Visualizing Informal Professional Development Networks: Building a Case for Learning Analytics in the Workplace

被引:30
|
作者
de Laat, Maarten [1 ]
Schreurs, Bieke [1 ]
机构
[1] Open Univ Netherlands, LOOK, NL-6419 AT Heerlen, Netherlands
关键词
learning analytics; networked learning; informal learning; professional development; workplace learning; organizational learning; human resource management; WEAK; KNOWLEDGE; STRENGTH; TIES;
D O I
10.1177/0002764213479364
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
Informal learning has become an important driver for professional development and workplace learning. Yet, however powerful informal learning may be, there is a problem when it comes to making it a real asset within organizations: Informal learning activities are spontaneous and mostly invisible to others. The aim of this study is to develop a method that helps raise awareness about these activities using a learning analytics approach. This method concentrates on detecting and visualizing informal professional social networks and finding ways in which their presence and accessibility can be improved. This study shows that the presented methodology is a promising research-driven intervention. With this methodology we can detect multiple (isolated) networks in organizations, connect ideas, and facilitate value creation. Using this approach, organizations can link with existing informal networks of practice and unlock their potential for organizational learning by giving them a voice and making their results more explicit within the organization.
引用
收藏
页码:1421 / 1438
页数:18
相关论文
共 50 条
  • [31] Development of learning conditions for workplace learning: Case study in one education technology startup in Thailand
    Paoprasert, Naraphorn
    Phusavat, Kongkiti
    Rodchom, Panuwat
    Kanchana, Rapee
    Majava, Jukka
    ASIA PACIFIC MANAGEMENT REVIEW, 2025, 30 (02)
  • [32] Building Teachers' Capacity to Integrate Science and Math Content: Implications for Professional Development and Learning
    Aguirre-Munoz, Zenaida
    Yeter, Ibrahim H.
    Garro, Elias S. Loria
    Koca, Fatih
    JOURNAL OF SCIENCE TEACHER EDUCATION, 2021, 32 (01) : 62 - 84
  • [33] Learning With Patients, Students, and Peers: Continuing Professional Development in the Solo Practitioner Workplace
    Ryan, Anna
    Hatala, Rose
    Brydges, Ryan
    Molloy, Elizabeth
    JOURNAL OF CONTINUING EDUCATION IN THE HEALTH PROFESSIONS, 2020, 40 (04) : 283 - 288
  • [34] Learnings Networks and Professional Development in Building Energy Management Systems Industry
    Soleymani, Ali
    van den Brom, Paula
    Ahmed, Samir
    Konings, Maaike
    Sjoer, Ellen
    Itard, Laure
    Zeiler, Wim
    De Laat, Maarten
    Specht, Marcus
    EDUCATION SCIENCES, 2023, 13 (02):
  • [35] Striving for better teaching and student creativity development: Linking informal workplace learning and teaching for creativity
    Huang, Xianhan
    THINKING SKILLS AND CREATIVITY, 2021, 41
  • [36] Professional development across the teaching career: Teachers' uptake of formal and informal learning opportunities
    Richter, Dirk
    Kunter, Mareike
    Klusmann, Uta
    Luedtke, Oliver
    Baumert, Juergen
    TEACHING AND TEACHER EDUCATION, 2011, 27 (01) : 116 - 126
  • [37] About or with teachers? A systematic review of learning analytics interventions to support teacher professional development
    Gabbi, Elena
    QWERTY, 2023, 18 (02): : 88 - 109
  • [38] Working on professional development of faculty staff in higher education: investigating the relationship between social informal learning activities and employability
    Gerken, Maike
    Beausaert, Simon
    Segers, Mien
    HUMAN RESOURCE DEVELOPMENT INTERNATIONAL, 2016, 19 (02) : 135 - 151
  • [39] ECHO: A Model for Professional Development in Nursing Through Learning Networks
    Burman, Mary E.
    McGee, Nancy
    Proctor, J'Laine
    Hart, Ann Marie
    Moody, Eric J.
    Hardesty, Canyon
    JOURNAL OF CONTINUING EDUCATION IN NURSING, 2021, 52 (04) : 198 - 204
  • [40] Using Bayesian Networks for Learning Analytics in Engineering Education: A Case Study on Computer Science Dropout at UCLM
    Lacave, Carmen
    Molina, Ana I.
    INTERNATIONAL JOURNAL OF ENGINEERING EDUCATION, 2018, 34 (03) : 879 - 894