM and their behaviors on social apps are still uninvestigated. In this paper, we conduct a case study of 103 MSM in China to explore whether the User Generated Content, Profile, Mobility information of MSM on social apps correlate with their depression, loneliness, anxiety and stress level. The analysis results indicate that the mental health disorder level of MSM is correlated with the emotion expressed in posts, whether the user has filled in self-description blank, the social relationship among online friends, frequency of visiting popular gays-meeting places. Our findings imply future opportunities in early psychological problems detection and intervention.",

keywords = "MSM, Mental health, Social application",

author = "Xin Gao and Chaohe Zhang and Liantao Ma and Yasha Wang and Jiangtao Wang and Daqing Zhang",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019 ; Conference date: 19-08-2019 Through 23-08-2019",

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doi = "10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00181",

language = "English",

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publisher = "Institute of Electrical and Electronics Engineers Inc.",

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Gao, X, Zhang, C, Ma, L, Wang, Y, Wang, J & Zhang, D 2019, Correlating msm's mental health with usage behaviors on msm-specific social applications. Dans Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019., 9060383, Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019, Institute of Electrical and Electronics Engineers Inc., p. 891-898, 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019, Leicester, Royaume-Uni, 19/08/19. https://doi.org/10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00181

Correlating msm's mental health with usage behaviors on msm-specific social applications. / Gao, Xin; Zhang, Chaohe; Ma, Liantao et al.
Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. Institute of Electrical and Electronics Engineers Inc., 2019. p. 891-898 9060383 (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019).

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collection › Contribution à une conférence › Revue par des pairs

TY - GEN

T1 - Correlating msm's mental health with usage behaviors on msm-specific social applications

AU - Gao, Xin

AU - Zhang, Chaohe

AU - Ma, Liantao

AU - Wang, Yasha

AU - Wang, Jiangtao

AU - Zhang, Daqing

PY - 2019/8/1

Y1 - 2019/8/1

N2 - Homophobia and discrimination towards men who have sex with men (MSM) make the mental health of this community a severe concern. The prevalence of mobile social apps for MSM provides a new channel to study their mental health issues. However, the correlation between the psychological states of MSM and their behaviors on social apps are still uninvestigated. In this paper, we conduct a case study of 103 MSM in China to explore whether the User Generated Content, Profile, Mobility information of MSM on social apps correlate with their depression, loneliness, anxiety and stress level. The analysis results indicate that the mental health disorder level of MSM is correlated with the emotion expressed in posts, whether the user has filled in self-description blank, the social relationship among online friends, frequency of visiting popular gays-meeting places. Our findings imply future opportunities in early psychological problems detection and intervention.

AB - Homophobia and discrimination towards men who have sex with men (MSM) make the mental health of this community a severe concern. The prevalence of mobile social apps for MSM provides a new channel to study their mental health issues. However, the correlation between the psychological states of MSM and their behaviors on social apps are still uninvestigated. In this paper, we conduct a case study of 103 MSM in China to explore whether the User Generated Content, Profile, Mobility information of MSM on social apps correlate with their depression, loneliness, anxiety and stress level. The analysis results indicate that the mental health disorder level of MSM is correlated with the emotion expressed in posts, whether the user has filled in self-description blank, the social relationship among online friends, frequency of visiting popular gays-meeting places. Our findings imply future opportunities in early psychological problems detection and intervention.

KW - MSM

KW - Mental health

KW - Social application

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U2 - 10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00181

DO - 10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00181

M3 - Conference contribution

AN - SCOPUS:85083552088

T3 - Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019

SP - 891

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BT - Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019

Y2 - 19 August 2019 through 23 August 2019

ER -

Gao X, Zhang C, Ma L, Wang Y, Wang J, Zhang D. Correlating msm's mental health with usage behaviors on msm-specific social applications. Dans Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. Institute of Electrical and Electronics Engineers Inc. 2019. p. 891-898. 9060383. (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019). doi: 10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00181

Correlating msm's mental health with usage behaviors on msm-specific social applications

Résumé

Série de publications

Une conférence

SDG des Nations Unies

Accès au document

Autres fichiers et liens

Empreinte digitale

Contient cette citation