Recordkeeping in Voice-based Remote Community Engagement
Authors
Conversational ChatbotsMultilingual & Cross-Cultural Voice InteractionEmpowerment of Marginalized GroupsSocial WorkersRefugee & Immigrant Service Providers
Title of the Paper
Recordkeeping in Voice-based Remote Community Engagement
Paper Information
- Field of Study: HCI (Human-Computer Interaction), research on voice-based recordkeeping technologies and community engagement in developing countries
- Keywords: IVR, voice recording, community engagement, HCI4D, community voice
Research Background and Issues
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Identified Problems or Challenges:
- Systematic methods for preserving and managing records related to voice-based community engagement (e.g., audio recordings, transcriptions, and interaction metadata) remain underexplored.
- Existing internet or text-based recordkeeping technologies face usability barriers for marginalized communities (e.g., populations with high illiteracy rates).
- Community recordkeeping lacks equitable representation of user data and participatory decision-making, often favoring organizational needs while neglecting community agency.
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Significance:
- Voice-based engagement methods provide marginalized communities with greater opportunities to be heard and to express themselves.
- Through participatory recordkeeping, communities can ensure the authenticity of recorded content and use it as evidence to advocate for their interests.
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Research Motivation and Related Work:
- Voice platforms for community engagement (e.g., IVR) are emerging globally, but existing preservation and management technologies for non-textual data are still underdeveloped.
- Related fields (e.g., personal information management and archival studies) have conducted preliminary explorations but lack comprehensive solutions tailored to voice recordings and marginalized communities.
Solution
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Proposed Methods and Solutions:
- Analyze voice activities (voice calls) and their recordings between international NGOs and marginalized communities to propose a community-oriented and participatory recordkeeping method.
- Introduce voice interaction platform (IVR) technology to optimize record access, modification, and security.
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Innovations:
- The first exploration of participatory preservation models for non-textual and voice-based records.
- An attempt to address digital access and literacy barriers faced by marginalized communities through IVR technology, enabling users to participate in editing recordings, long-term preservation, and data access.
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Implementation Steps and Key Technologies:
- Qualitative Research: Conducted in Dhaka, Bangladesh, involving 18 participants (domestic workers and NGO staff) in three rounds of interactive focus group discussions (FGDs).
- Design Workshops:
- Round 1: Explore NGO recordkeeping culture and perceptions of records.
- Round 2: Discuss awareness and value of recordkeeping in marginalized communities.
- Round 3: Mixed-group discussions between communities and NGOs to reach a consensus on record editing, sharing, and preservation.
- Data Collection and Analysis:
- Audio record, transcribe, and translate the entire interaction process.
- Use Reflexive Thematic Analysis to extract different thematic codes.
- Voice Technology Support:
- Introduce an IVR platform to enable voice data retrieval, metadata application, and collaborative editing in non-internet environments.
Research Outcomes
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Specific Results:
- Extracted four key themes for voice-based recordkeeping:
- The value of records and the importance of long-term preservation.
- Users' expectations for accessing audio records and sharing privacy.
- Perceptual differences between NGOs and communities regarding recordkeeping.
- Specific demands for enhanced transparency and editing capabilities.
- Provided actionable design recommendations for transparent community record management based on IVR technology, including dynamic consent mechanisms, privacy protection, and multi-stakeholder decision-making.
- Extracted four key themes for voice-based recordkeeping:
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Advantages Compared to Existing Solutions:
- Explicit emphasis on the ethics of recordkeeping and community agency, ensuring continuous community awareness throughout the content creation and usage process.
- Integration of voice access and editing, addressing the challenges faced by illiterate communities in accessing textual materials.
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Experimental or Evaluation Results:
- Identified potential barriers to participatory recordkeeping, such as NGO resource constraints and community concerns about privacy.
- Discussed and partially resolved conflicts among stakeholders regarding record accessibility, security, and editing capabilities.
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Limitations and Future Directions:
- Limitations:
- The automation of IVR platforms requires deep integration with sociocultural contexts, and the current solution may face implementation challenges in resource-constrained areas.
- Participatory decision-making processes may be hindered by hierarchical approval structures within NGOs.
- Future Directions:
- Deepen the role of artificial intelligence in voice record analysis, automatic summarization, and signal processing.
- Develop a more comprehensive institutional and community collaboration framework, integrating IVR with social media and other learning tools to enhance community transparency and accessibility.
- Limitations:
This paper provides a forward-looking exploration of the application of voice technology in marginalized communities in developing countries, balancing practical significance with academic innovation.
Research Questions / Practical Problems
Question signals indexed for this paper.
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Research Questions
3- How can a community-oriented, participatory approach support community record preservation and management in voice interaction?Category: Voice Assistant General Design and User ExperienceSimilar questionsarrow_forward
- How can voice records be retrieved, edited, and securely managed in non-internet environments via voice interaction platforms such as IVR?Category: Voice Assistant General Design and User ExperienceSimilar questionsarrow_forward
- What cognitive differences exist between communities and NGOs regarding record management culture and needs, and how can these be resolved to improve transparency and participation?Category: Voice Assistant General Design and User ExperienceSimilar questionsarrow_forward
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Practical Problems
1- Illiterate or remote communities struggle to manage and access voice records fairly and securely.Category: Voice Assistant General Design and User ExperienceSimilar questionsarrow_forward
Based on Jaccard similarity of research subtopics & professions (≥60%)
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open_in_newOpen DOI Link
DOI: https://doi.org/10.1145/3613904.3642779
At a Glance
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Source
CHI
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Year
2024
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Authors
8 authors
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Subtopics
Conversational Chatbots, Multilingual & Cross-Cultural Voice Interaction, Empowerment of Marginalized Groups
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Professions
Social Workers, Refugee & Immigrant Service Providers
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Content Status
Full text indexed
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