ArticleEducational psychologist2018
Complex Systems Research in Educational Psychology: Aligning Theory and Method.
Article in Educational psychologist, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
15 citing papers in PubMed.
- The Case for Multifaceted, Integrative Motivation Interventions Embedded in Classrooms.Educational psychology review · 2026Article
- Using the fused graphical lasso to explore the motivational self-system after a multimedia self-regulated learning training: a brief research report.Frontiers in psychology · 2025Article
- Formalizing psychological interventions through network control theory.Scientific reports · 2023Article
- Learning Pathways and Students Performance: A Dynamic Complex System.Entropy (Basel, Switzerland) · 2023Article
- A Two-Parameter Fractional Tsallis Decision Tree.Entropy (Basel, Switzerland) · 2022Article
- Data analysis and personalized recommendation of western music history information using deep learning under Internet of Things.PloS one · 2022Article
- Psychometric Model of College Students Based on Time Series Analysis and Its Application in Educational Management.Occupational therapy international · 2022Article
- Acceptability of digital health interventions: embracing the complexity.Translational behavioral medicine · 2021Review
- Analysis of Literary Situation and Reconstruction of the Writing Subject in Literary Education by Educational Psychology.Frontiers in psychology · 2021Article
- Trajectories of Idea Emergence in Dialogic Collaborative Problem Solving: Toward a Complex Dynamic Systems Perspective.Frontiers in psychology · 2021Article
- The Teaching Pattern of Law Majors Using Artificial Intelligence and Deep Neural Network Under Educational Psychology.Frontiers in psychology · 2021Article
- Educational Psychology-Based Strategy for Instrumental Music Teaching in Normal College.Frontiers in psychology · 2021Article
- The Role of Nested Systems in EFL Students' Willingness to Communicate (WTC) and Engagement.Frontiers in psychology · 2021Review
- Bifurcations and the Emergence of L2 Syntactic Structures in a Complex Dynamic System.Frontiers in psychology · 2020Article
- Complex Systems Research and Evaluation in Engineering Education.Annual Conference & Exposition : final program and proceedings. American Society for Engineering Education · 2017Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
The purpose of this work is to provide an overview of complex systems research for educational psychologists. We outline a philosophically and theoretically sourced definition of complex systems research organized around complex, dynamic, and emergent ontological characteristics that is useful and appropriate for educational psychology. A complex systems approach is positioned as a means to align underexplored elements of existing theory with appropriate interaction dominant theoretical models, research methods, and equation-based analytic techniques. We conclude with a brief discussion of several foundational topics for complex systems research in educational psychology.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.