Wicked problem
Encyclopedia
"Wicked problem" is a phrase originally used in social planning
to describe a problem that is difficult or impossible to solve because of incomplete, contradictory, and changing requirements that are often difficult to recognize. Moreover, because of complex interdependencies, the effort to solve one aspect of a wicked problem may reveal or create other problems.
C. West Churchman
introduced the concept of wicked problems in a "Guest Editorial" of Management Science (Vol. 14, No. 4, December 1967) by referring to "a recent seminar" by Professor Horst Rittel, and discussing the moral responsibility of Operations Research
"to inform the manager in what respect our 'solutions' have failed to tame his wicked problems". Horst Rittel
and Melvin M. Webber
formally described the concept of wicked problems in a 1973 treatise
, contrasting "wicked" problems with relatively "tame," soluble problems in mathematics
, chess
, or puzzle
solving.
al, and political issues. A problem whose solution requires a great number of people to change their mindsets and behavior is likely to be a wicked problem. Therefore, many standard examples of wicked problems come from the areas of public planning and policy. These include global climate change
, natural hazards, healthcare, the AIDS
epidemic, pandemic influenza, international drug trafficking, homeland security
, nuclear weapons, and nuclear energy
and waste.
In recent years, problems in many areas have been identified as exhibiting elements of wickedness - examples range from aspects of design decision making and knowledge management
to business strategy.
Thus wicked problems are also characterised by the following:
Although Rittel and Webber framed the concept in terms of social policy and planning, wicked problems occur in any domain involving stakeholders with differing perspectives. Recognising this, Rittel and Kunz developed a technique called Issue-Based Information System
(IBIS), which facilitates documentation of the rationale behind a group decision in an objective manner.
A recurring theme in research and industry literature is the connection between wicked problems and design. Design problems are typically wicked because they are often ill defined (no prescribed way forward), involve Stakeholders with different perspectives, and have no "right" or "optimal" solution. Thus wicked problems cannot be solved by the application of standard (or known) methods; they demand creative solutions.
since the 1970s to address problems involving complexity, uncertainty and conflict.
Extending Ackoff, Robert Horn
says that "a Social Mess is a set of interrelated problems and other messes. Complexity—systems of systems—is among the factors that makes Social Messes so resistant to analysis and, more importantly, to resolution."
According to Horn, the defining characteristics of a social mess are:
s have pointed out that software development
shares many properties with other design
practices (particularly that people-, process
-, and technology
-problems have to be considered equally), and have incorporated Rittel's concepts into their software design
methodologies. The design and integration of complex software-defined services that use the Web (Web services) can be construed as an evolution from previous models of software design, and therefore becomes a wicked problem also.
Convention in Chicago, February 28 – March 3, 2007. They presented a revised version of the paper to the Climate Change: Global Risks, Challenges and Decisions Congress, 10–12 March 2009, Copenhagen, Denmark.
They defined super wicked problems as having the following additional characteristics:
While the items that define a wicked problem relate to the problem itself, the items that define a super wicked problem relate to the agent trying to solve it. Global warming
is considered as super wicked problem by others.
Planning
Planning in organizations and public policy is both the organizational process of creating and maintaining a plan; and the psychological process of thinking about the activities required to create a desired goal on some scale. As such, it is a fundamental property of intelligent behavior...
to describe a problem that is difficult or impossible to solve because of incomplete, contradictory, and changing requirements that are often difficult to recognize. Moreover, because of complex interdependencies, the effort to solve one aspect of a wicked problem may reveal or create other problems.
C. West Churchman
C. West Churchman
Charles West Churchman was an American philosopher and systems scientist, who was Professor at the School of Business Administration and Professor of Peace and Conflict Studies at the University of California, Berkeley...
introduced the concept of wicked problems in a "Guest Editorial" of Management Science (Vol. 14, No. 4, December 1967) by referring to "a recent seminar" by Professor Horst Rittel, and discussing the moral responsibility of Operations Research
Operations research
Operations research is an interdisciplinary mathematical science that focuses on the effective use of technology by organizations...
"to inform the manager in what respect our 'solutions' have failed to tame his wicked problems". Horst Rittel
Horst Rittel
Horst Willhelm Jakob Rittel was a German-born design theorist and university professor. He is best-known Horst Willhelm Jakob Rittel (* 14 July 1930 in Berlin, † 9 July 1990 in Heidelberg) was a German-born design theorist and university professor. He is best-known Horst Willhelm Jakob Rittel (*...
and Melvin M. Webber
Melvin M. Webber
Melvin M. Webber was an urban designer and theorist associated for most of his career with the University of California at Berkeley but whose work was internationally important....
formally described the concept of wicked problems in a 1973 treatise
Treatise
A treatise is a formal and systematic written discourse on some subject, generally longer and treating it in greater depth than an essay, and more concerned with investigating or exposing the principles of the subject.-Noteworthy treatises:...
, contrasting "wicked" problems with relatively "tame," soluble problems in mathematics
Mathematics
Mathematics is the study of quantity, space, structure, and change. Mathematicians seek out patterns and formulate new conjectures. Mathematicians resolve the truth or falsity of conjectures by mathematical proofs, which are arguments sufficient to convince other mathematicians of their validity...
, chess
Chess
Chess is a two-player board game played on a chessboard, a square-checkered board with 64 squares arranged in an eight-by-eight grid. It is one of the world's most popular games, played by millions of people worldwide at home, in clubs, online, by correspondence, and in tournaments.Each player...
, or puzzle
Puzzle
A puzzle is a problem or enigma that tests the ingenuity of the solver. In a basic puzzle, one is intended to put together pieces in a logical way in order to come up with the desired solution...
solving.
Horst Rittel and Melvin Webber
Rittel and Webber's (1973) formulation of wicked problems specifies ten characteristics, perhaps best considered in the context of social policy planning. According to Ritchey (2007), the ten characteristics are:- There is no definitive formulation of a wicked problem (defining wicked problems is itself a wicked problem).
- Wicked problems have no stopping ruleStopping ruleIn probability theory, in particular in the study of stochastic processes, a stopping time is a specific type of “random time”....
. - Solutions to wicked problems are not true-or-falsePrinciple of bivalenceIn logic, the semantic principle of bivalence states that every declarative sentence expressing a proposition has exactly one truth value, either true or false...
, but better or worse. - There is no immediate and no ultimate test of a solution to a wicked problem.
- Every solution to a wicked problem is a "one-shot operation"; because there is no opportunity to learn by trial and errorTrial and errorTrial and error, or trial by error, is a general method of problem solving, fixing things, or for obtaining knowledge."Learning doesn't happen from failure itself but rather from analyzing the failure, making a change, and then trying again."...
, every attempt counts significantly. - Wicked problems do not have an enumerable (or an exhaustively describable) set of potential solutions, nor is there a well-described set of permissible operations that may be incorporated into the plan.
- Every wicked problem is essentially unique.
- Every wicked problem can be considered to be a symptom of another problem.
- The existence of a discrepancy representing a wicked problem can be explained in numerous ways. The choice of explanation determines the nature of the problem's resolution.
- The planner has no right to be wrong (planners are liable for the consequences of the actions they generate).
Jeff Conklin
Seeking to generalize the concept of problem wickedness to areas other than planning and policy, Conklin identifies the following as defining characteristics of wicked problems:- The problem is not understood until after the formulation of a solution.
- Wicked problems have no stopping rule.
- Solutions to wicked problems are not right or wrong.
- Every wicked problem is essentially novel and unique.
- Every solution to a wicked problem is a 'one shot operation.'
- Wicked problems have no given alternative solutions.
Problem examples
Classic examples of wicked problems include economic, environmentNatural environment
The natural environment encompasses all living and non-living things occurring naturally on Earth or some region thereof. It is an environment that encompasses the interaction of all living species....
al, and political issues. A problem whose solution requires a great number of people to change their mindsets and behavior is likely to be a wicked problem. Therefore, many standard examples of wicked problems come from the areas of public planning and policy. These include global climate change
Climate change
Climate change is a significant and lasting change in the statistical distribution of weather patterns over periods ranging from decades to millions of years. It may be a change in average weather conditions or the distribution of events around that average...
, natural hazards, healthcare, the AIDS
AIDS
Acquired immune deficiency syndrome or acquired immunodeficiency syndrome is a disease of the human immune system caused by the human immunodeficiency virus...
epidemic, pandemic influenza, international drug trafficking, homeland security
Homeland security
Homeland security is an umbrella term for security efforts to protect states against terrorist activity. Specifically, is a concerted national effort to prevent terrorist attacks within the U.S., reduce America’s vulnerability to terrorism, and minimize the damage and recover from attacks that do...
, nuclear weapons, and nuclear energy
Nuclear power
Nuclear power is the use of sustained nuclear fission to generate heat and electricity. Nuclear power plants provide about 6% of the world's energy and 13–14% of the world's electricity, with the U.S., France, and Japan together accounting for about 50% of nuclear generated electricity...
and waste.
In recent years, problems in many areas have been identified as exhibiting elements of wickedness - examples range from aspects of design decision making and knowledge management
Knowledge management
Knowledge management comprises a range of strategies and practices used in an organization to identify, create, represent, distribute, and enable adoption of insights and experiences...
to business strategy.
Background and context
Rittel and Webber coined the term in the context of problems of social policy, an arena in which a purely scientific-rational approach cannot be applied because of the lack of a clear problem definition and differing perspectives of stakeholders. In their words, "The search for scientific bases for confronting problems of social policy is bound to fail because of the nature of these problems...Policy problems cannot be definitively described. Moreover, in a pluralistic society there is nothing like the indisputable public good; there is no objective definition of equity; policies that respond to social problems cannot be meaningfully correct or false; and it makes no sense to talk about 'optimal solutions' to these problems...Even worse, there are no solutions in the sense of definitive answers."Thus wicked problems are also characterised by the following:
- The solution depends on how the problem is framed and vice-versa (i.e. the problem definition depends on the solution)
- Stakeholders have radically different world views and different frames for understanding the problem.
- The constraints that the problem is subject to and the resources needed to solve it change over time.
- The problem is never solved definitively.
Although Rittel and Webber framed the concept in terms of social policy and planning, wicked problems occur in any domain involving stakeholders with differing perspectives. Recognising this, Rittel and Kunz developed a technique called Issue-Based Information System
Issue-Based Information System
Issue-Based Information System was invented by Werner Kunz and Horst Rittel as an argumentation-based approach to tackling wicked problems - complex, ill-defined problems that involve multiple stakeholders....
(IBIS), which facilitates documentation of the rationale behind a group decision in an objective manner.
A recurring theme in research and industry literature is the connection between wicked problems and design. Design problems are typically wicked because they are often ill defined (no prescribed way forward), involve Stakeholders with different perspectives, and have no "right" or "optimal" solution. Thus wicked problems cannot be solved by the application of standard (or known) methods; they demand creative solutions.
Strategies to tackle wicked problems
Wicked problems cannot be tackled by the traditional approach in which problems are defined, analysed and solved in sequential steps. The main reason for this is that there is no clear problem definition of wicked problems. In a paper published in 2000, Roberts identifies the following strategies to cope with wicked problems:Authoritative
These strategies seek to tame wicked problems by vesting the responsibility for solving the problems in the hands of a few people. The reduction in the number of stakeholders reduces problem complexity, as many competing points of view are eliminated at the start. The disadvantage is that authorities and experts charged with solving the problem may not have an appreciation of all the perspectives needed to tackle the problem.Competitive
These strategies attempt to solve wicked problems by pitting opposing points of view against each other, requiring parties that hold these views to come up with their preferred solutions. The advantage of this approach is that different solutions can be weighed up against each other and the best one chosen. The disadvantage is that this adversarial approach creates a confrontational environment in which knowledge sharing is discouraged. Consequently, the parties involved may not have an incentive to come up with their best possible solution.Collaborative
These strategies aim to engage all stakeholders in order to find the best possible solution for all stakeholders. Typically these approaches involve meetings in which issues and ideas are discussed and a common, agreed approach is formulated. In his 1972 paper, Rittel hints at a collaborative approach; one which attempts, "…to make those people who are being affected into participants of the planning process . They are not merely asked but actively involved in the planning process…" A disadvantage of this approach is that achieving a shared understanding and commitment to solving a wicked problem is a time-consuming process. Research over the last two decades has shown the value of computer assisted argumentation techniques in improving the effectiveness of cross-stakeholder communication. More recently, the technique of dialogue mapping has been used in tackling wicked problems in organizations using a collaborative approach.Problem Structuring Methods
A range of so-called Problem Structuring Methods have been developed in Operations ResearchOperations research
Operations research is an interdisciplinary mathematical science that focuses on the effective use of technology by organizations...
since the 1970s to address problems involving complexity, uncertainty and conflict.
Messes and social messes
Russell L. Ackoff wrote about complex problems as messes: "Every problem interacts with other problems and is therefore part of a set of interrelated problems, a system of problems…. I choose to call such a system a mess."Extending Ackoff, Robert Horn
Robert E. Horn
Robert E. Horn is an American political scientist, who taught at Harvard, Columbia, and Sheffield universities. Currently he is a visiting scholar at Stanford University's Center for the Study of Language and Information...
says that "a Social Mess is a set of interrelated problems and other messes. Complexity—systems of systems—is among the factors that makes Social Messes so resistant to analysis and, more importantly, to resolution."
According to Horn, the defining characteristics of a social mess are:
- No unique “correct” view of the problem;
- Different views of the problem and contradictory solutions;
- Most problems are connected to other problems;
- Data are often uncertain or missing;
- Multiple value conflicts;
- Ideological and cultural constraints;
- Political constraints;
- Economic constraints;
- Often a-logical or illogical or multi-valued thinking;
- Numerous possible intervention points;
- Consequences difficult to imagine;
- Considerable uncertainty, ambiguity;
- Great resistance to change; and,
- Problem solver(s) out of contact with the problems and potential solutions.
Wicked problems in software development
In the last decade, other computer scientistComputer scientist
A computer scientist is a scientist who has acquired knowledge of computer science, the study of the theoretical foundations of information and computation and their application in computer systems....
s have pointed out that software development
Software development
Software development is the development of a software product...
shares many properties with other design
Design
Design as a noun informally refers to a plan or convention for the construction of an object or a system while “to design” refers to making this plan...
practices (particularly that people-, process
Business process
A business process or business method is a collection of related, structured activities or tasks that produce a specific service or product for a particular customer or customers...
-, and technology
Technology
Technology is the making, usage, and knowledge of tools, machines, techniques, crafts, systems or methods of organization in order to solve a problem or perform a specific function. It can also refer to the collection of such tools, machinery, and procedures. The word technology comes ;...
-problems have to be considered equally), and have incorporated Rittel's concepts into their software design
Software design
Software design is a process of problem solving and planning for a software solution. After the purpose and specifications of software are determined, software developers will design or employ designers to develop a plan for a solution...
methodologies. The design and integration of complex software-defined services that use the Web (Web services) can be construed as an evolution from previous models of software design, and therefore becomes a wicked problem also.
Super wicked problems
Kelly Levin, Benjamin Cashore, Steven Bernstein and Graeme Auld introduced in 2007 the distinction between "wicked" and "super wicked problems". They first presented International Studies AssociationInternational Studies Association
The International Studies Association was founded by a group of scholars and practitioners in 1959 to pursue mutual interests in international studies. Representing eighty countries, ISA has over three thousand members worldwide and is the most respected and widely known scholarly association in...
Convention in Chicago, February 28 – March 3, 2007. They presented a revised version of the paper to the Climate Change: Global Risks, Challenges and Decisions Congress, 10–12 March 2009, Copenhagen, Denmark.
They defined super wicked problems as having the following additional characteristics:
- Time is running out.
- No central authority.
- Those seeking to solve the problem are also causing it.
- Hyperbolic discountingHyperbolic discountingIn behavioral economics, hyperbolic discounting is a time-inconsistent model of discounting.Given two similar rewards, humans show a preference for one that arrives sooner rather than later. Humans are said to discount the value of the later reward, by a factor that increases with the length of the...
occurs
While the items that define a wicked problem relate to the problem itself, the items that define a super wicked problem relate to the agent trying to solve it. Global warming
Global warming
Global warming refers to the rising average temperature of Earth's atmosphere and oceans and its projected continuation. In the last 100 years, Earth's average surface temperature increased by about with about two thirds of the increase occurring over just the last three decades...
is considered as super wicked problem by others.
See also
- Business Decision MappingBusiness Decision MappingBusiness Decision Mapping is a technique for making decisions, particularly for the kind of decisions that often need to be made in business...
- Collaborative softwareCollaborative softwareCollaborative software is computer software designed to help people involved in a common task achieve goals...
- Collaborative information seekingCollaborative information seekingCollaborative information seeking is a field of research that involves studying situations, motivations, and methods for people working in collaborative groups for information seeking projects, as well as building systems for supporting such activities. Such projects often involve information...
- Compendium (software)Compendium (software)Compendium is a computer program and social science tool that facilitates the mapping and management of ideas and arguments. The software provides a visual environment that allows people to structure and record collaboration as they work through "wicked problems". The software is currently released...
- Computational sociologyComputational sociologyComputational sociology is a branch of sociology that uses computationally intensive methods to analyze and model social phenomena. Using computer simulations, artificial intelligence, complex statistical methods, and new analytic approaches like social network analysis, computational sociology...
- Computational complexity theoryComputational complexity theoryComputational complexity theory is a branch of the theory of computation in theoretical computer science and mathematics that focuses on classifying computational problems according to their inherent difficulty, and relating those classes to each other...
- Computer simulationComputer simulationA computer simulation, a computer model, or a computational model is a computer program, or network of computers, that attempts to simulate an abstract model of a particular system...
- Creative problem solvingCreative problem solvingCreative problem solving is the mental process of creating a solution to a problem. It is a special form of problem solving in which the solution is independently created rather than learned with assistance.Creative problem solving always involves creativity....
- Critical thinkingCritical thinkingCritical thinking is the process or method of thinking that questions assumptions. It is a way of deciding whether a claim is true, false, or sometimes true and sometimes false, or partly true and partly false. The origins of critical thinking can be traced in Western thought to the Socratic...
- Decision makingDecision makingDecision making can be regarded as the mental processes resulting in the selection of a course of action among several alternative scenarios. Every decision making process produces a final choice. The output can be an action or an opinion of choice.- Overview :Human performance in decision terms...
- Decision problemDecision problemIn computability theory and computational complexity theory, a decision problem is a question in some formal system with a yes-or-no answer, depending on the values of some input parameters. For example, the problem "given two numbers x and y, does x evenly divide y?" is a decision problem...
- DesignDesignDesign as a noun informally refers to a plan or convention for the construction of an object or a system while “to design” refers to making this plan...
- Design RationaleDesign RationaleA Design Rationale is an explicit documentation of the reasons behind decisions made when designing a system or artifact. As initially developed by W.R...
- Douglas EngelbartDouglas EngelbartDouglas Carl Engelbart is an American inventor, and an early computer and internet pioneer. He is best known for his work on the challenges of human-computer interaction, resulting in the invention of the computer mouse, and the development of hypertext, networked computers, and precursors to GUIs...
- Dream argumentDream argumentThe dream argument is the postulation that the act of dreaming provides preliminary evidence that the senses we trust to distinguish reality from illusion should not be fully trusted, and therefore any state that is dependent on our senses should at the very least be carefully examined and...
- HeuristicHeuristicHeuristic refers to experience-based techniques for problem solving, learning, and discovery. Heuristic methods are used to speed up the process of finding a satisfactory solution, where an exhaustive search is impractical...
- Issue-Based Information SystemIssue-Based Information SystemIssue-Based Information System was invented by Werner Kunz and Horst Rittel as an argumentation-based approach to tackling wicked problems - complex, ill-defined problems that involve multiple stakeholders....
- Morphological analysisMorphological analysisMorphological Analysis or General Morphological Analysis is a method developed by Fritz Zwicky for exploring all the possible solutions to a multi-dimensional, non-quantified problem complex.-Overview:...
- PlanningPlanningPlanning in organizations and public policy is both the organizational process of creating and maintaining a plan; and the psychological process of thinking about the activities required to create a desired goal on some scale. As such, it is a fundamental property of intelligent behavior...
- Post-normal sciencePost-normal sciencePost-Normal Science is a concept developed by Silvio Funtowicz and Jerome Ravetz, attempting to characterise a methodology of inquiry that is appropriate for cases where "facts are uncertain, values in dispute, stakes high and decisions urgent"...
- Problem solvingProblem solvingProblem solving is a mental process and is part of the larger problem process that includes problem finding and problem shaping. Consideredthe most complex of all intellectual functions, problem solving has been defined as higher-order cognitive process that requires the modulation and control of...
- Robert E. HornRobert E. HornRobert E. Horn is an American political scientist, who taught at Harvard, Columbia, and Sheffield universities. Currently he is a visiting scholar at Stanford University's Center for the Study of Language and Information...
- Russell L. AckoffRussell L. AckoffRussell Lincoln Ackoff was an American organizational theorist, consultant, and Anheuser-Busch Professor Emeritus of Management Science at the Wharton School, University of Pennsylvania. Ackoff was a pioneer in the field of operations research, systems thinking and management...
- Scenario planningScenario planningScenario planning, also called scenario thinking or scenario analysis, is a strategic planning method that some organizations use to make flexible long-term plans. It is in large part an adaptation and generalization of classic methods used by military intelligence.The original method was that a...
- Small Is BeautifulSmall Is BeautifulSmall Is Beautiful: Economics As If People Mattered is a collection of essays by British economist E. F. Schumacher. The phrase "Small Is Beautiful" came from a phrase by his teacher Leopold Kohr...
- Social entrepreneurshipSocial entrepreneurshipSocial entrepreneurship is the work of social entrepreneurs. A social entrepreneur recognizes a social problem and uses entrepreneurial principles to organize, create and manage a venture to achieve social change . While a business entrepreneur typically measures performance in profit and return, a...
- Soft systems methodology
- Structured Systems Analysis and Design MethodStructured Systems Analysis and Design MethodStructured systems analysis and design method is a systems approach to the analysis and design of information systems. SSADM was produced for the Central Computer and Telecommunications Agency , a UK government office concerned with the use of technology in government, from 1980 onwards.- Overview...
- Systems analysisSystems analysisSystems analysis is the study of sets of interacting entities, including computer systems analysis. This field is closely related to requirements analysis or operations research...
- System dynamicsSystem dynamicsSystem dynamics is an approach to understanding the behaviour of complex systems over time. It deals with internal feedback loops and time delays that affect the behaviour of the entire system. What makes using system dynamics different from other approaches to studying complex systems is the use...
- Systems thinkingSystems thinkingSystems thinking is the process of understanding how things influence one another within a whole. In nature, systems thinking examples include ecosystems in which various elements such as air, water, movement, plants, and animals work together to survive or perish...
- Systems theorySystems theorySystems theory is the transdisciplinary study of systems in general, with the goal of elucidating principles that can be applied to all types of systems at all nesting levels in all fields of research...
- Twelve leverage pointsTwelve leverage pointsThe twelve leverage points to intervene in a system were proposed by Donella Meadows, a scientist and system analyst focused on environmental limits to economic growth...
Donnella Meadows' suggestions on where to exert leverage in complex systems
Further reading
- Australian Public Services Commission Tackling Wicked Problems, 2007
- Brown, Valerie A. and Harris, John A. and Russell, Jacqueline Y; "Tackling wicked problems : through the transdisciplinary imagination" Edited by Valerie A. Brown, John A. Harris and Jacqueline Y. Russell Earthscan, London ; Washington, DC : 2010. ISBN 978-1-84407-925-4.
- Churchman, C. West, "Wicked Problems", Management ScienceManagement Science: A Journal of the Institute for Operations Research and the Management SciencesManagement Science: A Journal of the Institute for Operations Research and the Management Sciences is a peer-reviewed academic journal covering the techniques of operations research and scientific approaches to problems of management, marketing, manufacturing, and related fields...
, Vol. 14, No. 4, December 1967. Guest Editorial - Conklin, Jeff; Building Shared Understanding of Wicked Problems, Rotman Magazine, the alumni magazine of Rotman School of ManagementRotman School of ManagementThe Joseph L. Rotman School of Management commonly known as Rotman School of Management is the University of Toronto's business school, located in St. George Street in Downtown Toronto. The school, named after Joseph L...
(Winter 2009). - DeGrace, Peter, and L. Hulet Stahl; "Wicked Problems, Righteous Solutions: A Catalog of Modern Engineering Paradigms," Prentice Hall PTR; 1st edition, 12 February 1998, ISBN 0-13-590126-X.
- Horn, Robert E., Knowledge Mapping for Complex Social Messes, a Stanford University Stanford UniversityThe Leland Stanford Junior University, commonly referred to as Stanford University or Stanford, is a private research university on an campus located near Palo Alto, California. It is situated in the northwestern Santa Clara Valley on the San Francisco Peninsula, approximately northwest of San...
presentation to the "Foundations in the Knowledge Economy" conference at the David and Lucile Packard FoundationDavid and Lucile Packard FoundationThe David and Lucile Packard Foundation is a private foundation that provides grants to not-for-profit organizations. It was created in 1964 by David Packard and his wife Lucile Salter Packard. Following David Packard's death in 1996, the Foundation became the beneficiary of part of his estate...
, July 16, 2001 - Horn, Robert E., and Robert P. Weber; New Tools For Resolving Wicked Problems: Mess Mapping and Resolution Mapping Processes, Strategy Kinetics L.L.C., 2007
- Richardson, Adam; Wicked Problems: Today's business problems can be impossible to define, let alone solve, Fall 2006
- Ritchey, T.: Wicked Problems - Social Messes: Decision support Modelling with Morphological Analysis. SpringerSpringer Science+Business Media- Selected publications :* Encyclopaedia of Mathematics* Ergebnisse der Mathematik und ihrer Grenzgebiete * Graduate Texts in Mathematics * Grothendieck's Séminaire de géométrie algébrique...
, 2011 - Rittel, Horst; "Second Generation Design Methods," Interview in Design Methods Group, 5th Anniversary Report, DMG Occasional Paper 1, 1972, pp. 5–10. Reprinted in N. Cross (ed.), Developments in Design Methodology, J. Wiley & Sons, Chichester, 1984, pp. 317–327.
- Shum, Simon J. Buckingham; Albert M. Selvin, Maarten Sierhuis, Jeffrey Conklin, Charles B. Haley, Bashar Nuseibeh; Hypermedia Support for Argumentation-Based Rationale: 15 Years on from gIBIS and QOC, December 2005
External links
- CogNexus Institute - more information on wicked problems and dialogue mapping
- Compendium - software for Dialogue Mapping
- CoPe_it! - software for argumentative collaboration and decision support
- Knowledge Media Institute
- Poppendieck L.L.C. - wicked problems in software development
- Debategraph - a creative commons tool for mapping wicked problems on the webDebategraphDebategraph is a web-based, collaborative idea visualization tool, focusing on complex public policy issues.It has been used by the White House, the UK Foreign and Commonwealth Office,, the Amanpour series on CNN, and The Independent newspaper and was named as one of the Best Websites for Teaching...
- Swedish Morphological Society - Wicked Problems: Structuring Social Messes with Morphological Analysis