scholarly journals Designing in Context: Reaching Beyond Usability in Learning Analytics Dashboard Design

2019 ◽  
Vol 6 (2) ◽  
Author(s):  
June Ahn ◽  
Fabio Campos ◽  
Maria Hays ◽  
Daniela Digiacomo

Researchers and developers of learning analytics (LA) systems are increasingly adopting human-centred design (HCD) approaches, with growing need to understand how to apply design practice in different educational settings. In this paper, we present a design narrative of our experience developing dashboards to support middle school mathematics teachers’ pedagogical practices, in a multi-university, multi-school district, improvement science initiative in the United States. Through documentation of our design experience, we offer ways to adapt common HCD methods — contextual design and design tensions — when developing visual analytics systems for educators. We also illuminate how adopting these design methods within the context of improvement science and research–practice partnerships fundamentally influences the design choices we make and the focal questions we undertake. The results of this design process flow naturally from the appropriation and repurposing of tools by district partners and directly inform improvement goals.

2021 ◽  
Author(s):  
Ileana A. Gonzalez ◽  
Raven K. Cokley

Historically, counseling programs in the United States have been rooted in whiteness and white supremacy. Despite this historical context, counseling programs fail to teach students about the varied ways that anti-Blackness and systemic racism show up in society, classrooms, and clinical settings. Given the systemic murders of Black folks by the state, the health disparities highlighted by the COVID-19 pandemic, and the refusal of white voters to abandon white supremacist patriarchy in the 2020 presidential election, the counseling field must reconsider how it prepares trainees to embrace anti-racism in their personal and professional lives. The purpose of this article is to propose a core anti-racist counseling course to assist students in developing an anti-racist counseling identity including pedagogical practices, course learning objectives and assignments. Implications will be provided for counselor preparation programs, counseling students, and counselor educators to employ.


2013 ◽  
Vol 10 (2) ◽  
pp. 253-280
Author(s):  
Maria Luisa Parra

The purpose of this article is to describe the methodology and pedagogical practices of an advanced language course, Spanish and the Community,that addresses the strengths and needs of both Spanish heritage language learners and foreign language learners in classrooms that contain both populations, i.e., in mixed classrooms. Focused on the Latino experience in the United States, the course’s main goals are to advance translingual competence, transcultural critical thinking, and social consciousness in both groups of students. Three effective and interrelated pedagogical approaches are proposed: (a) community service as a vehicle for social engagement with the Latino community; (b) the multiliteracies approach (New London Group,1996), with emphasis on work with art; and (c) border and critical pedagogy drawn from several authors in the heritage language field (Aparicio, 1997; Correa, 2011; Ducar, 2008; Irwin, 1996; Leeman, 2005; Leeman &Rabin, 2001; Martínez &Schwartz, 2012) and from Henry Giroux and Paulo Freire’s work. The effectiveness of this combined approach is demonstrated in students’ final art projects, in which they: (a) critically reflect on key issues related to the Latino community; (b) integrate knowledge about the Latino experience with their own personal story; (c) become aware of their relationship to the Latino community; and (d) express their ideas about their creative artifact in elaborated written texts in Spanish (the project’s written component).


10.28945/2227 ◽  
2015 ◽  
Vol 14 ◽  
pp. 161-178 ◽  
Author(s):  
Dana Ruggiero ◽  
Christopher J. Mong

Previous studies indicated that the technology integration practices of teachers in the classroom often did not match their teaching styles. Researchers concluded that this was due, at least partially, to external barriers that prevented teachers from using technology in ways that matched their practiced teaching style. Many of these barriers, such as professional support and access to hardware and software, have been largely diminished over the last twenty years due to an influx of money and strategies for enhancing technology in primary and secondary schools in the United States. This mixed-methods research study was designed to examine the question, “What technology do teachers use and how do they use that technology to facilitate student learning?” K-12 classroom teachers were purposefully selected based on their full-time employment in a public, private, or religious school in a Midwestern state in the United States, supported by the endorsement of a school official. There were 1048 teachers from over 100 school corporations who completed an online survey consisting of six questions about classroom technology tools and professional development involving technology. Survey results suggest that technology integration is pervasive in the classroom with the most often used technology tool identified as PowerPoint. Moreover, teachers identified that training about technology is most effective when it is contextually based in their own classroom. Follow-up interviews were conducted with ten percent (n=111) of the teachers in order to examine the relationship between teachers’ daily classroom use of technology and their pedagogical practices. Results suggest a close relationship; for example, teachers with student-centric technology activities were supported by student-centric pedagogical practices in other areas. Moreover, teachers with strongly student-centered practices tended to exhibit a more pronounced need to create learning opportunities with technology as a base for enhancing 21st century skills in students. Teachers indicated that external barriers do exist that impact technology integration, such as a lack of in-service training, a lack of available technology, and restricted curriculum, but that overcoming internal barriers, including personal investment in technology, attitude towards technology, and peer support, were a bigger indicator of success. Recommendations are made for restructuring professional development on strategies for contextualizing technology integration in the classroom.


2010 ◽  
Vol 8 (1) ◽  
Author(s):  
Nathaniel M. Rickles ◽  
Todd A. Brown ◽  
Melissa S. McGivney ◽  
Margie E. Snyder ◽  
Kelsey A. White

2017 ◽  
Vol 4 (3) ◽  
Author(s):  
Simon Knight ◽  
Alyssa Friend Wise ◽  
Bodong Chen

Learning is a process that occurs over time: We build understanding, change perspectives, and develop skills over the course of extended experiences. As a field, learning analytics aims to generate understanding of, and support for, such processes of learning. Indeed, a core characteristic of learning analytics is the generation of high-resolution temporal data about various types of actions. Thus, we might expect study of the temporal nature of learning to be central in learning analytics research and applications. However, temporality has typically been underexplored in both basic and applied learning research. As Reimann (2009) notes, although “researchers have privileged access to process data, the theoretical constructs and methods employed in research practice frequently neglect to make full use of information relating to time and order” (p. 239). Typical approaches to analysis often aggregate across data due to a collection of conceptual, methodological, and operational challenges. As described below, insightful temporal analysis requires (1) conceptualising the temporal nature of learning constructs, (2) translating these theoretical propositions into specific methodological approaches for the capture and analysis of temporal data, and (3) practical methods for capturing temporal data features and using analyses to impact learning contexts. There is a pressing need to address these challenges if we are to realize the exciting possibilities for temporal learning analytics.


2017 ◽  
Vol 50 (5) ◽  
pp. 435-460 ◽  
Author(s):  
Matthew A. M. Thomas

Research on Teach For America (TFA) continues to grow, but scant scholarship has explored the experiences of its corps members working in special education in urban schools. As teachers who require in-depth knowledge of legal and liability processes as well as effective pedagogical practices, corps members in special education positions have significant demands placed on them that often lie beyond the roles and responsibilities of other TFA teachers. This article therefore focuses on the experiences of five TFA corps members placed in special education as it explores their critical reflections about the minimal preparation and support they received from TFA. In light of recent special education initiatives launched by TFA, the article raises questions about the continued involvement of TFA in the field of special education and its ability to adequately prepare corps members for the unique responsibilities served by special education teachers in the United States.


2015 ◽  
Vol 115 (1) ◽  
pp. 105-120 ◽  
Author(s):  
John P. Elia ◽  
Jessica Tokunaga

Purpose – The purpose of this paper is to examine how school-based sexuality education has had a long and troubled history of exclusionary pedagogical practices that have negatively affected such populations as lesbian, gay, bisexual, trans, queer (LGBTQ) individuals, people of color, and the disabled. The social ecological model is introduced as a way of offering sexuality educators and school administrators a way of thinking more broadly about how to achieve sexual health through sexuality education efforts inside and outside of the school environment. Design/methodology/approach – This paper uses critical analysis of current and historical school-based sexuality education methods and curricula used in the USA. Authors use both academic journals and their own expertise/experience teaching sexuality education in the USA to analyze and critique the sources of sexuality education information and curricula used in schools. Findings – Historically, sexuality education in school settings in the USA has been biased and has generally not offered an educational experience fostering sexual health for all students. There are now welcome signs of reform and movement toward a more inclusive and progressive approach, but there is still some way to go. Sexuality education programs in schools need to be further and fundamentally reformed to do more to foster sexual health particularly for LGBTQ individuals, students of color, and people with disabilities. Practical implications – This paper offers sexuality educators ways of addressing structural issues within the sexuality education curriculum to better serve all students to increase the quality of their sexual health. Integrating critical pedagogy and anti-oppressive education can increase students’ sexual health along physical, social, emotional, intellectual, and spiritual dimensions. Originality/value – This paper provides historical analysis along with the identification of structural difficulties in the sexuality education curriculum and proposes both critical pedagogy and anti-oppressive education as ways of addressing sex and relationships education.


2014 ◽  
Vol 4 (1) ◽  
pp. 31-39 ◽  
Author(s):  
Rose Borunda ◽  
Crystal Martinez-Alire

American Indian cultural traditions and practices are presented for their merit in promoting student learning within the K-12 educational system. Spe-cific culturally imbedded practices are provided as examples by which student learning can be enhanced while honoring First Nation’s teaching and learn-ing practices. Five developmental theorists noted in this concept paper speak to pedagogical practices that are in alignment with American Indian cultural orientations and that support their inherent value for application in the classroom. This paper asserts that by valuing and promoting American Indian culture and practices in the K-12 curriculum, that the United States would make greater strides in not only affect-ing the achievement gap, but in taking steps toward equity and achieving social justice goals.


2012 ◽  
Vol 6 (1) ◽  
pp. 273-298 ◽  
Author(s):  
Patricia Martínez-Álvarez ◽  
María Paula Ghiso ◽  
Isabel Martínez

Research documents the benefits of implementing pedagogical practices that foster creativity in order to prepare students for a changing future and to meet the needs of emergent bilingual learners. Designing pedagogical invitations that make room for creativity is especially urgent given educational policies in the United States which privilege decontextualized, standardized learning aimed at "testable" skills, often in opposition to more expansive multilingual and multimodal learning opportunities. The current study explores how multimodal literacy experiences grounded in bilingual learners’ sociocultural realities stimulated creativity and allowed students to demonstrate and practice their creative abilities.


Author(s):  
Yasamin Bolourian ◽  
Ainsley Losh ◽  
Narmene Hamsho ◽  
Abbey Eisenhower ◽  
Jan Blacher

AbstractTo identify target areas for professional development, this mixed-methods study examined general education teachers’ perceptions of autism and pedagogical practices in early elementary classrooms in the United States. In focus groups, teachers (N = 18) identified terms they associated with autism and strategies they used for inclusion and relationship building. Participants systematically free-listed and ranked their responses to three prompts. Using ranked responses, saliency scores were calculated to assess the perceived importance and frequency of responses. Teachers’ most salient perceptions of autism (e.g., social difficulties, focused/fixed interests) revealed an awareness of core symptoms. Salient inclusion practices included assigning special classroom responsibilities and showcasing student talents; salient relationship-building strategies included embracing students’ special interests and engaging in one-on-one time. Implications for teacher trainings are discussed.


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