Using MBTI for the success assessment of engineering teams in project-based learning

Project-Based Learning (PBL) is a teaching and learning methodology that emphasizes student centered instruction by assigning projects. The students have to conduct significant projects and cope with realistic working conditions and scenarios. PBL is generally done by groups of students working together towards a common goal. Several factors play a significant role on the final success of each group. It is not only the technical aspects that have an influence on their final achievements, but also the human aspects and group dynamics. These dynamics can be studied through personality assessments, the Myers-Brigss Type Indicator (MBTI) being one of the most used and well-known methods. The MBTI is a psychometric questionnaire designed to measure psychological preferences in how people perceive the world and make decisions. Although MBTI strictly speaking just only identifies a personality type of an individual, it taps into key aspects of personality and behavior in areas such as communication, problem solving, decision making, and interpersonal relations. Several studies have also related MBTI profiles with leadership styles. The MBTI also helps in understanding group dynamics, analyzing shortcomings in an individual’s style and how the style affects the group as a whole. MBTI has been widely used in Team Building, Conflict Resolutions, Communication Skills and Understanding. The purpose of this work is to study how different combinations of student profiles could explain different group dynamics and at the same time, to predict the final success in a group. Knowing more about the personality of the team members, their leadership styles and how different personalities get along or conflict with each other can be useful information for building successful PBL groups. To this purpose, the final results of eight different student groups are analyzed, studying the influence of the MBTI profiles of their members with the group success. The final results obtained in this study suggest that the leadership style associated with the profile of the student playing the role of group coordinator and the members’ profile combinations have an influence on the group’s success.     

Information Distribution,Utilization, and Decisions by New Product Development Teams

Typically, organizations use new product development processes composed of activities followed by decision points, where projects are continued or abandoned. A decision maker likely possesses some common information also held by other decision makers and some unique information (that only she/he possesses). If a team relies mainly on overlapping, or common, information, decisions may suffer, but if they share and utilize information originally possessed by a subset of individual members, better decisions can be made. In this paper, the authors designed and conducted four studies to examine the effects of information distribution and utilization on new product team decision‐making. In study 1, the findings show that team members tend to use information possessed by everyone (i.e., common information) but neglect critical information possessed only by one of them (i.e., unique information). This common information bias results in suboptimal new product continuation decisions. In study 2, the interplay between the common information bias and team commitment to the NPD project favored by unique information is examined. The results show that although commitment influences new product development team decisions, the common information bias is stronger. Study 3 was conducted to rule out an alternative explanation for the effect of information distribution—the perception of information importance. In study 4, the focal hypotheses were re‐tested using a different sample to add confidence in the findings.     

Which buying decisions are made by individuals and not by groups?

Much of the recent research pertaining to industrial purchasing has focused on the buying group rather than the individual purchasing agent as primarily responsible for vendor and product selection decisions. The present research was undertaken on the premise that in certain types of industrial purchase decisions (vendor selection in modified rebuy situations), the presence of certain mediating variables may indicate that the individual purchasing agent rather than a buying group may make the vendor selection decision. Based on data gathered from industrial buyers randomly selected from a national list and using the hypothetical scenario data-gathering technique, the major findings are that individual decisions seem to predominate in modified rebuy vendor selection decisions, that loyalty to existing suppliers seems to have an effect on the extent of individual decision making, and that the extent of joint and individual decision making appears to be related to the size of the firm.     

The Fuzzy Front End of New Product Development for Discontinuous Innovations: A Theoretical Model

The fuzzy front end of the new product development (NPD) process, the time and activity prior to an organization's first screen of a new product idea, is the root of success for firms involved with discontinuous new product innovation. Yet understanding the fuzzy front‐end process has been a challenge for academics and organizations alike. While approaches to handling the fuzzy front end have been suggested in the literature, these tend to be relevant largely for incremental new product situations where organizations are aware of and are involved in the NPD process from the project's beginning. For incremental new products, structured problems or opportunities typically are laid out at the organizational level and are directed to individuals for information gathering. In the case of discontinuous innovations, however, we propose that the process works in the opposite direction—that is, that the timing and likelihood of organizational‐level involvement is more likely to be at the discretion of individuals. Such individuals perform a boundary‐spanning function by identifying and by understanding emerging patterns in the environment, with little or no direction from the organization. Often, these same individuals also act as gatekeepers by deciding on the value to the organization of externally derived information, as well as whether such information will be shared. Consequently for discontinuous innovations, information search and related problems/opportunities are unstructured and are at the individual level during the fuzzy front end. As such, the direction of initial decisions about new environmental information tends to be inward, toward the corporate decision‐making level, rather than the other way around. In order to cope with the special and complex nature of decisions made at the fuzzy front end of NPD for discontinuous innovations, this process is detailed as a series of decisions occurring over three proposed interfaces: boundary, gatekeeping, and project. The difference between each interface lies in the nature of the decisions made: At the boundary and gatekeeping interfaces, the primary impetus is individual‐level decision‐making; at the project interface, decisions occur at the organizational level. By articulating these processes in the form of a model, we achieve two objectives: (1) We outline a more detailed and comprehensive approach to understanding the nature of the front‐end decision making process for discontinuous innovations; and (2) we detail specific propositions for future research on each stage of the process.     

Managerial determinants of decision speed in new ventures

This study helps to explain why some new ventures make strategic decisions more quickly than others. Drawing on life course theory and human capital theory, I develop a model of how entrepreneurs' individual characteristics affect new venture decision speed. I test the model using survey data from 98 Internet startups and their founder/managers. Results show that firms made faster decisions when they were managed by older entrepreneurs and by those with prior entrepreneurial experience. In addition, exploratory analyses indicating that fast decision‐making firms were more likely to close may indicate that prevailing theory in this area is contextually limited. Copyright © 2005 John Wiley & Sons, Ltd.     

Opening the Black Box of Upper Echelons in China: TMT Attributes and Strategic Flexibility

Many scholars have suggested that strategic flexibility is a critical firm capability to survive in today's competitive arena. The decision to take strategic actions to make the firm more strategically flexible typically originates in the top management team (TMT). As the principal decision‐making unit of the firm, TMT members' information acquisition and processing capabilities and subsequent interpretation of environmental changes critically influence the decision to make the firm more strategically flexible to achieve a better fit with its market environment. Therefore, in order to understand how firms can adapt to environmental changes, scholars must study the sociopsychological processes of interaction among members of the TMT. This study examines the relationships between TMT's sociopsychological attributes (shared vision, social integration, and political ties) and strategic flexibility, which is decomposed into organizational flexibility and technological flexibility. The study further investigates how the level of competitive intensity can moderate the relationships. All the hypotheses are tested using structural equation models based on the survey data from 227 firms in China. The results show that organizational flexibility mediates the impact of TMT's social integration and political ties on technological flexibility. Surprisingly, a TMT's shared vision for the firm neither impedes nor facilitates the firm's effort in attaining the desired degree of organizational flexibility. However, TMT's shared vision does have a positive and direct impact on technological flexibility. Moreover, intense competition amplifies the positive impact of TMT social integration on the degree of organizational flexibility, but there is no significant moderating effect of competitive intensity on the relationship between a TMT's political ties and organizational flexibility. The results extend previous research by highlighting the importance of TMTs' sociopsychological attributes in driving technological flexibility, through the mediating impact of organizational flexibility.     

Antecedents of Team Intuition and Its Impact on the Success of New Product Development Projects

Research on new product development (NPD) team decision making has identified a number of cognitive mechanisms (e.g., team intelligence, teamwork quality, and charged behavior) that appear to guide NPD teams toward effective decisions. Despite an extensive body of literature on these aspects of NPD team decisions, team intuition has yet to be investigated in the context of NPD teams. Intuition is regarded as a form of information processing that differs from cognitive processes, and is associated with gut feelings, hunches, and mystical insights. Past research on intuition suggests that many managers and teams embrace intuition as an effective approach in response to situations in a turbulent environment where decisions need to be made immediately. Past research also revealed various benefits of intuition in decision making. These are: to speed up decision‐making process, to improve decision outcomes such as higher product quality, and to solve less structured problems (e.g., new product planning). This research examines the impact of team‐related antecedents (e.g., team member experience) and decision‐specific antecedents (e.g., decision importance) on intuition in NPD teams. The moderating impact of environmental turbulence between antecedent variables and intuition, as well as between intuition and team performance, is investigated. To test hypotheses, data were collected from 155 NPD projects in Turkey. The results showed that past team member experience, transactive memory systems (TMS), team empowerment, decision importance, and decision motives are significantly related to team intuition. The results also revealed that team intuition is significantly related to product success and speed‐to‐market, with both high and low levels of market turbulence. The findings of this study present some interesting practical implications to managers in order to improve intuitive skills of NPD teams. First, managers should make sure that team members have the relevant expertise to facilitate effective intuition. Second, managers should encourage and enhance TMS for effective intuition. If team members are not able to gain timely and unhindered access to others who have the needed experience and knowledge, past team member experience becomes idle in order to make effective intuitive judgments. Third, managers concerned with achieving successfully developed products and helping teams to make immediate but accurate decisions during NPD process should assign more power to team members so that they can rely on their intuitive skills.     

Attribution Biases in the Evaluation of New Product Development Team Members*

Managers are often concerned with the potential negative reputation impact of being assigned to a new product development project. Social psychology theories, and in particular the group attribution error theory, suggest that their worries might be justified, with individual team members being evaluated on the basis of the overall project performance, without regard for the processes by which the team outcome was reached. The objective of this paper is to empirically test for the existence of such biases in the evaluation of new product development team members. For this purpose, three independent experiments based on scenarios test the extent to which the group attribution error is at play in the evaluation of new product development team members and the extent to which it can be removed. Overall, this paper indicates that this bias does indeed affect the evaluation of new product development team members as well as decisions based on these evaluations. In the studies presented in this paper, analysis of variance showed that subjects inferred that team members' attitudes were consistent with the decision made and failed to adjust adequately for the decision rule used. Subjects then used these summary judgments as the basis for deciding on reward allocations and making competence attributions about the team members. In Study 1 , the decision rule used was either a vote or a team leader decision, and therefore the bias might have been explained by the lack of information available. Study 2 , however, provided unambiguous information about team members' positions, yet subjects did not adequately take this information into account. Study 3 replicated these results with experienced new product team managers, suggesting that theses biases are likely to be at play in the workplace. Moreover, subjects in Studies 2 and 3 felt quite confident that their judgments were being fair, even in the cases where these judgments truly were not, which suggests a lack of awareness of the bias on their part. The robustness of this bias should be cause for concerns for managers working in new product development teams or involved in the evaluation of the performance of such teams. The studies conducted in this paper suggest that team members can get unfairly rewarded or punished for decisions over which they have little or no control and that their reputation can also get affected by these decisions. Moreover, the fact that the group attribution error affected evaluations even in the case where experienced participants had specific information about team members' positions suggests that this bias will not be easy to remove.     

Marriage and Family Therapy in NPD Teams: Effects of We‐ness on Knowledge Sharing and Product Performance

Drawing on marriage and family therapy (MFT), this paper introduces the concept of we‐ness to new product development (NPD). We‐ness is the shared sense of togetherness family members feel toward each other. We apply we‐ness to NPD as the construct through which people share knowledge at the team, between‐team, and between‐organization levels. The results support the hypotheses that we‐ness increases knowledge sharing and that knowledge sharing increases product performance. In this study, we used regressions to analyze the hypotheses. We found that the greater in‐team we‐ness (H1, t = 3.786, p = .000), between‐team we‐ness (H2, t = 5.411, p = .000), and between‐organization we‐ness (H3, t = 2.940, p = .004) activities there were, the more knowledge sharing in NPD. Results also indicate that knowledge sharing is related to better NPD performance. This paper contrasts team and family as the foundation metaphor to organize people engaged in product development. We argue the team metaphor can be counterproductive in settings where difficult decisions must be made. Teams can lead to individual members suppressing their opinions to “help” the team achieve its goal. Members are expected to sacrifice for the good of the team. That can be adaptive when the task is straightforward. The family metaphor suggests that the group sacrifices for the individual. In a family environment, members protect minority opinions, and in cases where complex, ambiguous decisions must be made individual expertise and insight may come from one person. High‐trust family‐like settings can facilitate sharing sensitive information and norms that can be challenged. The family metaphor suggests a more flexible and tolerant approach to new ideas. At the same time, it is recognized that families can have dysfunctions that can detract from performance. Therefore, managers must carefully apply the use of family‐like settings. The importance for family‐like approaches across organizations seems to be more important as technology complexity increases. Between‐team we‐ness was revealed significantly higher in goods manufacturers than service firms in this study. Small companies need to make extra effort to increase between‐team we‐ness. The idea of approaching product development from a family relations perspective opens up new alternatives for managing people in teams, between teams, and even between organizations. MFT tools to address behaviors and individual performance issues increase the number and nature of managerial tools to increase product performance.     

Measuring and Utilizing Corporate Risk Tolerance to Improve Investment Decision Making

Strategic investment decisions are generally characterized by financial risk as well as an irrevocable commitment of significant amounts of capital. The firm's willingness to undertake financial risks plays an important role in the investment decision making process. A comprehensive economic decision analysis to evaluate strategic investment decisions requires a measure of the firm's tolerance for financial risk. This article describes a decision analysis–based technique for assessing managerial risk tolerance as well as managers' ability to be consistent in terms of their financial risk taking. These assessments are then utilized to assist the firm in establishing a corporate risk policy that can guide strategic decisions under uncertainty. The study firm is a business unit within a U.S.-based major oil company with an annual capital budget of approximately $400 million. Our findings suggest that managers are generally risk averse but struggle in terms of being consistent in their financial risk-taking decisions. This work enabled the firm to implement a financial risk tolerance that could be utilized in the economic decision analysis of investment decisions.     

Erratic strategic decisions: when and why managers are inconsistent in strategic decision making

While decision makers in organizations frequently make good decisions rooted in stable and consistent preferences, such consistency in outcomes is not always the case. In this study, we adopt a psychological perspective of judgment to investigate managers' erratic strategic decisions, which we define as a manager's inconsistent judgments that can shape the direction of the firm. In a study of 2,048 decisions made by 64 CEOs of technology firms, we examine how both metacognitive experience and perceptions of the external environment (hostility and dynamism) could affect the extent to which managers make erratic strategic decisions. The results indicate that managers with greater metacognitive experience make less erratic strategic decisions. The results also indicate that in hostile environments managers make more erratic strategic decisions. But contrary to our expectations, in dynamic environments managers make less erratic strategic decisions. Similarly, hostility and dynamism interact in their effect on erratic strategic decisions in that the positive relationship between environmental hostility and erratic strategic decisions will be less positive for managers experiencing high environmental dynamism than those experiencing low environmental dynamism. These results have important implications for strategic decision‐making research. Copyright © 2010 John Wiley & Sons, Ltd.     

New Product Team Decision Making: Regulatory Focus Effects on Number,Type, and Timing Decisions*

Company executives rely on new product development teams to carry out their directives and make decisions according to management's goals. However, team members bring their own motivational perspectives to strategic decisions. This research examines how individual and leadership motivations influence a dyadic team's new product decisions. Specifically, this article investigates how matching vs. mismatched motivations between team members affect new product number, type, and timing decisions. In addition, this study asks how effective leadership‐provided motivations are in guiding teams' new product decisions. A set of hypotheses is developed using regulatory focus theory, which identifies basic motivational differences in individuals (i.e., promotion vs. prevention focus) and their effects on decision making. The hypotheses examine the effects of regulatory focus match vs. mismatch within teams on the likelihood to introduce new products, the timing of new product introductions, and the types of new products introduced. To test the hypotheses, a controlled, yet realistic product management simulation is employed. A total of 124 undergraduate seniors (83 women and 41 men) at a large public university enrolled in a marketing management capstone course participated in this study for partial course credit. Utilizing two‐person teams engaged in a business simulation ensured an appropriate level of controlled complexity in the decision making task, while allowing the phenomena of interest to be isolated and tested. Results show that when dyads share the same motivational approach (regulatory focus match), leadership‐prescribed goal pursuit strategies are largely ineffective. Only dyads that do not share the same motivational approach to decision making (regulatory focus mismatch) make new product decisions consistent with leadership‐prescribed goal pursuit strategies. For regulatory focus match dyads, the results demonstrate that a promotion focus (when compared to a prevention focus) leads to greater numbers of new products introduced, faster new product introductions, and more novel new product introductions. For new product managers, these results carry important implications. Which new product opportunities to invest in and which to forgo is presumably determined by the strategic direction given to teams by top management. Results suggest that when team members share the same motivational approach, this not only influences new product decisions, but also diminishes or eliminates the influence top management can exert on new product decisions. Such “isolation” from leadership influences does not have to be detrimental. For example, companies that seek to insulate new product development teams from influences from the top, such as is the case in many new venture incubations, would be well served to staff those teams ensuring a promotion focus match.     

Exploring New Product Development Project Review Practices*

Most organizations use new product development (NPD) processes that consist of activities and review points. Activities basically solve problems and gather and produce information about the viability of successfully completing the project. Interspersed between the development activities are review points where project information is reviewed and a decision is made to either go on to the next stage of the process, stop it prior to completion, or hold it until more information is gathered and a better decision can be made. The review points are for controlling risk, prioritizing projects, and allocating resources, and the review team typically is cross‐disciplinary, comprising senior managers from marketing, finance, research and development (R&D), or manufacturing. Over the past four decades, research has greatly advanced knowledge with respect to NPD activities; however, much less is known about review practices. For this reason, the present paper reports findings of a study on NPD project review practices from 425 Product Development & Management Association (PDMA) members. The focus is on three decision points in the NPD process common across organizations (i.e., initial screen, prior to development and testing, and prior to commercialization). In this paper, the number of (1) review points used, (2) review criteria, (3) decision makers on review committees and the proficiency with which various evaluation criteria are used are compared across incremental and radical projects and across functional areas (i.e., marketing, technical, financial). Furthermore, the associations between these NPD review practices and new product performance are examined. Selected results show that more review points are used for radical NPD projects than incremental ones, and this is related to a relatively lower rate of survival for radical projects. The findings also show that the number of criteria used to evaluate NPD projects increases as NPD projects progress and that the number of review team members grows over the stages, too. Surprisingly, the results reveal that more criteria are used to evaluate incremental NPD projects than radical ones. As expected, managers appear to more proficiently use evaluation criteria when making project continuation/termination decisions for incremental projects; they use these criteria less proficiently during the development of radical projects, precisely when proficiency is most critical. At each review point, technical criteria were found to be the most frequently used type for incremental projects, and financial criteria were the most commonly used type for radical ones. Importantly, only review proficiency is significantly associated with performance; the number of review points, review team size, and number of review criteria are not associated with new product performance. Furthermore, only the coefficient for proficiently using marketing criteria was significantly related to new product program performance; the proficiency of using financial and technical information has no association with performance. Finally, across the three focal review points of the NPD process in this study, only the coefficient for proficiency at the first review point, (i.e., the initial screen) is significantly greater than zero. The results are discussed with respect to research and managerial practice, and future research directions are offered.     

Executive succession: The importance of social capital in CEO appointments

Research Summary: Firm performance and corporate governance have been shown to influence CEO selection, but our understanding of the role of social capital is more limited. In this study, we seek to provide further insight into the role of social capital by examining the influence of both “bonding” and “bridging” forms of social capital on CEO appointments. We find that candidates who have relational social capital, in terms of overlap with the CEO in organizational tenure, board tenure, and CEO tenure are more likely to be appointed as CEO. We also find that candidates who have external linkages to the CEO in the form of geographic, prestigious university, and prior employment affiliations are more likely to be appointed CEO. Managerial Summary: The appointment of a new CEO has significant and widespread implications for the firm’s future strategic direction and performance, the relationship between the board and CEO, and perceptions by investors, employees, and other key stakeholders. Our study finds that candidates who have shared connections and experiences with the CEO in terms of geographic, prestigious university, or prior employment affiliations as well as overlap in terms of organizational tenure, board tenure, and CEO tenure are more likely to be appointed CEO. Given the enormous impact that executive appointments have on the strategic direction and performance of the company, it is important to recognize that social factors such as shared experiences and connections influence how candidates are perceived, and thus, may affect appointment decisions.     

Focus Groups and the Development of New Products by Technologically Driven Companies: A Comment

Market research information often helps to reduce uncertainty in many new product decisions. Yet, each research technique has both strengths and weaknesses in terms of its ability to aid decision makers. Daniel Seymour responds to a recent Journal of Product Innovation Management article in which the benefits of focus group research were examined. By enumerating and describing the major limitations of the technique, a more informed choice of research approaches may be embraced.     

Pioneering Advantages and Entrepreneurs' First‐mover Decisions: An Empirical Investigation for the United States and China

New ventures are often launched for the purpose of pioneering an innovative new product or service in the marketplace. Entrepreneurs or founders of new ventures thus often have to make the decision whether to be the market pioneer or the first mover. While being a first mover potentially is advantageous, it also involves taking risks and facing uncertainties. Entrepreneurs must assess the benefits and risks of pioneering in the first‐mover decision‐making process to realize the potential competitive advantages associated with being a pioneer. Previous research has shown how entrepreneurs perceive potential gains and losses associated with exploring opportunities as the key defining element of entrepreneurial decision‐making. Past studies have also indicated that cultural and business environmental factors affect both perceptions and decision‐making. However, studies to date have insufficiently addressed the relationship between entrepreneurs' perceived pioneering advantages/disadvantages and their first‐mover decisions, with little attention to cross‐national differences. This study includes hypotheses postulating how entrepreneurs' perceived advantages and disadvantages of pioneering affect the number of first‐mover decisions made by entrepreneurs in two different cultural contexts, the United States and China. We collect data from 152 U.S. entrepreneurs and 140 Chinese entrepreneurs over a four‐year period and carry out empirical tests on the hypotheses using Poisson regression models. Our results provide insight on how culture affects perceptions of advantages and disadvantages of pioneering, and how these perceptions impact the likelihood of making a first‐mover decision. We find that a higher level of perceived advantages will drive first‐mover decisions, whereas perceived disadvantages will deter first‐mover decisions. The negative effect of perceived erosion disadvantages on the number of first‐mover decisions was higher for Chinese entrepreneurs, consistent with the high risk‐aversion culture in China. However, this effect was not found for perceived uncertainty disadvantages, suggesting that the risk‐averse characteristics of Chinese entrepreneurs is an oversimplification, and that the Chinese cultural, business, and legal environment helps offset uncertainty disadvantages. We also find an interesting positive moderating effect of perceived advantage on the relationship between perceived disadvantages and the number of first‐mover decisions in China only. That is, if perceived advantages are low, Chinese entrepreneurs are more risk averse than U.S. entrepreneurs; but if perceived advantages are high, Chinese entrepreneurs are more risk‐seeking than U.S. entrepreneurs. This finding again challenges the risk aversion conclusion found by previous studies of Chinese managers.     

The effects of perceived market and learning orientation on assessed organizational capabilities

This study extends prior research by exploring the effects of managerial representations of market and learning orientation on perceived industrial firm capabilities. Cognitions that managers use to make sense of their environment impact competitive strategy decisions. Extant research has found market and learning orientation concepts to be empirically distinct and to have independent and synergistic effects on organizational performance. The present study generally supports hypotheses relating to independent effects of market and learning orientation viewpoints on perceptions of specific capability domains. Findings hold implications for managing the development of organizational capability portfolios as well as for future research aimed at understanding cognitions related to competitive advantage dynamics.     

The utilization of individual capabilities in group approaches to strategic decision-making

Previous research has found that groups using dialectical inquiry (DI) or devil's advocacy (DA) make better strategic decisions than groups using a consensus (C) approach. This paper explains those findings by using new data to show that the DI and DA approaches make better use of the capabilities of individual group members. Specifically, the DI and DA groups yielded significantly higher quality recommendations and assumptions than the average of the individuals in the respective groups, whereas the C groups did not. Moreover, the recommendations and assumptions of the DI groups and the recommendations of the DA groups significantly exceeded those of the best individual in the respective groups. There were no significant differences for the C groups.     

Decision‐making in the pharmaceutical industry: analysis of entrepreneurial risk and attitude using uncertain information

The main purpose of this study was to investigate judgments made by employees from the pharmaceutical industry and allied health‐care sectors in a set of four different drug discovery and development cases derived from real scenarios. Each case study related to go/no‐go decisions taken from various steps in drug discovery through preclinical and clinical development (investigational new drug) on to market introduction (new drug application) and treatment of the target population. Using a web‐based questionnaire, 52 respondents made five sets of judgment within each drug case whether to continue or halt further project development. For each case, additional details of the developmental scenario were disclosed to the respondent after completion of each judgment response. We also assessed to what extent the individual judgments given by the respondents were influenced by work experience and functional role, education, or their perceived entrepreneurial character. Our study demonstrates that health‐care employees differ substantially in their individual intuitive judgments of benefit and risk in go/no‐go decisions during the drug discovery and development process. This lack of coherence and wide variability with respect to the drug development cases selected may reflect judgment in the real world. Such judgments are usually taken from incomplete information, and individual decision‐making rules vary substantially between experts in the field. Further knowledge about this inherent human functional judgment variability may be helpful to form a better understanding of individual decision‐making in relation to inherent uncertainties. Additional research may also clarify how personal experience within drug discovery and development influences judgment and help to optimize decision outcomes in the drug development sector. Importantly, a deeper insight of the fundamentals and rules that shape individual and group decision‐making of everyday drug discovery and development may help to optimize the decision processes in the pharmaceutical industry.     

Antecedents and Consequences of Reflexivity in New Product Idea Screening*

Pre‐development activities, such as new product idea screening, are considered to play an important role in innovation success. At the screening stage, a management team evaluates new product and service ideas and makes a first go/no‐go decision under high levels of uncertainty and ambiguity. Paying more attention to the decision‐making process in the screening stage appears important because too rigorous a use of rigid evaluation criteria and inflexible methods have been shown to have an adverse effect on market performance of novel products. The present study proposes and tests a model of team‐level antecedents and consequences of reflexivity—the explicit evaluation and discussion of working methods, tools, and criteria within a team. Recently, researchers have proposed that cognitive style and leadership style are major antecedents of decision‐making performance. This study posits that reflexivity offers an explanation of how transformational leadership and cognitive style can eventually affect decision‐making performance in the context of new product idea screening. Results of a survey among 126 top managers from large international firms show that the positive effects of transformational leadership and procedural rationality on the effectiveness and efficiency of screening decision making are largely mediated by reflexivity at the team level. This suggests that screening teams can improve their decision making in the following ways: committee chairs are advised to stimulate openness, develop a stop‐and‐think attitude among screening committee members, and support argument‐based discussion in order to adapt available decision tools, models, and checklists whenever needed. The paper concludes with implications, limitations of the study, and suggestions for further research.