Using 9-1-1 call data and the space–time permutation scan statistic for emergency event detection

During medium to large-scale emergency events such as fires or earthquakes, emergency response teams must be deployed to the location of the event in a timely fashion. Information gathered from 9-1-1 call makers is useful for this, but is not always accurate. In this paper, we show how the space–time permutation scan statistic can be used to detect the presence and location of such events by monitoring the overall spatiotemporal pattern of 9-1-1 emergency calls instead. In an analysis of collected 9-1-1 call data, top detected clusters were found to correlate with emergency events as reported on the news, showing the algorithm's usefulness for automatically estimating their location and temporal extent. We show how the detection procedure works in cases where the emergency event generates a small but statistically significant increase in the number of 9-1-1 calls, as well as cases where events must be detected against a large background activity of 9-1-1 calls. We discuss the possible adoption of the proposed algorithm within the next generation digital government framework.     

Are educational preschool apps designed to teach? An analysis of the app market

Over half of educational apps on mobile-app markets are for preschoolers, but little research has examined whether the designs of preschool apps are truly educational. Preschoolers process information differently from older learners (i.e., shorter attention spans), so app designs should be guided by developmental science. This content analysis of popular Apple and Android math and literacy preschool apps uses a developmental framework to code and analyze apps’ educational features. Findings show a wide variety of features apps used. However, few provided developmentally appropriate guidance, like scaffolded feedback. This study offers insights for improving apps to meaningfully teach preschoolers.     

Improving Achievement Using Digital Pedagogy: Impact of a Research Practice Partnership in New Zealand

This present study reports the impact of a research–practice partnership among nine collaborating schools and researchers in Auckland, New Zealand. The goals of the partnership were to refine digital instruction in ways that would result in improved learning processes and achievement. The partners employed a design-based research approach to iteratively develop and test changes to the pedagogy. Results indicate moderate to large effect sizes in writing, and small effect sizes in reading and mathematics. Results also indicate increasing effects over time in reading and writing, but not in mathematics. Educational effects included greater use of discussions by teachers and greater use of open-ended activity types. These outcomes are discussed in relation to features of the partnership as well as digital pedagogy.     

Lie-telling as a mode of antisocial action: Children’s lies and behavior problems

Despite the fact that lie-telling is a common concern among parents, clinicians, and professionals, there has been little systematic investigation of the lies that children tell in relation to their problematic behaviors, nor of other social factors that may influence this relation. This study explored the relation between children’s problem behaviors and their lie-telling in two studies. The first examined whether children would tell an antisocial lie to an unfamiliar adult to conceal cheating behavior. The second analyzed the relation between children’s problem behaviors, parenting styles, and the frequency of lies reported by parents over two weeks at home. Results suggest that children with higher levels of behavior problems are more likely to tell an antisocial lie to an unfamiliar adult and have a higher frequency of parent-reported lies. Results also indicate that parenting approaches moderate the relation between behavior problems and the frequency of lies that parents report.     

Teacher and administrator perceptions of gender in the classroom

Gendered stereotypes persist in American classrooms despite efforts to create equitable learning environments. Within this qualitative study, we examined both teachers’ and administrators’ perceptions of gender in the classroom and present the data of the continued gender bias among some educators in their own words. The data showed teachers and administrators attributed conflict styles based upon gender and consistently reference boys conflict resolution style as “over quickly” in contrast to girls conflict resolution style. Likewise, participants’ gendered perceptions extended to the kinds of feedback they expected girls and boys to prefer. Additionally, our findings show that participants misunderstood or lacked knowledge of scientifically sound research and participants described changing the curriculum in a single-sex class/school to use stereotypical topics and activities for student engagement. The authors suggest this data should open a discussion between education scholars and practitioners to help align current knowledge about gender and development and implications of stereotypes for classroom practice.     

Financing universal primary education: An analysis of official development assistance in fragile states

At existing rates of progress, fragile states represent those countries most at-risk of failing to achieve universal primary education. It is estimated that around a third of the world's out of school children live in countries where the state faces severe development challenges instigated and perpetuated by weak institutional capacity, poor governance, political instability, or the legacy effects of past conflict. Typically, fragile states have the most difficulty in mobilising domestic resources to finance national education strategies and, consequently, rely heavily on other sources of educational investment. This paper examines the provision of development aid within a group of 52 low-income countries, and concludes that despite the international commitment to universal primary education, the prevailing attitude of selectively allocating aid to ‘good performers’ has led to education in fragile states being sidelined by the development community.     

Ethics-in-practice in fragile contexts: Research in education for displaced persons,refugees and asylum seekers

The rising numbers of forcibly displaced peoples on the move globally, and the challenges with providing access to education, reflect the shifting and complex times that we live in. Even though there has been a proliferation in educational research in the context of forced migration, in line with the increasing number of forced migrants, there has not been a commensurate focus on unpicking the increasingly complex ethical conditions within which researchers and participants operate. To examine this issue, the article provides three narrated accounts by researchers in this field and explores the interaction of researcher and author-researcher voice to critically appraise their research experience and identify critical reflections of understanding of ethics-in-practice in fragile contexts. These narratives are framed by the CERD (consequential, ecological, relational and deontological) ethical appraisal framework, which explores ethical thinking through four ethical lenses. The article contributes to a deeper understanding of ethics-in-practice as a central dimension in educational research. The implications of this work show how a one-size-fits-all approach to ethical appraisal is inappropriate for socially just educational research. This work also illustrates the importance of attending to relationships and voice of the forcibly displaced, both of which are often lacking in educational research in fragile contexts.