Исследования, где ENA применяется на практике.

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35 публикаций

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A nursing assistant listens to an older adult while educators review connected patterns from caregiving interviews
Конференционная статья2024
Конференционная статья 06

ENA mapped an empathy gap between real geriatric caregiving and training narratives

Behdokht Kiafar, Salam Daher, Shayla Sharmin, Asif Ahmmed, Ladda Thiamwong, Roghayeh Leila Barmaki

6th International Conference on Quantitative Ethnography (ICQE 2024)

Interviews with ten nursing assistants showed different relational patterns in accounts of real caregiving and prior training. ENA linked empathy strongly with communication in real-life narratives, while training narratives emphasized communication with critical thinking and gave empathy a weaker role.

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geriatric carehealth professions educationempathy
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University learners use contrasting writing strategies while a researcher examines adaptive feedback networks
Конференционная статья2023
Конференционная статья 05

Learners valued adaptive scaffolds when suggestions fit their writing strategy

Tongguang Li, Jionghao Lin, Sehrish Iqbal, Zachari Swiecki, Yi-Shan Tsai, Yizhou Fan, Dragan Gašević

5th International Conference on Quantitative Ethnography (ICQE 2023)

ENA linked university learners' reported writing strategies with whether they perceived automated scaffolds as adaptive. Reading first and then writing connected most strongly with perceived adaptivity and higher performance, but the small interview sample supports association rather than causation.

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adaptive scaffoldingself-regulated learningacademic writing
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Nursing students coordinate around a simulation patient while educators review spatial network patterns
Конференционная статья2021
Конференционная статья 04

ENA turned nursing students' movement traces into interpretable team patterns

Gloria Milena Fernandez-Nieto, Roberto Martinez-Maldonado, Kirsty Kitto, Simon Buckingham Shum

11th International Conference on Learning Analytics and Knowledge (LAK21)

A LAK21 study applied ENA to wearable positioning traces from 25 nursing students in clinical simulations. Educators could build meaningful accounts from the networks after a short orientation, but often mistook ENA geometry for the physical ward layout.

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nursing simulationspatial behaviormultimodal data
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Graduate learners discuss ideas while socioemotional connections form across their notes and conversation
Журнальная статья2020
Журнальная статья 03

ENA refined an ethnography of socioemotional development in a learning community

Yotam Hod, Shir Katz, Brendan Eagan

Computers & Education

Researchers applied ENA to 1,170 Knowledge Forum notes from an 18-student graduate learning community. The networks distinguished four stages of group development, corroborated an earlier qualitative ethnography, and revealed additional socioemotional relationships.

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quantitative ethnographysocioemotional learningknowledge building
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Graduate learners and a researcher examine networks connecting online social and cognitive activity
Журнальная статья2019
Журнальная статья 02

ENA connected social presence with stages of cognitive presence in online discussions

Vitor Rolim, Rafael Ferreira, Rafael Dueire Lins, Dragan Gašević

The Internet and Higher Education

ENA modeled 1,747 coded Moodle messages from 81 graduate students across six online course offerings. Affective social presence connected more strongly with higher cognitive-presence phases, while interactive messages connected more with earlier phases of inquiry.

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community of inquiryonline discussionsocial presence
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Two research participants coordinate gaze during a shared sandwich-making task as gaze targets form a network
Журнальная статья2015
Журнальная статья 01

Coordinated gaze became a network of collaboration and repair

Sean Andrist, Wesley Collier, Michael Gleicher, Bilge Mutlu, David Shaffer

Frontiers in Psychology

Thirteen dyads completed 26 collaborative sandwich-making interactions while wearing synchronized mobile eye trackers. ENA modeled the two partners' gaze targets jointly, separating task phases and distinguishing sequences that involved communication breakdowns and repairs.

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gaze coordinationcollaborationeye tracking
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