Socio-Technical Journeys: Utilizing Digital Narratives for Management and Community Support
| dc.contributor.author | Saaty, Morva | en |
| dc.contributor.committeechair | McCrickard, Donald Scott | en |
| dc.contributor.committeemember | Misra, Shalini | en |
| dc.contributor.committeemember | Aran, Oya | en |
| dc.contributor.committeemember | Hasan, Shaddi Husein | en |
| dc.contributor.committeemember | Luther, Kurt | en |
| dc.contributor.department | Computer Science and#38; Applications | en |
| dc.date.accessioned | 2026-01-30T09:00:18Z | en |
| dc.date.available | 2026-01-30T09:00:18Z | en |
| dc.date.issued | 2026-01-29 | en |
| dc.description.abstract | The pervasive integration of technology into everyday life and the rising tendency to share journeys, particularly major life transitions, within supportive online spaces, position these journeys as inevitably socio-technical. Emotional well-being is vital for individuals navigating these emotional rollercoasters, as it helps them maintain resilience and informs their decision-making. This dissertation broadly introduces a notion of socio-technical journeys, drawing on community-centered digital narratives as avenues to examine how emotional experiences shared online through individuals' journeys pinpoint areas requiring support and how they guide context-aware, effective management. This dissertation includes three studies using long-distance hiking on the Appalachian Trail as a context of focus. The first study develops a systematized dataset from hikers' community blogs, capturing their lived experiences. The second study investigates hikers' use of blogs, the gratifications they seek, and employs emotion analysis and topic modeling to identify factors influencing their emotional states, enabling implications for digital reflective tools. The third study examines how technology-facilitated records of hikers' experiences can support cooperative and sustainable trail and visitor use management. Together, these studies demonstrate how digital narratives deepen community understanding, raise ethical considerations, inform the design of reflective technologies, and offer data-driven strategies to enhance support and effective management during complex life transitions. | en |
| dc.description.abstractgeneral | In today's world, people increasingly turn to online spaces, such as social media platforms, blogs, or community-based online forums, while they navigate major life transitions, such as pursuing U.S. immigration, undergoing long-term cancer treatment, attending prolonged outdoor adventures, and many more. These spaces become places to exchange information, reflect on experiential moments, and seek social and emotional support. I explore how technology, community, and individuals interplay with each other in these journeys, which I refer to as "socio-technical journeys." Emotional well-being is central in these journeys, shaping resilience and decision-making. In this dissertation, using long-distance hiking on the Appalachian Trail as a research context, I employ a combination of computational and qualitative approaches to explore this journey. I utilize community-centered blogs to capture hikers' narratives about their candid experiences, and explore hikers' emotional well-being, factors of uncertainty, the uses and gratifications they derive from blogging, and whether and how their self-reported narratives can effectively inform management decision-making. Building on these insights, I introduce a conceptual framework for research that draws on crowd-sourced data from socio-technical systems, offering implications for reflective, technology-mediated tools that support resilience, affirmation, reflection, and social-spiritual contexts. Through collaborations with trail stewardship institutions, I also demonstrate how data itself and data tools can enhance collaboration, communication, planning, and negotiation, ultimately contributing to long-term sustainability and community support. | en |
| dc.description.degree | Doctor of Philosophy | en |
| dc.format.medium | ETD | en |
| dc.identifier.other | vt_gsexam:45367 | en |
| dc.identifier.uri | https://hdl.handle.net/10919/141060 | en |
| dc.language.iso | en | en |
| dc.publisher | Virginia Tech | en |
| dc.rights | In Copyright | en |
| dc.rights.uri | http://rightsstatements.org/vocab/InC/1.0/ | en |
| dc.subject | Socio-technical Journey | en |
| dc.subject | Emotion Recognition | en |
| dc.subject | Long-distance Hiking | en |
| dc.subject | Social Computing | en |
| dc.subject | Natural Language Processing | en |
| dc.subject | Sustainable HCI | en |
| dc.subject | Management | en |
| dc.subject | Visual Analytics | en |
| dc.title | Socio-Technical Journeys: Utilizing Digital Narratives for Management and Community Support | en |
| dc.type | Dissertation | en |
| thesis.degree.discipline | Computer Science & Applications | en |
| thesis.degree.grantor | Virginia Polytechnic Institute and State University | en |
| thesis.degree.level | doctoral | en |
| thesis.degree.name | Doctor of Philosophy | en |
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