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Injecting Learning into Work: Enhancing Career Advancement through Transformation of Professional Development in Technical Career Paths

Injecting Learning into Work: Enhancing Career Advancement through Transformation of Professional Development in Technical Career Paths
将学习融入工作:通过技术职业道路的专业发展转变来促进职业发展
批准号:
1917955
负责人:
Carolyn Rose
金额:
$74.48万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-09-01 至 2023-08-31

项目摘要

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中文摘要
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英文摘要
The World Economic Forum estimates that up to 5 million jobs may be lost to disruptive labor changes by 2020, a development that leads to concerns regarding unemployment, underemployment, and the need for workers to reskill. This project explores how to address this problem by developing methods for embedding learning opportunities within collaborative work tasks in the area of software development. The research aims to gain insight into the differing characteristics of how work is structured and managed that affect trade-offs in terms of effort, time, learning benefit, and productivity both in the long and short term. These insights can then be used by managers to make more strategic choices about prioritization of learning versus productivity within specific work episodes. This project specifically focuses on embedding learning opportunities within team-based work, leveraging a new industry practice for team-based software development to create a new paradigm for shared cognition in software development. In doing this work, the project will provide additional educational opportunities for teams in technical courses who will use the developed tools, as well as releasing the tools for public use.The experimental work in this project will be conducted within an online software development course that connects learners on campuses on multiple continents as well as in offerings of the course content to industry professionals attempting to retrain. This specific collaborative work paradigm adopted in this research and further developed under this research will afford unique opportunities for embedding learning during work and the ability to adjust the level of priority attached to learning vs productivity and thus creates the ideal social structure in which to conduct the scientific investigation. The research goals of the planned work are: (1) Discover how to develop technology for effectively manipulating the level of interdependence within team-based work, and in so doing to manipulate the trade-off between learning and productivity, and (2) Quantify the long term positive impact of learning in the short term on productivity in the long term so that it is possible to maximize productivity overall in the face of decreases in short term productivity in favor of learning.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.
期刊论文(12)
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科研奖励(0)
会议论文
DOI: 10.1007/978-3-030-52240-7_50
发表时间: 2020-06-10
期刊: Artificial Intelligence in Education
影响因子: --
作者: [Sankaranarayanan S, Kandimalla SR, Hasan S, An H, Bogart C, Murray RC, Hilton M, Sakr M, Rosé C]
通讯作者: Rosé C
DOI: --
发表时间: 2022
期刊:
影响因子: --
作者: [Sumit Agarwal;Rosa Vitiello;C. Rosé]
通讯作者: Sumit Agarwal;Rosa Vitiello;C. Rosé
Creating Opportunities for Transactive Exchange for Learning in Performance-Oriented Team Projects
在以绩效为导向的团队项目中创造交互式学习学习机会
DOI: --
发表时间: 2020
期刊: 14th International Conference of the Learning Sciences (ICLS
影响因子: --
作者: [Sankaranarayanan, S., Kandimalla, S. R., Hasan, S., An, H., Bogart, C., Murray, R. C., Hilton, M., Sakr, M., Rose, C.]
通讯作者: Rose, C.
Combining Collaborative Reflection based on Worked-Out Examples with Problem-Solving Practice: Designing Collaborative Programming Projects for Learning at Scale
将基于已制定示例的协作反思与解决问题的实践相结合:设计用于大规模学习的协作编程项目
DOI: 10.1145/3430895.3460152
发表时间: 2021
期刊: Comparing Example-Based Collaborative Reflection to Problem-Solving Practice for Learning during Team-Based Software Engineering Projects
影响因子: --
作者: [Sankaranarayanan, Sreecharan, Kandimalla, Siddharth Reddy, Bogart, Christopher, Murray, R. Charles, Hilton, Michael, Sakr, Majd, Rosé, Carolyn]
通讯作者: Rosé, Carolyn
11
    Collaborative Research: Integrating Language-Based AI Across the High School Curriculum to Create Diverse Pathways to AI-Rich Careers
    • 批准号:
      2241670
    • 项目类别:
      Standard Grant
    • 资助金额:
      $30.08万
    • 财政年份:
      2023
    • 负责人:
      Carolyn Rose
    • 依托单位:
    ICLS 2018 Rethinking Learning in the Digital Age in ICLS Doctoral Consortium and Early Career Workshops
    • 批准号:
      1820520
    • 项目类别:
      Standard Grant
    • 资助金额:
      $3.0万
    • 财政年份:
      2018
    • 负责人:
      Carolyn Rose
    • 依托单位:
    Collaborative Research: Human-Technology Partnership Supporting Career Path Exploration and Navigation
    • 批准号:
      1822831
    • 项目类别:
      Standard Grant
    • 资助金额:
      $55.0万
    • 财政年份:
      2018
    • 负责人:
      Carolyn Rose
    • 依托单位:
    BIGDATA: Collaborative Research: F: Study of a Cyber-Enabled Social Computing Framework for Improving Practice in Online Computing Communities
    • 批准号:
      1546393
    • 项目类别:
      Standard Grant
    • 资助金额:
      $159.85万
    • 财政年份:
      2016
    • 负责人:
      Carolyn Rose
    • 依托单位:
    国内基金
    海外基金
    Scalable Learning and Optimization: High-dimensional Models and Online Decision-Making Strategies for Big Data Analysis
    Understanding structural evolution of galaxies with machine learning
    • 批准号:
    • 项目类别:
      省市级项目
    • 资助金额:
      10.0万元
    • 批准年份:
      2022
    • 负责人:
      Nicola Rosario Napolitano
    • 依托单位:
    煤矿安全人机混合群智感知任务的约束动态多目标Q-learning进化分配
    • 批准号:
      --
    • 项目类别:
      青年科学基金项目
    • 资助金额:
      30万元
    • 批准年份:
      2022
    • 负责人:
      吉建娇
    • 依托单位:
    基于领弹失效考量的智能弹药编队短时在线Q-learning协同控制机理
    • 批准号:
      62003314
    • 项目类别:
      青年科学基金项目
    • 资助金额:
      24.0万元
    • 批准年份:
      2020
    • 负责人:
      沈剑
    • 依托单位: