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Chaos, Complexity, and Education

Chaos, Complexity, and Education is a research topic within Computational Theory and Mathematics. Science Explorer counts 3.9k research works in it since 1950. 10.3% of them reached the world's top 10% most cited for their field and year.

This cluster of papers explores the interdisciplinary field of complexity theory, focusing on emergent properties, self-organization, nonlinear dynamics, leadership in complex systems, and their implications for various domains such as education, philosophy, and social systems.

  • Complexity Theory
  • Emergence
  • Self-organization
  • Leadership
  • Nonlinear Dynamics
  • Catastrophe Theory
  • Adaptation
  • Education
  • Philosophy
  • Social Systems
Research works
3.9k
fractional, since 1950
In the world top 10%
398
per year above
Top-10% rate
10.3%
share of its works in the world top 10%
Growth, 2018-21 → 2022-25
+51%
the tick is no change
Largest producer
United States
50% of the 10 largest, 2022-now

Which countries lead Chaos, Complexity, and Education research?

By volume, the United States and the United Kingdom publish the most (283 and 67 works in 2022-now).

By volume, 2022-now

  1. 1 United States 283 works
  2. 2 United Kingdom 67 works
  3. 3 China 38 works
  4. 4 Germany 32 works
  5. 5 Italy 29 works
  6. 6 India 25 works
  7. 7 Canada 24 works
  8. 8 Japan 24 works
  9. 9 Netherlands 22 works
  10. 10 France 22 works

How concentrated that is

The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.

United States: 50.0%United Kingdom: 11.8%China: 6.7%Germany: 5.6%6 others listed: 25.9%50%largest
United States283 · 50.0%United Kingdom67 · 11.8%China38 · 6.7%Germany32 · 5.6%6 others listed147 · 25.9%

Shares of the rows listed above, not of the whole node.

Which institutions lead Chaos, Complexity, and Education research?

By volume in 2022-now, General Dynamics (United States) publishes the most Chaos, Complexity, and Education research, followed by Florida Atlantic University and Symbiom (Czechia).

Who are the leading researchers in Chaos, Complexity, and Education?

The most-cited researchers publishing on Chaos, Complexity, and Education include Karl John Friston.

  1. 1 Karl John Friston United Kingdom 310k citations

Ranked by citations received across their whole record, among researchers with at least three works on this topic.

What are the most cited papers in Chaos, Complexity, and Education?

The most cited paper in Chaos, Complexity, and Education is "Soft Systems Methodology in Action" (Thomas Gough, Peter B. Checkland, Jim Scholes, 1991), with 3,400 citations. Next come "Collaborating: Finding Common Ground for Multiparty Problems" (2,703) and "Hidden Order: How Adaptation Builds Complexity" (2,510).

Most cited papers
#PaperReleasedCitations
1 Soft Systems Methodology in Action Thomas Gough, Peter B. Checkland, Jim Scholes · Journal of the Operational Research Society Sep 1991 3,400
2 Collaborating: Finding Common Ground for Multiparty Problems Robert Kramer, Barbara Gray · Academy of Management Review Jul 1990 2,703
3 Hidden Order: How Adaptation Builds Complexity Roger F. Malina, John H. Holland · Leonardo 1996 2,510
4 Complexity Leadership Theory: Shifting leadership from the industrial age to the knowledge era Mary Uhl‐Bien, Russ Marion, Bill McKelvey · The Leadership Quarterly 12 Jun 2007 2,309
5 The Structure of Science Ernest Nagel, David Hawkins · American Journal of Physics Oct 1961 2,235
All 99 most cited papers, with filters and sorting

Where is Chaos, Complexity, and Education research done?

The largest centres of Chaos, Complexity, and Education research in 2022-now are London (United Kingdom), Fairfax (United States), Washington D.C. (United States) and Moscow (Russia).

Largest cities, 2022-now

  1. 1 LondonUnited Kingdom 16 works
  2. 2 FairfaxUnited States 13 works
  3. 3 Washington D.C.United States 13 works
  4. 4 MoscowRussia 11 works
  5. 5 New YorkUnited States 10 works
  6. 6 Boca RatonUnited States 9 works
  7. 7 BeijingChina 9 works
  8. 8 SázavaCzechia 8 works
  9. 9 Stevens PointUnited States 8 works
  10. 10 TokyoJapan 7 works
See Chaos, Complexity, and Education on the map

Where is the best place to study Chaos, Complexity, and Education?

Among universities, judged by research, Florida Atlantic University score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.

Excellenceshare of its work in the world top 10%, 2022-now and all time averaged
40%
Specialisationhow much of its work is in this field, counted up to 10× the world share
10%
Sizeits output in this field, on a log scale
30%
Growthoutput growth, counted from -20% to +20%
10%
Internationalshare of its work with a co-author abroad
10%
Each slider sets a weight; the share it gets of the score is beside it.
#UniversityScoreTop 10%SpecialisationWorksGrowth
1Florida Atlantic UniversityUnited States 5.04.4%60.9×9 -

Universities only. The score blends excellence (40%), size (30%), specialisation (10%), growth (10%), international reach (10%), 2022-now; growth compares 2018-21 with 2022-25 and counts up to +20%, since a jump from a small base is mostly noise.

Every institution in Chaos, Complexity, and Education, country by country

Is Chaos, Complexity, and Education research growing?

Output in 2022-2025 was 51% higher than in 2018-2021, peaking in 2026. The fastest-growing topics are Chaos, Complexity, and Education.

still counting19801990200020102020
grewheldshrank

The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.

Its share of all research

Growing output can still be a shrinking share: all of science grows. This is Chaos, Complexity, and Education as a percentage of every work published that year, 0.0019% in 2024.

still counting0.0050%0.010%Chaos, Complexity, and Education0.0045% in 202519801990200020102020

Fractional works of Chaos, Complexity, and Education over all fractional works that year. How the balance of science has shifted.

How much of it reaches the world top 10%

Year by year.

still counting5%10%15%Chaos, Complexity, and Education12.1% in 2025200020102020

Of each year's works in it, the share that reached the world's 10% most cited for their field and year. A field is the world for its own topics, so there is no other line to hold it against.

Which topics inside it are moving

Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.

Discussion

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