Recordkeeping in Voice-based Remote Community Engagement

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

  • Identified Problems or Challenges:

    1. Systematic methods for preserving and managing records related to voice-based community engagement (e.g., audio recordings, transcriptions, and interaction metadata) remain underexplored.
    2. Existing internet or text-based recordkeeping technologies face usability barriers for marginalized communities (e.g., populations with high illiteracy rates).
    3. Community recordkeeping lacks equitable representation of user data and participatory decision-making, often favoring organizational needs while neglecting community agency.
  • Significance:

    1. Voice-based engagement methods provide marginalized communities with greater opportunities to be heard and to express themselves.
    2. Through participatory recordkeeping, communities can ensure the authenticity of recorded content and use it as evidence to advocate for their interests.
  • Research Motivation and Related Work:

    1. Voice platforms for community engagement (e.g., IVR) are emerging globally, but existing preservation and management technologies for non-textual data are still underdeveloped.
    2. 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

  • Proposed Methods and Solutions:

    1. Analyze voice activities (voice calls) and their recordings between international NGOs and marginalized communities to propose a community-oriented and participatory recordkeeping method.
    2. Introduce voice interaction platform (IVR) technology to optimize record access, modification, and security.
  • Innovations:

    1. The first exploration of participatory preservation models for non-textual and voice-based records.
    2. 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.
  • Implementation Steps and Key Technologies:

    1. Qualitative Research: Conducted in Dhaka, Bangladesh, involving 18 participants (domestic workers and NGO staff) in three rounds of interactive focus group discussions (FGDs).
    2. 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.
    3. Data Collection and Analysis:
      • Audio record, transcribe, and translate the entire interaction process.
      • Use Reflexive Thematic Analysis to extract different thematic codes.
    4. Voice Technology Support:
      • Introduce an IVR platform to enable voice data retrieval, metadata application, and collaborative editing in non-internet environments.

Research Outcomes

  • Specific Results:

    1. 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.
    2. Provided actionable design recommendations for transparent community record management based on IVR technology, including dynamic consent mechanisms, privacy protection, and multi-stakeholder decision-making.
  • Advantages Compared to Existing Solutions:

    1. Explicit emphasis on the ethics of recordkeeping and community agency, ensuring continuous community awareness throughout the content creation and usage process.
    2. Integration of voice access and editing, addressing the challenges faced by illiterate communities in accessing textual materials.
  • 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.
  • Limitations and Future Directions:

    1. 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.
    2. 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.

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.

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https://hci.top/en/papers/chi/148203/2024

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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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Full text indexed
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