Steps for Applying the Complex Dynamical Systems Approach in Educational Research: A Guide for the Perplexed Scholar

被引:20
作者
Kaplan, Avi [1 ]
Garner, Joanna K. [2 ]
机构
[1] Temple Univ, Philadelphia, PA 19122 USA
[2] Old Dominion Univ, Norfolk, VA USA
关键词
Complex dynamic systems; complexity; education research; research methods; ontology; PERSPECTIVE; IDENTITY;
D O I
10.1080/00220973.2020.1745738
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
In this commentary, we propose a framework for applying the Complex Dynamical Systems (CDS) approach in educational research. Drawing on the conceptual articles in the special issue for ontological, theoretical, and methodological principles, and on the empirical articles for examples of these principles' application, we suggest six interdependent steps for researchers who seek to pursue educational research from the CDS approach: (1) Conceptualizing the phenomenon as a CDS; (2) Defining a theory of the relevant CDS level; (3) Generating a CDS research goal and question; (4) Selecting a CDS corresponding methodology for data collection and analysis; (5) Interpreting the findings as a CDS; and (6) Disseminating the knowledge to relevant audiences and participating in a CDS scholarly community. We end the commentary with several of the promises and challenges of applying the CDS approach in educational research.
引用
收藏
页码:486 / 502
页数:17
相关论文
共 28 条
  • [1] [Anonymous], 2009, Complexity: A guided Tour
  • [2] Bar-Yam Y., 1997, Dynamics of Complex Systems
  • [3] Complexity in Science Learning: Measuring the Underlying Dynamics of Persistent Mistakes
    Fleuchaus, Ethan
    Kloos, Heidi
    Kiefer, Adam W.
    Silva, Paula L.
    [J]. JOURNAL OF EXPERIMENTAL EDUCATION, 2020, 88 (03) : 448 - 469
  • [4] The Dynamic Association of Interest and Confusion: The Potential for Moderation by Utility Value and Gender
    Geerling, Danielle
    Butner, Jonathan
    Fraughton, Tamra
    Sinclair, Sungchoon
    Zachary, Joseph
    Sansone, Carol
    [J]. JOURNAL OF EXPERIMENTAL EDUCATION, 2020, 88 (03) : 407 - 430
  • [5] Understanding Persistence of At-Risk Students in Higher Education Enrollment Management Using Multiple Linear Regression and Network Analysis
    Gilstrap, Donald L.
    [J]. JOURNAL OF EXPERIMENTAL EDUCATION, 2020, 88 (03) : 470 - 485
  • [6] Hamaker E. L., 2012, Handbook of research methods for studying daily life, P43
  • [7] Complex Systems Research in Educational Psychology: Aligning Theory and Method
    Hilpert, Jonathan C.
    Marchand, Gwen C.
    [J]. EDUCATIONAL PSYCHOLOGIST, 2018, 53 (03) : 185 - 202
  • [8] Complexity Conceptual Perspectives for Research About Educational Complex Systems
    Jacobson, Michael J.
    [J]. JOURNAL OF EXPERIMENTAL EDUCATION, 2020, 88 (03) : 375 - 381
  • [9] Education as a Complex System: Conceptual and Methodological Implications
    Jacobson, Michael J.
    Levin, James A.
    Kapur, Manu
    [J]. EDUCATIONAL RESEARCHER, 2019, 48 (02) : 112 - 119
  • [10] Kaplan A., 2012, APA ED PSYCHOL HDB V, V2, P165, DOI DOI 10.1037/13274-007