Bullying and social media in youth: a longitudinal study of their impact on adolescent mental health, well-being, and academic performance
Background. Being bullied or bullying others is known to be associated with poor academic performance and mental disorders in youth and to have deleterious consequences later in life. Cyberbullying is facilitated by the use of social networking sites (SNS). Ambulatory monitoring techniques such as Ecological Momentary Assessment (EMA) are in a unique position to provide a better understanding of the immediate and bi-directional effects between SNS, bullying behavior and psychopathology. Objectives. To combine epidemiology and ambulatory monitoring techniques in order to examine the interactions between (cyber) bullying, social media and mental health problems over time. Methods. We seek to follow 4,000 seven graders (French 5ème, average age: 12 years old) over a period of three years. The sampling strategy is designed to identify a sample of students who are representative of middle school students attending public schools in the Gironde region. School level data, parent reported data and adolescent reported data will be collected once a year. School-level data include school characteristics, school policy against (cyber)bullying, school record of bullying-related events, school policy in terms of cell phone and Internet use. Parent-reported data include sociodemographic characteristics, parental psychological distress, child’s history of chronic illness or traumatic events, access to Internet and social media, parent-reported child mental health, parent-awareness of bullying. Adolescent-level data includes child self-reported access to Internet and social media, child self-reported mental health, involvement in traditional and cyberbullying, and school-reported academic achievement. All of the participants who completed the baseline assessments will be invited to complete the follow-up assessments a year later, regardless of whether the child continued to 8th grade (4eme) or was held back in 7th grade (5eme). Each year, a subgroup (n=200) at varying risk for involvement in bullying will complete an EMA for two consecutive weeks with 3 assessments per day. At each assessment, the adolescent (n= 600, total) will be asked to report on positive and negative affect, energy, irritability, well-being, (cyber) bullying events, subsequent actions including whether they talked to someone about the event, retaliated or isolated from bullies. In addition, respondents will be asked about their use of SNS in the previous 4 hours. EMA data will be collected using smartphones that only serve to collect data, and do not allow the adolescent to either call, text, or use the Internet. Potential impact. At the international level, the majority of studies in this field have been cross-sectional in nature. The current study is the first to combine a longitudinal epidemiology design and novel ambulatory monitoring techniques to provide insights for the prevention of the development of mental disorders in adolescents exposed to or perpetrators of bullying. The study will also allow us to examine the impact of school level variables such as anti-bullying policy, prevention and enforcement on child well-being.
Background. Being bullied or bullying others is known to be associated with poor academic performance and mental disorders in youth and to have deleterious consequences later in life. Cyberbullying is facilitated by the use of social networking sites (SNS). Ambulatory monitoring techniques such as Ecological Momentary Assessment (EMA) are in a unique position to provide a better understanding of the immediate and bi-directional effects between SNS, bullying behavior and psychopathology. Objectives. To combine epidemiology and ambulatory monitoring techniques in order to examine the interactions between (cyber) bullying, social media and mental health problems over time. Methods. We seek to follow 4,000 seven graders (French 5ème, average age: 12 years old) over a period of three years. The sampling strategy is designed to identify a sample of students who are representative of middle school students attending public schools in the Gironde region. School level data, parent reported data and adolescent reported data will be collected once a year. School-level data include school characteristics, school policy against (cyber)bullying, school record of bullying-related events, school policy in terms of cell phone and Internet use. Parent-reported data include sociodemographic characteristics, parental psychological distress, child’s history of chronic illness or traumatic events, access to Internet and social media, parent-reported child mental health, parent-awareness of bullying. Adolescent-level data includes child self-reported access to Internet and social media, child self-reported mental health, involvement in traditional and cyberbullying, and school-reported academic achievement. All of the participants who completed the baseline assessments will be invited to complete the follow-up assessments a year later, regardless of whether the child continued to 8th grade (4eme) or was held back in 7th grade (5eme). Each year, a subgroup (n=200) at varying risk for involvement in bullying will complete an EMA for two consecutive weeks with 3 assessments per day. At each assessment, the adolescent (n= 600, total) will be asked to report on positive and negative affect, energy, irritability, well-being, (cyber) bullying events, subsequent actions including whether they talked to someone about the event, retaliated or isolated from bullies. In addition, respondents will be asked about their use of SNS in the previous 4 hours. EMA data will be collected using smartphones that only serve to collect data, and do not allow the adolescent to either call, text, or use the Internet. Potential impact. At the international level, the majority of studies in this field have been cross-sectional in nature. The current study is the first to combine a longitudinal epidemiology design and novel ambulatory monitoring techniques to provide insights for the prevention of the development of mental disorders in adolescents exposed to or perpetrators of bullying. The study will also allow us to examine the impact of school level variables such as anti-bullying policy, prevention and enforcement on child well-being.

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| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Description | Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. |
| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Description | Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. |
| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Name | greekSession |
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| Description | Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. |
| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Name | greekSession |
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| Description | Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. |
| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Name | greekSession |
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| Description | Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. |
| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Name | greekSession |
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| Description | Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. |
| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Name | greekSession |
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| Description | Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. |
| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Name | greekSession |
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| Description | Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. |
| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Name | greekSession |
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| Description | Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. |
| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Name | greekSession |
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| Description | Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. |
| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
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| Name | greekSession |
|---|---|
| Description | Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. |
| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
| Expiration | Session |
| Name | greekSession |
|---|---|
| Description | Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. |
| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
| Expiration | Session |
| Name | greekSession |
|---|---|
| Description | Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. |
| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
| Expiration | Session |
| Name | greekSession |
|---|---|
| Description | Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. |
| Provider | Academic Bibliometrics & Assessment Computational Utility Service |
| Expiration | Session |
| Name | openAIRESession |
|---|---|
| Description | Stores the user session ID for OpenAIRE Services. |
| Provider | OpenAIRE |
| Expiration | Session |
| Name | AccessToken |
|---|---|
| Description | Stores a JSON Web Token (JWT) used to authenticate the user's access to protected services. |
| Provider | OpenAIRE |
| Expiration | 1 hour |
| Name | jsCheck |
|---|---|
| Description | Checks whether the client has javascript enabled. |
| Provider | System |
| Expiration | Session |
| Name | verifiedUser |
|---|---|
| Description | Indicates that the user has been verified as human. |
| Provider | System |
| Expiration | 1 day |
| Name | reload- |
|---|---|
| Description | Stores a list of URLs for redirection to ensure smooth navigation. |
| Provider | System |
| Expiration | Session |
| Name | ^_pk_id |
|---|---|
| Description | Used to store a few details about the user such as the unique visitor ID. |
| Provider | Matomo |
| Expiration | 13 months |
| Name | ^_pk_ses |
|---|---|
| Description | Short lived cookies used to temporarily store data for the visit. |
| Provider | Matomo |
| Expiration | 30 minutes |