To effectively avoid subjective bias in manual evaluation. This article proposes a MIDI piano teaching performance evaluation method based on bidirectional LSTM. This method utilizes a three-layer bidirectional LSTM neural network mechanism to make it easier for the model to capture useful information. In addition, the Spark clustering training…

This report describes initial findings from a study conducted across three California school districts during the 2021-22 school year of science curriculum materials that were designed to promote learning as called for by the Next Generation Science Standards (NGSS). The study, led by WestEd, was an independent randomized controlled trial to…

Undergirded by "economic theory of the principal-agent problem", the study investigated secondary school teachers' perception of the influence of large-scale testing accountability on teaching and learning. Cross-sectional survey design was used. Simple random sampling was also employed to select 200 teachers for this study. The…

This study examines the beliefs and practices regarding performance assessment among Korean English teachers in secondary schools. A survey was conducted with 109 teachers using a 52-item online questionnaire to investigate the extent to which teachers' beliefs align with their instructional practices and to categorize them based on these…

This research aims to thoroughly explore how authentic assessment methods, designed to emulate real-life challenges, contribute to enhancing the abilities of students to construct logical arguments, critically evaluate evidence, and articulate thoughts coherently in writing. In order to achieve the stated objective, a qualitative research design…

Performance assessment through problem-solving or problem-posing provides benefits in learning mathematics. This study aims to obtain empirical evidence about the effects of performance assessment and metacognition on senior high school students' mathematics achievement. A quasi-experimental method was employed to engage 163 students in four…

Integrated Performance Assessments (IPAs) are increasingly prevalent in world language instruction. While researchers have investigated various dimensions of IPAs, only one previous study has analyzed the discursive content of associated teacher-learner co-constructive feedback sessions (Adair-Hauck & Troyan, 2013). The present study examines…

Theoretical studies and perspectives have argued that humanities positively influence art and design learning performance, yet little study has tested this argument empirically. Further than testing the impact of humanities on art and design learning performance, the present study explores how humanities influence art and design learning…

The edTPA is an educative performance assessment designed to assess teacher readiness. It has gained momentum across the country; yet, it has often met with resistance from educators in various roles. This study addressed the gap in edTPA literature by exploring new teachers' perceptions of the assessment as an educative and efficacious tool. The…

Although there is no globally accepted definition to guide micro-credential activity in higher education, many seek to boost the employability prospects of earners. To do this well, micro-credentials need to indicate skills and competencies. Assessment ensures those skills and competencies are verified, enabling trust and communication in the…

We used a multiple baseline across strategies design to determine the effect of technology-enhanced performance-based feedback on parent's use of preventive strategies to address children's challenging behaviors for two parent--child dyads. A father, mother, and each of their young children participated. We also measured associated child outcomes…

Through an extended commentary on the empirical articles in this special issue 'Signature Assessment and Feedback Practices in the Disciplines' we elaborate the concepts of signature assessment and signature feedback practices by developing a new taxonomy of their elements. We propose that signature assessments focus on conceptual,…

Purpose: The purpose of this study was to establish any difference in terms of game performance and game involvement using Sport Education (SE) or a combined use of SE and Teaching Games for Understanding (TGfU). In a bid to facilitate future implementation of these models, the study provides a rich description of the pedagogies arising during…

Using a holistic, interpretive qualitative ethnographic approach, this study explored the pedagogical practices of traditional educational systems in Ethiopia and their implications for contemporary education practices. Qualitative data (ethnographic observations, informal interactions and semi structured interviews) were gathered over a 3-month…

Signature pedagogies are widely used in professional education to prepare students for the complex and unpredictable nature of professional work. We argue that assessment moments involving professional artefacts contribute to the evaluation and formation of professional knowledge, skills and moral understandings -- and thus to the signature of the…