scholarly journals Making Sense of Sensemaking: Understanding How K–12 Teachers and Coaches React to Visual Analytics

2021 ◽  
pp. 1-21
Author(s):  
Fabio Campos ◽  
June Ahn ◽  
Daniela K. DiGiacomo ◽  
Ha Nguyen ◽  
Maria Hays

With the spread of learning analytics (LA) dashboards in K--12 schools, educators are increasingly expected to make sense of data to inform instruction. However, numerous features of school settings, such as specialized vantage points of educators, may lead to different ways of looking at data. This observation motivates the need to carefully observe and account for the ways data sensemaking occurs, and how it may differ across K--12 professional roles. Our mixed-methods study reports on interviews and think-aloud sessions with middle-school mathematics teachers and instructional coaches from four districts in the United States. By exposing educators to an LA dashboard, we map their varied reactions to visual data and reveal prevalent sensemaking patterns. We find that emotional, analytical, and intentional responses inform educators’ sensemaking and that different roles at the school afford unique vantage points toward data. Based on these findings, we offer a typology for representing sensemaking in a K--12 school context and reflect on how to expand visual LA process models.

Author(s):  
Kaitlyn Millen ◽  
Paula Wenner Conroy

Abstract Two factors that positively influence success in school and in post-school settings are self-determination and social programs such as expeditions for students with and without disabilities. This mixed methods study examined the benefits of a two-week international expedition to Nepal for adolescents (ages 14-18) with and without disabilities from the United States. The researchers measured self-determination in student participants utilizing the Self-Determination Inventory: Student Report (Shogren et al., 2020) as a pre/post-program measure and the No Barriers USA Program Evaluation (Duerden et al., 2016) as post-program measure. Twelve adolescents and four adult leaders who participated in the international expedition were interviewed to determine their perceptions of the benefits for students. The self-determination scores of student participants significantly increased (p = .007) after participation in the two-week expedition. Four major themes emerged from the data: disability and identity, self-determination growth, accessing supports, and sense of purpose. Using a mixed methods approach, we compared and integrated findings that support previous studies indicating that social programs increase self-determination skills. Implications for practice and future research are discussed.


2010 ◽  
Vol 14 (4) ◽  
Author(s):  
Anthony G Picciano ◽  
Jeff Seaman ◽  
I. Elaine Allen

The purpose of this article is to examine online learning at the macro level in terms of its impact on American K-12 and higher education. The authors draw on six years of data that they have collected through national studies of online learning in American education as well as related research to do a critical and balanced analysis of the evolution of online learning in the United States and to speculate where it is going. Their collection of data represents some of the most extensive research examining online learning in the totality of K-20 education. Issues related to the growth of online learning, institutional mission, student access, faculty acceptance, instructional quality, and student satisfaction are explored. Of particular importance is an attempt to determine if online learning is in fact transforming American education in its essence and to speculate on the future.


2021 ◽  
pp. 109830072110033
Author(s):  
Amy M. Briesch ◽  
Sandra M. Chafouleas ◽  
Jennifer N. Dineen ◽  
D. Betsy McCoach ◽  
Aberdine Donaldson

Research conducted to date provides a limited understanding of the landscape of school-based screening practices across academic, behavioral, and health domains, thus providing an impetus for the current survey study. A total of 475 K–12 school building administrators representing 409 unique school districts across the United States completed an online survey, which assessed current school-based screening practices across domains from the point of data collection to intervention selection. Whereas 70% to 81% of the respondents reported the use of universal screening across health and academic domains, respectively, only 9% of the respondents endorsed the use of universal social, emotional, and behavioral screening. In addition, discrepancies were identified across domains with regard to such factors as (a) who reviews screening data, (b) how screening data are used to determine student risk, and (c) how interventions are designed for those students demonstrating risk. The lack of consensus in practice calls for dissemination concerning best practices in the implementation of social, emotional, and behavioral screening; risk identification; and Tier 1 intervention.


2021 ◽  
pp. 105984052110263
Author(s):  
Ashley A. Lowe ◽  
Joe K. Gerald ◽  
Conrad Clemens ◽  
Cherie Gaither ◽  
Lynn B. Gerald

Schools often provide medication management to children at school, yet, most U.S. schools lack a full-time, licensed nurse. Schools rely heavily on unlicensed assistive personnel (UAP) to perform such tasks. This systematic review examined medication management among K-12 school nurses. Keyword searches in three databases were performed. We included studies that examined: (a) K-12 charter, private/parochial, or public schools, (b) UAPs and licensed nurses, (c) policies and practices for medication management, or (d) nurse delegation laws. Three concepts were synthesized: (a) level of training, (b) nurse delegation, and (c) emergency medications. One-hundred twelve articles were screened. Of these, 37.5% (42/112) were comprehensively reviewed. Eighty-one percent discussed level of training, 69% nurse delegation, and 57% emergency medications. Succinct and consistent policies within and across the United States aimed at increasing access to emergency medications in schools remain necessary.


2019 ◽  
Vol 53 (1) ◽  
pp. 84-101 ◽  
Author(s):  
Mary Iliadis ◽  
Imogen Richards ◽  
Mark A Wood

‘Newsmaking criminology’, as described by Barak, is the process by which criminologists contribute to the generation of ‘newsworthy’ media content about crime and justice, often through their engagement with broadcast and other news media. While newsmaking criminological practices have been the subject of detailed practitioner testimonials and theoretical treatise, there has been scarce empirical research on newsmaking criminology, particularly in relation to countries outside of the United States and United Kingdom. To illuminate the state of play of newsmaking criminology in Australia and New Zealand, in this paper we analyse findings from 116 survey responses and nine interviews with criminologists working in universities in these two countries, which provide insight into the extent and nature of their news media engagement, and their related perceptions. Our findings indicate that most criminologists working in Australia or New Zealand have made at least one news media appearance in the past two years, and the majority of respondents view news media engagement as a professional ‘duty’. Participants also identified key political, ethical, and logistical issues relevant to their news media engagement, with several expressing a view that radio and television interviewers can influence criminologists to say things that they deem ‘newsworthy’.


2021 ◽  
pp. 003804072199600
Author(s):  
Stephanie L. Canizales

Immigration scholars agree that educational attainment is essential for the success of immigrant youth in U.S. society and functions as a key indicator of how youth will fare in their transition into adulthood. Research warns of downward or stagnant mobility for people with lower levels of educational attainment. Yet much existing research takes for granted that immigrant youth have access to a normative parent-led household, K–12 schools, and community resources. Drawing on four years of ethnographic observations and interviews with undocumented Latinx young adults (ages 18 to 31) who arrived in Los Angeles, California, as unaccompanied youth, I examine the educational meaning making and language learning of Latinx individuals coming of age as workers without parents and legal status. Findings show that Latinx immigrant youth growing up outside of Western-normative parent-led households and K–12 schools and who remain tied to left-behind families across transnational geographies tend to equate education with English language learning. Education—as English language learning—is essential to sobrevivencia, or survival, during their transition to young adulthood as workers and transnational community participants.


Science ◽  
2017 ◽  
Vol 356 (6345) ◽  
pp. 1362-1369 ◽  
Author(s):  
Solomon Hsiang ◽  
Robert Kopp ◽  
Amir Jina ◽  
James Rising ◽  
Michael Delgado ◽  
...  

Estimates of climate change damage are central to the design of climate policies. Here, we develop a flexible architecture for computing damages that integrates climate science, econometric analyses, and process models. We use this approach to construct spatially explicit, probabilistic, and empirically derived estimates of economic damage in the United States from climate change. The combined value of market and nonmarket damage across analyzed sectors—agriculture, crime, coastal storms, energy, human mortality, and labor—increases quadratically in global mean temperature, costing roughly 1.2% of gross domestic product per +1°C on average. Importantly, risk is distributed unequally across locations, generating a large transfer of value northward and westward that increases economic inequality. By the late 21st century, the poorest third of counties are projected to experience damages between 2 and 20% of county income (90% chance) under business-as-usual emissions (Representative Concentration Pathway 8.5).


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