Managing What We Can Measure: Quantifying the Susceptibility of Automated Scoring Systems to Gaming Behavior

As methods for automated scoring of constructed‐response items become more widely adopted in state assessments, and are used in more consequential operational configurations, it is critical that their susceptibility to gaming behavior be investigated and managed. This article provides a review of research relevant to how construct‐irrelevant response behavior may affect automated constructed‐response scoring, and aims to address a gap in that literature: the need to assess the degree of risk before operational launch. A general framework is proposed for evaluating susceptibility to gaming, and an initial empirical demonstration is presented using the open‐source short‐answer scoring engines from the Automated Student Assessment Prize (ASAP) Challenge.     

Special educational needs and inclusion,moving forward but standing still? A critical reframing of some key issues

This article draws together my thinking in relation to special educational needs and inclusion that have dominated my practice. The article, through the concept of embodiment, revisits, reviews and reframes the key issues of the construction of special educational needs, inclusion and the ideology that binds them together. Through this exploration, I argue we often seem to move forward with policy while in reality standing still in ensuring the ‘success’ of all of our pupils. By critiquing and reframing taken‐for‐granted assumptions and the sacred words ‘success’ and ‘achievement’, this article maps out the future directions of inclusive education. It concludes with a reflection on my first days as a ‘teacher of special educational needs’ and my work to support Kenny, a student with cerebral palsy. This personal reflection maps out a different form of educational success that perhaps could provide a forward momentum to develop more successful inclusive education policy and practice.     

Mapping migrant vernacular discourses: Mestiza consciousness,nomad thought,and Latina/o/x migrant movement politics in the United States

ABSTRACT

This essay reads the Latina/o/x migrant vernacular discourses that emerge out of pro-migrant activism. Anzaldúa’s notion of mestizaje – a logic of border consciousness – is put into conversation with Deleuze’s notion of nomad thought – a logic of movement – to inform a rhetorical strategy for reading the vernacular archive of social movement discourse. The “No Papers, No Fear” is one such social movement that demonstrate the logic of mestizaje/nomadism in their communication strategies. This study illuminates three tensions that define the ways Latina/o/x migrants in the US navigate the spaces of citizenship: tensions between movement/stasis, migrant identity/national identity, and fear/safety.