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Systems thinking

From Wikipedia, the free encyclopedia
Examining complex systems as a whole
Depiction of systems thinking about society
Complex systems
Topics

Systems thinking is a way of making sense of the complexity of the world by looking at itin terms of wholes andrelationships rather than by splitting it down into its parts.[1][2] It has been used as a way of exploring and developing effective action in complex contexts,[3] enablingsystems change.[4][5] Systems thinking draws on and contributes tosystems theory and thesystem sciences.[6]

History

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Main article:Systems theory § History

Ptolemaic system versus the Copernican system

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The termsystem ispolysemic:Robert Hooke (1674) used it in multiple senses, in his System of the World,[7]: p.24  but also in the sense of thePtolemaic system versus theCopernican system[8]: 450  of the relation of the planets to the fixed stars[9] which are cataloged inHipparchus' andPtolemy's Star catalog.[10] Hooke's claim was answered in magisterial detail by Newton's (1687)Philosophiæ Naturalis Principia Mathematica, Book three,The System of the World[11]: Book three  (that is,the system of the world is aphysical system).[7]

Newton's approach, usingdynamical systems continues to this day.[8] In brief, Newton's equations (asystem of equations) have methods fortheir solution.

Feedback control systems

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System output can be controlled withfeedback.

By 1824, theCarnot cycle presented an engineering challenge, which was how to maintain the operating temperatures of the hot and cold working fluids of thephysical plant.[12] In 1868,James Clerk Maxwell presented a framework for, and a limited solution to, the problem of controlling the rotational speed of a physical plant.[13] Maxwell's solution echoedJames Watt's (1784) centrifugal moderator (denoted as elementQ) for maintaining (but not enforcing) the constant speed of a physical plant (that is,Q represents a moderator, but not a governor, by Maxwell's definition).[14][a]

Maxwell's approach, which linearized the equations of motion of the system, produced a tractable method of solution.[14]: 428–429 Norbert Wiener identified this approach as an influence on his studies ofcybernetics[b] duringWorld War II[14] and Wiener even proposed treating somesubsystems under investigation asblack boxes.[18]: 242  Methods for solutions of the systems of equations then become the subject of study, as infeedback control systems, instability theory, inconstraint satisfaction problems, theunification algorithm,type inference, and so forth.

Systems thinking, born from the visionary contributions of theoretical biologistLudwig von Bertalanffy, computer scientistJay Forrester, and their contemporaries, reached its zenith in the 1990s with the release ofPeter Senge’s seminal work,The Fifth Discipline, a landmark in intellectual exploration.[19]

Applications

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"So, how do we change thestructure of systems to produce more of what we want and less of that which is undesirable? ... MIT’sJay Forrester likes to say that the average manager can ... guess with great accuracy where to look for leverage points—places in the system where a small change could lead to a large shift in behavior".[20]: 146 Donella Meadows, (2008)Thinking In Systems: A Primer p.145[c]

Characteristics

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System boundary in context
System input and output allows exchange of energy and information across boundary.

...What is a system? A system is a set of things ... interconnected in such a way that they produce their own pattern of behavior over time. ... But the system’s response to these forces is characteristic of itself, and that response is seldom simple in the real world

— Donella Meadows[20]: 2 

[a system] is "an integrated whole even though composed of diverse, interacting, specialized structures and subjunctions"

— IEEE (1972)[17]: 582 

"a system is a collection of things that are interconnected and interdependent from which stuff emerges"[30]

-Walls & Flach (2025)[30]

  • Subsystems serve as part of a larger system, but each comprises a system in its own right. Each frequently can be described reductively, with properties obeying its own laws, such as Newton's System of the World, in which entireplanets,stars, and their satellites can be treated, sometimes in a scientific way as dynamical systems, entirely mathematically, as demonstrated byJohannes Kepler's equation (1619) for the orbit of Mars before Newton'sPrincipia appeared in 1687.
  • Black boxes are subsystems whose operation can be characterized by their inputs and outputs,without regard to further detail.[20]: 87–88 [31]

Particular systems

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Systems far from equilibrium

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Living systems areresilient,[25] and arefar from equilibrium.[20]: Ch.3 [42]Homeostasis is the analog to equilibrium, for a living system; the concept was described in 1849, and the term was coined in 1926.[43][44]

Resilient systems areself-organizing;[25][d][20]: Ch.3 [45]

The scope of functional controls ishierarchical, in a resilient system.[25][20]: Ch.3 

Frameworks and methodologies

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Frameworks and methodologies for systems thinking include:

See also

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Notes

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  1. ^A solution to the equations for a dynamical system can be afflicted by instability or oscillation.[15]: 7:33  The Governor: A corrective action against error can solve the dynamical equation by integrating the error.[15]: 29:44 [16]
  2. ^"cybernetics:see system science.";[17]: 135  "system science: —the systematized knowledge ofsystems"[17]: 583 
  3. ^Donella Meadows,Thinking In Systems: A Primer[20][21] Overview, in video clips: Chapter 1[22] Chapter 2, part 1[23] Chapter 2, part 2[24] Chapter 3[25] Chapter 4[26] Chapter 5[27] Chapter 6[28] Chapter 7[29]
  4. ^Abstract:"An inevitable prerequisite for this book, as implied by its title, is a presupposition that systems science is a legitimate field of scientific inquiry. It is self-evident that I, as the author of this book, consider this presupposition valid. Otherwise, clearly, I would not conceive of writing the book in the first place". —George J. Klir, "What Is Systems Science?" fromFacets of Systems Science (1991)

References

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  1. ^Anderson, Virginia, & Johnson, Lauren (1997).Systems Thinking Basics: From Concepts to Causal Loops. Waltham, Mass: Pegasus Comm., Inc.
  2. ^Magnus Ramage and Karen Shipp. 2009. Systems Thinkers. Springer.
  3. ^Introduction to Systems thinking. Report of GSE and GORS seminar. Civil Service Live. 3 July 2012. Government Office for Science.
  4. ^Sarah York, Rea Lavi, Yehudit Judy Dori, and MaryKay OrgillApplications of Systems Thinking in STEM EducationJ. Chem. Educ. 2019,96, 12, 2742–2751 Publication Date:May 14, 2019https://doi.org/10.1021/acs.jchemed.9b00261
  5. ^"School of System Change: Why Systems Change?".School of System Change: Learning to lead change in a complex world. Retrieved2022-12-06.
  6. ^Systemic Thinking 101Russell L Ackoff From Mechanistic to Systemic thinking, also awal street journal(2016) Systems Thinking Speech by Dr. Russell Ackoff 1:10:57
  7. ^abHooke, Robert(1674) An attempt to prove the motion of the earth from observations
  8. ^abMarchal, J. H. (1975)."On the Concept of a System".Philosophy of Science.42 (4). [Cambridge University Press, The University of Chicago Press, Philosophy of Science Association]:448–468.doi:10.1086/288663.ISSN 0031-8248.JSTOR 187223. Retrieved2024-05-31. as reprinted in Gerald Midgely (ed.) (2002)Systems thinking volOne
  9. ^Jon VoiseyUniverse Today(14 Oct 2022) Scholarly History of Ptolemy’s Star Catalog Index
  10. ^Jessica LightfootGreek, Roman, and Byzantine Studies57 (2017) 935–9672017Hipparchus Commentary On Aratus and Eudoxus
  11. ^Newton, Isaac (1687)Philosophiæ Naturalis Principia Mathematica
  12. ^Sadi Carnot (1824)Reflections on the Motive Power of Fire
  13. ^James Clerk Maxwell (1868) On Governors 12 pages
  14. ^abcOtto Mayr(1971) Maxwell and the Origins of CyberneticsIsis, Vol.62, No. 4 (Winter, 1971), pp. 424-444 (21 pages)
  15. ^abThe Royal Society of Edinburgh(2016) Celebrating Maxwell's Genius and Legacy: Prof Rodolphe Sepulchre
  16. ^Karl Johan Åström and Richard M. Murray (2021)Feedback Systems: An Introduction for Scientists and Engineers, Second Edition
  17. ^abcIEEE (1972) Standard Dictionary of Electrical and Electronics Terms
  18. ^Peter Galison(1994) The Ontology of the Enemy: Norbert Wiener and the Cybernetic VisionCritical Inquiry, Vol.21, No. 1 (Autumn, 1994), pp. 228–266 (39 pages)JSTOR
  19. ^Why You Need Systems Thinking Now, By: Bansal, Tima; Birkinshaw, Julian. Harvard Business Review. Sep/Oct2025, Vol. 103 Issue 5, p124-133. 10p.
  20. ^abcdefgDonella Meadows, (2008)Thinking In Systems: A Primer
  21. ^Donella H. Meadows(1977) A Philosophical Look at System Dynamics 53:18
  22. ^Ashley HodgsonThinking in Systems, Key Ideas (Ch. 1)
  23. ^Ashley HodgsonThinking in Systems, Ch. 2: Types of System Dynamics 2a
  24. ^Ashley HodgsonThinking in Systems, Ch. 2, Part 2: Limiting Factors in Systems 2b
  25. ^abcdAshley HodgsonThinking in Systems, Ch. 3: Resilience, Self-Organization and Hierarchy 3
  26. ^Ashley HodgsonThinking in Systems, Ch. 4: Why Systems Surprise Us 4
  27. ^Ashley HodgsonThinking in Systems, Ch. 5: System Traps 5
  28. ^Ashley HodgsonThinking in Systems, Ch. 6: Leverage Points in Systems 6
  29. ^Ashley HodgsonThinking in Systems, Ch. 7: Living with Systems 7
  30. ^abWalls & Flach, Adam & John (26 April 2025).Do systems exist? A conversation (1st ed.). UK: amazon. p. 1.ISBN 979-8280557635.
  31. ^Wiener, Norbert;Cybernetics: Or the Control and Communication in the Animal and the Machine, MIT Press, 1961, ISBN 0-262-73009-X, page xi
  32. ^Aristotle,Politics
  33. ^JS Maloy (2009)The Aristotelianism of Locke's PoliticsJournal of the History of Ideas, Vol.70, No. 2 (April 2009), pp. 235–257 (23 pages)
  34. ^Aristotle,History of Animals
  35. ^Lennox, James (27 July 2011)."Aristotle's Biology".Stanford Encyclopedia of Philosophy. Stanford University. Retrieved28 November 2014.
  36. ^Adam Smith(1776)The Wealth of Nations Book IV refers to commercial, and mercantile systems, as well as to systems of political enonomy
  37. ^Max Weber,The Protestant Ethic and the Spirit of Capitalism
  38. ^Talcott Parsons,The Structure of Social Action
  39. ^MIT Radiation Laboratory, MIT Radiation Laboratory Series, 28 volumes
  40. ^Richard Pates(2021) What is a Lyapunov function
  41. ^abPrigogine, Ilya (1980).From Being To Becoming. Freeman.ISBN 0-7167-1107-9. 272 pages.
  42. ^abGlansdorff, P., Prigogine, I. (1971).Thermodynamic Theory of Structure, Stability and Fluctuations, London: Wiley-InterscienceISBN 0-471-30280-5
  43. ^Cannon, W.B. (1932).The Wisdom of the Body. New York: W. W. Norton. pp. 177–201.
  44. ^Cannon, W. B. (1926). "Physiological regulation of normal states: some tentative postulates concerning biological homeostatics". In A. Pettit (ed.).A Charles Riches amis, ses collègues, ses élèves (in French). Paris: Les Éditions Médicales. p. 91.
  45. ^H T Odum(25 Nov 1988) Self-Organization, Transformity and InformationScience Vol242, Issue 4882 pp. 1132–1139 as reprinted by Gerald Midgley ed. (2002),Systems Thinking vol2
  46. ^Werner Ulrich (1987)."A Brief Introduction to Critical Systems Heuristics (CSH)"(PDF).

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