Active Learning in an Inequitable Learning Environment Can Increase the Gender Performance Gap: The Negative Impact of Stereotype Threat

2020 ◽  
Vol 58 (6) ◽  
pp. 430-433
Author(s):  
Alexandru Maries ◽  
Nafis I. Karim ◽  
Chandralekha Singh
2021 ◽  
Vol 8 (1) ◽  
Author(s):  
Hyun Jin Cho ◽  
Michael R. Melloch ◽  
Chantal Levesque-Bristol

Abstract Background Active learning pedagogy has recently received a great deal of attention, and many universities have attempted to create student-centered learning environments to improve students’ academic success. The purpose of this study is to explore the impact of concept-point-recovery (CPR) teaching sessions as an active learning strategy on students’ perceptions of the learning environment, motivation, and academic learning outcomes in an electrical engineering course. To investigate the effectiveness of CPR sessions, students’ perceptions of learning and their performance were compared to those of students in a control classroom. Finally, students’ written comments on the course and instructor were explored in further analysis. Results The quantitative findings revealed that there was a significant change in students’ perceptions of learning after the CPR teaching sessions, and there was an increase in students’ perceptions and learning outcomes compared with those of the control group. In addition, the qualitative findings from students’ written feedback demonstrated that students felt that the instructor cared about students’ learning and success and that they had a positive learning environment. Conclusions CPR teaching sessions can be an alternative model for instructors to connect with students and create supportive environments to help students achieve academic success, which in turn promotes the satisfaction of students’ basic psychological needs and self-determined motivation. Therefore, increasing students’ engagement in their learning processes and making connections with students through CPR teaching sessions can facilitate improvements in students’ motivation and academic success. How this new active learning technique can be applied to higher education is discussed.


2021 ◽  
Vol 12 (1) ◽  
pp. 60-66
Author(s):  
Svetlana Angelova ◽  

The article presents the Nature-based socio-emotional approach and science education for primary school child as a necessary relation on two levels. At the conceptual level the approach is analysed through the prism of the cumulative effects of nature and society to the cognitive and socio-emotional development of the child’s personality: in primary school age cognitive and emotional-volitional mental processes are socially predetermined and have the essence of a result. At the applied level, the Nature-based socio-emotional approach is analysed through active learning in nature as an authentic learning environment – the focus is on the acquisition of knowledge, the formation of cognitive and socio-emotional skills to overcome consumer culture and sustainable development of nature. In this regard, the effects of active learning are viewed in sync with the learning environment, which collectively generate added value to learning and become a kind of „key“ to creating a modern vision of science education in primary school today .


2022 ◽  
Author(s):  
Natali Alfonso Burgos ◽  
Karol Kiš ◽  
Peter Bakarac ◽  
Michal Kvasnica ◽  
Giovanni Licitra

We explore a bilingual next-word predictor (NWP) under federated optimization for a mobile application. A character-based LSTM is server-trained on English and Dutch texts from a custom parallel corpora. This is used as the target performance. We simulate a federated learning environment to assess the feasibility of distributed training for the same model. The popular Federated Averaging (FedAvg) algorithm is used as the aggregation method. We show that the federated LSTM achieves decent performance, yet it is still sub-optimal. We suggest possible next steps to bridge this performance gap. Furthermore, we explore the effects of language imbalance varying the ratio of English and Dutch training texts (or clients). We show the model upholds performance (of the balanced case) up and until a 80/20 imbalance before decaying rapidly. Lastly, we describe the implementation of local client training, word prediction and client-server communication in a custom virtual keyboard for Android platforms. Additionally, homomorphic encryption is applied to provide with secure aggregation guarding the user from malicious servers.


2018 ◽  
Vol 3 (1) ◽  
pp. 40-45
Author(s):  
Fernandes Arung

research aimed to explain the defense of oral interactions in the presence of information and communication technologies such as WhatsApp (WA) as well as to explore some of the positive contributions of WA used in building the Real Life Communication especially in the learning environment. By applying the Exploratory design, this research involved 4 participants from various educational backgrounds as a purposively selected data source indicated as WA users at once. Data were collected through Focus Group Discussion, Interview, and Observation and analyzed by several stages i.e. data reduction, displaying data, categorizing, and verifying and concluding. The results showed that oral interactions can decrease both in the language community and learning environment as the dominant use of WA that is not wise. Nevertheless, the use of WA applications also had some positive contributions in building a real relationship. Finally, the assumption that the negative impact of using the WA application should be able to change the mindset and positive attitude of the scholars in initiating and defending an oral interaction in the learning environment.


2016 ◽  
Vol 93 (6) ◽  
pp. 1020-1026 ◽  
Author(s):  
Camila Aparecida Tolentino Cicuto ◽  
Bayardo Baptista Torres

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