A reliability engineering approach for forecasting technological breakthroughs

One of the major attributes determining system reliability, the one that has received the most thorough and systematic study for many years, is system survival function. A “survival function” is a mathematical formula relating the probability of satisfactory performance of a system to time. Here, probability of satisfactory performance is synonymous with probability of nonfailure or probability of survival of a performing system.In breakthrough analysis of complex technological systems, the situation is somewhat similar but opposite to the above system reliability case. For breakthrough forecasting, the problem is to determine the probability of occurrence of success of a nonperforming system. Thus this paper presents a quantitative methodology for forecasting technological breakthroughs using a new concept of “attainability function,” derived in a similar fashion as the “reliability function.”     

The process of applied technology forecasting : A study of executive analysis, anticipation, and planning

The objective of this research is a study of technology forecasting not only as a discipline but also as an executive responsibility by applying the information processing theory to this task. A protocol analysis from Ericsson and Simon, modified for this study, was used for the analysis of interview data of top executives from the magnetic resonance imaging industry and their superconducting magnet suppliers, when they had to face a specific technological event. The technological event is the breakthrough discovery of ceramic superconducting materials in 1986, and the fast technological progress that followed between 1987 and 1989. This paper illustrates the processes through which senior executives collect information, process it, and develop plans and predictions in the context of “hard” uncertainty. We use cognitive and strategic decision-making research to develop a normative typology of executive decision making in similar contexts.     

Futures research scenarios and time succession

The possibility of introducing time-succession into a type of scenario approach used in futures research is examined, starting from Duperrin and Godet's SMIC-74 method, which deals with sets of nondated binary events and requires as input data the individual probabilities of these events and their time-independent conditional probabilities, taken by pairs. Time succession is then considered successively at two levels: 1)as a means used just to make conditional probabilities more accessible to intuition, following a proposal of Mitchell and Tydeman, to which a simplification is suggested; and 2) as a characteristic to be kept in the time-succession dependent scenarios that are finally dealt with. In the second the investigated period is split into q time “scenes,” as suggested by Olaf Helmer, and a method is proposed using the same algorithm as is used in SMIC-74, but in which binary events, as basic elements, are replaced by “boxed-events.” A boxed-event consists in the couple formed by an event and a “box” that represents either one of the q time scenes or the nonoccurrence of the event. The procedure by which experts can be consulted about the individual and conditional probability data required is described in some detail.     

Using precursors as leading indicators of technological change

Technological forecasters frequently utilize the procedure of “monitoring for precursors” in an attempt to anticipate technological changes. In a recent study on patterns of innovation, it was found that the data provided examples of precursors which could be used to illustrate the monitoring technique. In addition, it proved possible to extend the monitoring technique through the generation of probability distributions. The examples, and the extension, are reported here.     

Technological generalizations and leitbilder—the anticipation of technological opportunities

Recent national technology foresight studies as well as the Millennium Project of the American Council for the United Nations University are very much based on “nodes of discussion.” These short statements are called, e.g., topics, issues, or developments. This article provides a framework for the classification and analysis of nodes related to future technological development. Key concepts of the article are “technological generalization” and “leitbild.” The topics in the technology foresight Delphi studies can be seen as different kinds of generalizations from already realized technological developments. Leitbild is a German word. Its most general meaning is a guiding image. Like a common vision, a leitbild creates a shared overall goal, offers orientation toward one long-term overall goal, and provides a basis for different professions and disciplines to work in the same direction. The analysis of leitbilder and emerging technological paradigms might contribute to the construction of topics and issues and to the argumentation processes related to them.     

Can Japan succeed in “Chigyo-ka” (intelprise-formation)?

There are two aspects in today's information revolution that started in the late 1970s. The first is an aspect referred to as “the third industrial revolution,” which triggers the transition to the “21st century system of Industrialization.” The information revolution in this sense brings the creation of new “breakthrough industries (new multimedia industries).” And the second aspect of the information revolution possesses the characteristics of both a technological revolution and a social revolution and brings about the arrival of the third phase of the historical evolutionary process of the modern civilization, which proceeds through three phases, namely “militarization, industrialization, and then informatization.”If the bearers of modern industrialization are a “group of enterprises” that have been engaged in the race in order to gain “wealth” (generalized means of exchange/exploitation power), and if these enterprises' activities have been exercised in the world market where their products have been sold, then it is appropriate to call the bearers of informatization a “group of intelprises.” They will be engaged in the race to gain “wisdom” (generalized means of persuasion/induction power), then stages of their activities can be called a “global intelplace” where “sharables,” that is, information and knowledge, will be disseminated. And now, toward the 21st century, the third phase of modernization, which can be called the “informatization/intelprise formation” or the “wisdom game” (intellectualism), is about to begin.Japan's “ie society (a society based on the ie principle—literally, it means “house” but here it is interpreted as cultural principle for organizing a society), which has been going through the process of evolution on the Japan Archipelago, has developed a network-based organization with little stratification within its infrastructure. In this sense, Japanese society can be characterized as a “network-oriented society” in which intelprises and an intelplace in the broad sense have functioned as the essential components of the society since Middle Ages. In general, an intelplace and intelprises that operate actively within this framework serve as the flexible bases for different types of social relations and institutions, such as states and markets and eventually integrate these into the society to a certain extent. In fact, it took place quite regularly during the modernization “in the narrow sense,” or Westernization of Japanese society after the Meiji Restoration. There exist some problems, however. Some of the characteristics found in Japanese society may become obstacles to activities aimed at the sharing and promotion of information and knowledge in the global intelplace and Japanese participation in the “wisdom game.” Badly needed are serious efforts for Japanese intelprise-formation to reduce these obstacles as much as possible.     

Theories of choice under risk: Insights from financial markets

To date, the plausibility of theories of choice under risk hinges are mainly on experimental evidence. This paper devises and implements an approach amenable of assessing the performance of three families of models (expected utility, rank-dependent expected utility, and the cumulative prospect theory) using information from financial asset markets. Our findings unequivocally support reference-point dependence, diminishing marginal sensitivity, loss aversion, and nonlinear weighting of (gain and loss) physical probabilities. The empirical observations are found to be robust to, inter alia, the parameterization of the utility and probability weighting functions, “day-of-the-week effects”, the choice of a reference point, and the introduction of possible, low-probability market crashes (peso component).     

Technology, productivity, and organization

The on-coming age of changing technology and knowledge intensification, and its interactions with human values are expected to bring forth fundamental shifts in socioeconomic environment. The paper presents an overview of the dynamics of technological change, a hypothesis on productivity dynamics, and likely shifts in organizational structure. To cope with changes, organizational productivity has to be increasingly governed by human creativity and managerial effectiveness. The structure will be flatter, action-oriented, entrepreneurial, and, above all, flexible. By being organically alive, it will be different from conventional mechanical setups. The future will witness more of flexible manufacturing and flexible management systems and a change of emphasis from “management of technology” to “management of change”, governed by a multiperspective vision. The paper also analyzes major problems likely to be faced by developing countries in getting prepared for the future. In addition to their current focus on technological aspects, the Third World countries have to be seriously concerned about people and organizational issues.     

An exceptional development pattern

This paper investigates India's exceptional development pattern, specifically the major importance of information technology services (ITS), and compares it with China's development pattern. Both countries want to develop capabilities for carrying out the innovation of technologies that compete at the state-of-the-art in the world market. The paper posits that technological/economic success in the contemporary world market requires the ability to innovate complex technologies and complex technology-related services. The share of trade represented by complex technologies is compared with the “high-tech” share. The trading patterns of the two countries are compared using United Nations data. Two case studies of Indian ITS companies are then compared with two case studies of Chinese manufacturing companies. Historical and cultural differences appear to explain some of the differences in the development patterns of the companies located in the two countries.     

On preferences for being self-employed

The concept of procedural utility assumes that agents not only receive utility from outcomes but also attach an independent value to the procedures that lead to these outcomes. This paper analyzes whether the preferences that underlie procedural utility are homogeneous using the case of independence at the workplace. I exploit the event of German reunification to assign preferences for independence to respondents without using data on occupational choice or directly reported procedural preferences. I find that the self-employed report higher job satisfaction than the employed, even after controlling for income and hours worked. However, there is a significant amount of heterogeneity in this effect: while “independent types” experience a large increase in job satisfaction from being self-employed, the most “hierarchical types” could even experience a decrease.     

Probabilistic technological forecasts using precursor events

A critical issue in avoiding technological surprise is to identify new technologies which present threats or opportunities at an early stage in their development. Currently, technological forecasters use the method of precursors to provide this early identification. However, the information provided by the method of precursors is purely qualitative. This paper describes the use of the method of maximum entropy for generating a probability distribution for the time lag between demonstration of a device and its market introduction. Examples from the aerospace and automotive industries are used to illustrate the technique.     

A model of “coupled” technology transfer : A logistic curve approach

This article presents a mathematical model relating to the technology transfer problem. The origin of the problem stems from the existing trade-offs between the strategies of “technological progressiveness” and “static efficiency” employed by firms or countries defined as “leaders” and “followers,” respectively. The formulation of the model is based on the assumption that the technological development of a firm or a country follows a logistic growth curve when related to a specific technology. During the process of a “coupled” technology transfer, the development of the follower changes and its behavior is described by a first order nonhomogenous deferential equation. Different scenarios of the “coupled” technology transfer between the leader and the follower are being discussed.     

Preemptive collusion among corruptible law enforcers

This paper considers collusion between a supervisor and an agent within a Principal–Supervisor–Agent model. Other papers consider the possibility of collusion after the supervisor has exerted costly effort to obtain hard (“verifiable”) evidence regarding the agent’s actions, information which, if reported would result in the agent being fined with a certain probability. That is, collusion occurs because the supervisor may accept a bribe in exchange for hiding the information he has obtained. This paper allows the supervisor and the agent to enter into a collusive contract either before or after the supervisor has exerted effort to find verifiable information regarding the agent’s actions. The former type of collusion, which occurs after the supervisor has exerted effort, entails ex-post corruption, while the latter, which occurs before the supervisor has exerted effort, entails preemptive corruption. This paper shows that although raising the supervisor’s reward discourages ex-post corruption, it can simultaneously encourage preemptive corruption. Hence, raising the supervisor’s reward will not always discourage collusion. This result further implies that though privatizing law enforcement can always be used to eliminate ex-post corruption, it cannot be used to eliminate preemptive corruption. Furthermore, when compared to ex-post collusion, an equilibrium without corruption is always socially preferred. However, when compared to preemptive collusion, an equilibrium without corruption may not always be socially preferred.     

Technological forecasting and assessment: Science and/or mythology?

A number of radically distinct models (inquiry systems) are described. The models derive from C, West Churchman's recent characterization of the history of Western epistemology. It is argued that only a few of these models are appropriate for technological forecasting problems. Most technological forecasting methodologies rest on a dubious philosophical foundation. They unreflectively assume that the inquiry systems which are appropriate for “well-structured” problems are also appropriate for “ill structured” problems. It is argued that technological forecasting is an inherently ill-structured problem and therefore requires a methodology which is uniquely suited to such problems. The Dialectical and Singerian Inquiring Systems are proposed as particularly appropriate for ill-structured problems.     

Government funding strategy in technology programs

Industrial R&D in a market economy is mainly implemented in the private sector, therefore public funding is a very important tool of government to guide private R&D activities. This paper investigates the experience of funding national programs in a number of industrialized countries, and reaches some preliminary conclusions: (a) To reduce opportunistic behavior and ingrain intrinsic incentive in firms, both competition and cost-sharing principles should be used concurrently in underwriting firms' R&D projects. (b) Competition principles can be applied across many candidate projects around the same time or a series of one-of-a-kind projects over a longer time horizon. (c) The major threat to application of competition principles is that there is no “real competition” due to few qualified candidates in specific technological fields or in some, especially small, countries. (d) In practice, the appropriate cost-sharing level is difficult to determine. Fifty-fifty is used as a rule of thumb in many countries to simplify the decision making and circumvent “bounded rationality.” (e) Full cost endorsement may be another “quantum” alternative for projects urged by government but not felt to be very relevant by firms.     

The research strategy in management of technological innovation

The increasing importance of technology in the application world has imposed high demand on the research community for insightful and useful principles about “management of technological innovation” (MTI). This paper examines the academic legacy in terms of conceptual categories, causal relationships and taxonomy of relevant systems, and asserts from a system perspective that MTI as an applied science is still in its infancy.Based on methodological argument, this paper warns of the danger of hasty compromise of strategically important topics to “popular” definition of “researchability,” and suggests several research guidelines and approaches for this young interdisciplinary discipline:

1. (1)To explore new frontiers, use “proximate variables,” consider contextual factors and causation in broad terms, conceptualize “independently,” and pay more attention to case study method.

2. (2)To understand driving forces, be aware of practice, and focus on internal dynamics.

3. (3)To transcend complexity, adopt a hierarchical structure perspective and state-and-flow concept, and condense findings into configurations.

Finally, this paper urges the formation of an overall research strategy to accelerate the accumulation of MTI grounded knowledge.     

When is reputation bad?

In traditional reputation models, the ability to build a reputation is good for the long-run player. In [Ely, J., Valimaki, J., 2003. Bad reputation. NAJ Econ. 4, 2; http://www.najecon.org/v4.htm. Quart. J. Econ. 118 (2003) 785–814], Ely and Valimaki give an example in which reputation is unambiguously bad. This paper characterizes a class of games in which that insight holds. The key to bad reputation is that participation is optional for the short-run players, and that every action of the long-run player that makes the short-run players want to participate has a chance of being interpreted as a signal that the long-run player is “bad.” We allow a broad set of commitment types, allowing many types, including the “Stackelberg type” used to prove positive results on reputation. Although reputation need not be bad if the probability of the Stackelberg type is too high, the relative probability of the Stackelberg type can be high when all commitment types are unlikely.     

Toward an analytical industry classification

Two kinds of difficulties retard progress in technological forecasting uncertainties inherent in the subject itself and imprecision in its concepts. The latter difficulty exists whenever words have to be used in a general or traditional sense due to the lack of an agreed-upon operational definition. One such word and concept is industry [1]. The object of this paper is to present an operational definition of “industry” for use in forecasting, R&D, or innovative contexts, and to show how predictive, rather than just analogue, statements can then be made about industry and industries.     

Time-dependent event cross-impact analysis: Results from a new model

This time-dependent event cross-impact model involves four stages. In the first stage, an undisturbed world view, prior to new information being obtained, is projected for a set of events to occur with specified probability densities over an indefinite time horizon. In the second stage, the estimator fills in the cells of a cross-impact matrix with qualitative estimates of the strength and direction of the impacts. Qualitative cross-impacts are converted to aaquantitative form by the analyst conducting the excercise. In the third stage, it is assumed that new information becomes known to the estimator causing him to project anew the time-dependent probabilities of the events in the set. In the fourth and final stage, an event cross-impact simulation model is constructed in system dynamics and run to produce new probability densities of the event set. These densities take into account both the cross-impacts between events and the effect of the newly obtained information. The possible results include both shifts of the most likely time of occurence and changes in the cumulative probability of the events. The chief usefulness of the model is that it provides a method of foreshortening the time required by decision-makers to take into account the effect of new information on the probability of events occuring over a time period.