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Thursday, January 9, 2020

Futures studies

From Wikipedia, the free encyclopedia
 
Moore's law is an example of futurology; it is a statistical collection of past and present trends with the goal of accurately extrapolating future trends.
 
Futures studies, also called futurology, is the study of postulating possible, probable, and preferable futures and the worldviews and myths that underlie them. In general, it can be considered as a branch of the social sciences and parallel to the field of history. Futures studies (colloquially called "futures" by many of the field's practitioners) seeks to understand what is likely to continue and what could plausibly change. Part of the discipline thus seeks a systematic and pattern-based understanding of past and present, and to determine the likelihood of future events and trends.

Unlike the physical sciences where a narrower, more specified system is studied, futurology concerns a much bigger and more complex world system. The methodology and knowledge are much less proven as compared to natural science or even social science like sociology and economics. There is a debate as to whether this discipline is an art or science and it is sometimes described by scientists as pseudoscience.

Overview

Futurology is an interdisciplinary field that aggregates and analyzes trends, with both lay and professional methods, to compose possible futures. It includes analyzing the sources, patterns, and causes of change and stability in an attempt to develop foresight. Around the world the field is variously referred to as futures studies, strategic foresight, futuristics, futures thinking, futuring, and futurology. Futures studies and strategic foresight are the academic field's most commonly used terms in the English-speaking world.

Foresight was the original term and was first used in this sense by H.G. Wells in 1932. "Futurology" is a term common in encyclopedias, though it is used almost exclusively by nonpractitioners today, at least in the English-speaking world. "Futurology" is defined as the "study of the future." The term was coined by German professor Ossip K. Flechtheim in the mid-1940s, who proposed it as a new branch of knowledge that would include a new science of probability. This term has fallen from favor in recent decades because modern practitioners stress the importance of alternative and plural futures, rather than one monolithic future, and the limitations of prediction and probability, versus the creation of possible and preferable futures.

Three factors usually distinguish futures studies from the research conducted by other disciplines (although all of these disciplines overlap, to differing degrees). First, futures studies often examines trends to compose possible, probable, and preferable futures along with the role "wild cards" can play on future scenarios. Second, futures studies typically attempts to gain a holistic or systemic view based on insights from a range of different disciplines, generally focusing on the STEEP categories of Social, Technological, Economic, Environmental and Political. Third, futures studies challenges and unpacks the assumptions behind dominant and contending views of the future. The future thus is not empty but fraught with hidden assumptions. For example, many people expect the collapse of the Earth's ecosystem in the near future, while others believe the current ecosystem will survive indefinitely. A foresight approach would seek to analyze and highlight the assumptions underpinning such views.

As a field, futures studies expands on the research component, by emphasizing the communication of a strategy and the actionable steps needed to implement the plan or plans leading to the preferable future. It is in this regard, that futures studies evolves from an academic exercise to a more traditional business-like practice, looking to better prepare organizations for the future.

Futures studies does not generally focus on short term predictions such as interest rates over the next business cycle, or of managers or investors with short-term time horizons. Most strategic planning, which develops goals and objectives with time horizons of one to three years, is also not considered futures. Plans and strategies with longer time horizons that specifically attempt to anticipate possible future events are definitely part of the field. As a rule, futures studies is generally concerned with changes of transformative impact, rather than those of an incremental or narrow scope. 

The futures field also excludes those who make future predictions through professed supernatural means. 

History


Origins

Sir Thomas More, originator of the 'Utopian' ideal.
 
Johan Galtung and Sohail Inayatullah argue in Macrohistory and Macrohistorians that the search for grand patterns of social change goes all the way back to Ssu-Ma Chien (145-90BC) and his theory of the cycles of virtue, although the work of Ibn Khaldun (1332–1406) such as The Muqaddimah would be an example that is perhaps more intelligible to modern sociology. Early western examples include Sir Thomas More’s “Utopia,” published in 1516, and based upon Plato’s “Republic,” in which a future society has overcome poverty and misery to create a perfect model for living. This work was so powerful that utopias have come to represent positive and fulfilling futures in which everyone's needs are met.

Some intellectual foundations of futures studies appeared in the mid-19th century. Isadore Comte, considered the father of scientific philosophy, was heavily influenced by the work of utopian socialist Henri Saint-Simon, and his discussion of the metapatterns of social change presages futures studies as a scholarly dialogue.

The first works that attempt to make systematic predictions for the future were written in the 18th century. Memoirs of the Twentieth Century written by Samuel Madden in 1733, takes the form of a series of diplomatic letters written in 1997 and 1998 from British representatives in the foreign cities of Constantinople, Rome, Paris, and Moscow. However, the technology of the 20th century is identical to that of Madden's own era - the focus is instead on the political and religious state of the world in the future. Madden went on to write The Reign of George VI, 1900 to 1925, where (in the context of the boom in canal construction at the time) he envisioned a large network of waterways that would radically transform patterns of living - "Villages grew into towns and towns became cities".

In 1845, Scientific American, the oldest continuously published magazine in the U.S., began publishing articles about scientific and technological research, with a focus upon the future implications of such research. It would be followed in 1872 by the magazine Popular Science, which was aimed at a more general readership.

The genre of science fiction became established towards the end of the 19th century, with notable writers, including Jules Verne and H. G. Wells, setting their stories in an imagined future world. 

Early 20th Century

H. G. Wells first advocated for 'future studies' in a lecture delivered in 1902.
 
According to W. Warren Wagar, the founder of future studies was H. G. Wells. His Anticipations of the Reaction of Mechanical and Scientific Progress Upon Human Life and Thought: An Experiment in Prophecy, was first serially published in The Fortnightly Review in 1901. Anticipating what the world would be like in the year 2000, the book is interesting both for its hits (trains and cars resulting in the dispersion of population from cities to suburbs; moral restrictions declining as men and women seek greater sexual freedom; the defeat of German militarism, the existence of a European Union, and a world order maintained by "English-speaking peoples" based on the urban core between Chicago and New York) and its misses (he did not expect successful aircraft before 1950, and averred that "my imagination refuses to see any sort of submarine doing anything but suffocate its crew and founder at sea").

Moving from narrow technological predictions, Wells envisioned the eventual collapse of the capitalist world system after a series of destructive total wars. From this havoc would ultimately emerge a world of peace and plenty, controlled by competent technocrats.

The work was a bestseller, and Wells was invited to deliver a lecture at the Royal Institution in 1902, entitled The Discovery of the Future. The lecture was well-received and was soon republished in book form. He advocated for the establishment of a new academic study of the future that would be grounded in scientific methodology rather than just speculation. He argued that a scientifically ordered vision of the future "will be just as certain, just as strictly science, and perhaps just as detailed as the picture that has been built up within the last hundred years to make the geological past." Although conscious of the difficulty in arriving at entirely accurate predictions, he thought that it would still be possible to arrive at a "working knowledge of things in the future".

In his fictional works, Wells predicted the invention and use of the atomic bomb in The World Set Free (1914). In The Shape of Things to Come (1933) the impending World War and cities destroyed by aerial bombardment was depicted.[19] However, he didn't stop advocating for the establishment of a futures science. In a 1933 BBC broadcast he called for the establishment of "Departments and Professors of Foresight", foreshadowing the development of modern academic futures studies by approximately 40 years.

At the beginning of the 20th century future works were often shaped by political forces and turmoil. The WWI era led to adoption of futures thinking in institutions throughout Europe. The Russian Revolution led to the 1921 establishment of the Soviet Union's Gosplan, or State Planning Committee, which was active until the dissolution of the Soviet Union. Gosplan was responsible for economic planning and created plans in five year increments to govern the economy. One of the first Soviet dissidents, Yevgeny Zamyatin, published the first dystopian novel, We, in 1921. The science fiction and political satire featured a future police state and was the first work censored by the Soviet censorship board, leading to Zamyatin's political exile.

In the United States, President Hoover created the Research Committee on Social Trends, which produced a report in 1933. The head of the committee, William F. Ogburn, analyzed the past to chart trends and project those trends into the future, with a focus on technology. Similar technique was used during The Great Depression, with the addition of alternative futures and a set of likely outcomes that resulted in the creation of Social Security and the Tennessee Valley development project.

The WWII era emphasized the growing need for foresight. The Nazis used strategic plans to unify and mobilize their society with a focus on creating a fascist utopia. This planning and the subsequent war forced global leaders to create their own strategic plans in response. The post-war era saw the creation of numerous nation states with complex political alliances and was further complicated by the introduction of nuclear power.

Project RAND was created in 1946 as joint project between the United States Army Air Forces and the Douglas Aircraft Company, and later incorporated as the non-profit RAND corporation. Their objective was the future of weapons, and long-range planning to meet future threats. Their work has formed the basis of US strategy and policy in regard to nuclear weapons, the Cold War, and the space race.

Mid-Century Emergence

Futures studies truly emerged as an academic discipline in the mid-1960s. First-generation futurists included Herman Kahn, an American Cold War strategist for the RAND Corporation who wrote On Thermonuclear War (1960), Thinking about the unthinkable (1962) and The Year 2000: a framework for speculation on the next thirty-three years (1967); Bertrand de Jouvenel, a French economist who founded Futuribles International in 1960; and Dennis Gabor, a Hungarian-British scientist who wrote Inventing the Future (1963) and The Mature Society. A View of the Future (1972).

Future studies had a parallel origin with the birth of systems science in academia, and with the idea of national economic and political planning, most notably in France and the Soviet Union. In the 1950s, the people of France were continuing to reconstruct their war-torn country. In the process, French scholars, philosophers, writers, and artists searched for what could constitute a more positive future for humanity. The Soviet Union similarly participated in postwar rebuilding, but did so in the context of an established national economic planning process, which also required a long-term, systemic statement of social goals. Future studies was therefore primarily engaged in national planning, and the construction of national symbols. 

Rachel Carson, author of The Silent Spring, which helped launch the environmental movement and a new direction for futures research.
 
By contrast, in the United States, futures studies as a discipline emerged from the successful application of the tools and perspectives of systems analysis, especially with regard to quartermastering the war-effort. The Society for General Systems Research, founded in 1955, sought to understand cybernetics and the practical application of systems sciences, greatly influencing the U.S. foresight community. These differing origins account for an initial schism between futures studies in America and “futurology” in Europe: U.S. practitioners focused on applied projects, quantitative tools and systems analysis, whereas Europeans preferred to investigate the long-range future of humanity and the Earth, what might constitute that future, what symbols and semantics might express it, and who might articulate these.

By the 1960s, academics, philosophers, writers and artists across the globe had begun to explore enough future scenarios so as to fashion a common dialogue. Several of the most notable writers to emerge during this era include: sociologist Fred L. Polak, whose work Images of the Future (1961) discusses the importance of images to society's creation of the future; Marshall McLuhan, whose The Gutenberg Galaxy (1962) and Understanding Media: The Extensions of Man (1964) put forth his theories on how technologies change our cognitive understanding; and Rachel Carson’s The Silent Spring (1962) which was hugely influential not only to future studies but also the creation of the environmental movement.

Inventors such as Buckminster Fuller also began highlighting the effect technology might have on global trends as time progressed.

By the 1970s there was an obvious shift in the use and development of futures studies; its focus was no longer exclusive to governments and militaries. Instead, it embraced a wide array of technologies, social issues, and concerns. This discussion on the intersection of population growth, resource availability and use, economic growth, quality of life, and environmental sustainability – referred to as the "global problematique" – came to wide public attention with the publication of Limits to Growth, a study sponsored by the Club of Rome which detailed the results of a computer simulation of the future based on economic and population growth. Public investment in the future was further enhanced by the publication of Alvin Toffler’s bestseller Future Shock (1970), and its exploration of how great amounts of change can overwhelm people and create a social paralysis due to “information overload.”

Further development

International dialogue became institutionalized in the form of the World Futures Studies Federation (WFSF), founded in 1967, with the noted sociologist, Johan Galtung, serving as its first president. In the United States, the publisher Edward Cornish, concerned with these issues, started the World Future Society, an organization focused more on interested laypeople. The Association of Professional Futurists was founded in 2002 and spans 33 countries with more than 400 members. Their mission is to promote the profession by “demonstrating the value of strategic foresight and futures studies.” 

The first doctoral program on the Study of the Future, was founded in 1969 at the University Of Massachusetts by Christoper Dede and Billy Rojas.The next graduate program (Master's degree) was also founded by Christopher Dede in 1975 at the University of Houston–Clear Lake,. Oliver Markley of SRI (now SRI International) was hired in 1978 to move the program into a more applied and professional direction. The program moved to the University of Houston in 2007 and renamed the degree to Foresight. The program has remained focused on preparing professional futurists and providing high-quality foresight training for individuals and organizations in business, government, education, and non-profits. In 1976, the M.A. Program in Public Policy in Alternative Futures at the University of Hawaii at Manoa was established. The Hawaii program locates futures studies within a pedagogical space defined by neo-Marxism, critical political economic theory, and literary criticism. In the years following the foundation of these two programs, single courses in Futures Studies at all levels of education have proliferated, but complete programs occur only rarely.

In 2010, the Free University of Berlin initiated a master's degree Programme in Futures Studies, which is the first one in Germany. In 2012, the Finland Futures Research Centre started a master's degree Programme in Futures Studies at Turku School of Economics, a business school which is part of the University of Turku in Turku, Finland.

Foresight and futures work cover any domain a company considers important; therefore, a futurist must be able to cross domains and industries in their work. There is continued discussion by people in the profession on how to advance it, with some preferring to keep the field open to anyone interested in the future and others arguing to make the credentialing more rigorous. There are approximately 23 graduate and PhD programs in foresight globally, and many other certification courses. 

The field currently faces the great challenge of creating a coherent conceptual framework, codified into a well-documented curriculum (or curricula) featuring widely accepted and consistent concepts and theoretical paradigms linked to quantitative and qualitative methods, exemplars of those research methods, and guidelines for their ethical and appropriate application within society. As an indication that previously disparate intellectual dialogues have in fact started converging into a recognizable discipline, at least six solidly-researched and well-accepted first attempts to synthesize a coherent framework for the field have appeared: Eleonora Masini [sk]'s Why Futures Studies?, James Dator's Advancing Futures Studies, Ziauddin Sardar's Rescuing all of our Futures, Sohail Inayatullah's Questioning the future, Richard A. Slaughter's The Knowledge Base of Futures Studies, a collection of essays by senior practitioners, and Wendell Bell's two-volume work, The Foundations of Futures Studies.

Probability and predictability

Some aspects of the future, such as celestial mechanics, are highly predictable, and may even be described by relatively simple mathematical models. At present however, science has yielded only a special minority of such "easy to predict" physical processes. Theories such as chaos theory, nonlinear science and standard evolutionary theory have allowed us to understand many complex systems as contingent (sensitively dependent on complex environmental conditions) and stochastic (random within constraints), making the vast majority of future events unpredictable, in any specific case

Not surprisingly, the tension between predictability and unpredictability is a source of controversy and conflict among futures studies scholars and practitioners. Some argue that the future is essentially unpredictable, and that "the best way to predict the future is to create it." Others believe, as Flechtheim, that advances in science, probability, modeling and statistics will allow us to continue to improve our understanding of probable futures, while this area presently remains less well developed than methods for exploring possible and preferable futures.

As an example, consider the process of electing the president of the United States. At one level we observe that any U.S. citizen over 35 may run for president, so this process may appear too unconstrained for useful prediction. Yet further investigation demonstrates that only certain public individuals (current and former presidents and vice presidents, senators, state governors, popular military commanders, mayors of very large cities, celebrities, etc.) receive the appropriate "social credentials" that are historical prerequisites for election. Thus with a minimum of effort at formulating the problem for statistical prediction, a much reduced pool of candidates can be described, improving our probabilistic foresight. Applying further statistical intelligence to this problem, we can observe that in certain election prediction markets such as the Iowa Electronic Markets, reliable forecasts have been generated over long spans of time and conditions, with results superior to individual experts or polls. Such markets, which may be operated publicly or as an internal market, are just one of several promising frontiers in predictive futures research.

Such improvements in the predictability of individual events do not though, from a complexity theory viewpoint, address the unpredictability inherent in dealing with entire systems, which emerge from the interaction between multiple individual events.

Futurology is sometimes described by scientists as pseudoscience.

Methodologies

In terms of methodology, futures practitioners employ a wide range of approaches, models and methods, in both theory and practice, many of which are derived from or informed by other academic or professional disciplines , including social sciences such as economics, psychology, sociology, religious studies, cultural studies, history, geography, and political science; physical and life sciences such as physics, chemistry, astronomy, biology; mathematics, including statistics, game theory and econometrics; applied disciplines such as engineering, computer sciences, and business management (particularly strategy).

The largest internationally peer-reviewed collection of futures research methods (1,300 pages) is Futures Research Methodology 3.0. Each of the 37 methods or groups of methods contains: an executive overview of each method's history, description of the method, primary and alternative usages, strengths and weaknesses, uses in combination with other methods, and speculation about future evolution of the method. Some also contain appendixes with applications, links to software, and sources for further information. 

Given its unique objectives and material, the practice of futures studies only rarely features employment of the scientific method in the sense of controlled, repeatable and verifiable experiments with highly standardized methodologies. However, many futurists are informed by scientific techniques or work primarily within scientific domains. Borrowing from history, the futurist might project patterns observed in past civilizations upon present-day society to model what might happen in the future, or borrowing from technology, the futurist may model possible social and cultural responses to an emerging technology based on established principles of the diffusion of innovation. In short, the futures practitioner enjoys the synergies of an interdisciplinary laboratory.

As the plural term “futures” suggests, one of the fundamental assumptions in futures studies is that the future is plural not singular. That is, the future consists not of one inevitable future that is to be “predicted,” but rather of multiple alternative futures of varying likelihood which may be derived and described, and about which it is impossible to say with certainty which one will occur. The primary effort in futures studies, then, is to identify and describe alternative futures in order to better understand the driving forces of the present or the structural dynamics of a particular subject or subjects. The exercise of identifying alternative futures includes collecting quantitative and qualitative data about the possibility, probability, and desirability of change. The plural term "futures" in futures studies denotes both the rich variety of alternative futures, including the subset of preferable futures (normative futures), that can be studied, as well as the tenet that the future is many.

At present, the general futures studies model has been summarized as being concerned with "three Ps and a W", or possible, probable, and preferable futures, plus wildcards, which are low probability but high impact events (positive or negative). Many futurists, however, do not use the wild card approach. Rather, they use a methodology called Emerging Issues Analysis. It searches for the drivers of change, issues that are likely to move from unknown to the known, from low impact to high impact.

In terms of technique, futures practitioners originally concentrated on extrapolating present technological, economic or social trends, or on attempting to predict future trends. Over time, the discipline has come to put more and more focus on the examination of social systems and uncertainties, to the end of articulating scenarios. The practice of scenario development facilitates the examination of worldviews and assumptions through the causal layered analysis method (and others), the creation of preferred visions of the future, and the use of exercises such as backcasting to connect the present with alternative futures. Apart from extrapolation and scenarios, many dozens of methods and techniques are used in futures research (see below).

The general practice of futures studies also sometimes includes the articulation of normative or preferred futures, and a major thread of practice involves connecting both extrapolated (exploratory) and normative research to assist individuals and organizations to model preferred futures amid shifting social changes. Practitioners use varying proportions of collaboration, creativity and research to derive and define alternative futures, and to the degree that a “preferred” future might be sought, especially in an organizational context, techniques may also be deployed to develop plans or strategies for directed future shaping or implementation of a preferred future.

While some futurists are not concerned with assigning probability to future scenarios, other futurists find probabilities useful in certain situations, such as when probabilities stimulate thinking about scenarios within organizations . When dealing with the three Ps and a W model, estimates of probability are involved with two of the four central concerns (discerning and classifying both probable and wildcard events), while considering the range of possible futures, recognizing the plurality of existing alternative futures, characterizing and attempting to resolve normative disagreements on the future, and envisioning and creating preferred futures are other major areas of scholarship. Most estimates of probability in futures studies are normative and qualitative, though significant progress on statistical and quantitative methods (technology and information growth curves, cliometrics, predictive psychology, prediction markets, crowdvoting forecasts, etc.) has been made in recent decades. 

Futures techniques

Futures techniques or methodologies may be viewed as “frameworks for making sense of data generated by structured processes to think about the future”. There is no single set of methods that are appropriate for all futures research. Different futures researchers intentionally or unintentionally promote use of favored techniques over a more structured approach. Selection of methods for use on futures research projects has so far been dominated by the intuition and insight of practitioners; but can better identify a balanced selection of techniques via acknowledgement of foresight as a process together with familiarity with the fundamental attributes of most commonly used methods.

Scenarios are a central technique in Futures Studies and are often confused with other techniques. The flowchart to the right provides a process for classifying a phenomenon as a scenario in the intuitive logics tradition.

Process for classifying a phenomenona as a scenario in the Intuitive Logics tradition.
 
Futurists use a diverse range of forecasting methods including:

Shaping alternative futures

Futurists use scenarios – alternative possible futures – as an important tool. To some extent, people can determine what they consider probable or desirable using qualitative and quantitative methods. By looking at a variety of possibilities one comes closer to shaping the future, rather than merely predicting it. Shaping alternative futures starts by establishing a number of scenarios. Setting up scenarios takes place as a process with many stages. One of those stages involves the study of trends. A trend persists long-term and long-range; it affects many societal groups, grows slowly and appears to have a profound basis. In contrast, a fad operates in the short term, shows the vagaries of fashion, affects particular societal groups, and spreads quickly but superficially. 

Sample predicted futures range from predicted ecological catastrophes, through a utopian future where the poorest human being lives in what present-day observers would regard as wealth and comfort, through the transformation of humanity into a posthuman life-form, to the destruction of all life on Earth in, say, a nanotechnological disaster.

Futurists have a decidedly mixed reputation and a patchy track record at successful prediction. For reasons of convenience, they often extrapolate present technical and societal trends and assume they will develop at the same rate into the future; but technical progress and social upheavals, in reality, take place in fits and starts and in different areas at different rates.

Many 1950s futurists predicted commonplace space tourism by the year 2000, but ignored the possibilities of ubiquitous, cheap computers. On the other hand, many forecasts have portrayed the future with some degree of accuracy. Current futurists often present multiple scenarios that help their audience envision what "may" occur instead of merely "predicting the future". They claim that understanding potential scenarios helps individuals and organizations prepare with flexibility.

Many corporations use futurists as part of their risk management strategy, for horizon scanning and emerging issues analysis, and to identify wild cards – low probability, potentially high-impact risks. Every successful and unsuccessful business engages in futuring to some degree – for example in research and development, innovation and market research, anticipating competitor behavior and so on.

Weak signals, the future sign and wild cards

In futures research "weak signals" may be understood as advanced, noisy and socially situated indicators of change in trends and systems that constitute raw informational material for enabling anticipatory action. There is some confusion about the definition of weak signal by various researchers and consultants. Sometimes it is referred as future oriented information, sometimes more like emerging issues. The confusion has been partly clarified with the concept 'the future sign', by separating signal, issue and interpretation of the future sign.

A weak signal can be an early indicator of coming change, and an example might also help clarify the confusion. On May 27, 2012, hundreds of people gathered for a “Take the Flour Back” demonstration at Rothamsted Research in Harpenden, UK, to oppose a publicly funded trial of genetically modified wheat. This was a weak signal for a broader shift in consumer sentiment against genetically modified foods. When Whole Foods mandated the labeling of GMOs in 2013, this non-GMO idea had already become a trend and was about to be a topic of mainstream awareness.

"Wild cards" refer to low-probability and high-impact events, such as existential risks. This concept may be embedded in standard foresight projects and introduced into anticipatory decision-making activity in order to increase the ability of social groups adapt to surprises arising in turbulent business environments. Such sudden and unique incidents might constitute turning points in the evolution of a certain trend or system. Wild cards may or may not be announced by weak signals, which are incomplete and fragmented data from which relevant foresight information might be inferred. Sometimes, mistakenly, wild cards and weak signals are considered as synonyms, which they are not. One of the most often cited examples of a wild card event in recent history is 9/11. Nothing had happened in the past that could point to such a possibility and yet it had a huge impact on everyday life in the United States, from simple tasks like how to travel via airplane to deeper cultural values. Wild card events might also be natural disasters, such as Hurricane Katrina, which can force the relocation of huge populations and wipe out entire crops or completely disrupt the supply chain of many businesses. Although wild card events can't be predicted, after they occur it is often easy to reflect back and convincingly explain why they happened.

Near-term predictions

A long-running tradition in various cultures, and especially in the media, involves various spokespersons making predictions for the upcoming year at the beginning of the year. These predictions sometimes base themselves on current trends in culture (music, movies, fashion, politics); sometimes they make hopeful guesses as to what major events might take place over the course of the next year. 

Some of these predictions come true as the year unfolds, though many fail. When predicted events fail to take place, the authors of the predictions often state that misinterpretation of the "signs" and portents may explain the failure of the prediction.

Marketers have increasingly started to embrace futures studies, in an effort to benefit from an increasingly competitive marketplace with fast production cycles, using such techniques as trendspotting as popularized by Faith Popcorn.

Trend analysis and forecasting


Mega-trends

Trends come in different sizes. A mega-trend extends over many generations, and in cases of climate, mega-trends can cover periods prior to human existence. They describe complex interactions between many factors. The increase in population from the palaeolithic period to the present provides an example. 

Potential trends

Possible new trends grow from innovations, projects, beliefs or actions that have the potential to grow and eventually go mainstream in the future.

Branching trends

Very often, trends relate to one another the same way as a tree-trunk relates to branches and twigs. For example, a well-documented movement toward equality between men and women might represent a branch trend. The trend toward reducing differences in the salaries of men and women in the Western world could form a twig on that branch. 

Life-cycle of a trend

When a potential trend gets enough confirmation in the various media, surveys or questionnaires to show that it has an increasingly accepted value, behavior or technology, it becomes accepted as a bona fide trend. Trends can also gain confirmation by the existence of other trends perceived as springing from the same branch. Some commentators claim that when 15% to 25% of a given population integrates an innovation, project, belief or action into their daily life then a trend becomes mainstream.

General Hype Cycle used to visualize technological life stages of maturity, adoption, and social application.
 

Life cycle of technologies

Because new advances in technology have the potential to reshape our society, one of the jobs of a futurist is to follow these developments and consider their implications. However, the latest innovations take time to make an impact. Every new technology goes through its own life cycle of maturity, adoption, and social application that must be taken into consideration before a probable vision of the future can be created.

Gartner created their Hype Cycle to illustrate the phases a technology moves through as it grows from research and development to mainstream adoption. The unrealistic expectations and subsequent disillusionment that virtual reality experienced in the 1990s and early 2000s is an example of the middle phases encountered before a technology can begin to be integrated into society.

Education

Education in the field of futures studies has taken place for some time. Beginning in the United States in the 1960s, it has since developed in many different countries. Futures education encourages the use of concepts, tools and processes that allow students to think long-term, consequentially, and imaginatively. It generally helps students to:
  1. conceptualize more just and sustainable human and planetary futures.
  2. develop knowledge and skills of methods and tools used to help people understand, map, and influence the future by exploring probable and preferred futures.
  3. understand the dynamics and influence that human, social and ecological systems have on alternative futures.
  4. conscientize responsibility and action on the part of students toward creating better futures.
Thorough documentation of the history of futures education exists, for example in the work of Richard A. Slaughter (2004), David Hicks, Ivana Milojević to name a few. 

While futures studies remains a relatively new academic tradition, numerous tertiary institutions around the world teach it. These vary from small programs, or universities with just one or two classes, to programs that offer certificates and incorporate futures studies into other degrees, (for example in planning, business, environmental studies, economics, development studies, science and technology studies). Various formal Masters-level programs exist on six continents. Finally, doctoral dissertations around the world have incorporated futures studies (see e.g. Rohrbeck, 2010; von der Gracht, 2008; Hines, 2012). A recent survey documented approximately 50 cases of futures studies at the tertiary level.

The largest Futures Studies program in the world is at Tamkang University, Taiwan. Futures Studies is a required course at the undergraduate level, with between three and five thousand students taking classes on an annual basis. Housed in the Graduate Institute of Futures Studies is an MA Program. Only ten students are accepted annually in the program. Associated with the program is the Journal of Futures Studies.

The longest running Future Studies program in North America was established in 1975 at the University of Houston–Clear Lake. It moved to the University of Houston in 2007 and renamed the degree to Foresight. The program was established on the belief that if history is studied and taught in an academic setting, then so should the future. Its mission is to prepare professional futurists. The curriculum incorporates a blend of the essential theory, a framework and methods for doing the work, and a focus on application for clients in business, government, nonprofits, and society in general.

As of 2003, over 40 tertiary education establishments around the world were delivering one or more courses in futures studies. The World Futures Studies Federation has a comprehensive survey of global futures programs and courses. The Acceleration Studies Foundation maintains an annotated list of primary and secondary graduate futures studies programs.

Organizations such as Teach The Future also aim to promote futurology in the secondary school curriculum in order to develop structured approaches to thinking about the future in public school students. The rationale is that a sophisticated approach to thinking about, anticipating, and planning for the future is a core skill requirement that every student should have, similar to literacy and math skills.

Applications of foresight and specific fields


General applicability and use of foresight products

Several corporations and government agencies utilize foresight products to both better understand potential risks and prepare for potential opportunities. Several government agencies publish material for internal stakeholders as well as make that material available to broader public. Examples of this include the US Congressional Budget Office long term budget projections, the National Intelligence Center, and the United Kingdom Government Office for Science. Much of this material is used by policy makers to inform policy decisions and government agencies to develop long term plan. Several corporations, particularly those with long product development lifecycles, utilize foresight and future studies products and practitioners in the development of their business strategies. The Shell Corporation is one such entity. Foresight professionals and their tools are increasingly being utilized in both the private and public areas to help leaders deal with an increasingly complex and interconnected world. 

Design

Design and futures studies have many synergies as interdisciplinary fields with a natural orientation towards the future. Both incorporate studies of human behavior, global trends, strategic insights, and anticipatory solutions.

Designers have adopted futures methodologies including scenarios, trend forecasting, and futures research. Design thinking and specific techniques including ethnography, rapid prototyping, and critical design have been incorporated into in futures as well. In addition to borrowing techniques from one another, futurists and designers have joined to form agencies marrying both competencies to positive effect. The continued interrelation of the two fields is an encouraging trend that has spawned much interesting work.

The Association for Professional Futurists has also held meetings discussing the ways in which Design Thinking and Futures Thinking intersect and benefit one another. 

Imperial cycles and world order

Imperial cycles represent an "expanding pulsation" of "mathematically describable" macro-historic trend. The List of largest empires contains imperial record progression in terms of territory or percentage of world population under single imperial rule.

Chinese philosopher K'ang Yu-wei and French demographer Georges Vacher de Lapouge in the late 19th century were the first to stress that the trend cannot proceed indefinitely on the definite surface of the globe. The trend is bound to culminate in a world empire. K'ang Yu-wei estimated that the matter will be decided in the contest between Washington and Berlin; Vacher de Lapouge foresaw this contest between the United States and Russia and estimated the chance of the United States higher. Both published their futures studies before H. G. Wells introduced the science of future in his Anticipations (1901).

Four later anthropologists—Hornell Hart, Raoul Naroll, Louis Morano, and Robert Carneiro—researched the expanding imperial cycles. They reached the same conclusion that a world empire is not only pre-determined but close at hand and attempted to estimate the time of its appearance.

Education

As foresight has expanded to include a broader range of social concerns all levels and types of education have been addressed, including formal and informal education. Many countries are beginning to implement Foresight in their Education policy. A few programs are listed below:
  • Finland's FinnSight 2015 - Implementation began in 2006 and though at the time was not referred to as "Foresight" they tend to display the characteristics of a foresight program.
  • Singapore's Ministry of Education Master plan for Information Technology in Education - This third Masterplan continues what was built on in the 1st and 2nd plans to transform learning environments to equip students to compete in a knowledge economy.
  • The World Future Society, founded in 1966, is the largest and longest-running community of futurists in the world. WFS established and built futurism from the ground up—through publications, global summits, and advisory roles to world leaders in business and government.
By the early 2000s, educators began to independently institute futures studies (sometimes referred to as futures thinking) lessons in K-12 classroom environments. To meet the need, non-profit futures organizations designed curriculum plans to supply educators with materials on the topic. Many of the curriculum plans were developed to meet common core standards. Futures studies education methods for youth typically include age-appropriate collaborative activities, games, systems thinking and scenario building exercises.

Science fiction

Wendell Bell and Ed Cornish acknowledge science fiction as a catalyst to future studies, conjuring up visions of tomorrow. Science fiction's potential to provide an “imaginative social vision” is its contribution to futures studies and public perspective. Productive sci-fi presents plausible, normative scenarios. Jim Dator attributes the foundational concepts of “images of the future” to Wendell Bell, for clarifying Fred Polak's concept in Images of the Future, as it applies to futures studies. Similar to futures studies’ scenarios thinking, empirically supported visions of the future are a window into what the future could be. However, unlike in futures studies, most science fiction works present a single alternative, unless the narrative deals with multiple timelines or alternative realities, such as in the works of Phillip K. Dick, and a multitude of small and big screen works. Pamela Sargent states, “Science fiction reflects attitudes typical of this century.” She gives a brief history of impactful sci-fi publications, like The Foundation Trilogy, by Isaac Asimov and Starship Troopers, by Robert A. Heinlein. Alternate perspectives validate sci-fi as part of the fuzzy “images of the future.” However, the challenge is the lack of consistent futures research based literature frameworks. Ian Miles reviews The New Encyclopedia of Science Fiction,” identifying ways Science Fiction and Futures Studies “cross-fertilize, as well as the ways in which they differ distinctly.” Science Fiction cannot be simply considered fictionalized Futures Studies. It may have aims other than foresight or “prediction, and be no more concerned with shaping the future than any other genre of literature.”  It is not to be understood as an explicit pillar of futures studies, due to its inconsistency of integrated futures research. Additionally, Dennis Livingston, a literature and Futures journal critic says, “The depiction of truly alternative societies has not been one of science fiction’s strong points, especially” preferred, normative envisages. The strengths of the genre as a form of futurist thinking are discussed by Tom Lombardo, who argues that select science fiction "combines a highly detailed and concrete level of realism with theoretical speculation on the future", "addresses all the main dimensions of the future and synthesizes all these dimensions into integrative visions of the future", and "reflects contemporary and futurist thinking", therefore it "can be viewed as the mythology of the future."

It is notable that although there are no hard limits on horizons in future studies and foresight efforts, typical future horizons explored are within the realm of the practical and do not span more than a few decades. Nevertheless, there are hard science fiction works that can be applicable as visioning exercises that span longer periods of time when the topic is of a significant time scale, such as is in the case of Kim Stanley Robinson's Mars Trilogy, which deals with the terraforming of Mars and extends two centuries forward through the early 23rd century. In fact, there is some overlap between science fiction writers and professional futurists such as in the case of David Brin. Arguably, the work of science fiction authors has seeded many ideas that have later been developed (be it technological or social in nature) - from early works of Jules Verne and H.G. Wells to the later Arthur C. Clarke and William Gibson. Beyond literary works, futures studies and futurists have influenced film and TV works. The 2002 movie adaptation of Phillip K. Dick's novel Minority report had a group of consultants to build a realistic vision of the future, including futurists Peter Schwartz. TV shows such as HBO's Westworld, and Channel 4/Netflix' Black Mirror follow many of the rules of futures studies to build the world, the scenery and story telling in a way futurists would in experiential scenarios and works.

Government agencies

Several governments have formalized strategic foresight agencies to encourage long range strategic societal planning, with most notable are the governments of Singapore, Finland, and the United Arab Emirates. Other governments with strategic foresight agencies include Canada's Policy Horizons Canada and the Malaysia's Malaysian Foresight Institute.

The Singapore government's Centre for Strategic Futures (CSF) is part of the Strategy Group within the Prime Minister's Office. Their mission is to position the Singapore government to navigate emerging strategic challenges and harness potential opportunities. Singapore's early formal efforts in strategic foresight began in 1991 with the establishment of the Risk Detection and Scenario Planning Office in the Ministry of Defence. In addition to the CSF, the Singapore government has established the Strategic Futures Network, which brings together deputy secretary-level officers and foresight units across the government to discuss emerging trends that may have implications for Singapore.

Since the 1990s, Finland has integrated strategic foresight within the parliament and Prime Minister's Office. The government is required to present a “Report of the Future” each parliamentary term for review by the parliamentary Committee for the Future. Led by the Prime Minister's Office, the Government Foresight Group coordinates the government's foresight efforts. Futures research is supported by the Finnish Society for Futures Studies (established in 1980), the Finland Futures Research Centre (established in 1992), and the Finland Futures Academy (established in 1998) in coordination with foresight units in various government agencies.

In the United Arab Emirates, Sheikh Mohammed bin Rashid, Vice President and Ruler of Dubai, announced in September 2016 that all government ministries were to appoint Directors of Future Planning. Sheikh Mohammed described the UAE Strategy for the Future as an "integrated strategy to forecast our nation’s future, aiming to anticipate challenges and seize opportunities". The Ministry of Cabinet Affairs and Future(MOCAF) is mandated with crafting the UAE Strategy for the Future and is responsible for the portfolio of the future of UAE.

Risk analysis and management

Foresight is a framework or lens which could be used in risk analysis and management in a medium- to long-term time range. A typical formal foresight project would identify key drivers and uncertainties relevant to the scope of analysis. It would also analyze how the drivers and uncertainties could interact to create the most probable scenarios of interest and what risks they might contain. An additional step would be identifying actions to avoid or minimize these risks.

One classic example of such work was how foresight work at the Royal Dutch Shell international oil company led to envision the turbulent oil prices of the 1970s as a possibility and better embed this into company planning. Yet the practice at Shell focuses on stretching the company's thinking rather than in making predictions. Its planning is meant to link and embed scenarios in “organizational processes such as strategy making, innovation, risk management, public affairs, and leadership development.”

Foresight studies can also consider the possibility of “wild card” events – or events that many consider would be impossible to envision – although often such events can be imagined as remote possibilities as part of foresight work. One of many possible areas of focus for a foresight lens could also be identifying conditions for potential scenarios of high-level risks to society.

These risks may arise from the development and adoption of emerging technologies and/or social change. Special interest lies on hypothetical future events that have the potential to damage human well-being on a global scale - global catastrophic risks. Such events may cripple or destroy modern civilization or, in the case of existential risks, even cause human extinction. Potential global catastrophic risks include but are not limited to hostile artificial intelligence, nanotechnology weapons, climate change, nuclear warfare, total war, and pandemics. The aim of a professional futurist would be to identify conditions that could lead to these events in order to create “pragmatically feasible roads to alternative futures.”

Academic Programs and Research centers


Futurists

Futurists are practitioners of the foresight profession, which seeks to provide organizations and individuals with images of the future to help them prepare for contingencies and to maximize opportunities. A foresight project begins with a question that ponders the future of any given subject area, including technology, medicine, government and business. Futurists engage in environmental scanning to search for drivers of change and emerging trends that may have an effect on the focus topic. The scanning process includes reviewing social media platforms, researching already prepared reports, engaging in Delphi studies, reading articles and any other sources of relevant information and preparing and analyzing data extrapolations. Then, through one of a number of highly structured methods futurists organize this information and use it to create multiple future scenarios for the topic, also known as a domain. The value of preparing many different versions of the future rather than a singular prediction is that they provide a client with the ability to prepare long-range plans that will weather and optimize a variety of contexts.

Future of mathematics

From Wikipedia, the free encyclopedia

The progression of both the nature of mathematics and individual mathematical problems into the future is a widely debated topic - many past predictions about modern mathematics have been misplaced or completely false, so there is reason to believe that many predictions today may follow a similar path. However, the subject still carries an important weight and has been written about by many notable mathematicians. Typically, they are motivated by a desire to set a research agenda to direct efforts to specific problems, or a wish to clarify, update and extrapolate the way that subdisciplines relate to the general discipline of mathematics and its possibilities. Examples of agendas pushing for progress in specific areas in the future, historical and recent, include Felix Klein's Erlangen program, Hilbert's problems, Langlands program, and the Millennium Prize Problems. In the Mathematics Subject Classification section 01Axx History of mathematics and mathematicians, the subsection 01A67 is titled Future prospectives.

The accuracy of predictions about mathematics' have varied widely and has proceeded very closely to that of technology. As such, it is important to keep in mind that many of the predictions by researchers below may be misguided or turn out to be untrue.

Motivations and methodology for speculation

According to Henri Poincaré writing in 1908 (English translation), "The true method of forecasting the future of mathematics lies in the study of its history and its present state". The historical approach can consist of the study of earlier predictions, and comparing them to the present state of the art to see how the predictions have fared, e.g. monitoring the progress of Hilbert's problems. A subject survey of mathematics itself however is now problematic: the sheer expansion of the subject gives rise to issues of mathematical knowledge management

The development of technology has also significantly impacted the outcomes of many predictions; because of the uncertain nature of the future of technology, this leads to quite a bit of uncertainty in the future of mathematics. Also entailed by this is that successful predictions about future technology may also result in successful mathematical predictions. 

Given the support of research by governments and other funding bodies, concerns about the future form part of the rationale of the distribution of funding. Mathematical education must also consider changes that are happening in the mathematical requirements of the workplace; course design will be influenced both by current and by possible future areas of application of mathematics. László Lovász, in Trends in Mathematics: How they could Change Education? describes how the mathematics community and mathematical research activity is growing and states that this will mean changes in the way things are done: larger organisations mean more resources are spent on overheads (coordination and communication); in mathematics this would equate to more time engaged in survey and expository writing. 

Mathematics in general


Subject divisions

Steven G. Krantz writes in "The Proof is in the Pudding. A Look at the Changing Nature of Mathematical Proof": "It is becoming increasingly evident that the delineations among “engineer” and “mathematician” and “physicist” are becoming ever more vague. It seems plausible that in 100 years we will no longer speak of mathematicians as such but rather of mathematical scientists. It would not be at all surprising if the notion of “Department of Mathematics” at the college and university level gives way to “Division of Mathematical Sciences”."

Experimental mathematics

Experimental mathematics is the use of computers to generate large data sets within which to automate the discovery of patterns which can then form the basis of conjectures and eventually new theory. The paper "Experimental Mathematics: Recent Developments and Future Outlook" describes expected increases in computer capabilities: better hardware in terms of speed and memory capacity; better software in terms of increasing sophistication of algorithms; more advanced visualization facilities; the mixing of numerical and symbolic methods. 

Semi-rigorous mathematics

Doron Zeilberger considers a time when computers become so powerful that the predominant questions in mathematics change from proving things to determining how much it would cost: "As wider classes of identities, and perhaps even other kinds of classes of theorems, become routinely provable, we might witness many results for which we would know how to find a proof (or refutation), but we would be unable, or unwilling, to pay for finding such proofs, since “almost certainty” can be bought so much cheaper. I can envision an abstract of a paper, c. 2100, that reads : “We show, in a certain precise sense, that the Goldbach conjecture is true with probability larger than 0.99999, and that its complete truth could be determined with a budget of $10B.”" Some people strongly disagree with Zeilberger's prediction, for example it has been described as provocative and quite wrongheaded, whereas it has also been stated that choosing which theorems are interesting enough to pay for, already happens as a result of funding bodies making decisions as to which areas of research to invest in. 

Automated mathematics

In "Rough structure and classification", Timothy Gowers writes about three stages: 1) at the moment computers are just slaves doing boring calculations, 2) soon databases of mathematical concepts and proof methods will lead to an intermediate stage where computers are very helpful with theorem proving but unthreatening, and 3) within a century computers will be better than humans at theorem proving. 

Mathematics by subject

Different subjects of mathematics have very different predictions; for example, while every subject of mathematics is seen to be altered by the computer, some branches are seen to benefit from the use of technology to aid human achievement, while in others computers are predicted to completely replace humans. 

Pure mathematics

 

Combinatorics

In 2001, Peter Cameron in "Combinatorics entering the third millennium" organizes predictions for the future of combinatorics:
throw some light on present trends and future directions. I have divided the causes into four groups: the influence of the computer; the growing sophistication of combinatorics; its strengthening links with the rest of mathematics; and wider changes in society. What is clear, though, is that combinatorics will continue to elude attempts at formal specification.
Béla Bollobás writes: "Hilbert, I think, said that a subject is alive only if it has an abundance of problems. It is exactly this that makes combinatorics very much alive. I have no doubt that combinatorics will be around in a hundred years from now. It will be a completely different subject but it will still flourish simply because it still has many, many problems".

Mathematical logic

In the year 2000, Mathematical logic was discussed in "The Prospects For Mathematical Logic In The Twenty-First Century", including set theory, mathematical logic in computer science, and proof theory

Applied mathematics


Numerical analysis and scientific computing

On numerical analysis and scientific computing: In 2000, Lloyd N. Trefethen wrote "Predictions for scientific computing 50 years from now", which concluded with the theme that "Human beings will be removed from the loop" and writing in 2008 in The Princeton Companion to Mathematics predicted that by 2050 most numerical programs will be 99% intelligent wrapper and only 1% algorithm, and that the distinction between linear and non-linear problems, and between forward problems (one step) and inverse problems (iteration), and between algebraic and analytic problems, will fade as everything becomes solved by iterative methods inside adaptive intelligent systems that mix and match and combine algorithms as required.

Data analysis

On data analysis: In 1998, Mikhail Gromov in "Possible Trends in Mathematics in the Coming Decades", says that traditional probability theory applies where global structure such as the Gauss Law emerges when there is a lack of structure between individual data points, but that one of today's problems is to develop methods for analyzing structured data where classical probability does not apply. Such methods might include advances in wavelet analysis, higher-dimensional methods and inverse scattering.

Control theory

A list of grand challenges for control theory is outlined in "Future Directions in Control, Dynamics, and Systems: Overview, Grand Challenges, and New Courses".

Mathematical biology

Mathematical biology is one of the fastest expanding areas of mathematics at the beginning of the 21st century. "Mathematics Is Biology's Next Microscope, Only Better; Biology Is Mathematics' Next Physics, Only Better" is an essay by Joel E. Cohen

Mathematical physics

Mathematical physics is an enormous and diverse subject. Some indications of future research directions are given in "New Trends in Mathematical Physics: Selected Contributions of the XVth International Congress on Mathematical Physics".

Operator (computer programming)

From Wikipedia, the free encyclopedia https://en.wikipedia.org/wiki/Operator_(computer_programmin...