• Research article
  • Open access
  • Published: 14 December 2021

Bullying at school and mental health problems among adolescents: a repeated cross-sectional study

  • Håkan Källmén 1 &
  • Mats Hallgren   ORCID: orcid.org/0000-0002-0599-2403 2  

Child and Adolescent Psychiatry and Mental Health volume  15 , Article number:  74 ( 2021 ) Cite this article

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To examine recent trends in bullying and mental health problems among adolescents and the association between them.

A questionnaire measuring mental health problems, bullying at school, socio-economic status, and the school environment was distributed to all secondary school students aged 15 (school-year 9) and 18 (school-year 11) in Stockholm during 2014, 2018, and 2020 (n = 32,722). Associations between bullying and mental health problems were assessed using logistic regression analyses adjusting for relevant demographic, socio-economic, and school-related factors.

The prevalence of bullying remained stable and was highest among girls in year 9; range = 4.9% to 16.9%. Mental health problems increased; range = + 1.2% (year 9 boys) to + 4.6% (year 11 girls) and were consistently higher among girls (17.2% in year 11, 2020). In adjusted models, having been bullied was detrimentally associated with mental health (OR = 2.57 [2.24–2.96]). Reports of mental health problems were four times higher among boys who had been bullied compared to those not bullied. The corresponding figure for girls was 2.4 times higher.

Conclusions

Exposure to bullying at school was associated with higher odds of mental health problems. Boys appear to be more vulnerable to the deleterious effects of bullying than girls.

Introduction

Bullying involves repeated hurtful actions between peers where an imbalance of power exists [ 1 ]. Arseneault et al. [ 2 ] conducted a review of the mental health consequences of bullying for children and adolescents and found that bullying is associated with severe symptoms of mental health problems, including self-harm and suicidality. Bullying was shown to have detrimental effects that persist into late adolescence and contribute independently to mental health problems. Updated reviews have presented evidence indicating that bullying is causative of mental illness in many adolescents [ 3 , 4 ].

There are indications that mental health problems are increasing among adolescents in some Nordic countries. Hagquist et al. [ 5 ] examined trends in mental health among Scandinavian adolescents (n = 116, 531) aged 11–15 years between 1993 and 2014. Mental health problems were operationalized as difficulty concentrating, sleep disorders, headache, stomach pain, feeling tense, sad and/or dizzy. The study revealed increasing rates of adolescent mental health problems in all four counties (Finland, Sweden, Norway, and Denmark), with Sweden experiencing the sharpest increase among older adolescents, particularly girls. Worsening adolescent mental health has also been reported in the United Kingdom. A study of 28,100 school-aged adolescents in England found that two out of five young people scored above thresholds for emotional problems, conduct problems or hyperactivity [ 6 ]. Female gender, deprivation, high needs status (educational/social), ethnic background, and older age were all associated with higher odds of experiencing mental health difficulties.

Bullying is shown to increase the risk of poor mental health and may partly explain these detrimental changes. Le et al. [ 7 ] reported an inverse association between bullying and mental health among 11–16-year-olds in Vietnam. They also found that poor mental health can make some children and adolescents more vulnerable to bullying at school. Bayer et al. [ 8 ] examined links between bullying at school and mental health among 8–9-year-old children in Australia. Those who experienced bullying more than once a week had poorer mental health than children who experienced bullying less frequently. Friendships moderated this association, such that children with more friends experienced fewer mental health problems (protective effect). Hysing et al. [ 9 ] investigated the association between experiences of bullying (as a victim or perpetrator) and mental health, sleep disorders, and school performance among 16–19 year olds from Norway (n = 10,200). Participants were categorized as victims, bullies, or bully-victims (that is, victims who also bullied others). All three categories were associated with worse mental health, school performance, and sleeping difficulties. Those who had been bullied also reported more emotional problems, while those who bullied others reported more conduct disorders [ 9 ].

As most adolescents spend a considerable amount of time at school, the school environment has been a major focus of mental health research [ 10 , 11 ]. In a recent review, Saminathen et al. [ 12 ] concluded that school is a potential protective factor against mental health problems, as it provides a socially supportive context and prepares students for higher education and employment. However, it may also be the primary setting for protracted bullying and stress [ 13 ]. Another factor associated with adolescent mental health is parental socio-economic status (SES) [ 14 ]. A systematic review indicated that lower parental SES is associated with poorer adolescent mental health [ 15 ]. However, no previous studies have examined whether SES modifies or attenuates the association between bullying and mental health. Similarly, it remains unclear whether school related factors, such as school grades and the school environment, influence the relationship between bullying and mental health. This information could help to identify those adolescents most at risk of harm from bullying.

To address these issues, we investigated the prevalence of bullying at school and mental health problems among Swedish adolescents aged 15–18 years between 2014 and 2020 using a population-based school survey. We also examined associations between bullying at school and mental health problems adjusting for relevant demographic, socioeconomic, and school-related factors. We hypothesized that: (1) bullying and adolescent mental health problems have increased over time; (2) There is an association between bullying victimization and mental health, so that mental health problems are more prevalent among those who have been victims of bullying; and (3) that school-related factors would attenuate the association between bullying and mental health.

Participants

The Stockholm school survey is completed every other year by students in lower secondary school (year 9—compulsory) and upper secondary school (year 11). The survey is mandatory for public schools, but voluntary for private schools. The purpose of the survey is to help inform decision making by local authorities that will ultimately improve students’ wellbeing. The questions relate to life circumstances, including SES, schoolwork, bullying, drug use, health, and crime. Non-completers are those who were absent from school when the survey was completed (< 5%). Response rates vary from year to year but are typically around 75%. For the current study data were available for 2014, 2018 and 2020. In 2014; 5235 boys and 5761 girls responded, in 2018; 5017 boys and 5211 girls responded, and in 2020; 5633 boys and 5865 girls responded (total n = 32,722). Data for the exposure variable, bullied at school, were missing for 4159 students, leaving 28,563 participants in the crude model. The fully adjusted model (described below) included 15,985 participants. The mean age in grade 9 was 15.3 years (SD = 0.51) and in grade 11, 17.3 years (SD = 0.61). As the data are completely anonymous, the study was exempt from ethical approval according to an earlier decision from the Ethical Review Board in Stockholm (2010-241 31-5). Details of the survey are available via a website [ 16 ], and are described in a previous paper [ 17 ].

Students completed the questionnaire during a school lesson, placed it in a sealed envelope and handed it to their teacher. Student were permitted the entire lesson (about 40 min) to complete the questionnaire and were informed that participation was voluntary (and that they were free to cancel their participation at any time without consequences). Students were also informed that the Origo Group was responsible for collection of the data on behalf of the City of Stockholm.

Study outcome

Mental health problems were assessed by using a modified version of the Psychosomatic Problem Scale [ 18 ] shown to be appropriate for children and adolescents and invariant across gender and years. The scale was later modified [ 19 ]. In the modified version, items about difficulty concentrating and feeling giddy were deleted and an item about ‘life being great to live’ was added. Seven different symptoms or problems, such as headaches, depression, feeling fear, stomach problems, difficulty sleeping, believing it’s great to live (coded negatively as seldom or rarely) and poor appetite were used. Students who responded (on a 5-point scale) that any of these problems typically occurs ‘at least once a week’ were considered as having indicators of a mental health problem. Cronbach alpha was 0.69 across the whole sample. Adding these problem areas, a total index was created from 0 to 7 mental health symptoms. Those who scored between 0 and 4 points on the total symptoms index were considered to have a low indication of mental health problems (coded as 0); those who scored between 5 and 7 symptoms were considered as likely having mental health problems (coded as 1).

Primary exposure

Experiences of bullying were measured by the following two questions: Have you felt bullied or harassed during the past school year? Have you been involved in bullying or harassing other students during this school year? Alternatives for the first question were: yes or no with several options describing how the bullying had taken place (if yes). Alternatives indicating emotional bullying were feelings of being mocked, ridiculed, socially excluded, or teased. Alternatives indicating physical bullying were being beaten, kicked, forced to do something against their will, robbed, or locked away somewhere. The response alternatives for the second question gave an estimation of how often the respondent had participated in bullying others (from once to several times a week). Combining the answers to these two questions, five different categories of bullying were identified: (1) never been bullied and never bully others; (2) victims of emotional (verbal) bullying who have never bullied others; (3) victims of physical bullying who have never bullied others; (4) victims of bullying who have also bullied others; and (5) perpetrators of bullying, but not victims. As the number of positive cases in the last three categories was low (range = 3–15 cases) bully categories 2–4 were combined into one primary exposure variable: ‘bullied at school’.

Assessment year was operationalized as the year when data was collected: 2014, 2018, and 2020. Age was operationalized as school grade 9 (15–16 years) or 11 (17–18 years). Gender was self-reported (boy or girl). The school situation To assess experiences of the school situation, students responded to 18 statements about well-being in school, participation in important school matters, perceptions of their teachers, and teaching quality. Responses were given on a four-point Likert scale ranging from ‘do not agree at all’ to ‘fully agree’. To reduce the 18-items down to their essential factors, we performed a principal axis factor analysis. Results showed that the 18 statements formed five factors which, according to the Kaiser criterion (eigen values > 1) explained 56% of the covariance in the student’s experience of the school situation. The five factors identified were: (1) Participation in school; (2) Interesting and meaningful work; (3) Feeling well at school; (4) Structured school lessons; and (5) Praise for achievements. For each factor, an index was created that was dichotomised (poor versus good circumstance) using the median-split and dummy coded with ‘good circumstance’ as reference. A description of the items included in each factor is available as Additional file 1 . Socio-economic status (SES) was assessed with three questions about the education level of the student’s mother and father (dichotomized as university degree versus not), and the amount of spending money the student typically received for entertainment each month (> SEK 1000 [approximately $120] versus less). Higher parental education and more spending money were used as reference categories. School grades in Swedish, English, and mathematics were measured separately on a 7-point scale and dichotomized as high (grades A, B, and C) versus low (grades D, E, and F). High school grades were used as the reference category.

Statistical analyses

The prevalence of mental health problems and bullying at school are presented using descriptive statistics, stratified by survey year (2014, 2018, 2020), gender, and school year (9 versus 11). As noted, we reduced the 18-item questionnaire assessing school function down to five essential factors by conducting a principal axis factor analysis (see Additional file 1 ). We then calculated the association between bullying at school (defined above) and mental health problems using multivariable logistic regression. Results are presented as odds ratios (OR) with 95% confidence intervals (Cis). To assess the contribution of SES and school-related factors to this association, three models are presented: Crude, Model 1 adjusted for demographic factors: age, gender, and assessment year; Model 2 adjusted for Model 1 plus SES (parental education and student spending money), and Model 3 adjusted for Model 2 plus school-related factors (school grades and the five factors identified in the principal factor analysis). These covariates were entered into the regression models in three blocks, where the final model represents the fully adjusted analyses. In all models, the category ‘not bullied at school’ was used as the reference. Pseudo R-square was calculated to estimate what proportion of the variance in mental health problems was explained by each model. Unlike the R-square statistic derived from linear regression, the Pseudo R-square statistic derived from logistic regression gives an indicator of the explained variance, as opposed to an exact estimate, and is considered informative in identifying the relative contribution of each model to the outcome [ 20 ]. All analyses were performed using SPSS v. 26.0.

Prevalence of bullying at school and mental health problems

Estimates of the prevalence of bullying at school and mental health problems across the 12 strata of data (3 years × 2 school grades × 2 genders) are shown in Table 1 . The prevalence of bullying at school increased minimally (< 1%) between 2014 and 2020, except among girls in grade 11 (2.5% increase). Mental health problems increased between 2014 and 2020 (range = 1.2% [boys in year 11] to 4.6% [girls in year 11]); were three to four times more prevalent among girls (range = 11.6% to 17.2%) compared to boys (range = 2.6% to 4.9%); and were more prevalent among older adolescents compared to younger adolescents (range = 1% to 3.1% higher). Pooling all data, reports of mental health problems were four times more prevalent among boys who had been victims of bullying compared to those who reported no experiences with bullying. The corresponding figure for girls was two and a half times as prevalent.

Associations between bullying at school and mental health problems

Table 2 shows the association between bullying at school and mental health problems after adjustment for relevant covariates. Demographic factors, including female gender (OR = 3.87; CI 3.48–4.29), older age (OR = 1.38, CI 1.26–1.50), and more recent assessment year (OR = 1.18, CI 1.13–1.25) were associated with higher odds of mental health problems. In Model 2, none of the included SES variables (parental education and student spending money) were associated with mental health problems. In Model 3 (fully adjusted), the following school-related factors were associated with higher odds of mental health problems: lower grades in Swedish (OR = 1.42, CI 1.22–1.67); uninteresting or meaningless schoolwork (OR = 2.44, CI 2.13–2.78); feeling unwell at school (OR = 1.64, CI 1.34–1.85); unstructured school lessons (OR = 1.31, CI = 1.16–1.47); and no praise for achievements (OR = 1.19, CI 1.06–1.34). After adjustment for all covariates, being bullied at school remained associated with higher odds of mental health problems (OR = 2.57; CI 2.24–2.96). Demographic and school-related factors explained 12% and 6% of the variance in mental health problems, respectively (Pseudo R-Square). The inclusion of socioeconomic factors did not alter the variance explained.

Our findings indicate that mental health problems increased among Swedish adolescents between 2014 and 2020, while the prevalence of bullying at school remained stable (< 1% increase), except among girls in year 11, where the prevalence increased by 2.5%. As previously reported [ 5 , 6 ], mental health problems were more common among girls and older adolescents. These findings align with previous studies showing that adolescents who are bullied at school are more likely to experience mental health problems compared to those who are not bullied [ 3 , 4 , 9 ]. This detrimental relationship was observed after adjustment for school-related factors shown to be associated with adolescent mental health [ 10 ].

A novel finding was that boys who had been bullied at school reported a four-times higher prevalence of mental health problems compared to non-bullied boys. The corresponding figure for girls was 2.5 times higher for those who were bullied compared to non-bullied girls, which could indicate that boys are more vulnerable to the deleterious effects of bullying than girls. Alternatively, it may indicate that boys are (on average) bullied more frequently or more intensely than girls, leading to worse mental health. Social support could also play a role; adolescent girls often have stronger social networks than boys and could be more inclined to voice concerns about bullying to significant others, who in turn may offer supports which are protective [ 21 ]. Related studies partly confirm this speculative explanation. An Estonian study involving 2048 children and adolescents aged 10–16 years found that, compared to girls, boys who had been bullied were more likely to report severe distress, measured by poor mental health and feelings of hopelessness [ 22 ].

Other studies suggest that heritable traits, such as the tendency to internalize problems and having low self-esteem are associated with being a bully-victim [ 23 ]. Genetics are understood to explain a large proportion of bullying-related behaviors among adolescents. A study from the Netherlands involving 8215 primary school children found that genetics explained approximately 65% of the risk of being a bully-victim [ 24 ]. This proportion was similar for boys and girls. Higher than average body mass index (BMI) is another recognized risk factor [ 25 ]. A recent Australian trial involving 13 schools and 1087 students (mean age = 13 years) targeted adolescents with high-risk personality traits (hopelessness, anxiety sensitivity, impulsivity, sensation seeking) to reduce bullying at school; both as victims and perpetrators [ 26 ]. There was no significant intervention effect for bullying victimization or perpetration in the total sample. In a secondary analysis, compared to the control schools, intervention school students showed greater reductions in victimization, suicidal ideation, and emotional symptoms. These findings potentially support targeting high-risk personality traits in bullying prevention [ 26 ].

The relative stability of bullying at school between 2014 and 2020 suggests that other factors may better explain the increase in mental health problems seen here. Many factors could be contributing to these changes, including the increasingly competitive labour market, higher demands for education, and the rapid expansion of social media [ 19 , 27 , 28 ]. A recent Swedish study involving 29,199 students aged between 11 and 16 years found that the effects of school stress on psychosomatic symptoms have become stronger over time (1993–2017) and have increased more among girls than among boys [ 10 ]. Research is needed examining possible gender differences in perceived school stress and how these differences moderate associations between bullying and mental health.

Strengths and limitations

Strengths of the current study include the large participant sample from diverse schools; public and private, theoretical and practical orientations. The survey included items measuring diverse aspects of the school environment; factors previously linked to adolescent mental health but rarely included as covariates in studies of bullying and mental health. Some limitations are also acknowledged. These data are cross-sectional which means that the direction of the associations cannot be determined. Moreover, all the variables measured were self-reported. Previous studies indicate that students tend to under-report bullying and mental health problems [ 29 ]; thus, our results may underestimate the prevalence of these behaviors.

In conclusion, consistent with our stated hypotheses, we observed an increase in self-reported mental health problems among Swedish adolescents, and a detrimental association between bullying at school and mental health problems. Although bullying at school does not appear to be the primary explanation for these changes, bullying was detrimentally associated with mental health after adjustment for relevant demographic, socio-economic, and school-related factors, confirming our third hypothesis. The finding that boys are potentially more vulnerable than girls to the deleterious effects of bullying should be replicated in future studies, and the mechanisms investigated. Future studies should examine the longitudinal association between bullying and mental health, including which factors mediate/moderate this relationship. Epigenetic studies are also required to better understand the complex interaction between environmental and biological risk factors for adolescent mental health [ 24 ].

Availability of data and materials

Data requests will be considered on a case-by-case basis; please email the corresponding author.

Code availability

Not applicable.

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Acknowledgements

Authors are grateful to the Department for Social Affairs, Stockholm, for permission to use data from the Stockholm School Survey.

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Håkan Källmén

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HK conceived the study and analyzed the data (with input from MH). HK and MH interpreted the data and jointly wrote the manuscript. All authors read and approved the final manuscript.

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Additional file 1..

Principal factor analysis description.

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Källmén, H., Hallgren, M. Bullying at school and mental health problems among adolescents: a repeated cross-sectional study. Child Adolesc Psychiatry Ment Health 15 , 74 (2021). https://doi.org/10.1186/s13034-021-00425-y

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Tackling Bullying from the Inside Out: Shifting Paradigms in Bullying Research and Interventions

James o’higgins norman.

UNESCO Chair on Tackling Bullying in Schools and Cyberspace, Dublin City University, Dublin, Ireland

Introduction

The decision to have a university Chair dedicated to tackling bullying and cyberbullying was achieved through a partnership between the Government of Ireland, Dublin City University and the United Nations Educational, Scientific and Cultural Organization (UNESCO). Research by UNESCO shows that one-third of children globally experience bullying in schools (UNESCO 2019 ), so one of the reasons the Chair was established was to ensure that all of the important work being done around the globe to tackle bullying and cyberbullying is amalgamated in one place to create a critical mass of researchers so that we can work internationally to address these problems. In the past, bullying was a very local issue, but today it is understood as an issue that crosses boundaries between nations, time and space and that occurs online as well as offline.

UNESCO awards the status of a Chair to select universities around the world when they assess the university to have reached a high enough standard in research and teaching in a specific area that relates to the goals of the UN. In our case at DCU, it is sustainable development goal number four to ‘ensure inclusive and equitable quality education and promote lifelong learning opportunities for all’ ( United Nations Sustainable Development Goal 4 ). DCU’s Annual Impact Review 2018 /2019 outlines how the university is providing quality education for all through a range of research and teaching initiatives including the work at the National Anti-Bullying Research and Resource Centre (DCU Impact Review 2018 ).

The aim of a UNESCO Chair is to promote international inter-university cooperation and networking, to enhance institutional capacities through knowledge sharing and collaborative work, in key priority areas related to UNESCO’s fields of competence, and to serve as think-tanks and bridge-builders between academia, civil society, local communities, research and policy-making to inform policy decisions, establishing new teaching initiatives, generating innovation through research and contributing to the enrichment of existing university programmes while promoting cultural diversity.

The specific work of DCU’s UNESCO Chair will be to lead a major systematic review of the international evidence in relation to the effects of bullying on how migrant children experience equality and wellbeing in schools, to explore the possibility for whole-school anti-bullying interventions and to support local-level delivery through partner institutions in different countries. The aim is also to consolidate materials and resources for delivery in terms of high-quality training courses. These aims will be achieved through a number of funded projects currently being delivered by the UNESCO Chair which is located at the National Anti-Bullying Research and Resource Centre in DCU. Chief among these projects is TRIBES , a project focused on migrant experiences of school bullying across the European continent. The project is funded by COST and involves 120 partners in over 40 countries, all of whom are working together to understand the increased vulnerability experienced by migrants and to prevent and intervene where bullying is concerned.

In this lecture, I will revisit our understanding of childhood and how our assumptions have influenced our approach to undertaking research and initiatives to tackle bullying in schools and cyberspace. I will explore how the dominant discourse in the field of bullying studies has for almost 50 years been based on traditional assumptions about childhood and has also perpetuated a particular type of research that tends to ignore the realities of childhood as experienced by children today. I will set out a newer view of childhood that has already established itself in other fields, and I will explain how we can apply this new sociology of childhood to our work on tackling bullying in schools and cyberspace.

Defining and Contextualising Bullying

While certain individuals are more likely to bully ( psychological dimension ), the structures in which they exist ( sociological dimension ) can also contribute towards an environment ( educational dimension ) where bullying is more acceptable. Furthermore, social media and other online spaces ( technological dimension ) are now extending the nature and scope of bullying beyond the built environment into cyberspace. Bullying has been defined for some time now as:

occurring when an individual is repeatedly exposed to intentional negative actions by another person(s), creating an imbalance in power between the perpetrator and victim. (Olweus 2007 )

This definition comes from the work of Dan Olweus who is generally recognised as a seminal figure in anti-bullying studies. The definition is not perfect and I will contest it somewhat later on, but for now, we can say that there are four things that characterise bullying behaviour and these are:

  • Intentionality
  • Repetitiveness
  • Power imbalance
  • Negative effects

We could spend some time exploring what each of these means, for example, to what extent can a once off event be said to be bullying? Where is the repetition in that? Some would say that as it is just a one-off event, then it is aggression and conflictual but not bullying. On the other hand, it can be argued that the threat of its being repeated in itself means that effect of repetition is present, and so an apparent once off event can be considered to be bullying.

The first case of bullying ever to be named as such involved a young soldier in the British Army who was reported in The Times newspaper in 1862 to have taken his own life because he had been subject to ‘systematic bullying’ and had been the object of constant ‘vexations and attack’. Interestingly the tone of the newspaper article was non-condemnatory with regard to those who had carried out these vexations concluding that bullying was a part of human nature frequently found in a ‘school or a camp, or a barracks, or a ship’s crew’ as cited in Koo ( 2007 ).

Similarly, cyberbullying is defined as:

wilful and repeated harm inflicted through computers, cell phones, and other electronic devices. (Hinduja and Patchin 2015 :11)

The key differences here between bullying and cyberbullying relate to the fact that victims often cannot tell who is bullying them online, and this increases the power imbalance between the bully and the victim, and as such, this anonymity can cause much trauma to the victim. Another key difference is that the potential audience is much larger when the bullying takes place online, and this increases the scope of humiliation for the victim. Finally, the fact that the internet is everywhere in our lives is key, it is virtually impossible in many countries to avoid the internet. As such cyberbullying can be extremely pervasive —in other words, there is no getting away from it. The extensive lockdown as a result of COVID-19 means that young people have more time and opportunity to engage in cyberbullying.

So how big of a problem is bullying for our young people. Research from UNESCO in 2018 that relied on individual country reports found that one-third of children and young people are victimised in school. Clearly, if we consider the mental health effects and diseases that can result from being bullied, then bullying can be understood in some ways as a problem of pandemic proportions. If one-third of children globally were starving or contracted a disease, we would immediately close our airports and send in the army to tackle the problem—but yet we often accept that bullying is a fact of life and there is little that can be done about it. The number of victims, however, is not consistent across all countries. UNESCO’s report looked at the individual countries where data is available to see what the more local situations are like.

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(UNESCO 2019 )

We see that the Middle Eastern countries have a very high prevalence rate of bullying, followed by the US and then Europe and Caribbean countries. It is interesting to drill down into some of those figures and look at Ireland as an example from Europe. In our own meta-analysis of all bullying and cyberbullying studies in Ireland, we found that 26% of primary school children and 12% of post-primary school children had been bullied offline, with 14% of primary and 10% of post-primary being bullied online (Foody et al. 2017 ).

Furthermore, in a more recent study, we found that 57% of 15–18-year-olds were asked to share a sexual image, 24% shared a sexual image and 13% had a sexual image shared without their consent (O’Higgins Norman et al. 2019 ). Reaction to the increased participation in sexting, that is, sending sexual content online, among young people naturally raises concern about young people and their safety online and how best to support them. Colleagues in the USA at the Cyberbullying Research Centre are now beginning to suggest that we should educate young people how to sext safely (Patchin and Hinduja 2020 ). This view is based on data that shows that a large number of students in our schools are sending sexts and so it is argued that it would be be better and more responsible to teach them how to do it safely, and in doing so, minimise the risks to their safety and privacy. This is somewhat controversial. In Ireland many schools take a traditionalist approach to sexual matters where children are concerned and sex education in schools has been found to be poor, focused narrowly on biology and avoiding sensitive topics (Keating et al. 2018 ).

If we return to the Behind the Numbers  ( 2019 ) report from UNESCO, we find that similar to the Middle East, North Africa and sub-Saharan Africa unclear have very high reported prevalence rates of bullying, while South America and Central America report the lowest rates. As a sociologist, I have to ask what are the societal and cultural factors that lead to such high prevalence rates in some countries and lower rates in other countries. If we look to the work of Emile Durkheim on suicide and society, we can see that he was able to link suicide rates in different countries to societal norms (Pickering et al. 2000 ), and there is a similar task to be undertaken for those interested in why prevalence rates vary from one country to another.

If we turn our attention to Asia, we find that the rate of bullying reported there is higher than in Europe but not as high as in the Middle East and African countries. Looking specifically at Japan and relying on data from the Government, we find that the number of cases that were reported in 2018 increased by 28%, with 478 of these cases being investigated and found to be serious. Again this marks an increase from previous years. Of these 55 cases were deemed to be life threatening (Government of Japan 2018 ). In order to understand the situation with school bullying in Japan, I turn to the work of Japanese colleagues who help us to get behind the numbers for Japan (MEXT 2018 ).

In Japan conformity is traditionally valued over individual identity, and this can cause problems for people who do not easily fit in or who identify with a minority outlook. An old Japanese saying, the nail that sticks up gets hammered down , is suggested as one way of explaining, at least partially, how children who seem to be different might be treated in schools in Japan (Naito and Gielen 2005 ) Of course, this is not a problem unique to Japan. There are aspects of this in homogeneous Western societies and certainly in Ireland where until recently we had a very homogeneous society. The Western philosopher René Girard advances the notion of ‘scapegoats’ and how people who are perceived to be different to the norm can be pushed out or excluded from society (Girard 1989 ). Another societal and cultural explanation for why students in schools in Japan may not report bullying to parents or teachers is that culturally it is not acceptable to burden others with one’s own problems. Finally, it is reported that bullying in Japan can be more extreme physically and as such cause school boys and girls to consider suicide as a means of escape from physical pain (Naito and Gielen 2005 ).

Clearly, the cost of bullying to the individual in terms of mental health and life opportunities can be significant, resulting in low self-esteem, depression, social isolation and even suicidal ideation. Furthermore, the cost can be economic too. Recent research in Sweden found that, if it is not tackled, the cost to the State of 1 year of bullying in schools can be up to two billion euro over the following 30 years (Nilsson Lundmark et al. 2016 ).

The current geopolitical context is more challenging than ever before to promote inclusion and address discrimination as a form of bullying in schools and cyberspace. In 2017, bullying rates among middle school students in the USA were 18% higher in localities where voters had favoured Donald Trump than in those that had supported Hillary Clinton (Huang and Cornell 2019 ). Similarly, student reports of peers being teased or put down because of their race or ethnicity were 9% higher in localities favouring the Republican candidate. Research by UNESCO found that appearance and race were the top reasons for bullying in school (2019). Children and young people are rarely bullied because they are perceived to be the same as everyone else. They are often bullied because they stand out in their environment for being different from their peers and the normative life that dominates in a society. In fact, there is now a body of research that shows that racism harms children’s health even from before they are born (Trent et al. 2019 ). This points to the need for schools to promote inclusion and diversity. Research shows that where young people are provided with an opportunity to reflect on difference as a positive aspect of life, levels of bullying and other forms of discrimination decrease (O'Higgins Norman 2008 ).

Bullying Research

Over the last 50 years, there have been many major studies into school bullying. These have been mostly quantitative in nature with little attention paid to the experience or understanding of bullying and cyberbullying by children and young people (Smith and Berkkun 2020 ). If we look at the first studies of note by Dan Olweus in Norway in the 1970s, these resulted in his now famous Olweus Bullying Questionnaire (Olweus 2007 ). These early studies by Olweus were so ground-breaking and significant that most of the international studies that followed just repeated the same type of empirical data collection and analysis. While this was useful, the nature of bullying was not addressed in a deep enough way. Certainly, the recent data from UNESCO shows that school bullying is still a major global problem globally affecting children in schools in most countries (2019).

In order to move our efforts to tackle bullying in school and cyberspace forward we need to return to three basic questions and try to answer them.

What assumptions have we been making about childhood?

How best to undertake research on childhood?

What do we do about it now?

In terms of the assumptions we have been making about children in our research, we can trace these assumptions in the West back to the seventeenth century and the very influential writings of John Locke (1632–1704). Locke argued that all knowledge comes from experience and perception of the world around us. According to him, humans are born as a tabula rasa , a blank slate, and as such, they have no built in content or internal processes, just an open space waiting for the world to fill it in. As such he emphasises nurture over nature and saw children as lacking any ability to make sense of the world around them (Winkler  1996 ). These ideas were taken up by others such as Jean-Jacque Rousseau (1721–1778) who argued that children were born innocent and pure but with the capacity to be formed by experience (Rousseau 1991 ). But even before this, from a theological perspective, John Calvin (1509–1564) understood children to be born with the ‘seed of sin’ in them and therefor needing to be guided and stewarded away from evil towards good (Reeves 2018 ). All of this led to a situation where children were understood to be incomplete and uninteresting. Children should be seen and not heard is an often quoted Victorian phrase, and, in many ways, it sums up the reasons why social scientists have often neglected to enquire from children themselves as to what they know, understand and experience. Returning to Japan, we find that the influence of Shintoism resulted in similar assumptions about childhood. Traditional beliefs about childhood in Japan assumed that a child was a gift from the gods, and as such the child was understood in society to be born pure in nature. In fact, a child was traditionally believed to exist in the realm of the gods until the age of 7 years (Nigosian 1994 ). This view is not unlike Western Christian beliefs where it was also believed that the age of reason was 7 years and that this age marked was the point when a child would know right from wrong (Shapiro and Perry 1976 ). The implications of these traditional beliefs for society and child rearing were significant. It was believed that adults needed to protect children from evil influences so that the children could develop their own innate good nature. In this context, mothers, mainly, were responsible for raising their children to become respectable adults. They were also responsible for raising the first boy to excel as the successor in patriarchal family systems.

Because of these assumptions about childhood both in the West and in the East, researchers have tended to focus on questions regarding the socialisation of children, i.e. to what extent have children acquired the requisite knowledge and skills to become competent members of society. The socialisation perspective defines children as ‘incomplete’ or ‘in process’ rather than as full members of society. We have only had an interest in measuring and observing children from the outside in terms of their future capacity as adults. Until recently, generally speaking, children’s voices have not been recognised as important either in research or in education and wider society. Children, as is said in German, lacked Mündigkeit which means maturity or, more literally, the capacity of speaking for themselves. It is the case that others tend to speak for them, and these tend to be mothers and/or female teachers who will often carry and transfer an unconscious bias developed in their socialisation into normative cultures. In research on school children, teachers (mostly female) assess children’s personalities, abilities and promise. These unconscious biases have been found to influence how teachers relate to and represent the children in their classrooms, particularly in terms of gender and social class (Renehan 2006 ; Skelton et al. 2009 ; Schmude and Jackisch 2019 ), reinforcing normative lifestyles with little attention to the voice of children.

I mentioned earlier the seminal works conducted by Dan Olweus and how his early work has influenced so much of the research on bullying that has followed over the past 40 years. It could be said that a singular model of research has been applied to most subsequent studies on bullying. Use of Olweus’ definition and related self-report questionnaire on bullying has been extensive in international research. This approach, however, has been critiqued on the basis that it does not account for nuances in different cultural meanings and terminology associated with the concept of bullying. For example, Smith et al. ( 2002 ) point to the fact that in Japan, the term ‘ ijime ’ is used as a bullying equivalent, but the term implies less of a focus on physical violence and greater emphasis on social manipulation. So given just these different cultural meanings and terminology, it is difficult to apply a single research instrument in every context with every child as if they were all the same. Furthermore, the criticism by Lee ( 2004 ) of the approach recommended by Olweus ( 1993 ) argues that such an approach could possibly be regarded as value-laden and reflects the power of the researcher to define bullying, and this leads to the exclusion of related behaviours. Olweus’ Bullying Questionnaire and other frequently used research instruments such as the Moods and Feelings Questionnaire often carry gendered assumptions about what is considered good behaviour for males and females. This can set up boys and girls to be considered only in terms of narrow binary conceptions of gender, ignoring sexuality and other individual and social traits. Essentially in this type of research, children are subjects rather than collaborators in that research is done on them rather than with them. This has implications for those who are being asked to create policies and procedures that include definitions of bullying. Maybe some of our policies and programmes in the West have not been as successful as they could have been because they are based on data from studies where the local culture and experience of the child were not considered as much as it should have been. This was a lesson learned in Japan where initial efforts to tackle bullying were purely adaptations of programmes from the West. In recent years, however, greater attention has been given to the specific experience and culture of school children in Japan resulting in some new successful child-centred initiatives (Toda 2019 ). The core challenge here for policymakers and schools is how to develop a workable definition that sufficiently covers various types of aggressive behaviour and shapes effective school-based programmes to tackle bullying and cyberbullying.

Recent Influence of the New Sociology of Childhood

A new sociology of childhood approach rejects a transmission model of development and education (Durkheim 1975 ) where children are understood to merely internalise the values and normative behaviours of society. More recent research and theories show that children are not just passive recipients but active agents in their socialisation process. It is now argued that children are both constructed by structure and also active agents, acting in and upon structure. They do not simply internalise the world, but strive to make sense of the world and to participate in it. By active participation in social interactions, children and teenagers incorporate and co-construct many social constructions of various aspects of their social life. It is argued then that we need to investigate how they make sense of social situations in order better to understand their actions and interaction patterns.

According to the new sociology of childhood, children are social actors in their world. We talk about the idea of interpretive reproduction as the means by which children make sense of their world and their experiences. The term interpretive captures innovative and creative aspect of children’s participation in society. Children produce and participate in their own unique peer cultures by creatively appropriating information from the adult world to address their own peer concerns. The term reproductive captures the idea that children do not simply internalise society and culture but also actively contribute to cultural production and change. For example, children are known to play with gender rather than simply accepting adult definitions, they establish within their own peer group cultures and systems that make sense to them (Corsaro 2012 ).

Both the socialisation and the developmental psychology perspectives have tended to prompt scholars to write about children as if all children were the same regardless of social location or context. The ‘new’ sociological perspective stresses ‘a plurality of childhoods’ not only within the same society but also across the settings in which children conduct their everyday lives. Using a social constructionist view, scholars focus on how particular cultural representations of children affect children’s relationships, rights and responsibilities. Scholars in the ‘new’ sociology advocate recognising that children in different social locations have different childhoods and that their experience of childhood changes from one context to another. Children are not all the same in every situation and context.

Scholars argue that no matter how benign parents, teachers and other adults may be, relationships between adults and children are characterised by differential power resources. Hence, based on the situation, dependence in relationships with adults may capture the experience of children better than socialisation, which characterises children as deficient relative to adults rather than disadvantaged or oppressed by them. The crucial distinction that makes children children is that they are not adults ; as individuals and as a social group, they lack adulthood. This lack can be defined variously as deficiency, disadvantage and/or oppression. The components may vary according to individual and societal standpoint, but intergenerational relationships between children and adults are established in such a way that children are always inferior to adults and find it harder to have their rights vindicated (Mayall 1994 ; Quennerstedt and Quennerstedt 2014 ).

This view of childhood as oppression is countered in the United Nations  Convention on the Rights of the Child ( 1989 ). The four foundational principals of the Convention are key to understanding how to undertake research with children and to plan initiatives to improve their lives such as in an anti-bullying programmes. The four general principles (United Nations 1989 ) are:

  • That all the rights guaranteed by the Convention must be available to all children without discrimination of any kind (Article 2)
  • That the best interests of the child must be a primary consideration in all actions concerning children (Article 3)
  • That every child has the right to life, survival and development (Article 6)
  • That the child’s views must be considered and taken into account in all matters affecting him or her (Article 12)

So, if we start our anti-bullying research and initiatives to tackle bullying with a new sociology of childhood perspective as represented in the UN Convention, we find ourselves starting our work with children with their rights. We now begin to plan our research and anti-bullying programmes differently.

  • Involving children and young people as respondents, co-researchers and commissioner of research.
  • Avoid privileging adults and instead interact directly with children.
  • Think carefully about suitable ways to gather data from children.
  • Use qualitative, participatory and ethnographic approaches as they seem most appropriate.
  • Making children visible through the way statistics are collected and reported.

In some studies, we have asked the children to explain to us why bullying happens, and the answers they give us are very interesting and important from the point of view of planning anti-bullying programmes.

They tell us that being perceived by their peers as different, odd or deviant in some way can lead to being bullied at school. This ties in with the image mentioned previously of the ‘nail that stands out’ and the need for conformity. According to stigma and labelling theories, when a social group labels a person as deviant, then he or she is understood to have violated important taken for granted social norms of the peer culture. Once the label is applied, the person can be justifiably victimised. Stigma theory (Goffman 1963 ) and labelling theory (Phelan and Link 1999 ) explain that it is almost impossible for individuals to improve their situation once they have had a stigmatised label assigned to them (Thornberg 2015 ). This highlights the importance of diversity education programmes to prevent these exclusionary situations occurring in schools (O'Higgins Norman 2008 ; Thornberg 2010 ).

Children also tell us that those who bully often do it because they want to increase their social positioning (Thornberg 2019 ), that is, to be more powerful than other children in the classroom and that bullying others serves to enable this. Schools are hierarchical in nature with children at the bottom of the pyramid. They often want to appear cool and are driven to obtain a higher social position in the school than other students, seeking to enhance, maintain or show off their power, status and popularity. Being seen to be cool and to have lots of friends can be a way to improve social position in school.

Finally, in our studies, we find children also explain that bullies have psychosocial problems and as such their acting out represents some deeper emotional problem. It is interesting that children can show such understanding and appreciation for mental health and emotional problems. This points us to the need to develop classroom programmes that allow children to grow and express their emotions while at the same time providing counselling and support for children at a school and community level (Thornberg 2019 ).

In terms of interventions to tackle bullying and cyberbullying, international research has reported that if a school is to tackle these issues with any success, a whole school and community approach is often recommended (Smith 2014 ). This is described in different ways by different authors (Smith 2014 ), but the characteristics that are constant can be described as follows (O’Higgins Norman & Sullivan 2017 ):

What has been missing from many of these whole school approaches is a recognition of the importance of the voice and agency of the child. Anti-bullying initiatives will be more successful if they are commissioned, designed and evaluated with children. I realise that this is challenging for us as researchers and educators who have honed our skills and expertise over many years. However, if our work is to really make a difference, we need to extend the scope of our expertise to include partnership with children and young people who are ultimately the experts in what is like to be a child today (Kellett 2010 ). While other fields of study have made considerable progress in adopting this approach (Lundy et al. 2019 , I think many of us who work in the field of bullying studies have come to it later than in other fields. This is due to a number of factors not least an over reliance on quantitative research methods and the related dominance of particular branches of sociology and psychology in driving research and initiatives in our field.

Furthermore, now that we are coming around to the realisation that research and responses to bullying and cyberbullying must include at least an acknowledgment of the importance of the voice and agency of children, O’Brien and Dadswell ( 2020 ) warn that it is not enough to merely acknowledge that children and young people have a right to be heard and to actively participate in research and initiatives to tackle bullying and cyberbullying, but they must be provided with opportunities that are not ‘one off’ or ‘add on’ activities; instead they should be embedded within the system to accommodate their participation as partners in research and responses to tackle bullying and cyberbullying. This is a point taken up by Lundy ( 2018 ) although she acknowledges that a tokenistic approach to collective child participation might be a useful and necessary step on a journey towards more meaningful engagement with children. Either way some researchers in the field of bullying are now beginning to lead research and to develop initiatives that attempt to include a greater acknowledgement of the voice and agency of the child (Thornberg 2010 ; O’Brien 2019 ; White et al. 2019 ).

Not only will this approach be more effective, but it will also respect the rights of the child and go towards fulfilling our obligations and objectives under Article 12(1) of the United Nations Convention on the Rights of the Child (1989). However, as I have already suggested, such an approach to research and the development of related initiatives to tackle bullying in schools and online brings with it many challenges to the established order within the field of bullying studies. One such challenge is in the area of research ethics. Traditionally, adults have decided what is best for children, including what protects them from harm. Ethical standards are of course necessary to ensure that children and young people are not taken advantage of during the research process and that the researcher does not put his/her needs ahead of the needs of the child. However, when it comes to working ethically with children as respondents, co-researchers and commissioner of research, we must be careful not to allow traditional views of childhood to get in the way of allowing children their right to express themselves and to be heard by society on how they are affected by bullying and cyberbullying. Children and young people have a right to be heard and to be involved in anything that affects them; as such our assumptions and ethical frameworks must change to ensure that these rights are fulfilled. I suggest that university ethics committees need to involve children and young people in producing standards for ethical research and in evaluating research proposals that involve children and young people as respondents, co-researchers and/or commissioner of research.

In this lecture, I have explored traditional assumptions about childhood and the impact of these assumptions on research about childhood and specifically about bullying. I have argued that over almost 50 years, these assumptions led to a dominant discourse in bullying research and related initiatives that was characterised by a particular view of childhood. This view of childhood tended to focus on questions about the extent to which children had acquired the requisite knowledge and skills to become competent adult members of society. This socialisation perspective assumes that children are ‘incomplete’ adults rather than full members of society in their own right. Consequently, researchers have only had an interest in measuring and observing children in terms of their future capacity as adults. Until relatively recently, generally speaking, children’s voices have not been recognised as important either in research or in education and wider society. However, when we consider the perspective of children’s rights and apply a new sociology of childhood approach, our work with children moves beyond traditional assumptions and begins to be underpinned by a view of childhood that recognises that children have agency, are diverse and develop meaningful relationships, ultimately creating their own view of the world around them. Consequently, this changes our approach to research and the development of responses to bullying in school and online. It is clear that our work with children has to fundamentally change to recognise the experience of childhood as something that is valid and contains within it a set of rights that are fundamental to their general wellbeing and specifically to the future success of tackling bullying in schools and cyberspace.

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Research Resources

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Stopbullying.gov resources include Fact Sheets , Research Summaries , and Infographics that provide current research findings, evidence-based strategies, and data on bullying prevention. The resources can be utilized for bullying prevention by youth, parents, educators, youth-serving professionals, schools, health care providers, organizations, communities, and states.  The resources can be shared, downloaded, and printed for distribution.  

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  1. (PDF) A profile of bullying at school

    research paper on bullying pdf

  2. Bullying research paper thesis pdf

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  3. Complete Research Paper About Bullying

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  4. (PDF) Campus Bullying in the Senior High School: A Qualitative Case Study

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  5. (PDF) Bullying in schools: Prevalence and short-term impact

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  6. (PDF) Dealing with Bullying in Schools

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  6. How to deal with Narcissists, Sadists, Psychopaths, Bullies and Malevolent People

COMMENTS

  1. PDF The Impact of School Bullying On Students' Academic Achievement from

    4. Psychological bullying: harassment, threats and intimidation, humiliation and rejection from the group. 5. Bullying in social relations: preventing some individuals from exercising certain activities or reject their friendship or spreading rumors about others. 6. Properties Bullying: taking other people's things and dispose, or destroy. 2.

  2. Bullying in schools: the state of knowledge and effective interventions

    Abstract. During the school years, bullying is one of the most common expressions of violence in the peer context. Research on bullying started more than forty years ago, when the phenomenon was defined as 'aggressive, intentional acts carried out by a group or an individual repeatedly and over time against a victim who cannot easily defend him- or herself'.

  3. Bullying: Definition, Types, Causes, Consequences and Intervention

    Bullying is repetitive aggressive behaviour with an imbalance of power. Research, especially on school bullying, has increased massively in the last decade, fuelled in part by the rise of cyberbullying. Prevalence rates vary greatly. This is in part because of measurement issues, but some persons, and groups, are more at risk of involvement.

  4. Bullying at school and mental health problems among adolescents: a

    Prevalence of bullying at school and mental health problems. Estimates of the prevalence of bullying at school and mental health problems across the 12 strata of data (3 years × 2 school grades × 2 genders) are shown in Table 1.The prevalence of bullying at school increased minimally (< 1%) between 2014 and 2020, except among girls in grade 11 (2.5% increase).

  5. Bullying in children: impact on child health

    Bullying in childhood is a global public health problem that impacts on child, adolescent and adult health. Bullying exists in its traditional, sexual and cyber forms, all of which impact on the physical, mental and social health of victims, bullies and bully-victims. Children perceived as 'different' in any way are at greater risk of ...

  6. PDF Four Decades of Research on School Bullying

    In North America, public concern about school bullying increased dramati-cally in the late 1990s, owing in large part to the tragic deaths of our youth by suicide (Marr & Fields, 2001) or murder, especially the 1997 murder of Rina Virk (Godfrey, 2005) and the Columbine massacre in 1998 (Cullen, 2009).

  7. PDF Qualitative Methods in School Bullying and Cyberbullying Research: An

    School bullying research has a long history, stretching all the way back to a questionnaire study undertaken in the USA in the late 1800s (Burk, 1897). However, systematic school bullying research began in earnest in Scandinavia in the early 1970s with the work of Heinemann (1972) and Olweus (1978). Highlighting the extent to which research on ...

  8. PDF Youth and Cyberbullying: Another Look

    Organization [UNESCO], 2019), bullying in an online world raises new challenges. In 1 Throughout this paper, we refer to "cyberbullying," "online bullying," and "bullying in an online world" synonymously, and use the term "offline bullying" to indicate bullying that does not occur within the digital landscape.

  9. Tackling Bullying from the Inside Out: Shifting Paradigms in Bullying

    Defining and Contextualising Bullying. While certain individuals are more likely to bully (psychological dimension), the structures in which they exist (sociological dimension) can also contribute towards an environment (educational dimension) where bullying is more acceptable.Furthermore, social media and other online spaces (technological dimension) are now extending the nature and scope of ...

  10. PDF The Perception of Students About School Bullying and How It Affects

    This thesis research explored school bullying amongst high school students, their perspectives, and their effects on academic performance. Data was collected from over 30 ... Bullying and peer victimization always have either a direct or indirect impact on the victims, and they lead to poor academic performance (Holt, Finkelhor, & Kantor, 2007

  11. (PDF) Bullying and Discrimination in Schools: Exploring Variations

    This paper synthesizes findings from a series of studies and meta-analyses examining the efficacy of bullying prevention programs. This paper considers some methodological issues encountered when ...

  12. (PDF) The Prevalence and Factors Associated with Bullying Behavior

    Bullying in the school has become a global concern. The aim of this paper was to review studies that discuss the prevalence and factors associated with bullying behavior among school students.

  13. PDF BULLYING AND ACADEMIC SUCCESS

    significant research to bullying. By most accounts, youth-on-youth victimization or bullying empirical research began, or at the very least grew, with the focus of Olweus in the late 1970s. Much of the early research was conducted outside the US and focused on overt bullying, but the research has expanded into a much broader scope (Brank, Hoetger

  14. (PDF) Impact of Bullying on Students' Behavioral Engagement

    Bullying behavior phenomena has very detrimental e ects on. the victims. is type of behavior badly a ects the student, teacher, peers relationship, moral and psychological conditions hence there ...

  15. PDF Students' Perceptions of Bullying After the Fact: A Qualitative Study

    characterized as bullying, at some point in their educational experience (Oliver, Young, & LaSalle, 1994). Adolescent problem behaviors such as bullying are not considered simple isolated events but part of a syndrome (Bosworth et al., 1999). This culture of bullying that persists, and is carried through the media like a well-marketed campaign for

  16. [PDF] Bullying in School Environments

    The research problem is expressed in the multifaceted question of the complexity meaning and manifestation of bullying in schools. The main research findings of the paper are the behaviors or actions that determine the most common forms of bullying behaviors in schools. In addition, this research enables us to obtain relevant knowledge about bullying with the help of scientific methods such as ...

  17. PDF Bullying and School Attendance: A Case Study of Senior High School

    Summary. This paper focuses on senior high school students and the ways that bullying affects their school attendance. Selected items from the 2008 Ghana Global School-based Student Health Survey are analysed first to explore the relationships between the duration and type of bullying and school attendance.

  18. Research Resources

    Download Fact Sheet - PDF: Bullying as an ACE Bullying is a potentially traumatic adverse childhood experience or ACE that can have negative, lasting effects on a person. Strategies used by schools to address ACEs and prevent bullying can also be applied in other areas. ... Download Research Summary - PDF: Preventing Bullying Through Moral ...

  19. (PDF) Campus Bullying in the Senior High School: A ...

    Norman Raotraot Galabo. ABSTRACT: The purpose of this qualitative case study was to describe the campus bullying experiences of senior high school students in a certain. secondary school at Davao ...

  20. ResearchAgent: Iterative Research Idea Generation over Scientific

    View PDF Abstract: Scientific Research, vital for improving human life, is hindered by its inherent complexity, slow pace, and the need for specialized experts. To enhance its productivity, we propose a ResearchAgent, a large language model-powered research idea writing agent, which automatically generates problems, methods, and experiment designs while iteratively refining them based on ...

  21. [2403.20329] ReALM: Reference Resolution As Language Modeling

    View a PDF of the paper titled ReALM: Reference Resolution As Language Modeling, by Joel Ruben Antony Moniz and 7 other authors. View PDF HTML (experimental) Abstract: Reference resolution is an important problem, one that is essential to understand and successfully handle context of different kinds. This context includes both previous turns ...

  22. Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs

    View PDF Abstract: Recent advancements in multimodal large language models (MLLMs) have been noteworthy, yet, these general-domain MLLMs often fall short in their ability to comprehend and interact effectively with user interface (UI) screens. In this paper, we present Ferret-UI, a new MLLM tailored for enhanced understanding of mobile UI screens, equipped with referring, grounding, and ...

  23. (PDF) Bullying in School

    Abeer Shaheen. Yaqin Saleh. Child Health. PDF | On Sep 19, 2018, Nahla Mansour Al-Ali and others published Bullying in School | Find, read and cite all the research you need on ResearchGate.

  24. [2404.07143] Leave No Context Behind: Efficient Infinite Context

    View PDF HTML (experimental) Abstract: This work introduces an efficient method to scale Transformer-based Large Language Models (LLMs) to infinitely long inputs with bounded memory and computation. A key component in our proposed approach is a new attention technique dubbed Infini-attention. The Infini-attention incorporates a compressive memory into the vanilla attention mechanism and builds ...

  25. PDF CHAPTER 1: Index Report 2024 Research and Development

    conference papers. 1.1 Publications Total Number of AI Publications1 Figure 1.1.1 displays the global count of AI publications. Between 2010 and 2022, the total number of AI ... recently published research paper, a shift from the previously detailed methodology in an earlier paper. This edition of the AI Index is the first to adopt this updated ...

  26. (PDF) Cyberbullying: A Review of the Literature

    The research questions of in terest t o th is paper are: (1) what are the consequences of cyberbullying, (2) what ar e the key drivers of cyberb ullying, and (3) what intervention mechanisms can help

  27. PDF Leave No Context Behind: Efficient Infinite Context Transformers with

    unified text-to-text transformer.The Journal of Machine Learning Research, 21(1):5485-5551, 2020. Nir Ratner, Yoav Levine, Yonatan Belinkov, Ori Ram, Omri Abend, Ehud Karpas, Amnon Shashua, Kevin Leyton-Brown, and Yoav Shoham. Parallel context windows improve in-context learning of large language models. arXiv preprint arXiv:2212.10947, 2022.