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…

Traditional authentic assessment tasks are frequently tied to future work and enmeshed in neoliberal and capitalist visions of education. We advocate an alternative approach where authenticity signifies meaningful learning outside the confines of the classroom to promote deep learning that 'sticks'. We proffer an understanding of "assessment…

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…

Studies reporting flexible assessment strategies and their impact across different modes of study remain limited with little emphasis placed on the role these arrangements play in devising authentic assessment processes. This paper synthesises recent research work depicting flexible design principles and practice strategies for how educators might…

This paper explores the policy, pedagogy, and practice affordances and constraints of teacher education as an environment to develop pre-service teachers' antiracism commitments. Through critical analysis of interviews with pre-service teachers and teacher educators at three social justice-oriented teacher preparation programs, research findings…

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…

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…

Teacher candidates are called on to create effective lesson plans to implement during their student teaching semester, and certain components of lesson plans are recognized as particularly significant. Viewing lesson plans as the foundation for impactful instruction, it is necessary for teacher candidates to have skills in evaluating their plans…

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,…