1. Introduction to Systems Thinking Dr Mike Yearworth ... · Systems paradigms 6 (Pidd, 2004;...
Transcript of 1. Introduction to Systems Thinking Dr Mike Yearworth ... · Systems paradigms 6 (Pidd, 2004;...
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1. Introduction to Systems Thinking Dr Mike Yearworth
Reader in Systems Engineering
© University of Bristol 2014
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What are Systems?
• “A system is a set of parts which, when combined, have qualiAes that are not present in any of the parts themselves. Those qualiAes are the emergent properAes of the system.”
• “We are increasingly concerned with complex systems, in which the parts interact with each other and with the outside world in many ways”
• “The relaAonships between the parts determine how the system behaves.”
• “IntuiAon rarely predicts the behaviour of complex systems.”
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(EllioK & Deasley, 2007)
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What is Systems Thinking?
• “Viewing situaAons holisAcally, as opposed to reducAonisAcally, as a set of diverse interacAng elements within an environment
• Recognising that the relaAonships or interacAons between elements are more important than the elements themselves in determining the behaviour of the system
• Recognising a hierarchy of levels of systems and the consequent ideas of properAes emerging at different levels, and mutual causality both within and between levels
• AccepAng, especially in social systems, that people will act in accordance with differing purposes or raAonaliAes”
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(Mingers & White, 2010)
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What is Systems Thinking?
• “a discipline for seeing wholes. It is a framework for seeing interrelaAonships rather than things, for seeing paKerns of change rather than staAc snapshots…systems thinking is a discipline for seeing the ‘structures’ that underlie complex situaAons, and for discerning high and low leverage change”
• “…an epistemology which, when applied to human acAvity is based upon the four basic ideas: emergence, hierarchy, communicaAon, and control as characterisAcs of systems. When applied to natural or designed systems the crucial characterisAc is the emergent properAes of the whole.”
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(Senge, 1990)
(Checkland & Scholes, 1999)
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Hard systems tradi,on So0 systems tradi,on Assumes the world contains systems that can be engineered
Assumes the world is problemaAcal but can be explored with systems models
Assumes systems models to be models of the world (ontologies)
Assumes systems models to be intellectual, conceptual constructs (epistemologies)
Modelling is oriented to goal seeking, opAmisaAon, and predicAon
Modelling is oriented to learning, exploraAon, and commitment
Talks the language of “soluAons” Talks the language of “issues”
Advantages Advantages Allows use of powerful quanAtaAve techniques (simulaAon, visualisaAon…)
Is open to all stakeholders and keeps in touch with human interests
Disadvantages Disadvantages May loose touch with the actual problem situaAon; ownership and control issues
Does not produce final answers, accepts that inquiry is never ending
The “Hard” and “Soft” systems traditions compared
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Adapted from (Checkland & Holwell, 2004)
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Systems paradigms
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(Pidd, 2004; Kotiadis & Mingers, 2006)
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858 Journal of the Operational Research Society Vol. 57, No. 7
a b c dHARD OR - data analysis
HARD - data mining HARD SOFT
T HARDSOFTOR Time Nz -SSM
SOFT Hard and soft intertwined.
Figure 1 The soft and hard paradigm taken from Pidd (2004a) and Brown et al (2006).
simple resistance to multiparadigm thinking' (p 533) for example to abandon all but one paradigm as suggested by Pfeffer (1993). Secondly, in many cases it 'provides an overall framework that mixes and combines terms and implications of arguments grounded in different paradig- matic assumptions without considering the relationship between the assumptions themselves' (p 533). We will focus on paradigm crossing as it provides a theoretical basis and explanation of multiparadigm work in practice.
Paradigm crossing is about how multiple paradigms are dealt with by an individual researcher without ignoring them, as the integrationist position, or refusing to confront them, as the incommensurability position. Schultz and Hatch (1996) focus on strategies for paradigm crossing and they add a new one to the existing ones in the literature. The existing strategies are the sequential, the parallel, the bridging, and interplay (Schultz and Hatch's strategy). In the sequential strategy, the relationship between paradigms is linear and movement from one paradigm to another is unidirectional. In the parallel strategy, different paradigms are all applied on an equal basis instead of sequentially. The sequential and parallel strategies leave the boundaries of each paradigm deployed intact but in the bridging strategy the boundaries are more permeable. In fact, Gioia and Pitre (1990), who first articulated the bridging strategy, argued that paradigm boundaries are ill defined and blurred, and that it is 'difficult, if not impossible, to establish exactly where one paradigm leaves off and another begins' (p 592). Therefore, the boundaries are better conceived as transition zones.
The interplay strategy 'refers to the simultaneous recogni- tion of both contrasts and connections between paradigms rather than differences' (p 534). Researchers using this strategy will transpose the findings from one paradigm in such a way that they inform the research conducted in a different paradigm. Therefore, the researcher can move back and forth between paradigms allowing cross-fertilization between the paradigms while maintaining diversity. The main difference of the interplay with the other strategies is 'in the nature of the relationship it constructs between the researcher and the multiple paradigms it specifies' (p 535). It is this approach that is closest to that advocated by Mingers (1997b) and appears to fit Pidd's (2004a) (Figure 1) last
illustration, which is essentially a representation of a paradigm strategy.
Tashakkori and Teddlie (1998) also explore the paradigm strategies for combining qualitative and quantitative meth- odologies and categorise the sequential and parallel under mixed method studies but they do not refer to the bridging or interplay strategies although they acknowledge a mixed model studies category that could incorporate them.
This debate about strategies is an attempt to understand and communicate the multimethodology work undertaken that could be classified as multiparadigm. This debate is in its infancy and it is interesting to see the authors that are currently engaged attempting to communicate with the audience not only by words but also with pictures as if words cannot go deep enough under the surface into the subconscious where most of the work arguably took place. A picture is worth a thousand words and perhaps in such situations a more useful communication tool.
Cultural difficulties
Peoples' assumptions about the world and how to deal with its problems is to some extent a cultural issue that has resulted through socialization and education. In manage- ment science, there are communities particularly educational ones that are perceived as more hard OR focused or to have a more balanced number of hard and soft OR specialists than others. However, the latter are thought to be fewer particularly as many working in the field of management science emerge from a variety of positivist disciplines, for example, mathematics, computer science, engineering, etc. Undoubtedly this must affect both the type of research or projects undertaken in these departments as well as the student's experience and attitude to problem solving immediately after university. It is logical to assume that this culture also feeds into industry. PSMs are probably not even considered by the majority of management scientists in the first instance when considering a problematic situation and many will simply turn to the old familiar approaches. In the event that they are considered for use either alone or with a traditional hard OR method there is probably a degree of fear about being competent in their use.
On the other hand, Pidd (2004a) makes some interesting points about the clients view about someone being able to
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Why Systems? Messes, swamps and wicked problems…
• Aim is interven*on in a problem situaAon, not knowledge gathering for its own sake
• No definiAve formulaAon of the problem situaAon • There is no stopping rule, the problem situaAon is on-‐going • IntervenAons are not right or wrong, there is no immediate/ulAmate
test of an intervenAon, but only viewed as good/bad • IntervenAons are ‘one-‐shot’, no trial-‐and-‐error (experiments), every
intervenAon counts significantly, they are essenAally unique • No enumerable, exhausAvely describable, set of intervenAons • Problem situaAons can be considered as symptoms of other problems • IntervenAons can be contested at the level of explanaAon, there is
likely to be conflicAng evidence/data
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Adapted from (Rittel & Webber 1973)
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Why Systems? Messes, swamps and wicked problems…
• Problem situaAons involving many interested parAes with different perspecAves (worldviews)
• Problem situaAons that are not well defined • There is difficulty in agreeing objecAves of intervenAons • Success of intervenAons requires creaAng agreement
amongst parAes involved • There are many uncertainAes and lack of reliable (or any) data • Almost certainly trying to work across the boundary between
human acAvity and the artefacts of engineering
Adapted from (Mingers 2011)
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Taking Action: Problem Structuring Methods (PSMs)
• Methods, not mathematical, but structured and rigorous and based on qualitative, diagrammatic modelling
• Allow for a range of distinctive views to be expressed/explored/accommodated and allow for multiple and conflicting objectives
• Encourage active participation of stakeholders in the modelling process, through facilitated workshops and cognitive accessibility
• Can facilitate negotiating a joint agenda and ownership of implications of action
• Significant uncertainty is expected and tolerated • Operate iteratively • Aim is for exploration, learning, and commitment from
stakeholders
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Adapted from (Mingers, 2011; Mingers & Rosenhead, 2004; Rosenhead, 1996)
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Example PSM: Soft Systems Methodology (SSM)
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Adapted by John Davis from (Checkland & Scholes 1999)
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Generic properties of PSMs – summary
1. AcAon to improve 2. Systemic approach 3. AdaptaAon and creaAvity 4. Methodological lessons 5. Worldviews 6. Wicked/messy problem situaAon 7. InteracAve, iteraAve and therapeuAc 8. SubjecAvity 9. Limits
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Adapted from (Yearworth & White 201x)
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(Yearworth & White, 201x) Theoretical underpinnings – see handout Aspect Defini,on
Improvement AcAvity A structured way of approaching systemic intervenAon has been taken, which was designed to lead to improvements in a problemaAc real-‐world situaAon through a set of purposeful acAviAes
Systemic Approach The problem structuring approach used systems ideas (including boundary, hierarchy, communicaAon and control), which i) are appropriate to context, ii) theoreAcally adequate, and iii) supported by appropriate systems modelling
AdaptaAon/ CreaAvity
Conscious thought and creaAvity must have gone into how the problem structuring approach was adapted or elements combined for the parAcular problem situaAon
Methodological Lessons Use of the problem structuring approach yielded methodological lessons, extracted by conscious reflecAon
Worldviews The process of problemaAsaAon recognised that problems are construct of an individual’s mind, they do not exist independently of human thought. These constructs are defined by an individual’s “worldview”, the problem structuring approach acknowledged these and worked with them
Messiness The problem context in which the problem structuring approach was used was recognised as messy|wicked|swampy following definiAons such as contained in (Ackoff, 1979, 1981; RiKel & Webber, 1973; Rosenhead, 1992; Vennix, 1999).
InteracAve/ IteraAve/ TherapeuAc
The intervenAon in the problem situaAon has come about through sharing of “percep*ons, persuasion and debate” in a parAcipaAve group sekng using an interacAve and iteraAve approach. The facilitator or owner of the problem structuring approach adopted a stance that was “interac*ve/therapeu*c, not expert”
SubjecAvity In the approach taken it has been recognised that the stakeholders of the problem situaAon are not “divorced from the problem” and that they could not act as objecAve “outsiders” as in the ‘hard’ systems tradiAon
Limits Approaches to problem structuring might unwikngly suffer from inter alia bounded raAonality, inadequacy of organizaAonal language to supply adequate conceptual terminology, applicaAon of non-‐appropriate methodology, “spurious saliency” etc. The approach used demonstrated that it dealt with such conceptual limitaAons including building experAse in the use of problem structuring methods
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Exercise – Restating the problem situation
• In groups • Quick 5 minute brainstorm to
idenAfy – Key issues – Stakeholders involved – Assump*ons you are making as you approach the “definiAon of integrated and comprehensive urban plans addressing the efficient energy flows across various sectors, focusing on the long term”
Systems!Thinking!for!comprehensive!city!Efficient!Energy!Planning! December!2011!Acronym:!STEEP! !
! Page!No.!4!of!114!
know[how!for!strategic!integrated!planning,!involvement!of!all!stakeholders!with!responsibility!for!action!during!the!implementation!process!and!the!availability!of!tools!and!instrument!for!decision!making,!planning!and!monitoring.!!Until! very! recently,! a! large! number! of! cities! have! undertaken! different! actions! aimed! to! promote! a! more!sustainable!use!and!production!of! energy.!Generally,! these!actions! focus!on!sector!specific!problems!and!are!often!undertaken!in!isolationc!they!do!not!take!into!account!all!the!energy!flows!of!the!city!(e.g.!energy,!transport,!water,! digital! infrastructure,! etc.).! Furthermore,! most! of! the! time! the! actions! taken! are! not! integrated! into! a!strategic! approach! to! urban! planning,! which! integrates! city! land[use! planning! alongside! other! city! planning!processes!e.g.!economic!development!strategies,!sustainable!development!plans,!digital!masterplanning,!etc.!!It!seems!evident,!however,! that! the!definition of integrated and comprehensive urban plans!addressing! the!efficient! energy! flows! across! various! sectors,! focusing! on! the! long term,! achieves! much! better results and bigger impact than individual actions,!since!the!complementarities!and!synergies!between!actions!are!taken!into!consideration.!This project will focus on creating integrated Smart City Plans.!!
!
!FIGURE 1. INTEGRATED SMART CITY PLAN
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References Ackoff, R. L. (1979). Future of OperaAonal-‐Research is Past. Journal of the Opera*onal Research Society, 30(2), 93-‐104. doi:
10.2307/3009290 Ackoff, R. L. (1981). The Art And Science Of Mess Management. Interfaces, 11(1), 20-‐26. Checkland, P., & Holwell, S. (2004). "Classic" OR and "soq" OR -‐ an asymmetric complementarity. In M. Pidd (Ed.), Systems
Modelling: Theory and Prac*ce. Chichester: John Wiley & Sons, Ltd. Checkland, P., & Scholes, J. (1999). SoM Systems Methodology in Ac*on: Including a 30-‐year retrospec*ve. Chichester: Wiley. EllioK, C., & Deasley, P. (2007). Crea*ng Systems That Work: Principles of engineering systems for the 21st century Retrieved from
hKp://www.raeng.org.uk/educaAon/vps/pdf/rae_systems_report.pdf KoAadis, K., & Mingers, J. (2006). Combining PSMs with hard OR methods: the philosophical and pracAcal challenges. Journal of
the Opera*onal Research Society, 57(7), 856-‐867. doi: 10.1057/palgrave.jors.2602147 Mingers, J. (2011). Soq OR comes of age-‐but not everywhere! Omega-‐Interna*onal Journal of Management Science, 39(6),
729-‐741. doi: 10.1016/j.omega.2011.01.005 Mingers, J., & Rosenhead, J. (2004). Problem structuring methods in acAon. European Journal of Opera*onal Research, 152(3),
530-‐554. doi: 10.1016/s0377-‐2217(03)00056-‐0 Mingers, J., & White, L. (2010). A review of the recent contribuAon of systems thinking to operaAonal research and management
science. European Journal of Opera*onal Research, 207(3), 1147-‐1161. doi: 10.1016/j.ejor.2009.12.019 Pidd, M. (2004). Complementarity in systems modelling. In M. Pidd (Ed.), Systems Modelling: Theory and Prac*ce. Chichester:
John Wiley & Sons Ltd. Yearworth, M., & White, L. (201x). The non-‐codified use of Problem Structuring Methods and the need for a generic consAtuAve
definiAon. European Journal of Opera*onal Research -‐ In Review.
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References RiKel, H. W. J., & Webber, M. M. (1973). Dilemmas in a General Theory of Planning. Policy
Sciences, 4(2), 155-‐169. Rosenhead, J. (1992). Into the Swamp -‐ The Analysis of Social-‐Issues. Journal of the Opera*onal
Research Society, 43(4), 293-‐305. doi: 10.1057/jors.1992.44 Rosenhead, J. (1996). What's the problem? An introducAon to problem structuring methods.
Interfaces, 26(6), 117-‐131. doi: 10.1287/inte.26.6.117 Senge, P. M. (1990). The FiMh Discipline: The Art and Prac*ce of the Learning Organiza*on.
London: Random House. Vennix, J. (1999). Group model-‐building: tackling messy problems. System Dynamics Review,
15(4), 379-‐401. Yearworth, M., & White, L. (201x). The Non-‐Codified Use of Problem Structuring Methods and
the Need for a Generic ConsAtuAve DefiniAon. European Journal of Opera*onal Research -‐ In Review.
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