TY - JOUR A1 - Wulff, Peter A1 - Buschhüter, David A1 - Westphal, Andrea A1 - Nowak, Anna A1 - Becker, Lisa A1 - Robalino, Hugo A1 - Stede, Manfred A1 - Borowski, Andreas T1 - Computer-based classification of preservice physics teachers’ written reflections JF - Journal of science education and technology N2 - Reflecting in written form on one's teaching enactments has been considered a facilitator for teachers' professional growth in university-based preservice teacher education. Writing a structured reflection can be facilitated through external feedback. However, researchers noted that feedback in preservice teacher education often relies on holistic, rather than more content-based, analytic feedback because educators oftentimes lack resources (e.g., time) to provide more analytic feedback. To overcome this impediment to feedback for written reflection, advances in computer technology can be of use. Hence, this study sought to utilize techniques of natural language processing and machine learning to train a computer-based classifier that classifies preservice physics teachers' written reflections on their teaching enactments in a German university teacher education program. To do so, a reflection model was adapted to physics education. It was then tested to what extent the computer-based classifier could accurately classify the elements of the reflection model in segments of preservice physics teachers' written reflections. Multinomial logistic regression using word count as a predictor was found to yield acceptable average human-computer agreement (F1-score on held-out test dataset of 0.56) so that it might fuel further development towards an automated feedback tool that supplements existing holistic feedback for written reflections with data-based, analytic feedback. KW - reflection KW - teacher professional development KW - hatural language KW - processing KW - machine learning Y1 - 2020 U6 - https://doi.org/10.1007/s10956-020-09865-1 SN - 1059-0145 SN - 1573-1839 VL - 30 IS - 1 SP - 1 EP - 15 PB - Springer CY - Dordrecht ER - TY - JOUR A1 - Wulff, Peter A1 - Buschhüter, David A1 - Westphal, Andrea A1 - Mientus, Lukas A1 - Nowak, Anna A1 - Borowski, Andreas T1 - Bridging the gap between qualitative and quantitative assessment in science education research with machine learning BT - a case for pretrained language models-based clustering JF - Journal of science education and technology N2 - Science education researchers typically face a trade-off between more quantitatively oriented confirmatory testing of hypotheses, or more qualitatively oriented exploration of novel hypotheses. More recently, open-ended, constructed response items were used to combine both approaches and advance assessment of complex science-related skills and competencies. For example, research in assessing science teachers' noticing and attention to classroom events benefitted from more open-ended response formats because teachers can present their own accounts. Then, open-ended responses are typically analyzed with some form of content analysis. However, language is noisy, ambiguous, and unsegmented and thus open-ended, constructed responses are complex to analyze. Uncovering patterns in these responses would benefit from more principled and systematic analysis tools. Consequently, computer-based methods with the help of machine learning and natural language processing were argued to be promising means to enhance assessment of noticing skills with constructed response formats. In particular, pretrained language models recently advanced the study of linguistic phenomena and thus could well advance assessment of complex constructs through constructed response items. This study examines potentials and challenges of a pretrained language model-based clustering approach to assess preservice physics teachers' attention to classroom events as elicited through open-ended written descriptions. It was examined to what extent the clustering approach could identify meaningful patterns in the constructed responses, and in what ways textual organization of the responses could be analyzed with the clusters. Preservice physics teachers (N = 75) were instructed to describe a standardized, video-recorded teaching situation in physics. The clustering approach was used to group related sentences. Results indicate that the pretrained language model-based clustering approach yields well-interpretable, specific, and robust clusters, which could be mapped to physics-specific and more general contents. Furthermore, the clusters facilitate advanced analysis of the textual organization of the constructed responses. Hence, we argue that machine learning and natural language processing provide science education researchers means to combine exploratory capabilities of qualitative research methods with the systematicity of quantitative methods. KW - Attention to classroom events KW - Noticing KW - NLP KW - ML Y1 - 2022 U6 - https://doi.org/10.1007/s10956-022-09969-w SN - 1059-0145 SN - 1573-1839 VL - 31 IS - 4 SP - 490 EP - 513 PB - Springer CY - Dordrecht ER - TY - JOUR A1 - Wright, Michelle F. A1 - Wachs, Sebastian A1 - Yanagida, Takuya A1 - Sevcikova, Anna A1 - Dedkova, Lenka A1 - Bayraktar, Fatih A1 - Aoyama, Ikuko A1 - Kamble, Shanmukh A1 - Macháčková, Hana A1 - Li, Zheng A1 - Soudi, Shruti A1 - Lei, Li A1 - Shu, Chang T1 - Coping with Public and Private Face-to-Face and Cyber Victimization among Adolescents in Six Countries BT - roles of Severity and Country JF - International journal of environmental research and public health N2 - This study investigated the role of medium (face-to-face, cyber) and publicity (public, private) in adolescents' perceptions of severity and coping strategies (i.e., avoidant, ignoring, helplessness, social support seeking, retaliation) for victimization, while accounting for gender and cultural values. There were 3432 adolescents (ages 11-15, 49% girls) in this study; they were from China, Cyprus, the Czech Republic, India, Japan, and the United States. Adolescents completed questionnaires on individualism and collectivism, and ratings of coping strategies and severity for public face-to-face victimization, private face-to-face victimization, public cyber victimization, and private cyber victimization. Findings revealed similarities in adolescents' coping strategies based on perceptions of severity, publicity, and medium for some coping strategies (i.e., social support seeking, retaliation) but differential associations for other coping strategies (i.e., avoidance, helplessness, ignoring). The results of this study are important for prevention and intervention efforts because they underscore the importance of teaching effective coping strategies to adolescents, and to consider how perceptions of severity, publicity, and medium might influence the implementation of these coping strategies. KW - coping KW - country KW - culture KW - victimization KW - severity KW - cyberbullying KW - bullying Y1 - 2022 U6 - https://doi.org/10.3390/ijerph192114405 SN - 1661-7827 SN - 1660-4601 VL - 19 IS - 21 PB - MDPI CY - Basel ER - TY - GEN A1 - Wright, Michelle F. A1 - Wachs, Sebastian A1 - Harper, Bridgette D. T1 - The moderation of empathy in the longitudinal association between witnessing cyberbullying, depression, and anxiety T2 - Postprints der Universität Potsdam : Humanwissenschaftliche Reihe N2 - While the role of and consequences of being a bystander to face-to-face bullying has received some attention in the literature, to date, little is known about the effects of being a bystander to cyberbullying. It is also unknown how empathy might impact the negative consequences associated with being a bystander of cyberbullying. The present study focused on examining the longitudinal association between bystander of cyberbullying depression, and anxiety, and the moderating role of empathy in the relationship between bystander of cyberbullying and subsequent depression and anxiety. There were 1,090 adolescents (M-age = 12.19; 50% female) from the United States included at Time 1, and they completed questionnaires on empathy, cyberbullying roles (bystander, perpetrator, victim), depression, and anxiety. One year later, at Time 2, 1,067 adolescents (M-age = 13.76; 51% female) completed questionnaires on depression and anxiety. Results revealed a positive association between bystander of cyberbullying and depression and anxiety. Further, empathy moderated the positive relationship between bystander of cyberbullying and depression, but not for anxiety. Implications for intervention and prevention programs are discussed. T3 - Zweitveröffentlichungen der Universität Potsdam : Humanwissenschaftliche Reihe - 689 KW - bystander KW - cyberbullying KW - empathy KW - depression KW - anxiety KW - longitudinal Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-470505 SN - 1866-8364 IS - 689 ER - TY - JOUR A1 - Wright, Michelle F. A1 - Wachs, Sebastian A1 - Harper, Bridgette D. T1 - The moderation of empathy in the longitudinal association between witnessing cyberbullying, depression, and anxiety JF - Journal of Psychosocial Research on Cyberspace N2 - While the role of and consequences of being a bystander to face-to-face bullying has received some attention in the literature, to date, little is known about the effects of being a bystander to cyberbullying. It is also unknown how empathy might impact the negative consequences associated with being a bystander of cyberbullying. The present study focused on examining the longitudinal association between bystander of cyberbullying depression, and anxiety, and the moderating role of empathy in the relationship between bystander of cyberbullying and subsequent depression and anxiety. There were 1,090 adolescents (M-age = 12.19; 50% female) from the United States included at Time 1, and they completed questionnaires on empathy, cyberbullying roles (bystander, perpetrator, victim), depression, and anxiety. One year later, at Time 2, 1,067 adolescents (M-age = 13.76; 51% female) completed questionnaires on depression and anxiety. Results revealed a positive association between bystander of cyberbullying and depression and anxiety. Further, empathy moderated the positive relationship between bystander of cyberbullying and depression, but not for anxiety. Implications for intervention and prevention programs are discussed. KW - Bystander KW - cyberbullying KW - empathy KW - depression KW - anxiety KW - longitudinal Y1 - 2018 U6 - https://doi.org/10.5817/CP2018-4-6 SN - 1802-7962 VL - 12 IS - 4 PB - Masrykova Univ. CY - Brno ER - TY - JOUR A1 - Wright, Michelle F. A1 - Wachs, Sebastian T1 - Problematic online gaming, subjective health complaints, and depression among adolescent gamers from the United States BT - the role of console-gaming aggression JF - Journal of children and media N2 - The purpose of this study was to examine the longitudinal relationship between problematic online gaming and subjective health complaints and depressive symptoms, and the moderation of console-gaming aggression (i.e. verbal aggression, camping, trolling) in this relationship. Participants were 202 adolescents (86% boys; M age = 12.99 years) in the 7(th) or 8(th) grade who played first-person shooter games. They completed questionnaires on problematic online gaming, console-gaming aggression, subjective health complaints, and depressive symptoms. Six months later (Time 2), they completed questionnaires on subjective health complaints and depressive symptoms again. Findings revealed that problematic online gaming and console-gaming aggression were positive predictors of Time 2 subjective health complaints and depressive symptoms, while controlling for Time 1 levels and gender. Moderating effects were found as well, indicating that high levels of console-gaming aggression increased the positive relationship between problematic online gaming and depressive symptoms. These effects were also replicated for verbal aggression, problematic online gaming, and subjective health complaints. These findings suggest the importance of considering the implications of console-gaming aggression and problematic online gaming for the physical and mental health of adolescents. IMPACT SUMMARY Prior State of Knowledge. Problematic online gaming and aggressive behaviors are linked to negative outcomes, including depression and subjective health complaints. Longitudinal research further supports this connection for depression, but not for subjective health complaints or various types of aggression via console games. Novel Contributions. Few studies have focused on various types of aggression and the longitudinal associations among problematic online gaming, depression, and subjective health complaints, while controlling for previous levels of depression and subjective health complaints. The present research addresses these gaps. Practical Implications. Findings of the present research has implications for clinicians and researchers concerned with identifying adolescents who might be at risk for negative outcomes. KW - Depression KW - subjective health complaints KW - problematic online gaming KW - first-person shooter games KW - aggression Y1 - 2022 U6 - https://doi.org/10.1080/17482798.2022.2036211 SN - 1748-2798 SN - 1748-2801 VL - 16 IS - 3 SP - 451 EP - 460 PB - Routledge, Taylor & Francis Group CY - Abingdon ER - TY - GEN A1 - Wright, Michelle F. A1 - Wachs, Sebastian T1 - Does parental mediation moderate the longitudinal association among bystanders and perpetrators and victims of cyberbullying? T2 - Postprints der Universität Potsdam : Humanwissenschaftliche Reihe N2 - The purpose of the present study was to examine the moderation of parental mediation in the longitudinal association between being a bystander of cyberbullying and cyberbullying perpetration and cyberbullying victimization. Participants were 1067 7th and 8th graders between 12 and 15 years old (51% female) from six middle schools in predominantly middle-class neighborhoods in the Midwestern United States. Increases in being bystanders of cyberbullying was related positively to restrictive and instructive parental mediation. Restrictive parental mediation was related positively to Time 2 (T2) cyberbullying victimization, while instructive parental mediation was negatively related to T2 cyberbullying perpetration and victimization. Restrictive parental mediation was a moderator in the association between bystanders of cyberbullying and T2 cyberbullying victimization. Increases in restrictive parental mediation strengthened the positive relationship between these variables. In addition, instructive mediation moderated the association between bystanders of cyberbullying and T2 cyberbullying victimization such that increases in this form of parental mediation strategy weakened the association between bystanders of cyberbullying and T2 cyberbullying victimization. The current findings indicate a need for parents to be aware of how they can impact adolescents’ involvement in cyberbullying as bullies and victims. In addition, greater attention should be given to developing parental intervention programs that focus on the role of parents in helping to mitigate adolescents’ likelihood of cyberbullying involvement. T3 - Zweitveröffentlichungen der Universität Potsdam : Humanwissenschaftliche Reihe - 679 KW - cyberbullying KW - bystander KW - bystanding KW - victimization KW - perpetration KW - bully KW - parental mediation Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-472303 SN - 1866-8364 IS - 679 ER - TY - JOUR A1 - Wright, Michelle F. A1 - Wachs, Sebastian T1 - Parental support, health, and cyberbullying among adolescents with intellectual and developmental disabilities JF - Journal of child and family studies N2 - Some studies reveal that adolescents with intellectual disabilities and developmental disabilities are more likely to be victims of both face-to-face bullying and cyberbullying. Research also suggests that these adolescents are likely to witness bullying victimization. More research is needed to better understand the negative outcomes associated with their experiences. The purpose of this short-term longitudinal study was to investigate the buffering effect of parental social support on the associations of cyberbullying victimization and bystanding to subjective health complaints, suicidal ideation, and non-suicidal self-harm. Participants were 121 adolescents (63% male;Mage = 14.10 years) with intellectual disabilities and developmental disorders who completed questionnaires on their face-to-face and cyberbullying victimization and bystanding, parental social support, subjective health complaints, suicidal ideation, and non-suicidal self-harm during the 7th grade (Time 1). In 8th grade (Time 2), they completed questionnaires on subjective health complaints, suicidal ideation, and non-suicidal self-harm. The findings revealed that the positive associations between Time 1 cyberbullying victimization and Time 2 subjective health complaints, suicidal ideation, and non-suicidal self-harm were stronger at lower levels of Time 1 parental social support, while high levels of Time 1 parental social support diminished these relationships. Similar patterns were found for Time 1 cyberbullying bystanding and Time 2 subjective health complaints. Parental social support has a buffering effect on the relationships among cyberbullying victimization, bystanding, and health outcomes among adolescents with intellectual and developmental disorders. KW - bystander KW - victimization KW - health KW - susicidal ideation KW - self-harm Y1 - 2020 U6 - https://doi.org/10.1007/s10826-020-01739-9 SN - 1062-1024 SN - 1573-2843 VL - 29 IS - 9 SP - 2390 EP - 2401 PB - Springer CY - New York ER - TY - JOUR A1 - Wright, Michelle F. A1 - Wachs, Sebastian T1 - Self-isolation practices and perceived social support from friends BT - the impact on adolescents' mental health JF - European journal of developmental psychology N2 - The purpose of the present study was to investigate the moderating effect of perceived social support from friends in the associations between self-isolation practices during the COVID-19 pandemic and adolescents' mental health (i.e., depression, subjective health complaints, self-harm), measured six months later (Time 2). Participants were 1,567 7(th) and 8(th) graders (51% female; 51% white; M age = 13.67) from the United States. They completed questionnaires on perceived social support from friends, depression, subjective health complaints, and self-harm at Time 1, and self-isolation practices during COVID-19, depression, subjective health complaints, and self-harm at Time 2. The findings revealed that self-isolation practices during COVID-19 was related positively to Time 1 perceived social support from friends, and negatively to Time 2 depression, subjective health complaints, and self-harm, while accounting for Time 1 mental health outcomes. Higher perceived social support from friends at Time 1 buffered against the negative impacts on adolescents' mental health outcomes at Time 2 when they practiced greater self-isolation during COVID-19, while lower perceived social support at Time 1 had the opposite effects on Time 2 mental health outcomes. KW - Friends KW - self-isolation KW - pandemic KW - mental health KW - depression KW - subjective KW - health complaints KW - self-harm Y1 - 2022 U6 - https://doi.org/10.1080/17405629.2022.2146090 SN - 1740-5629 SN - 1740-5610 VL - 20 IS - 4 SP - 635 EP - 648 PB - Routledge, Taylor & Francis Group CY - Abingdon ER - TY - JOUR A1 - Wright, Michelle F. A1 - Wachs, Sebastian T1 - Self-isolation and adolescents' friendship quality: moderation of technology use for friendship maintenance JF - Youth and Society N2 - The purpose of the present study was to investigate the moderating effect of technology use for friendship maintenance in the associations between self-isolation during the COVID-19 pandemic and friendship quality, measured 6 months later (Time 2). Participants were 1,567 seventh and eighth graders (51% female; 51% white; M-age = 13.47) from the United States. They completed questionnaires on friendship quality at Time 1, and self-isolation during COVID-19 and technology use for friendship maintenance and friendship quality at Time 2. The findings revealed that self-isolation during COVID-19 was related positively to technology use for friendship maintenance and negatively to Time 2 friendship quality. Higher technology use for friendship maintenance buffered against the negative impacts on friendship quality associated with self-isolation during COVID-19, while lower technology use had the opposite effects on Time 2 friendship quality. KW - technology KW - self-isolation KW - friendship KW - friendship quality Y1 - 2022 U6 - https://doi.org/10.1177/0044118X221080484 SN - 0044-118X SN - 1552-8499 VL - 55 IS - 4 SP - 673 EP - 685 PB - Sage Publications CY - Thousand Oaks ER - TY - JOUR A1 - Wright, Michelle F. A1 - Harper, Bridgette D. A1 - Wachs, Sebastian T1 - Differences in Adolescents’ Response Decision and Evaluation for Face-to-Face and Cyber Victimization JF - The Journal of Early Adolescence N2 - The current study was designed to assess early adolescents’ response evaluation and decision for hypothetical peer victimization vignettes. Participants were 336 (59% girls; X¯¯¯ age = 12.55) seventh and eighth graders from one school in the Midwestern United States. Adolescents read a hypothetical online or offline social situation and answered questions designed to access internal congruence, response evaluation, response efficacy, emotional outcome expectancy, and social outcome expectancy. Girls were more likely to believe that aggressive responses online and offline would lead to positive social and emotional outcome expectancies when compared with boys. Adolescents were more likely to believe that offline and online aggressive responses were legitimate responses to face-to-face victimization, feel that aggressive responses online or offline were easier to execute in response to face-to-face victimization, and that aggressive responses online or offline would lead to positive emotions and better social outcomes. KW - response decision KW - response evaluation KW - cyber aggression KW - cyberbullying KW - aggression KW - bullying Y1 - 2018 U6 - https://doi.org/10.1177/0272431618806052 SN - 0272-4316 SN - 1552-5449 VL - 39 IS - 8 SP - 1110 EP - 1128 PB - Sage Publ. CY - Thousand Oaks ER - TY - JOUR A1 - Wright, Michelle F. A1 - Harper, Bridgette D. A1 - Wachs, Sebastian T1 - The associations between cyberbullying and callous-unemotional traits among adolescents BT - the moderating effect of online disinhibition JF - Personality and individual differences : an international journal of research into the structure and development of personality, and the causation of individual differences N2 - The aim of the present study was to investigate the potential moderating role of online disinhibition in the associations between adolescents' callous-unemotional traits (callousness, uncaring, unemotional) and anonymous and non-anonymous cyberbullying. To this end, 1047 (49.2% female) 7th and 8th graders completed questionnaires on their face-to-face bullying, cyberbullying, callous-unemotional traits, and online disinhibition. The findings revealed that increases in uncaring were more associated with self-reported non-anonymous and anonymous cyberbullying at higher levels of online disinhibition. The findings are discussed in the context of the characteristics associated with callous-unemotional traits, and how these characteristics increase adolescents' risk of cyberbullying perpetration. Recommendations are made for tailoring intervention programs to consider adolescents' personality traits. KW - Cyberbullying KW - Callous-unemotional traits KW - Callousness KW - Uncaring KW - Unemotional KW - Online disinhibition KW - Anonymity Y1 - 2019 U6 - https://doi.org/10.1016/j.paid.2018.04.001 SN - 0191-8869 VL - 140 SP - 41 EP - 45 PB - Elsevier CY - Oxford ER - TY - JOUR A1 - Westphal, Andrea A1 - Vock, Miriam A1 - Lazarides, Rebecca T1 - Are more conscientious seventh- and ninth-graders less likely to be retained? BT - effects of big five personality traits on grade retention in two different age cohorts JF - Journal of applied developmental psychology : an internat. multidisciplinary N2 - Previous research has identified students' personality traits, especially conscientiousness, as highly relevant predictors of academic success. Less is known about the role of Big Five personality traits in students when it comes to teachers' decisions about students' educational trajectories and whether personality traits differentially affect these decisions by teachers in different grade levels. This study examines to what extent students' Big Five personality traits affect teacher decisions on grade retention, looking at two cohorts of 12,146 ninth-grade and 6002 seventh-grade students from the German National Educational Panel Study. In both grade levels, multilevel logistic mediation models show that students' conscientiousness indirectly predicts grade retention through the assignment of grades by teachers. In the ninth-grade sample, students' conscientiousness was additionally a direct predictor of retention, distinct from teacher-assigned grades. We discuss potential underlying mechanisms and explore whether teachers base their decisions on different indicators when retaining seventh-grade students or ninth-grade students. KW - grade retention KW - personality KW - gender KW - socioeconomic status KW - educational KW - large-scale study KW - educational achievement Y1 - 2019 U6 - https://doi.org/10.1016/j.appdev.2019.101088 SN - 0193-3973 VL - 66 PB - Elsevier CY - Amsterdam ER - TY - GEN A1 - Westphal, Andrea A1 - Lazarides, Rebecca A1 - Vock, Miriam T1 - Are some students graded more appropriately than others? BT - student characteristics as moderators of the relationships between teacher-assigned grades and test scores in mathematics T2 - Zweitveröffentlichungen der Universität Potsdam : Humanwissenschaftliche Reihe N2 - Background Building on the Realistic Accuracy Model, this paper explores whether it is easier for teachers to assess the achievement of some students than others. Accordingly, we suggest that certain individual characteristics of students, such as extraversion, academic self-efficacy, and conscientiousness, may guide teachers' evaluations of student achievement, resulting in more appropriate judgements and a stronger alignment of assigned grades with students' actual achievement level (as measured using standardized tests). Aims We examine whether extraversion, academic self-efficacy, and conscientiousness moderate the relations between teacher-assigned grades and students' standardized test scores in mathematics. Sample This study uses a representative sample of N = 5,919 seventh-grade students in Germany (48.8% girls; mean age: M = 12.5, SD = 0.62) who participated in a national, large-scale assessment focusing on students' academic development. Methods We specified structural equation models to examine the inter-relations of teacher-assigned grades with students' standardized test scores in mathematics, Big Five personality traits, and academic self-efficacy, while controlling for students' socioeconomic status, gender, and age. Results The correlation between teacher-assigned grades and standardized test scores in mathematics was r = .40. Teacher-assigned grades more closely related to standardized test scores when students reported higher levels of conscientiousness (beta = .05, p = .002). Students' extraversion and academic self-efficacy did not moderate the relationship between teacher-assigned grades and standardized test scores. Conclusions Our findings indicate that students' conscientiousness is a personality trait that seems to be important when it comes to how closely mathematics teachers align their grades to standardized test scores. T3 - Zweitveröffentlichungen der Universität Potsdam : Humanwissenschaftliche Reihe - 853 KW - teacher‐ assigned grades KW - teacher judgements KW - Realistic Accuracy KW - Model KW - Big Five personality traits Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-563330 SN - 1866-8364 IS - 3 ER - TY - JOUR A1 - Westphal, Andrea A1 - Lazarides, Rebecca A1 - Vock, Miriam T1 - Are some students graded more appropriately than others? BT - student characteristics as moderators of the relationships between teacher-assigned grades and test scores in mathematics JF - British journal of educational psychology N2 - Background Building on the Realistic Accuracy Model, this paper explores whether it is easier for teachers to assess the achievement of some students than others. Accordingly, we suggest that certain individual characteristics of students, such as extraversion, academic self-efficacy, and conscientiousness, may guide teachers' evaluations of student achievement, resulting in more appropriate judgements and a stronger alignment of assigned grades with students' actual achievement level (as measured using standardized tests). Aims We examine whether extraversion, academic self-efficacy, and conscientiousness moderate the relations between teacher-assigned grades and students' standardized test scores in mathematics. Sample This study uses a representative sample of N = 5,919 seventh-grade students in Germany (48.8% girls; mean age: M = 12.5, SD = 0.62) who participated in a national, large-scale assessment focusing on students' academic development. Methods We specified structural equation models to examine the inter-relations of teacher-assigned grades with students' standardized test scores in mathematics, Big Five personality traits, and academic self-efficacy, while controlling for students' socioeconomic status, gender, and age. Results The correlation between teacher-assigned grades and standardized test scores in mathematics was r = .40. Teacher-assigned grades more closely related to standardized test scores when students reported higher levels of conscientiousness (beta = .05, p = .002). Students' extraversion and academic self-efficacy did not moderate the relationship between teacher-assigned grades and standardized test scores. Conclusions Our findings indicate that students' conscientiousness is a personality trait that seems to be important when it comes to how closely mathematics teachers align their grades to standardized test scores. KW - teacher‐ assigned grades KW - teacher judgements KW - Realistic Accuracy KW - Model KW - Big Five personality traits Y1 - 2020 U6 - https://doi.org/10.1111/bjep.12397 SN - 0007-0998 SN - 2044-8279 VL - 91 IS - 3 SP - 865 EP - 881 PB - Wiley CY - Hoboken ER - TY - JOUR A1 - Westphal, Andrea A1 - Kretschmann, Julia A1 - Gronostaj, Anna A1 - Vock, Miriam T1 - More enjoyment, less anxiety and boredom BT - How achievement emotions relate to academic self-concept and teachers' diagnostic skills JF - Learning and individual differences : a multidisciplinary journal in education N2 - Students' achievement emotions are critical in their academic development. Therefore, teachers need to create an emotionally positive learning environment. In the light of this, the present study investigated the connection between students' enjoyment, anxiety, boredom and, in the first case, students' academic self-concept and, in the second, teachers' diagnostic skills. The third part of our study examined whether this link would be moderated by students' academic self-concept. Our sample comprised N = 1803 eighth-grade students who reported their achievement emotions and evaluated the diagnostic skills of both their German and mathematics teachers. Hierarchical models indicated that students experience more enjoyment and less anxiety and boredom if teachers exhibit better diagnostic skills. The role of teachers' diagnostic skills in relation to students' emotions was in part moderated by the students' self-concept. These results are discussed in terms of their implications for effective teaching. KW - Achievement emotions KW - Diagnostic skills KW - Instructional quality KW - Academic self-concept KW - Multilevel modeling Y1 - 2018 U6 - https://doi.org/10.1016/j.lindif.2018.01.016 SN - 1041-6080 SN - 1873-3425 VL - 62 SP - 108 EP - 117 PB - Elsevier B.V. CY - Amsterdam ER - TY - JOUR A1 - Westphal, Andrea A1 - Kalinowski, Eva A1 - Hoferichter, Clara Josepha A1 - Vock, Miriam T1 - K-12 teachers' stress and burnout during the COVID-19 pandemic BT - a systematic review JF - Frontiers in psychology N2 - We present the first systematic literature review on stress and burnout in K-12 teachers during the COVID-19 pandemic. Based on a systematic literature search, we identified 17 studies that included 9,874 K-12 teachers from around the world. These studies showed some indication that burnout did increase during the COVID-19 pandemic. There were, however, almost no differences in the levels of stress and burnout experienced by K-12 teachers compared to individuals employed in other occupational fields. School principals' leadership styles emerged as an organizational characteristic that is highly relevant for K-12 teachers' levels of stress and burnout. Individual teacher characteristics associated with burnout were K-12 teachers' personality, self-efficacy in online teaching, and perceived vulnerability to COVID-19. In order to reduce stress, there was an indication that stress-management training in combination with training in technology use for teaching may be superior to stress-management training alone. Future research needs to adopt more longitudinal designs and examine the interplay between individual and organizational characteristics in the development of teacher stress and burnout during the COVID-19 pandemic and beyond. KW - burnout KW - stress KW - COVID-19 KW - pandemic KW - K-12 teachers KW - remote teaching Y1 - 2022 U6 - https://doi.org/10.3389/fpsyg.2022.920326 SN - 1664-1078 VL - 13 PB - Frontiers Media CY - Lausanne ER - TY - JOUR A1 - Wenger, Marina A1 - Gärtner, Holger A1 - Brunner, Martin T1 - To what extent are characteristics of a school's student body, instructional quality, school quality, and school achievement interrelated? JF - School effectiveness and school improvement N2 - The aim of educational policy should be to provide a good education to all students. Thus, a key question arises regarding the extent to which key characteristics of school composition (proportion of students with migration background, socioeconomic status [SES], prior school achievement, and achievement heterogeneity), instructional quality, school quality, and later school achievement are interrelated. The present study addressed this research question by examining school inspection data, official school statistics, and large-scale achievement data from all primary schools in Berlin, Germany (N = 343). The results of correlation and path analyses showed that school composition (average SES, average prior school achievement) predicted components of instructional quality (SES: classroom management, cognitive activation; achievement: cognitive activation, individual learning support). The relation between school composition characteristics and most components of school quality was close to zero. Contrary to our expectations, only the effect of school SES on later achievement was mediated by instructional quality. KW - school composition KW - instructional quality KW - school quality Y1 - 2020 U6 - https://doi.org/10.1080/09243453.2020.1754243 SN - 0924-3453 SN - 1744-5124 VL - 31 IS - 4 SP - 548 EP - 575 PB - Routledge, Taylor & Francis Group CY - Abingdon ER - TY - JOUR A1 - Weiss, G. T1 - Alienation of the self and aesthetic existence Y1 - 2005 SN - 0044-3247 ER - TY - JOUR A1 - Wachs, Sebastian A1 - Wright, Michelle F. A1 - Vazsonyi, Alexander Thomas T1 - Understanding the overlap between cyberbullying and cyberhate perpetration BT - Moderating effects of toxic online disinhibition JF - Criminal Behavior And Mental Health N2 - Background Problem behaviour theory postulates that different forms of norm violations cluster and can be explained by similar antecedents. One such cluster may include cyberbullying and cyberhate perpetration. A potential explanatory mechanism includes toxic online disinhibition, characterised by anonymity, an inability to empathise and to recognise and interpret social cues. The current study to develop a better understanding of the relationship between cyberhate and cyberbullying to inform effective intervention and prevention efforts. Aims To test the link between cyberbullying and cyberhate and whether this relationship was moderated by toxic online disinhibition. Methods Self-report questionnaires on cyberbullying, cyberhate, and toxic online disinhibition were completed by 1,480 adolescents between 12 and 17 years old (M = 14.21 years; SD = 1.68). Results Increases in cyberbullying perpetration and toxic online disinhibition were positively related to cyberhate perpetration. Furthermore, cyberbullies reported more cyberhate perpetration when they reported higher levels of toxic online disinhibition and less frequent cyberhate perpetration when they reported lower levels of toxic online disinhibition. Conclusion The current study provides evidence of a possible link between cyberbullying and cyberhate perpetration, moderated by toxic online disinhibition. This suggests that, to be effective, prevention and intervention programmes should (i) consider the co-occurrence of varying forms of cyberaggression and (ii) consider potential effects of the online environment on aggressive online behaviour among young people. Y1 - 2019 U6 - https://doi.org/10.1002/cbm.2116 SN - 0957-9664 SN - 1471-2857 VL - 29 IS - 3 SP - 179 EP - 188 PB - Wiley CY - Hoboken ER -