skip to main content


Title: Stitching Together the Experiences of Disabled Kniters
Knitting is a popular craft that can be used to create customized fabric objects such as household items, clothing and toys. Additionally, many knitters fnd knitting to be a relaxing and calming exercise. Little is known about how disabled knitters use and beneft from knitting, and what accessibility solutions and challenges they create and encounter. We conducted interviews with 16 experienced, disabled knitters and analyzed 20 threads from six forums that discussed accessible knitting to identify how and why disabled knitters knit, and what accessibility concerns remain. We additionally conducted an iterative design case study developing knitting tools for a knitter who found existing solutions insufcient. Our innovations improved the range of stitches she could produce. We conclude by arguing for the importance of improving tools for both pattern generation and modifcation as well as adaptations or modifcations to existing tools such as looms to make it easier to track progress  more » « less
Award ID(s):
1907337
NSF-PAR ID:
10299725
Author(s) / Creator(s):
Date Published:
Journal Name:
ACM
ISSN:
0100-6940
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
More Like this
  1. null (Ed.)
    In recent years, studies in engineering education have begun to intentionally integrate disability into discussions of diversity, inclusion, and equity. To broaden and advocate for the participation of this group in engineering, researchers have identified a variety of factors that have kept people with disabilities at the margins of the field. Such factors include the underrepresentation of disabled individuals within research and industry; systemic and personal barriers, and sociocultural expectations within and beyond engineering education-related contexts. These findings provide a foundational understanding of the external and environmental influences that can shape how students with disabilities experience higher education, develop a sense of belonging, and ultimately form professional identities as engineers. Prior work examining the intersections of disability identity and professional identity is limited, with little to no studies examining the ways in which students conceptualize, define, and interpret disability as a category of identity during their undergraduate engineering experience. This lack of research poses problems for recruitment, retention, and inclusion, particularly as existing studies have shown that the ways in which students perceive and define themselves in relation to their college major is crucial for the development of a professional engineering identity. Further, due to variation in defining ‘disability’ across national agencies (e.g., the National Institutes of Health, and the Department of Justice) and disability communities (with different models of disability), the term “disability” is broad and often misunderstood, frequently referring to a group of individuals with a wide range of conditions and experiences. Therefore, the purpose of this study is to gain deeper insights into the ways students define disability and disability identity within their own contexts as they develop professional identities. Specifically, we ask the following research question: How do students describe and conceptualize non-apparent disabilities? To answer this research question, we draw from emergent findings from an on-going grounded theory exploration of professional identity formation of undergraduate civil engineering students with disabilities. In this paper, we focus our discussion on the grounded theory analyses of 4 semi-structured interviews with participants who have disclosed a non-apparent disability. Study participants consist of students currently enrolled in undergraduate civil engineering programs, students who were initially enrolled in undergraduate civil engineering programs and transferred to another major, and students who have recently graduated from a civil engineering program within the past year. Sensitizing concepts emerged as findings from the initial grounded theory analysis to guide and initiate our inquiry: 1) the medical model of disability, 2) the social model of disability, and 3) personal experience. First, medical models of disability position physical, cognitive, and developmental difference as a “sickness” or “condition” that must be “treated”. From this perspective, disability is perceived as an impairment that must be accommodated so that individuals can obtain a dominantly-accepted sense of normality. An example of medical models within the education context include accommodations procedures in which students must obtain an official diagnosis in order to access tools necessary for academic success. Second, social models of disability position disability as a dynamic and fluid identity that consists of a variety of physical, cognitive, or developmental differences. Dissenting from assumptions of normality and the focus on individual bodily conditions (hallmarks of the medical model), the social model focuses on the political and social structures that inherently create or construct disability. An example of a social model within the education context includes the universal design of materials and tools that are accessible to all students within a given course. In these instances, students are not required to request accommodations and may, consequently, bypass medical diagnoses. Lastly, participants referred to their own life experiences as a way to define, describe, and consider disability. Fernando considers his stutter to be a disability because he is often interrupted, spoken over, or silenced when engaging with others. In turn, he is perceived as unintelligent and unfit to be a civil engineer by his peers. In contrast, David, who identifies as autistic, does not consider himself to be disabled. These experiences highlight the complex intersections of medical and social models of disability and their contextual influences as participants navigate their lives. While these sensitizing concepts are not meant to scope the research, they provide a useful lens for initiating research and provides markers on which a deeper, emergent analysis is expanded. Findings from this work will be used to further explore the professional identity formation of undergraduate civil engineering students with disabilities. These findings will provide engineering education researchers and practitioners with insights regarding the ways individuals with disabilities interpret their in- and out-of-classroom experiences and navigate their disability identities. For higher education, broadly, this work aims to reinforce the complex and diverse nature of disability experience and identity, particularly as it relates to accommodations and accessibility within the classroom, and expand the inclusiveness of our programs and institutions. 
    more » « less
  2. Machine knitting is a well-established fabrication technique for complex soft objects, and both companies and researchers have developed tools for generating machine knitting patterns. However, existing representations for machine knitted objects are incomplete (do not cover the complete domain of machine knittable objects) or overly specific (do not account for symmetries and equivalences among knitting instruction sequences). This makes it difficult to define correctness in machine knitting, let alone verify the correctness of a given program or program transformation. The major contribution of this work is a formal semantics for knitout, a low-level Domain Specific Language for knitting machines. We accomplish this by using what we call the "fenced tangle," which extends concepts from knot theory to allow for a mathematical definition of knitting program equivalence that matches the intuition behind knit objects. Finally, using this formal representation, we prove the correctness of a sequence of rewrite rules; and demonstrate how these rewrite rules can form the foundation for higher-level tasks such as compiling a program for a specific machine and optimizing for time/reliability, all while provably generating the same knit object under our proposed semantics. By establishing formal definitions of correctness, this work provides a strong foundation for compiling and optimizing knit programs. 
    more » « less
  3. In this paper, we present a case study with a disabled physics student to draw attention to his experiences in the physics community, and the barriers and supports that he experienced as he advanced through his physics career. Using a methodology of narrative analysis, we identify themes and genres within the stories told by the participant. Narratives are often created to explain the unexpected and to solve a problem. In the physics community, disabled students find their "differences" (i.e., disability/impairments) are often positioned as unexpected and a problem to be solved. We use narrative analysis to humanize disabled physics students and to highlight their lived experiences of progressing through the physics community over their perceived deviation from the physics "norm." From this, we create resources for physics mentors to increase their knowledge of disabled physics students' experiences and how to support accessibility and inclusion in the physics community. 
    more » « less
  4. null (Ed.)
    Systems that augment sensory abilities are increasingly employing AI and machine learning (ML) approaches, with applications ranging from object recognition and scene description tools for blind users to sound awareness tools for d/Deaf users. However, unlike many other AI-enabled technologies these systems provide information that is already available to non-disabled people. In this paper, we discuss unique AI fairness challenges that arise in this context, including accessibility issues with data and models, ethical implications in deciding what sensory information to convey to the user, and privacy concerns both for the primary user and for others. 
    more » « less
  5. Background. While educational change often involves bold talk about disruptive ideas that eventually need to be institutionalized, a critical but often less visible element of sustaining change is work such as maintaining a shared vision, onboarding new people, negotiating small issues in light of department culture, and coordinating big changes with existing efforts. While knowledge about these forms of invisible work exist in other disciplines, these issues seem understudied in engineering education. This work approaches this issue of invisible knowledge with a design orientation, and specifically draws on the field of design-based research. Increasingly, design is recognized as a knowledge producing activity, resulting in insights into generative ways of defining problems, frameworks for generating solutions to problems, examples of what it looks like to connect theory to specific problems. Purpose: As a design effort, this work asks: How might a specific department create a sustainable practice to support the invisible work of coordinating and sustaining change? As a scholarly effort, this instance of design can result in a culminating problem definition, a solution framework, and examples of theory use that represent knowledge contributions. Approach: A mechanical engineering department in a small, private educational institution worked for four months to develop a sustainable practice to support invisible work of coordinating and sustaining change. Following an initial commitment of 60 minutes once every three weeks and 3-hour retreat to explore possibilities, the department then iteratively designed and then carried out sample conversations. Each iteration involved specifying the goals of the conversation, how to have the conversation (the design) and the rationale for connecting the design to the goals. Traces from the process represent the data for this work. Results. Over time, the conversations came to be designed along four dimensions: topic, time allocation, turn-taking, and traces. We have learned that topics that are of immediate relevance to everyone are particularly powerful (initial topics included "being back on campus" and "navigating in-person"). We are currently leveraging a time allocation that devotes the most time to hearing from each participant on the topic, then time for the group to cautiously explore synthesis, and finally time for the group to weigh in on future conversation topics. Approaches to turn-taking have involved decentralization (e.g., each current speaker invites the next speaker) and respect (speakers have a chance to "pass" and then choose the next speaker). Finally, we are experimenting with how to balance the creation of traces as a natural part of the process, such as through real-time transcription in the chat feature of zoom. Undergirding each of these dimensions are connections to the intended goals, connections to relevant theory, and connections to the long-term goal of sustainability. In presenting these ideas, we will focus on how the information being offered connects to the current body of knowledge in engineering education. Conclusion. It is promising to treat the work of department culture as a design problem. The ideas in this framework may serve as inspiration to others seeking to create their own sustainable mechanisms but with different conditions. During the winter and spring of 2022, the approach will be additionally tested via six deployments, and insights will be shared in subsequent publications. 
    more » « less