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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.
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.
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.
Die Sekundarstufe ist gekennzeichnet durch eine Sequenz von Übergängen, an denen Ungleichheiten durch Leistungsdisparitäten (primäre Effekte) und Bildungsentscheidungen (sekundäre Effekte) nach sozialer Herkunft relevant werden. Diese Herkunftseffekte werden mit dem vorliegenden Beitrag erstmals anhand von Daten einer vollständigen Schülerkohorte (Hamburger KESS-Studie) über den gesamten Verlauf der Sekundarstufe vom Übergang ins Gymnasium bis zur Studienintention analysiert. Eine Dekomposition und Quantifizierung primärer und sekundärer Effekte mit der KHB-Methode erfolgt dabei erstmals auch für den Eintritt in die Oberstufe. Abnehmende absolute Herkunftseffekte über den Bildungsverlauf, auf die bisherige Befunde verschiedener Stichproben verweisen, können mit dieser Studie zum Teil bestätigt werden. Zum vermuteten relativen Bedeutungszuwachs sekundärer Effekte zeigen die Ergebnisse kein eindeutiges Muster: Beim Wechsel ins Gymnasium überwiegen primäre Effekte leicht, wenn Noten als Leistungsindikator verwendet werden. Beim Eintritt in die Oberstufe bleibt die Relation nahezu unverändert. Erst bei der Studienintention fällt die relative Bedeutung sekundärer Effekte größer aus.
Die Forschung zur Lehrerfortbildung weist darauf hin, dass zeitliche Einschränkungen eine Barriere für die Teilnahme an Fortbildungen darstellen. Insbesondere die Unvereinbarkeit der Arbeitszeit mit dem Zeitpunkt des Fortbildungsangebotes wird von Lehrkräften als hinderlich wahrgenommen. Welche zeitlichen Merkmale das Fortbildungsangebot für Lehrkräfte aufweist und ob diese
im Zusammenhang mit der Fortbildungsteilnahme von Lehrkräften stehen, fand bisher wenig Berücksichtigung. Die vorliegende Studie verfolgt daher das Ziel, zeitliche Merkmale des Fortbildungsangebotes für Lehrkräfte zu beschreiben und ihre Vorhersagekraft für die Fortbildungsteilnahme zu untersuchen. Die Daten hierfür stammen aus der elektronischen Datenbankfür Lehrerfortbildungen des Landes Brandenburg im akademischen Jahr 2016/2017. Der Datensatz umfasst 1330 schulexterne Lehrerfortbildungen staatlicher Anbieter. Die Ergebnisse zeigen, dass Dauer und Zeitpunkt einer Fortbildungsveranstaltung prädiktiv für die Teilnahme der Lehrkräfte sind. Die Befunde erweitern damit den Diskurs zu Bedingungen des beruflichen Lernens von
Lehrkräften und liefern Implikationen für eine passgenaue Fortbildungsplanung.
Die Forschung zur Lehrerfortbildung weist darauf hin, dass zeitliche Einschränkungen eine Barriere für die Teilnahme an Fortbildungen darstellen. Insbesondere die Unvereinbarkeit der Arbeitszeit mit dem Zeitpunkt des Fortbildungsangebotes wird von Lehrkräften als hinderlich wahrgenommen. Welche zeitlichen Merkmale das Fortbildungsangebot für Lehrkräfte aufweist und ob diese im Zusammenhang mit der Fortbildungsteilnahme von Lehrkräften stehen, fand bisher wenig Berücksichtigung. Die vorliegende Studie verfolgt daher das Ziel, zeitliche Merkmale des Fortbildungsangebotes für Lehrkräfte zu beschreiben und ihre Vorhersagekraft für die Fortbildungsteilnahme zu untersuchen. Die Daten hierfür stammen aus der elektronischen Datenbank für Lehrerfortbildungen des Landes Brandenburg im akademischen Jahr 2016/2017. Der Datensatz umfasst 1330 schulexterne Lehrerfortbildungen staatlicher Anbieter. Die Ergebnisse zeigen, dass Dauer und Zeitpunkt einer Fortbildungsveranstaltung prädiktiv für die Teilnahme der Lehrkräfte sind. Die Befunde erweitern damit den Diskurs zu Bedingungen des beruflichen Lernens von Lehrkräften und liefern Implikationen für eine passgenaue Fortbildungsplanung.
German orthography systematically marks all nouns (even other nominalized word classes) by capitalizing their first letter. It is often claimed that readers benefit from the uppercase-letter syntactic and semantic information, which makes the processing of sentences easier (e.g., Bock et al., 1985, 1989). In order to test this hypothesis, we asked 54 German readers to read single sentences systematically manipulated by a target word (N). In the experimental condition (EXP), we used semantic priming (in the following example: sick -> cold) in order to build up a strong expectation of a noun, which was actually an attribute for the following noun (N+1) (translated to English e.g., "The sick writer had a cold (N) nose (N+1) ..."). The sentences in the control condition were built analogously, but word N was purposefully altered (keeping word length and frequency constant) to make its interpretation as a noun extremely unlikely (e.g., "The sick writer had a blue (N) nose (N+1) ..."). In both conditions, the sentences were presented either following German standard orthography (Cap) or in lowercase spelling (NoCap). The capitalized nouns in the EXP/Cap condition should then prevent garden-path parsing, as capital letters can be recognized parafoveally. However, in the EXP/NoCap condition, we expected a garden-path effect on word N+1 affecting first-pass fixations and the number of regressions, as the reader realizes that word N is instead an adjective. As the control condition does not include a garden-path, we expected to find (small) effects of the violation of the orthographic rule in the CON/NoCap condition, but no garden-path effect. As a global result, it can be stated that reading sentences in which nouns are not marked by a majuscule slows a native German reader down significantly, but from an absolute point of view, the effect is small. Compared with other manipulations (e.g., transpositions or substitutions), a lowercase letter still represents the correct allograph in the correct position without affecting phonology. Furthermore, most German readers do have experience with other alphabetic writing systems that lack consistent noun capitalization, and in (private) digital communication lowercase nouns are quite common. Although our garden-path sentences did not show the desired effect, we found an indication of grammatical pre-processing enabled by the majuscule in the regularly spelled sentences: In the case of high noun frequency, we post hoc located parafovea-on-fovea effects, i.e., longer fixation durations, on the attributive adjective (word N). These benefits of capitalization could only be detected under specific circumstances. In other cases, we conclude that longer reading durations are mainly the result of disturbance in readers' habituation when the expected capitalization is missing.
Becoming Canadian
(2020)
We investigate how economic immigrants in Canada negotiate their identity in the process of "becoming Canadian" through an analysis of public texts. Drawing on the master narrative framework, we examine the interplay between individual and societal narratives as immigrants grapple with the tension between notions of "desirable" immigrants as those that are well integrated professionally and the reality of facing career related barriers. Among those whose success stories align with the master narrative of professional attainment there was little questioning of this expectation, thereby allowing it to remain invisible. Among those who had not (yet) achieved work related success in the receiving country, they tended to engage alternative narratives elaborating on the antecedents, outcomes, and barriers to labor market participation. Despite the countering nature of these alternative narratives, they strengthen the societal expectation of professional success as a key pathway to inclusion, thereby reinforcing the rigidity of this narrative. We contribute to literature on the social construction of national identity by examining the process of becoming national and the role of labor market participation in immigrants' perceptions of inclusion in their new society. Our study highlights the importance of including immigrants' voices in the construction of a more inclusive society, which may aid in breaking down exclusionary narratives of national identity.
Empirische Studien und schulische Rechtsvorschriften betonen die Relevanz von Schulleiter*innen für die Schulentwicklung. Auf diese Aufgabe müssen Schulleiter*innen in Aus- und Fortbildungen vorbereitet werden. Der vorliegende Beitrag untersucht in einem längsschnittlichen Design Effekte der Fortbildungsreihe Werkstatt „Schule leiten“. Die Teilnehmer*innen bewerten die Werkstatt zumeist positiv und es zeigen sich geringe bis moderate Veränderungen in ihrem selbstberichteten beruflichen Handeln. Schulleiter*innen mit wenigen Jahren Leitungserfahrung berichten dabei über die größten Zuwächse. Der Beitrag diskutiert Implikationen für die Forschung und Fortbildung von Schulleiter*innen.
Geht das unter die Haut?
(2020)