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Lee E, Kim H, Esener Y, McCall T. Internet-Based Social Connections of Black American College Students in Pre-COVID-19 and Peri-COVID-19 Pandemic Periods: Network Analysis. J Med Internet Res 2024; 26:e55531. [PMID: 39467280 PMCID: PMC11555443 DOI: 10.2196/55531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 06/06/2024] [Accepted: 08/12/2024] [Indexed: 10/30/2024] Open
Abstract
BACKGROUND A global-scale pandemic, such as the COVID-19 pandemic, greatly impacted communities of color. Moreover, physical distancing recommendations during the height of the COVID-19 pandemic negatively affected people's sense of social connection, especially among young individuals. More research is needed on the use of social media and communication about depression, with a specific focus on young Black Americans. OBJECTIVE This paper aims to examine whether there are any differences in social-networking characteristics before and during the pandemic periods (ie, pre-COVID-19 pandemic vs peri-COVID-19 pandemic) among the students of historically black colleges and universities (HBCUs). For the study, the researchers focus on the students who have posted a depression-related tweet or have retweeted such posts on their timeline and also those who have not made such tweets. This is done to understand the collective patterns of both groups. METHODS This paper analyzed the social networks on Twitter (currently known as X; X Corp) of HBCU students through comparing pre-COVID-19 and peri-COVID-19 pandemic data. The researchers quantified the structural properties, such as reciprocity, homophily, and communities, to test the differences in internet-based socializing patterns between the depression-related and non-depression related groups for the 2 periods. RESULTS During the COVID-19 pandemic period, the group with depression-related tweets saw an increase in internet-based friendships, with the average number of friends rising from 1194 (SD 528.14) to 1371 (SD 824.61; P<.001). Their mutual relationships strengthened (reciprocity: 0.78-0.8; P=.01), and they showed higher assortativity with other depression-related group members (0.6-0.7; P<.001). In a network with only HBCU students, internet-based and physical affiliation memberships aligned closely during the peri-COVID-19 pandemic period, with membership entropy decreasing from 1.0 to 0.5. While users without depression-related tweets engaged more on the internet with other users who shared physical affiliations, those who posted depression-related tweets maintained consistent entropy levels (modularity: 0.75-0.76). Compared with randomized networks before and during the COVID-19 pandemic (P<.001), the users also exhibited high homophily with other members who posted depression-related tweets. CONCLUSIONS The findings of this study provided insight into the social media activities of HBCU students' social networks and communication about depression on social media. Future social media interventions focused on the mental health of Black college students may focus on providing resources to students who communicate about depression. Efforts aimed at providing relevant resources and information to internet-based communities that share institutional affiliation may enhance access to social support, particularly for those who may not proactively seek assistance. This approach may contribute to increased social support for individuals within these communities, especially those with a limited social capacity.
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Affiliation(s)
- Eun Lee
- Department of Scientific Computing, Pukyong National University, Busan, Republic of Korea
| | - Heejun Kim
- Department of Information Science, University of North Texas, Denton, TX, United States
| | - Yildiz Esener
- Department of Information Science, University of North Texas, Denton, TX, United States
| | - Terika McCall
- Section of Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, CT, United States
- Division of Health Informatics, Department of Biostatistics, Yale School of Public Health, New Haven, CT, United States
- Center for Interdisciplinary Research on AIDS, Yale School of Public Health, New Haven, CT, United States
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Shashina EA, Sannikova EA, Shcherbakov DV, Zhernov YV, Makarova VV, Isiutina-Fedotkova TS, Zabroda NN, Belova EV, Ermakova NA, Khodykina TM, Skopin AY, Sukhov VA, Klimova AA, Turnic TN, Yakushina II, Manerova OA, Reshetnikov VA, Mitrokhin OV. Analysis of the Face Mask Use by Public Transport Passengers and Workers during the COVID-19 Pandemic. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14285. [PMID: 36361160 PMCID: PMC9657969 DOI: 10.3390/ijerph192114285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 10/19/2022] [Accepted: 10/24/2022] [Indexed: 06/16/2023]
Abstract
(1) Background: The use of face masks and gloves in public places directly shows the commitment of the population to the established regulations. Public transport is one of the most-at-risk places of contamination. The aim of the study was to analyze the face mask use by public transport passengers and workers during the COVID-19 pandemic. (2) Methods: Public transport passengers and workers were surveyed. Periodic intermittent selective observation was used to gauge the level of adherence to the established regulations among public transport passengers. Factor analysis was used to identify factors determining the face-mask-wearing comfort. (3) Results: The majority of passengers (87.5%) and all transport workers (100%) used face masks and gloves. Most of the users wore only face masks. Only 41.6% of passengers and 74.7% of transport workers wore face masks correctly. Motivational attitudes at the implementation of preventive measures were determined: established regulations in the public place (55.8%) and the protection of one's own health and the health of family members (44.2%). Only 22.5% of those wearing face masks believed that doing so will have any effect on the spread of an infectious disease, and 10.8% wore masks to maintain the health of people around themselves. A low level of social responsibility was demonstrated. For 53.4% of workers, face mask wearing was uncomfortable. The majority of workers had adverse reactions to mask wearing: feeling short of breath (52.8%), hyperemia of face skin (33.8%), and facial hyperhidrosis (67.4%). (4) Conclusions: The comfort of wearing a mask is determined by adverse reactions occurrence, the properties of the mask, working conditions, and the duration of wearing the face mask. It is necessary to develop recommendations to reduce wearing discomfort. These recommendations, along with methods of raising the social responsibility of the population, can contribute to a greater commitment of the population to non-specific prevention measures.
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Affiliation(s)
- Ekaterina A. Shashina
- Department of General Hygiene, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
| | - Ekaterina A. Sannikova
- National Medical Research Center for Urology, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
| | - Denis V. Shcherbakov
- Department of General Hygiene, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
| | - Yury V. Zhernov
- Department of General Hygiene, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
- Department of Chemistry, Lomonosov Moscow State University, 119991 Moscow, Russia
| | - Valentina V. Makarova
- Department of General Hygiene, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
| | - Tatiana S. Isiutina-Fedotkova
- Department of General Hygiene, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
| | - Nadezhda N. Zabroda
- Department of General Hygiene, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
| | - Elena V. Belova
- Department of General Hygiene, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
| | - Nina A. Ermakova
- Department of General Hygiene, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
| | - Tatiana M. Khodykina
- Department of General Hygiene, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
| | - Anton Yu. Skopin
- Department of General Hygiene, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
- F.F. Erisman Federal Scientific Center of Hygiene of Federal Service for Surveillance on Consumer Rights Protection and Human Wellbeing, 141014 Moscow, Russia
| | - Vitaly A. Sukhov
- Department of General Hygiene, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
| | - Anna A. Klimova
- Department of General Hygiene, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
| | - Tamara Nikolic Turnic
- Department of Pharmacy, Faculty of Medical Sciences, University of Kragujevac, 34000 Kragujevac, Serbia
- N.A. Semashko Department of Public Health and Healthcare, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
| | - Irina I. Yakushina
- N.A. Semashko Department of Public Health and Healthcare, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
| | - Olga A. Manerova
- N.A. Semashko Department of Public Health and Healthcare, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
| | - Vladimir A. Reshetnikov
- N.A. Semashko Department of Public Health and Healthcare, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
| | - Oleg V. Mitrokhin
- Department of General Hygiene, Sechenov First Moscow State Medical University (Sechenov University), 119991 Moscow, Russia
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