@article{ZurekFaass2019, author = {Zurek, Peter Paul and Faaß, Marcel}, title = {Pers{\"o}nlichkeitspsychologisch fundierte Studienorientierung durch onlinebasierte Self-Assessments}, series = {Alles auf Anfang! Befunde und Perspektiven zum Studieneingang}, journal = {Alles auf Anfang! Befunde und Perspektiven zum Studieneingang}, publisher = {Universit{\"a}tsverlag Potsdam}, address = {Potsdam}, isbn = {978-3-86956-452-4}, issn = {2192-1075}, doi = {10.25932/publishup-42852}, url = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-428529}, pages = {245 -- 256}, year = {2019}, language = {de} } @article{ZieglerRichterHollenbachBiele2016, author = {Ziegler, Corrina and Richter, Dirk and Hollenbach-Biele, Nicole}, title = {Inklusive und nicht inklusive Schulen im Vergleich}, series = {Inklusion kann gelinge! Forschungsergebnisse und Beispiele guter schulischer Praxis}, journal = {Inklusion kann gelinge! Forschungsergebnisse und Beispiele guter schulischer Praxis}, publisher = {Bertelsmann Stiftung}, address = {G{\"u}tersloh}, isbn = {978-3-86793-665-1}, pages = {67 -- 81}, year = {2016}, language = {de} } @article{ZarubaGronostajAhlgrimmetal.2022, author = {Zaruba, Nicole and Gronostaj, Anna and Ahlgrimm, Frederik and Vock, Miriam}, title = {Die Entwicklung von Lehrkr{\"a}fte{\"u}berzeugungen im Praxissemester}, series = {Professionalisierung in Praxisphasen : Ergebnisse der Lehrerbildungsforschung an der Universit{\"a}t Potsdam (Potsdamer Beitr{\"a}ge zur Lehrerbildung und Bildungsforschung ; 2)}, journal = {Professionalisierung in Praxisphasen : Ergebnisse der Lehrerbildungsforschung an der Universit{\"a}t Potsdam (Potsdamer Beitr{\"a}ge zur Lehrerbildung und Bildungsforschung ; 2)}, number = {2}, publisher = {Universit{\"a}tsverlag Potsdam}, address = {Potsdam}, isbn = {978-3-86956-508-8}, issn = {2626-3556}, doi = {10.25932/publishup-57083}, url = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-570839}, pages = {215 -- 234}, year = {2022}, abstract = {{\"U}berzeugungen zum Lehren und Lernen sind als Teil der professionellen Kompetenz von Lehrkr{\"a}ften bereits im Lehramtsstudium relevant und haben insbesondere in l{\"a}ngeren Praxisphasen Entwicklungspotenzial. Welche Faktoren f{\"u}r die Entwicklung von {\"U}berzeugungen in Praxisphasen von Bedeutung sind, ist bislang aber nur unzureichend erforscht. In Interviews haben wir N = 16 Studierende befragt, welche Lerngelegenheiten f{\"u}r die Entwicklung ihrer {\"U}berzeugungen im Praxissemester eine Rolle spielten. Dabei konnten wir mittels Inhaltsanalyse vier {\"u}bergeordnete Faktoren identifizieren: die universit{\"a}re Lernbegleitung, die Mentorinnen und Mentoren, die Sch{\"u}lerinnen und Sch{\"u}ler und die Reflexion eigener Unterrichtserfahrungen. Den Faktoren wurden untergeordnete Faktoren (z. B. Hospitationen durch Universit{\"a}tsdozierende) zugeordnet und es wird dargestellt, warum und unter welchen Umst{\"a}nden diese Lerngelegenheiten f{\"u}r die Entwicklung der {\"U}berzeugungen aus Studierendensicht relevant sind.}, language = {de} } @phdthesis{Zaruba2020, author = {Zaruba, Nicole}, title = {Die Entwicklung von Lehrer{\"u}berzeugungen im Potsdamer Praxissemester}, school = {Universit{\"a}t Potsdam}, pages = {viii, 195}, year = {2020}, language = {de} } @article{Wyschkon1996, author = {Wyschkon, Uwe}, title = {Ergebnisse und Probleme der Potsdamer Abiturstufenforschung}, series = {LLF-Berichte / Universit{\"a}t Potsdam, Zentrum f{\"u}r Lehrerbildung}, volume = {14}, journal = {LLF-Berichte / Universit{\"a}t Potsdam, Zentrum f{\"u}r Lehrerbildung}, issn = {0945-294X}, url = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus-4869}, year = {1996}, language = {de} } @article{Wyschkon1994, author = {Wyschkon, Uwe}, title = {Zur Gestaltung der Lernt{\"a}tigkeit unter dem Aspekt der Bef{\"a}higung zum wissenschaftlichen Arbeiten und Studieren in der gymnasialen Oberstufe}, series = {LLF-Berichte / Universit{\"a}t Potsdam, Zentrum f{\"u}r Lehrerbildung}, volume = {8}, journal = {LLF-Berichte / Universit{\"a}t Potsdam, Zentrum f{\"u}r Lehrerbildung}, issn = {0945-294X}, url = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus-4545}, year = {1994}, language = {de} } @article{WulffBuschhueterWestphaletal.2020, author = {Wulff, Peter and Buschh{\"u}ter, David and Westphal, Andrea and Nowak, Anna and Becker, Lisa and Robalino, Hugo and Stede, Manfred and Borowski, Andreas}, title = {Computer-based classification of preservice physics teachers' written reflections}, series = {Journal of science education and technology}, volume = {30}, journal = {Journal of science education and technology}, number = {1}, publisher = {Springer}, address = {Dordrecht}, issn = {1059-0145}, doi = {10.1007/s10956-020-09865-1}, pages = {1 -- 15}, year = {2020}, abstract = {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.}, language = {en} } @article{WulffBuschhueterWestphaletal.2022, author = {Wulff, Peter and Buschh{\"u}ter, David and Westphal, Andrea and Mientus, Lukas and Nowak, Anna and Borowski, Andreas}, title = {Bridging the gap between qualitative and quantitative assessment in science education research with machine learning}, series = {Journal of science education and technology}, volume = {31}, journal = {Journal of science education and technology}, number = {4}, publisher = {Springer}, address = {Dordrecht}, issn = {1059-0145}, doi = {10.1007/s10956-022-09969-w}, pages = {490 -- 513}, year = {2022}, abstract = {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.}, language = {en} } @article{WrightWachsYanagidaetal.2022, author = {Wright, Michelle F. and Wachs, Sebastian and Yanagida, Takuya and Sevcikova, Anna and Dedkova, Lenka and Bayraktar, Fatih and Aoyama, Ikuko and Kamble, Shanmukh and Mach{\´a}čkov{\´a}, Hana and Li, Zheng and Soudi, Shruti and Lei, Li and Shu, Chang}, title = {Coping with Public and Private Face-to-Face and Cyber Victimization among Adolescents in Six Countries}, series = {International journal of environmental research and public health}, volume = {19}, journal = {International journal of environmental research and public health}, number = {21}, publisher = {MDPI}, address = {Basel}, issn = {1661-7827}, doi = {10.3390/ijerph192114405}, pages = {11}, year = {2022}, abstract = {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.}, language = {en} } @article{WrightWachsHuangetal.2022, author = {Wright, Michelle F. and Wachs, Sebastian and Huang, Zheng and Kamble, Shanmukh V. and Soudi, Shruti and Bayraktar, Fatih and Li, Zheng and Lei, Li and Shu, Chang}, title = {Longitudinal associations among Machiavellianism, popularity goals, and adolescents' cyberbullying involvement}, series = {The journal of genetic psychology : research and theory on human development}, volume = {183}, journal = {The journal of genetic psychology : research and theory on human development}, number = {5}, publisher = {Routledge, Taylor \& Francis Group}, address = {Abingdon}, issn = {0022-1325}, doi = {10.1080/00221325.2022.2095251}, pages = {482 -- 493}, year = {2022}, abstract = {Drawing on the social-ecological perspective, this longitudinal study investigated the potential moderating effect of gender in the relationships among Machiavellianism, popularity goals, and cyberbullying involvement (i.e. victimization, perpetration) among adolescents from China, Cyprus, India, and the United States. There were 2,452 adolescents (M-age = 14.85; SD = .53; 13-16 years old; 49.1\% girls) from China, Cyprus, India, and the United States included in this study. They completed surveys on Machiavellianism, popularity goals, and cyberbullying victimization and perpetration during the fall of 2014 (Time 1). One year later, during the fall of 2015, adolescents completed surveys on cyberbullying victimization and perpetration. Findings revealed that Machiavellianism and popularity goals were both associated positively with Time 2 cyberbullying victimization and perpetration for all adolescents. The associations between Machiavellianism and Time 2 cyberbullying perpetration and between popularity goals and Time 2 cyberbullying perpetration were stronger for Chinese and Indian boys than girls. Opposite patterns were found for popularity goals and Time 2 cyberbullying perpetration for adolescents from the United States. Gender did not moderate any of the associations for Cypriot adolescents or for Time 2 cyberbullying victimization. The social-ecological perspective provides a useful understanding of how various contexts influence bullying.}, language = {en} }