Reconceptualizing Intuition in Supply Chain Management

Studies in the psychology and management disciplines suggest that intuition might be able to complement rationality as an effective decision‐making approach. Yet, a review of how decision makers in supply chain contexts can benefit from using their intuition demonstrates that our discipline lacks a unifying conceptualization and operationalization of the complex intuition construct. Our study addresses this opportunity by following an extensive mixed‐method approach, in which we first use qualitative content analysis and quantitative testing to conceptualize intuition as a multidimensional construct consisting of experience‐based, emotional, and automatic‐processing dimensions. We then operationalize and empirically assess multidimensionality using a multiple study format, and perform an inferential analysis to begin to assess nomological validity. Our reconceptualization of intuition allows for a richer understanding of this key facet of supply chain management decision making, and our accompanying scale provides evidence of its multidimensionality and efficacy in making decisions in the uncertain and time‐constrained environments that supply chain managers often face.     

Entrepreneurial Orientation and International Performance: The Moderating Effect of Decision‐Making Rationality

This research examines how entrepreneurial orientation (EO) influences international performance (IP) of the firm taking into account the moderating effect of decision‐making rationality (DR) on the EO–IP association. Such an investigation is significant because it considers the interplay of strategic decision‐making processes supported by the bounded rationality concept in the entrepreneurship field. Drawing from a study on activities of 216 firms in the United States and United Kingdom, the evidence suggests that DR positively moderates the EO–IP association. The findings suggest that managers can improve IP by combining EO with rational (analytical) processes in their strategic decisions.     

How Do Salespeople Make Decisions? The Role of Emotions and Deliberation on Adaptive Selling,and the Moderating Role of Intuition

This research explores how salespeople make decisions and what factors influence these decisions. Research in psychology suggests that, in making decisions, people use both intuition and deliberation, often relying on some degree of both processes. This study examines the impact of emotion, intuition, and deliberation on a salesperson's adaptability and resulting performance. Intuition is found to play a significant moderating role in the relationships between both deliberation and regulation of emotions on adaptive selling. However, as anticipated, the role of this moderation variable differs for each of these relationships. Findings suggest that intuition provides an important input to deliberative and emotive thought processes, and plays an important role in salesperson adaptiveness. Implications for salesperson mentoring and training programs are explored.     

高管团队决策行为与决策绩效关系:行为整合的中介效应分析

战略选择是一个非常复杂、含义广泛的决策过程,而复杂的决策是管理团队许多决策行为相互作用的结果,研究行为整合在决策过程中的作用机制对战略管理理论、高层梯队理论和行为决策理论有重要的意义。根据行为决策理论,提出了决策行为、行为整合对决策绩效影响的假设模型。实证研究表明,在决策过程中,程序理性和直觉行为正向影响决策绩效,行为整合可以加强这两种决策行为的正向作用;政治行为负向影响决策绩效,行为整合可以削弱政治行为的负向作用。     

What I Know,What I Think I Know,and Whom I Know

Drawing on social cognitive theory and social network literature, this study examines how objective financial knowledge (OFK) and financial knowledge network intensity (FKNI) influence retirement investment decisions through the mediation of subjective financial knowledge (SFK). Using survey data, we find that OFK and FKNI enhance 401(k) account holders' risk‐taking and investment quality. We also find a unique role of SFK in retirement investment decisions: SFK mediates the effect of OFK on risk‐taking, not on investment decision quality. While the interaction between OFK and FKNI does not influence investment decision quality through SFK, it does positively influence risk‐taking through the mediation of SFK, which implies that OFK and FKNI serve as complements to each other in risk‐taking through the mediation of SFK. We suggest that individuals may reap benefits from financial literacy and financial network‐building programs for improving retirement investment decision‐making.     

A Model for Ethical Decision Making in Business: Reasoning, Intuition, and Rational Moral Principles

How do business leaders make ethical decisions? Given the significant and wide-spread impact of business people??s decisions on multiple constituents (e.g., customers, employees, shareholders, competitors, and suppliers), how they make decisions matters. Unethical decisions harm the decision makers themselves as well as others, whereas ethical decisions have the opposite effect. Based on data from a study on strategic decision making by 16 effective chief executive officers (and three not-so-effective ones as contrast), I propose a model for ethical decision making in business in which reasoning (conscious processing) and intuition (subconscious processing) interact through forming, recalling, and applying moral principles necessary for long-term success in business. Following the CEOs in the study, I employ a relatively new theory, rational egoism, as the substantive content of the model and argue it to be consistent with the requirements of long-term business success. Besides explaining the processes of forming and applying principles (integration by essentials and spiraling), I briefly describe rational egoism and illustrate the model with a contemporary moral dilemma of downsizing. I conclude with implications for further research and ethical decision making in business.     

The Influence of Workplace Justice Perceptions on Commercial Driver Turnover Intentions

Employee retention is a critical and challenging workplace issue including in the U.S. motor carrier industry with its perennially high driver turnover rates. Truck driver retention affects supply chain performance because of its impact on carrier operating safety and the service capacity of the trucking industry. Government authorities exert an influence on truck driver retention via the safety policies, labor policies, and regulations they mandate. A proposed rule requiring electronic on‐board recorders of some carrier drivers offers an opportunity to investigate the influence of government policy on driver work intentions. In this study we examine this influence through the lens of procedural justice theory. Drawing on procedural justice literature, we develop a model which examines the procedural justice perceptions of commercial drivers and the subsequent impact on their decision‐making behavior, including their organizational and industry intentions to remain or quit.     

Goals,Conflict, Politics,and Performance of Cross-Functional Sourcing Teams—Results from a Social Team Experiment

Strategic sourcing is carried out in cross-functional teams to account for the complexity and multidimensionality of modern procurement decisions. However, such teams not only enable the integration of distinct interdependent skill sets and viewpoints, they are also characterized by functional goal misalignment. We focus on the resulting behavioral challenges, namely conflict and politics, and their effects on team satisfaction and rationality, which ultimately leads to observed outcomes. We test our hypotheses in a structural equation model based on data gathered from 468 participants in a social team experiment. We find a mediated effect of goal misalignment on political behavior via two types of team conflict. Political behavior, in turn, obstructs rational team sourcing decisions and reduces team members’ satisfaction with the process. Our study indicates that behavioral challenges in the framework of Organizational Buying Behavior not only co-occur but affect each other via mediation. Hence, managers need to closely monitor the escalation chains’ origin, task conflict, which constitutes a necessary condition for further emotional dissent and political biasing. We contribute to the understanding of the challenges in cross-functional sourcing teams, thereby providing advice to executives in their pursuit to rationalize and improve sourcing team decisions and their outcomes.     

An empirical investigation into international entry mode decision-making effectiveness

This study examines the effect of decision rationality and hierarchical centralization on international entry mode decision-making effectiveness (DME). The role of environmental uncertainty is additionally explored as a moderating variable in this investigation. Drawing from the strategic decision-making process perspective, this research is seemingly the first to include behavioral processes in explaining how effective the decision associated with adopting an international entry mode is. Based on a study of 233 internationalized Chinese private firms, the evidence suggests that decision rationality positively influences DME, while hierarchical centralization negatively affects DME. The moderating effects of environmental uncertainty are negative for both decision rationality and hierarchical centralization.     

SUPPLY CHAIN MANAGEMENT AND ITS RELATIONSHIP TO LOGISTICS,MARKETING, PRODUCTION,AND OPERATIONS MANAGEMENT

The renaming of the Council of Logistics Management (CLM) to the Council of Supply Chain Management Professionals (CSCMP) ushered in some interesting definitional dialogue and debate within the practitioner and academic communities. Inherent in emerging definitions is the notion that SCM encompasses activities traditionally considered aspects of production, logistics, marketing, and operations management. Defining SCM in such a broad scope (i.e., a “within” and “across” functions perspective), while considered by many scholars as the true representation of the essence of SCM, creates confusion regarding the appropriate organizational level within a business that is best suited for managerial decision making regarding the phenomenon. This paper contributes to the emerging SCM dialogue by highlighting the functional spaces (the “within” function perspective), relationships, and conceptual overlaps (the “across” functions perspective) between marketing, logistics, production, operations, and supply chain management. By comparing and contrasting the literature‐based conceptual boundaries of each discipline, a framework is proposed that more clearly captures the essence of the SCM decision making sphere. Managerial insights and future research implications are presented.     

On automated e‐business negotiations: Goal,policy, strategy,and plans of decision and action

In recent years, there has been increasing interest in automated e‐business negotiations. The automation of negotiation requires a decision model to capture the negotiation knowledge of policymakers and negotiation experts so that the decision‐making process can be carried out automatically. Current research on automated e‐business negotiations has focused on defining low‐level tactics (or negotiation rules) so that automated negotiation systems can carry out automated negotiation processes. These low‐level tactics are usually defined from a technical perspective, not from a business perspective. There is a gap between high‐level business negotiation goals and low‐level tactics. In this article, we distinguish the concepts of negotiation context, negotiation goals, negotiation strategy, and negotiation tactics and introduce a formal decision model to show the relations among these concepts. We show how high‐level negotiation goals can be formally mapped to low‐level tactics that can be used to affect the behavior of a negotiation system during the negotiation process. In business, a business organization faces different negotiation situations (or contexts) and determines different sets of goals for different negotiation contexts. In our decision model, a business policymaker sets negotiation goals from different perspectives, which are called goal dimensions. A negotiation policy is a functional mapping from a negotiation context to some quantitative measures (or goal values) for the goal dimensions to express how competitive the policymaker wants to reach that set of goals. A negotiation expert who has the experience and expertise to conduct negotiations would define the negotiation strategies needed for reaching the negotiation goals. Formally, a negotiation strategy is a functional mapping from a set of goal values to a set of decision‐action rules that implement negotiation tactics. The selected decision‐action rules can then be used to control the execution of an automated negotiation system, which conducts a negotiation on behalf of a business organization.     

Strategic decision-making processes,international environmental munificence and the accelerated internationalization of SMEs

Motivated by the paucity of studies examining the effects of strategic decision-making processes on accelerated internationalization, this study draws on the organizational information processing theory and the resource-based view of the firm to argue that procedural rationality and politicization have a negative effect on accelerated internationalization of SMEs. Using a sample of 176 internationalized Greek SMEs, the study finds that the procedural rationality and politicization of SMEs reduce the probability of accelerated internationalization. These relationships are more pronounced in munificent international environments, indicating that when accelerated internationalization is constrained by strategic decision-making processes, SMEs may miss opportunities in attractive international markets. The study contributes to the organizational information processing theory, to the literature on the speed of decisionmaking in SMEs, and to the literature on accelerated SME internationalization.     

Interpersonal Social Networks and Internationalization of Traditional SMEs

This study aims to understand the role of interpersonal social networks in the international strategies of “traditional SMEs,” namely small firms that are “born local” and that operate in low‐tech and non‐knowledge‐intensive industries. Specifically, building on the social capital approach and the international entrepreneurship literature, this study investigates how the structure and the content of interpersonal social networks affect both the activities of exploration/exploitation of opportunities abroad, as well as the path and the performance of the internationalization processes in the pre‐entry and post‐entry phases. Results show the dynamics of internationalization as a “social embedded” endeavor, by highlighting heuristics and path‐dependent phenomena connected to the features of the interpersonal social networks. Findings contribute to the literature as to the decision‐making processes, the role of trust, and the possible negative effects generated by the structure and the content of the interpersonal social networks, including the market withdrawals.     

Toward an integrated framework for online consumer behavior and decision making process: A review

This paper presents a comprehensive review of recent empirical studies dealing with online consumer behavior and decision‐making processes. To that end, the paper adapts and extends Engel, Kollat, and Blackwell's ( 1978 ) and Engel, Blackwell, and Miniard's ( 1986 ) decision‐making model as backdrop in the review of the literature. The vast majority of studies examine the link between external factors and one or more components of the decision‐making process. The findings of this study show a paucity of research on a number of components of decision making, as well as inconsistencies in the way the online environment is characterized. Finally, the findings show that student samples are prevalent among the studies identified and the research method is biased toward the survey method as opposed to experimentation. Discussion and conclusions are provided, and directions for future research are presented. ©2010 Wiley Periodicals, Inc.     

Consumer socialization,social structural factors and decision‐making styles: a case study of adolescents in Malaysia

The purpose of this study is to investigate how the process of consumer socialization will determine adolescents’ decision‐making styles. Eight decision‐making styles were conceptualized as outcomes of the socialization process, which is acquired via interaction with socialization agents, namely parents, peers, printed media, television commercials and in‐school education. The study also proposed five social structural variables (social class, gender, ethnicity, residence and religion) as being associated with the socialization agents and decision‐making styles. The study sample consisted of 934 adolescents between the ages of 16 and 19 years. The data were collected using a self‐administered questionnaire and analysed with the SPSS computer program. As a result of regression analyses, significant relationships were found between social structural factors and socialization processes, suggesting that the influence of socialization agents on adolescents may vary according to certain demographic characteristics. Significant relationships were also found between social structural factors and socialization processes. Peers appeared to be the most important agents of consumer socialization, contributing to a variety of desirable as well as undesirable consumer decision styles. Printed media and television commercials were also found to be significant sources of the acquisition of both desirable and undesirable decision‐making styles. Parents and in‐school education, however, were insignificant in the acquisition of any decision‐making styles among adolescents. Information obtained from this study could be useful to government agencies and consumer educators. The most revealing finding of this study is that parents did not contribute to the formulation of decision‐making orientation for adolescents. This points to the need for consumer educators to take steps in designing programmes that will involve parents as primary socialization agents at home; this may be facilitated via printed materials. Apart from this, the information can also be helpful in enabling marketers to be more effective in targeting various adolescent markets by formulating marketing strategies according to demographic factors, socialization process and decision‐making styles.     

Ethical Sourcing: An Analysis of the Literature and Implications for Future Research

The purpose of this study is to present a rigorous, focused review on how this field of ethical sourcing research has grown and evolved over the decades, providing implications for future research. We combine two research methodologies in this study: a systematic literature review and a citation network analysis. The former is used as a scientific tool to select the most relevant ethical sourcing articles, while the latter is then applied as a research technique to analyse these selected articles. Such a combined approach allows for a rigorous investigation into this field of research in a more scientific and objective way. Based on this approach, we identify (1) distinctive features of ethical sourcing studies such as growth trends and content issues; (2) important articles that have played a significant role in developing this field; (3) evolutionary paths that show how its knowledge has been created and transferred; (4) emerging trends that have received growing attention in the recent literature; (5) main research areas that underlie the entire ethical sourcing studies; and (6) major implications that need to be pursued in future research. The results of this study provide not only the current status of the literature but also the patterns of evolution in this field of research, thus contributing to the existing literature.     

Strategic Decision Making: from Crisis to Opportunity

Managers can perceive and categorise problems as crisis, threat, familiar everyday nuisance or even opportunity. This article focuses on the extent to which this categorisation determines the process the organisation goes through in tackling the problem. Using the case history of a big externally-triggered decision in a chemical company to illustrate these distinctions, the authors show that the characteristics of the processes can vary a lot according to how the problem is perceived: and across many dimensions – procedural rationality, generation of alternatives, politicisation, timing and lateral and horizontal communication. They argue that top managers should not only pay particular attention to the manner in which strategic issues are perceived and labelled within the company and its systems, but even in some circumstances should 'manipulate' the information provided from external or internal systems. The case described here also illustrates the crucial role of middle managers in providing expertise and information during the making of strategic decisions. Finally, it points to ways in which management teams can avoid destructive conflict and engage in constructive conflict.     

The Devil might wear Prada,but Narcissus wears counterfeit Gucci! How social adjustive functions influence counterfeit luxury purchases

People buy counterfeit luxury goods for a range of reasons, including status and belonging. Previous research has shown these stem from an individual's value-expressive or social-adjustive attitudes. However, there appears to be limited research identifying a clear causal relationship between these and intention to purchase counterfeit goods, or how these attitude functions might be used to inhibit purchase of counterfeit luxury products. Using a mixed (survey/experiment) design, in two studies this research demonstrates an individual's social adjustive function has a positive influence on purchase intent for counterfeit luxury goods. However, the use of value expressive ad appeals can limit this effect on consumer decision making. The findings also demonstrate the existence of contingent effects across different levels of product involvement and product knowledge. The contingent effects help better understand the inconsistent findings in the literature regarding the influence of value-expressive and social-adjustive functions on counterfeit purchase intention, and shed light on the interplay among these variables.     

DEBIASING STRATEGIES IN SUPPLY MANAGEMENT DECISION‐MAKING

Human judgment and decision making under uncertainty are vulnerable to decision biases leading to deviations from the standard assumptions of the rational paradigm in economics. This fact is currently not widely reflected by research on decision making in sourcing contexts. However, supply managers are aware of the judgment and decision challenges that result from existing and increasing levels of uncertainty in the external, upstream supply chain, and deploy decision supporting strategies for debiasing their judgments. The analysis of supply management decisions using 441 data units from 133 embedded cases from 15 buying organizations revealed high levels of such debiasing strategies. However, the seemingly most effective mitigation strategy recommended in the general debiasing literature ‐ creating awareness of the underlying mechanics causing decision biases ‐ was only employed by one buying organization, indicating a need to further investigate debiasing strategies specifically in supply management contexts.     

Integrating intuition and artificial intelligence in organizational decision-making

Artificial intelligence (AI) is fundamentally changing organizational decision-making processes. With the abilities to self-learn and to improve decision quality, AI is now taking over many decision responsibilities that were formerly assigned to humans alone. However, the effectiveness of AI for ill-structured and uncertain decision environments is still in question. In such decision contexts that have no precedent on which to base a solution, humans have historically relied on their intuition to make decisions. Yet intuition, too, has been found to have weaknesses that restrict decision quality. Therefore, this article introduces a decision-making model that effectively integrates the strengths of both intuition and AI while minimizing the vulnerabilities of each method. The model specifies when and how both modes should be combined for effective organizational decision-making. In addition, the article presents important future research considerations relating to AI for both practitioners and academics.