Prosociality in Cyberspace: Developing Emotion and Behavioral Regulation to Decrease Aggressive Communication
Different forms of verbal aggression are often present in cyberbullying, which may impair executive function skills that enable the regulation of emotions and behavior. Emotion and behavioral regulation has been associated with better social adjustment and more positive interactions between peers. T...
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| Veröffentlicht in: | Cognitive computation 2021-05, Vol.13 (3), p.736-750 |
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| creator | Veiga Simão, Ana Margarida Costa Ferreira, Paula Pereira, Nádia Oliveira, Sofia Paulino, Paula Rosa, Hugo Ribeiro, Ricardo Coheur, Luísa Carvalho, João Paulo Trancoso, Isabel |
| description | Different forms of verbal aggression are often present in cyberbullying, which may impair executive function skills that enable the regulation of emotions and behavior. Emotion and behavioral regulation has been associated with better social adjustment and more positive interactions between peers. This study aimed to understand if fostering emotion and behavioral regulation strategies could decrease aggressive communication. A quasi-experimental longitudinal design, based on a Twitter client mobile application, with pre-posttest measures was used. For the application, we explored different machine learning approaches, including computational intelligence methods. Multilevel linear modeling and frequency analyses were performed. A convenience sample of 218 adolescents (
M
age
= 14.67,
SD
= 0.84, 53% female) participated in the study. Results suggest that a Twitter client mobile application intervention based on emotion and behavioral regulation strategies may help decrease adolescents’ aggressive communication. Moreover, female and male participants who used the digital application tended to present distinct trajectories over time with regard to searching for information concerning prosocial behavior. These findings suggest that digital tools resorting to emotion and behavioral regulation strategies may be effective in reducing an aggressive communication style amongst adolescents, and consequently, promote resource seeking to engage in prosociality. These results can be significant for the design of intervention programs against cyberbullying. |
| doi_str_mv | 10.1007/s12559-021-09852-7 |
| format | Article |
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M
age
= 14.67,
SD
= 0.84, 53% female) participated in the study. Results suggest that a Twitter client mobile application intervention based on emotion and behavioral regulation strategies may help decrease adolescents’ aggressive communication. Moreover, female and male participants who used the digital application tended to present distinct trajectories over time with regard to searching for information concerning prosocial behavior. These findings suggest that digital tools resorting to emotion and behavioral regulation strategies may be effective in reducing an aggressive communication style amongst adolescents, and consequently, promote resource seeking to engage in prosociality. These results can be significant for the design of intervention programs against cyberbullying.</description><identifier>ISSN: 1866-9956</identifier><identifier>EISSN: 1866-9964</identifier><identifier>DOI: 10.1007/s12559-021-09852-7</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Aggressiveness ; Applications programs ; Artificial Intelligence ; Assertiveness ; Behavior ; Bullying ; Child development ; Communication ; Computation by Abstract Devices ; Computational Biology/Bioinformatics ; Computer Science ; Cyberbullying ; Emotional regulation ; Emotions ; Executive function ; Females ; Machine learning ; Mental health ; Mobile computing ; Peers ; Physiology ; Social networks ; Teenagers ; Violence</subject><ispartof>Cognitive computation, 2021-05, Vol.13 (3), p.736-750</ispartof><rights>The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021</rights><rights>The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c389t-c5c2f87b87d87b6ce502861b1d64ec7bbd0d8cd0d26c589d510aaaab92fd29f63</citedby><cites>FETCH-LOGICAL-c389t-c5c2f87b87d87b6ce502861b1d64ec7bbd0d8cd0d26c589d510aaaab92fd29f63</cites><orcidid>0000-0003-0005-8299 ; 0000-0001-8679-4566 ; 0000-0003-3652-5573 ; 0000-0002-2058-693X ; 0000-0002-2456-5028 ; 0000-0003-3941-1387 ; 0000-0001-8249-5366 ; 0000-0001-5874-6313 ; 0000-0002-1695-6352</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s12559-021-09852-7$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2919990837?pq-origsite=primo$$EHTML$$P50$$Gproquest$$H</linktohtml><link.rule.ids>314,780,784,21388,27924,27925,33744,41488,42557,43805,51319,64385,64389,72469</link.rule.ids></links><search><creatorcontrib>Veiga Simão, Ana Margarida</creatorcontrib><creatorcontrib>Costa Ferreira, Paula</creatorcontrib><creatorcontrib>Pereira, Nádia</creatorcontrib><creatorcontrib>Oliveira, Sofia</creatorcontrib><creatorcontrib>Paulino, Paula</creatorcontrib><creatorcontrib>Rosa, Hugo</creatorcontrib><creatorcontrib>Ribeiro, Ricardo</creatorcontrib><creatorcontrib>Coheur, Luísa</creatorcontrib><creatorcontrib>Carvalho, João Paulo</creatorcontrib><creatorcontrib>Trancoso, Isabel</creatorcontrib><title>Prosociality in Cyberspace: Developing Emotion and Behavioral Regulation to Decrease Aggressive Communication</title><title>Cognitive computation</title><addtitle>Cogn Comput</addtitle><description>Different forms of verbal aggression are often present in cyberbullying, which may impair executive function skills that enable the regulation of emotions and behavior. Emotion and behavioral regulation has been associated with better social adjustment and more positive interactions between peers. This study aimed to understand if fostering emotion and behavioral regulation strategies could decrease aggressive communication. A quasi-experimental longitudinal design, based on a Twitter client mobile application, with pre-posttest measures was used. For the application, we explored different machine learning approaches, including computational intelligence methods. Multilevel linear modeling and frequency analyses were performed. A convenience sample of 218 adolescents (
M
age
= 14.67,
SD
= 0.84, 53% female) participated in the study. Results suggest that a Twitter client mobile application intervention based on emotion and behavioral regulation strategies may help decrease adolescents’ aggressive communication. Moreover, female and male participants who used the digital application tended to present distinct trajectories over time with regard to searching for information concerning prosocial behavior. These findings suggest that digital tools resorting to emotion and behavioral regulation strategies may be effective in reducing an aggressive communication style amongst adolescents, and consequently, promote resource seeking to engage in prosociality. 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Emotion and behavioral regulation has been associated with better social adjustment and more positive interactions between peers. This study aimed to understand if fostering emotion and behavioral regulation strategies could decrease aggressive communication. A quasi-experimental longitudinal design, based on a Twitter client mobile application, with pre-posttest measures was used. For the application, we explored different machine learning approaches, including computational intelligence methods. Multilevel linear modeling and frequency analyses were performed. A convenience sample of 218 adolescents (
M
age
= 14.67,
SD
= 0.84, 53% female) participated in the study. Results suggest that a Twitter client mobile application intervention based on emotion and behavioral regulation strategies may help decrease adolescents’ aggressive communication. Moreover, female and male participants who used the digital application tended to present distinct trajectories over time with regard to searching for information concerning prosocial behavior. These findings suggest that digital tools resorting to emotion and behavioral regulation strategies may be effective in reducing an aggressive communication style amongst adolescents, and consequently, promote resource seeking to engage in prosociality. These results can be significant for the design of intervention programs against cyberbullying.</abstract><cop>New York</cop><pub>Springer US</pub><doi>10.1007/s12559-021-09852-7</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0003-0005-8299</orcidid><orcidid>https://orcid.org/0000-0001-8679-4566</orcidid><orcidid>https://orcid.org/0000-0003-3652-5573</orcidid><orcidid>https://orcid.org/0000-0002-2058-693X</orcidid><orcidid>https://orcid.org/0000-0002-2456-5028</orcidid><orcidid>https://orcid.org/0000-0003-3941-1387</orcidid><orcidid>https://orcid.org/0000-0001-8249-5366</orcidid><orcidid>https://orcid.org/0000-0001-5874-6313</orcidid><orcidid>https://orcid.org/0000-0002-1695-6352</orcidid><oa>free_for_read</oa></addata></record> |
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| source | SpringerNature Journals; ProQuest Central UK/Ireland; ProQuest Central |
| subjects | Aggressiveness Applications programs Artificial Intelligence Assertiveness Behavior Bullying Child development Communication Computation by Abstract Devices Computational Biology/Bioinformatics Computer Science Cyberbullying Emotional regulation Emotions Executive function Females Machine learning Mental health Mobile computing Peers Physiology Social networks Teenagers Violence |
| title | Prosociality in Cyberspace: Developing Emotion and Behavioral Regulation to Decrease Aggressive Communication |
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