Matching Items (3)
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- All Subjects: Methodology
- Genre: Doctoral Dissertation
- Creators: Bowers, Nicole
- Creators: Kang, Yun
Description
Network analysis is a key conceptual orientation and analytical tool in the social sciences that emphasizes the embeddedness of individual behavior within a larger web of social relations. The network approach is used to better understand the cause and consequence of social interactions which cannot be treated as independent. The relational nature of network data and models, however, amplify the methodological concerns associated with inaccurate or missing data. This dissertation addresses such concerns via three projects. As a motivating substantive example, Project 1 examines factors associated with the selection of interaction partners by students at a large urban high school implementing a reform which, like many organizational improvement initiatives, is associated with a theory of change that posits changes to the structuring of social interactions as a central causal pathway to improved outcomes. A distinctive aspect of the data used in Project 1 is that it was a complete egocentric network census – in addition to being asked about their own relationships, students were asked about the relationships between alters that they nominated in the self-report. This enables two unique examinations of methodological challenges in network survey data collection: Project 2 examines the factors related to how well survey respondents assess the strength of social connections between others, finding that "informant" competence corresponds positively with their social proximity to target dyad as well as their centrality in the network. Project 3 explores using such third-party reports to augment network imputation methods, and finds that incorporating third-party reports into model-based methods provides a significant boost in imputation accuracy. Together these findings provide important implications for collecting and extrapolating data in research contexts where a complete social network census is highly desirable but infeasible.
ContributorsBates, Jordan T (Author) / Maroulis, Spiro J (Thesis advisor) / Kang, Yun (Thesis advisor) / Frank, Kenneth A. (Committee member) / Arizona State University (Publisher)
Created2019
Description
This dissertation deals with the confluence of neoliberal and dominant Western social pressures in tension with researchers and educators striving toward a more sustainable world in light of the Anthropocene. Although scientists see the Anthropocene as a problem of human activity and environmental degradation, many social scientists and humanities researchers also see it as a problem with entrenched ways of thought. Current ways of thought complicit in the making of the Anthropocene include centering all thought, control, and agency in the radically individual human, centering science as the only legitimate access to knowledge, and presenting that knowledge as apolitical absolute truth. I engage in research creation activated by the minor gestures of human/nature entanglement in the Anthropocene and the promise of place in environmental and sustainability education. As such, I embark on the invention of a new ecology of practices that takes the process philosophy of Alfred North Whitehead as their guiding foundation. As part of this invention circumventing normative neoliberal and Western logics, I take Ajo, Arizona and the surrounding Sonoran Desert as a partner in more-than-human process inquiry. I live in Ajo and explore the Sonoran Desert for four months of data generation employing basic techniques of ethnography divorced from their neopositivist founding theories.
Bodies generated from my entanglement with Ajo and the desert participate in inventing Remixing Data Experiences (RDE), a novel data engagement technique. Through RDE, my more-than-human partners and I create ideas by engaging in arts-based techniques that form multimedia art-workings. The ideas generated include Oasis, Decline, Celebrate, Precarity, and Directions. I respond to each idea through anarchival written texts in a variety of genres including ethnographic memoir, short fiction, essay, ballad, and talk poem. I put these ideas into conversation with current methodological and education literature to illustrate that aesthetic-based inquiry contributes new ways forward in the Anthropocene. These new ways include rhythms of certainty and uncertainty in knowledge creation, participating in reciprocal affective capabilities of bodies in joyful knowing, developing modest abstractions that frequently engage concrete experience, and inclusion of aesthetic experiences in learning and inquiry.
ContributorsBowers, Nicole (Author) / Carlson, David L (Thesis advisor) / Koro, Mirka (Committee member) / Jordan, Michelle (Committee member) / Arizona State University (Publisher)
Created2021
Description
This multimodal study brought an open, constructively critical challenge to the standard means of process in, and knowledge production from, qualitative inquiry. Using as a context, dyslexia, and the assistive technology lifeworlds of postsecondary students, this study co-partnered with six college students with dyslexia. Co-partnership allowed for an emergence of new awareness that the experience of dyslexia and assistive technology is mediated through innumerable dynamics of interactions with and through the world. Methodologically, the study suggested that it is possible to: (a) situate, center, and validate disability throughout all phases of qualitative inquiry; (b) make the discrete parts of action research more inclusive of disability; (c) reduce physical and intellectual access barriers to qualitative inquiry; and (d) regard as reasonable and rigorous research that is produced by bodies and minds that may not process information in typical ways. Emancipatory action research was used to thread together an understanding of the complexities of self, being, and reality for a marginalized group and how systems, structures, interactions, spaces, and language are superimposed on experiences of disability. The emancipatory spirited study allowed space for co-constructed meaning making through dynamic multimodalities of method including audio-visual data co-constructed through narrative storytelling; an analysis through deep listening and video editing – illuminating ‘bright spots’ in the broader lifeworld perspective of dyslexia and assistive technology. The innovative co-constructed products of the dissertation were a 2-hour film, a researcher reflection video, professional development guides for assistive technology and qualitative inquiry, and a methods chapter as part of an edited book prospectus. By engaging with this study, the audience will experience consciousness raising with respect to disability experience and witness a reclaiming of the voice of that experience through inclusive research. This study offers a transformative perspective for future work by inviting critical consideration and co-construction of meaning of an expanded conceptualization of assistive technology as an embodied, negotiated experience; and increases awareness that diverse bodyminds offer powerful narratives of diversity in the human condition and why that matters. .
ContributorsBunch, Jacob Colby (Author) / Graves-Wolf, Leigh (Thesis advisor) / Bowers, Nicole (Thesis advisor) / Harrop, Lance (Committee member) / Nusbaum, Emily A. (Committee member) / Arizona State University (Publisher)
Created2023