Collaborative Research: FW-HTF-RL: Building an Inclusive Future of Work: Accessible Collaboration for Visually Impaired Information Workers

合作研究：FW-HTF-RL：构建包容性的工作未来：为视障信息工作者提供无障碍协作

• 批准号: 2326024
• 负责人: Darren Gergle
• 金额: $ 94.32万
• 依托单位: Northwestern University
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2023
• 资助国家: 美国
• 起止时间: 2023-09-01 至 2027-08-31
• 项目状态: 未结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=2326024&HistoricalAwards=false
• 关键词: Collaborative; Research; FW; HTF; RL

Information workers use digital collaboration tools for project management, preparing and sharing documents and presentations, and team communication and coordination. People who are blind or low vision are performing computer-based work at increasing rates, yet only 44% of the 8.1 million visually impaired Americans are employed. While advances in collaboration tools (e.g., shared document editors, video conferencing, and chat platforms) make it possible to work together in new ways and create new career opportunities, these tools remain largely inaccessible for blind workers. More than 2 billion people worldwide use collaboration tools on a monthly basis, yet learning to use them with a screen reader – software blind people use to read and navigate a graphical display – is extremely challenging. For example, collaborative writing tools offer only partial access for screen reader users, making it difficult to understand where other team members are working in a shared document. This project advances future AI-augmented collaboration tools and creates a more equitable and inclusive future of work by improving job-related skill development, increasing worker self-efficacy, and providing access to all aspects of teamwork experienced by current and future information workers. This project is grounded in formative research and close partnership with four Disability Service Organizations across Orange County, CA and Chicago, IL that serve as the primary work contexts and both employ visually impaired information workers as well as offer training and placement programs. This research contributes: (1) foundational knowledge of accessibility needs for blind information workers through a taxonomy of accessibility barriers and provides design guidelines for AI-powered collaboration tools; (2) an accessible infrastructure of new interaction techniques and AI-augmented tools that support ability-diverse team communication, coordination, and knowledge sharing; (3) an open-source online community that fosters peer learning and support; (4) empirical evidence of system effectiveness for individual and collaborative interaction, skill development, self-efficacy, and collaboration readiness; and (5) a multidisciplinary consortium that will impact on industry products and policy related to the future of accessible work, AI, and equity in the tech industry. An integrated evaluation plan assesses individual and collaborative interaction with the systems as well as large-scale naturalistic use by blind workers and those seeking employment. To further ensure the project’s broader impact, an advisory board includes experts from industry, disability law, and public policy.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

信息工作者使用数字协作工具进行项目管理，准备和共享文档和演示文稿，以及团队沟通和协调。盲人或低视力者正在以越来越高的速度从事基于计算机的工作，但在810万视力受损的美国人中，只有44%的人就业。虽然协作工具的进步（例如，虽然共享文档编辑器、视频会议和聊天平台等工具使盲人能够以新的方式共同工作并创造新的职业机会，但这些工具在很大程度上仍然无法为盲人工作者所用。全世界每月有超过20亿人使用协作工具，但学习使用屏幕阅读器（盲人用来阅读和导航图形显示的软件）是极具挑战性的。例如，协作写作工具仅为屏幕阅读器用户提供部分访问权限，这使得很难了解其他团队成员在共享文档中的工作位置。该项目推进了未来的人工智能增强协作工具，并通过改善与工作相关的技能发展，提高工人的自我效能，并提供对当前和未来信息工作者所经历的团队合作的各个方面的访问，创造了一个更加公平和包容的工作未来。这个项目是建立在形成性研究和密切的伙伴关系，在橙子县，加利福尼亚州和芝加哥，IL，作为主要的工作环境，既雇用视障信息工作者，以及提供培训和安置方案的四个残疾人服务组织。这项研究有助于：（1）通过对无障碍的分类，为盲人信息工作者提供无障碍需求的基础知识，并为人工智能驱动的协作工具提供设计指南;（2）新交互技术和人工智能增强工具的无障碍基础设施，支持能力多样化的团队沟通，协调和知识共享;（3）促进同行学习和支持的开源在线社区;（4）个人和协作互动，技能发展，自我效能和协作准备的系统有效性的经验证据;（5）多学科联盟，将影响与未来无障碍工作，人工智能和科技行业公平相关的行业产品和政策。综合评估计划评估个人和协作与系统的互动，以及盲人工人和那些寻求就业的大规模自然使用。为了进一步确保该项目的广泛影响，一个顾问委员会包括来自行业，残疾人法和公共政策的专家。该奖项反映了NSF的法定使命，并通过使用基金会的知识价值和更广泛的影响审查标准进行评估，被认为值得支持。