Rumors of the death of emotional intelligence in organizational behavior are vastly exaggerated

In the first of two articles presenting the case for emotional intelligence in a point/counterpoint exchange, we present a brief summary of research in the field, and rebut arguments against the construct presented in this issue. We identify three streams of research: (1) a four‐branch abilities test based on the model of emotional intelligence defined in Mayer and Salovey (1997); (2) self‐report instruments based on the Mayer–Salovey model; and (3) commercially available tests that go beyond the Mayer–Salovey definition. In response to the criticisms of the construct, we argue that the protagonists have not distinguished adequately between the streams, and have inappropriately characterized emotional intelligence as a variant of social intelligence. More significantly, two of the critical authors assert incorrectly that emotional intelligence research is driven by a utopian political agenda, rather than scientific interest. We argue, on the contrary, that emotional intelligence research is grounded in recent scientific advances in the study of emotion; specifically regarding the role emotion plays in organizational behavior. We conclude that emotional intelligence is attracting deserved continuing research interest as an individual difference variable in organizational behavior related to the way members perceive, understand, and manage their emotions. Copyright © 2005 John Wiley & Sons, Ltd.     

Emotional intelligence and individual performance: evidence of direct and moderated effects

We examined the direct and moderated effects of an ability‐based measure of emotional intelligence (MSCEIT© V2.0) on individual performance in a sample of business undergraduates. Controlling for general mental ability and personality, emotional intelligence explained unique incremental variance in performance ratings on only one of two measures of interpersonal effectiveness (public speaking effectiveness). However, the interaction of emotional intelligence with conscientiousness explained unique incremental variance both in public speaking and group behavior effectiveness, as well as academic performance (cumulative GPA). We conclude that the effects of emotional intelligence on performance are more indirect than direct in nature. Individuals must not only have emotional intelligence, but also must be motivated to use it. Copyright © 2006 John Wiley & Sons, Ltd.     

The case for the ability‐based model of emotional intelligence in organizational behavior

In this second counterpoint article, we refute the claims of Landy, Locke, and Conte, and make the more specific case for our perspective, which is that ability‐based models of emotional intelligence have value to add in the domain of organizational psychology. In this article, we address remaining issues, such as general concerns about the tenor and tone of the debates on this topic, a tendency for detractors to collapse across emotional intelligence models when reviewing the evidence and making judgments, and subsequent penchant to thereby discount all models, including the ability‐based one, as lacking validity. We specifically refute the following three claims from our critics with the most recent empirically based evidence: (1) emotional intelligence is dominated by opportunistic ‘academics‐turned‐consultants’ who have amassed much fame and fortune based on a concept that is shabby science at best; (2) the measurement of emotional intelligence is grounded in unstable, psychometrically flawed instruments, which have not demonstrated appropriate discriminant and predictive validity to warrant/justify their use; and (3) there is weak empirical evidence that emotional intelligence is related to anything of importance in organizations. We thus end with an overview of the empirical evidence supporting the role of emotional intelligence in organizational and social behavior. Copyright © 2005 John Wiley & Sons, Ltd.     

From manager's emotional intelligence to objective store performance: Through store cohesiveness and sales‐directed employee behavior

The relationships among manager's emotional intelligence, store cohesiveness, sales‐directed employee behavior, and objective store performance were investigated. Non‐managerial sales employees of a large retail electronics chain in South Korea (N = 1611) rated the emotional intelligence of their own store managers as well as the group cohesiveness within their stores. Store managers (N = 253) separately rated the sales‐directed behavior of their employees. Objective sales data were collected one month later for each store. No direct relationship between manager emotional intelligence and objective store performance was found. Instead, the results supported the hypothesized four‐variable, three‐path mediation model: store manager's emotional intelligence was related to store cohesiveness, which in turn was related to the sales‐directed behavior of the frontline employees, which ultimately predicted the objective performance of the stores. Manager emotional intelligence and store cohesiveness are seen as intangible organizing resources or socio‐psychological capital for non‐managerial store employees. Implications for future research and more effective management of retail firms are discussed. Copyright © 2015 John Wiley & Sons, Ltd.     

Exploring the role of emotional intelligence in behavior-based safety coaching

INTRODUCTION: Safety coaching is an applied behavior analysis technique that involves interpersonal interaction to understand and manipulate environmental conditions that are directing (i.e., antecedent to) and motivating (i.e., consequences of) safety-related behavior. A safety coach must be skilled in interacting with others so as to understand their perspectives, communicate a point clearly, and be persuasive with behavior-based feedback. METHOD: This article discusses the evidence-based "ability model" of emotional intelligence and its relevance to the interpersonal aspect of the safety coaching process. RESULTS: Emotional intelligence has potential for improving safety-related efforts and other aspects of individuals' work and personal lives. Safety researchers and practitioners are therefore encouraged to gain an understanding of emotional intelligence and conduct and support research applying this construct toward injury prevention.     

The relation between emotional intelligence and job performance: A meta‐analysis

This meta‐analysis builds upon a previous meta‐analysis by (1) including 65 per cent more studies that have over twice the sample size to estimate the relationships between emotional intelligence (EI) and job performance; (2) using more current meta‐analytical studies for estimates of relationships among personality variables and for cognitive ability and job performance; (3) using the three‐stream approach for classifying EI research; (4) performing tests for differences among streams of EI research and their relationships with personality and cognitive intelligence; (5) using latest statistical procedures such as dominance analysis; and (6) testing for publication bias. We classified EI studies into three streams: (1) ability‐based models that use objective test items; (2) self‐report or peer‐report measures based on the four‐branch model of EI; and (3) “mixed models” of emotional competencies. The three streams have corrected correlations ranging from 0.24 to 0.30 with job performance. The three streams correlated differently with cognitive ability and with neuroticism, extraversion, openness, agreeableness, and conscientiousness. Streams 2 and 3 have the largest incremental validity beyond cognitive ability and the Five Factor Model (FFM). Dominance analysis demonstrated that all three streams of EI exhibited substantial relative importance in the presence of FFM and intelligence when predicting job performance. Publication bias had negligible influence on observed effect sizes. The results support the overall validity of EI. Copyright © 2010 John Wiley & Sons, Ltd. Note: Correction added on 22 July 2010 after first publication online on 29 June 2010. The affiliations for Ronald H. Humphrey and Thomas H. Hawver have been corrected in this version of the article.     

The bright side of emotional labor

Emotional labor (expressing emotions as part of one's job duties, as in “service with a smile”) can be beneficial for employees, organizations, and customers. Meta‐analytical summaries reveal that deep acting (summoning up the appropriate feelings one wants to display) generally has positive outcomes. Unlike surface acting (faking emotions), deep acting does not harm employee well‐being, and deep acting is positively related with job satisfaction, organizational commitment, job performance, and customer satisfaction. Emerging research also suggests that a third form of emotional labor, natural and genuine emotional labor, is a frequently used emotional labor strategy that has positive effects for both employees and customers. We examine how identity processes shape how employees experience emotional labor, and we maintain that when employees identify with their roles, emotional labor augments and affirms their identity. Person‐job fit is an important moderator that influences whether emotional labor enhances or hinders employee well‐being. Emotional labor may also have positive outcomes when organizations grant more autonomy and adopt positive display rules that call for the expression of positive emotions. Recent research also indicates that emotional labor strategies may improve leadership effectiveness. Research opportunities on the bright side of emotional labor are abundant. Copyright © 2015 John Wiley & Sons, Ltd.     

Understanding the emotional labor process: a control theory perspective

A dynamic, process‐oriented approach to understanding emotional labor is presented, utilizing concepts from control theory models of behavioral self‐regulation. Emotional labor is characterized as involving a discrepancy monitoring and reduction process, whereby perceptions of emotional displays and emotional display rules are continuously compared. If a discrepancy between emotional displays and display rules is detected, individuals are proposed to use emotion regulation strategies to reduce the discrepancy. The goal hierarchy aspect of control theory is used to describe emotional labor in the broader context of job performance and explain how positive and negative outcomes can result from the emotional labor process. Propositions are developed throughout the paper. Copyright © 2003 John Wiley & Sons, Ltd.     

Some historical and scientific issues related to research on emotional intelligence

In the past decade, the concept of emotional intelligence (EI) has emerged as a potential new construct for explaining behavioral variance not accounted for by traditional measures of general academic intelligence or personality. EI researchers credit E. L. Thorndike as the first to propose such a construct when he suggested that social intelligence is independent of abstract or academic intelligence. The current paper traces the historical roots of social intelligence and the current scientific status of emotional intelligence. It appears that emotional intelligence, as a concept related to occupational success, exists outside the typical scientific domain. Much of the data necessary for demonstrating the unique association between EI and work‐related behavior appears to reside in proprietary databases, preventing rigorous tests of the measurement devices or of their unique predictive value. For those reasons, any claims for the value of EI in the work setting cannot be made under the scientific mantle. Copyright © 2005 John Wiley & Sons, Ltd.     

Patient demands,lack of reciprocity,and burnout: a five‐year longitudinal study among general practitioners

This study among a sample of 207 general practitioners (GPs) uses a five‐year longitudinal design to test a process model of burnout. On the basis of social exchange and equity theory, it is hypothesized and found that demanding patient contacts produce a lack of reciprocity in the GP–patient relationship, which, in turn, depletes GPs' emotional resources and initiates the burnout syndrome. More specifically, structural equation analyses confirmed that—both at T1 and T2—lack of reciprocity mediates the impact of patient demands on emotional exhaustion. Emotional exhaustion, in turn, evokes negative attitudes toward patients (depersonalization), and toward oneself in relation to the job (reduced personal accomplishment). Moreover, this process model of burnout was confirmed at T2, even after controlling for T1‐scores on each of the model components. Finally, T1 depersonalization predicted the intensity and frequency of T2 patient demands, after controlling for T1 patient demands. This major finding suggests that GPs who attempt to gain emotional distance from their patients as a way of coping with their exhaustion, evoke demanding and threatening patient behaviors themselves. The theoretical and practical implications of these findings are discussed. Copyright © 2000 John Wiley & Sons, Ltd.     

Buyer–supplier alliances in the automobile industry: how exit‐voice strategies influence interpersonal relationships

Although automobile manufacturers emphasize that they are building more cooperative, long‐term relationships with their suppliers, we hypothesized and found that buyers are actually pursuing a dual strategy approach, in which they use threats on out‐group suppliers while providing help to in‐group members. Our hypotheses were based on the exit, voice, and loyalty typology, and on research from leader–member exchange theory. We also found that the macro‐level strategy set the context for the micro‐level interactions between buyers and suppliers. The degree to which the buyers and suppliers interacted in a friendly, informal manner depended more on the in‐ or out‐group status of the supplier firm than on the interaction style preferences of the suppliers. These findings are consistent with Mischel's ( 1977 ) theory that individual differences predict behavior under weak environmental conditions but not under strong environments. Compared to buyers, suppliers were more likely to prefer a friendly, informal interaction style. These findings were predicted based on the research on emotional display rules and emotional labor. Copyright © 2000 John Wiley & Sons, Ltd.     

Good relationships at work: The effects of Leader–Member Exchange and Team–Member Exchange on psychological empowerment,emotional exhaustion,and depression

Emotional exhaustion and depression pose a threat to employees' psychological health. Social relationships at work are important potential buffers against these threats, but the corresponding psychological processes are still unclear. We propose that the subjective experience of high‐quality relationships with supervisors (i.e., Leader–Member Exchange [LMX]) is one of the protective factors against psychological health issues at work and that this effect is mediated by psychological empowerment. We tested these assumptions with two studies (one cross‐sectional and one time lagged) on diverse samples of employees from different organizations. The first study employed emotional exhaustion as the outcome measure; the second used depression. Results from both studies support the proposed process by showing that LMX positively affects empowerment, which negatively affects emotional exhaustion (Study 1) and depression (Study 2). Additionally, Study 2 also showed that Team–Member Exchange is as important as LMX for preventing psychological health issues among employees. Copyright © 2015 John Wiley & Sons, Ltd.     

Transformational leadership and emotional intelligence: a potential pathway for an increased understanding of interpersonal influence

Non‐cognitive emotional intelligence could potentially contribute to a more holistic understanding of interpersonal influence and leadership; however, significant issues of definition, psychometric independence, and measurement must be conclusively resolved. Possible relationships between emotional intelligence, transformational leadership, and individual/organizational outcomes are described and further investigation is encouraged. Copyright © 2005 John Wiley & Sons, Ltd.     

A multi‐rater assessment of organizational commitment: are self‐report measures biased?

Most investigations of organizational commitment have been conducted using self‐report measures, however, the veracity of self‐reports is often questioned. In a sample of 79 public‐sector administrative staff, we assessed two types of organizational commitment (affective and continuance) from the perspective of three different sources of raters (self, peer, and supervisor) to test three explanations of the factors influencing self‐report measures (observational opportunities, simple defensiveness, and moderated defensiveness). The pattern of correlations among the measures, analysed using the composite direct product multitrait–multirater approach, suggested that self‐report commitment measures are affected mainly by observations or experiences of the self‐reporter rather than by systematic bias related to defensive responding. This increases our confidence that scores from self‐report measures of affective and continuance commitment are veridical. Further, self‐ and peer‐based measures of commitment were largely redundant in the prediction of a job‐performance criterion whereas supervisory measures added unique predictive variance. Implications are discussed. Copyright © 2001 John Wiley & Sons, Ltd.     

Emotional labor threatens decent work: A proposal to eradicate emotional display rules

Emotional labor—the management of emotional displays as part of one's work role—has emerged as a growth area of study within organizational behavior and customer service research. In this article, we call attention to the human costs of “service with a smile” requirements with little benefits. We first review the evidence showing that requiring positive emotions from employees induces dissonance and depleted resources, which hinders task performance and threatens well‐being. We articulate how formalized emotion display requirements limit self‐determination by threatening the autonomy, competence, and belongingness needs of employees. Further, via an organizational justice lens, we argue that emotional labor is an unfair labor practice because employees in such circumstances are (1) undervalued by the organization (constituting distributive injustice); (2) disrespected by customers (constituting interactional injustice); and (3) self‐undermined by organizational policies (constituting procedural injustice). We then argue for bringing light to the dark side of emotional labor with a “modest proposal”: Organizations and customers should abandon formalized emotion display expectations and replace such efforts with more humanistic practices that support and value employees, engendering positive climates and an authentically positive workforce. Copyright © 2015 John Wiley & Sons, Ltd.     

Emotional appeal in recruitment advertising and applicant attraction: Unpacking national cultural differences

We investigated the impact of the type of emotional appeal (ego‐focused vs. other‐focused) used in recruiting advertisements on applicant attraction to firms through two experimental studies across three countries (the United States, China, and Singapore). In Study 1, we made a traditional cultural comparison between the United States and China, whose dominant cultural values are characterized by individualism and collectivism, respectively. We found applicants in the United States were more strongly attracted to firms whose recruiting advertisements were based on an ego‐focused emotional appeal, while applicants in China were more attracted to firms that used ads with an other‐focused emotional appeal. Study 2 was conducted in bicultural Singapore. We primed bicultural applicants to be either the individualistic or collectivistic aspect of their cultural heritage. Applicants with individualist priming were attracted to recruiting advertisements with an ego‐focused emotional appeal, whereas applicants with collectivist priming were attracted to advertisements with an other‐focused emotional appeal. In addition, both studies revealed that a job applicant's regulatory focus (promotion vs. prevention) mediated the influence of national culture on the relationship between type of emotional appeal and applicant attraction to firms. Practical implications and suggestions for future research also are discussed. Copyright © 2016 John Wiley & Sons, Ltd.     

General and specific measures in organizational behavior research: Considerations,examples, and recommendations for researchers

Deliberation over and relative preference for general or specific (broad or narrow) constructs has long been an important issue in organizational behavior research. In this article, we provide a review of this general issue and some specific recommendations for researchers. We begin by discussing whether the general versus specific issue is an important debate and by discussing other underlying issues (the role of researcher preferences, distinction between reflective and formative indicators, and distinction between constructs and measures of constructs). Building on Chen's (this issue) analysis of core self‐evaluations, we first discuss how the general–specific debate has progressed in core self‐evaluations research. We then discuss three other important areas in which this debate has played out: intelligence, five‐factor model of personality, and job attitudes. Finally, we offer a framework to help guide decisions about whether to utilize general measures, specific measures, or both and conclude by providing recommendations for the use of general and specific measures in organizational behavior research. Copyright © 2011 John Wiley & Sons, Ltd.     

The impact of preventive coping on business travelers' work and private life

Frequent business travel can be a burden for travelers' work and private life. We tested whether preventive coping (the proactive accumulation of resources in advance of potential stressors) makes such trips beneficial despite their potential to be stressful. In a longitudinal three‐wave study, we investigated whether frequent travel relates to an increase or decrease in work–life balance, emotional exhaustion, work engagement, and relationship satisfaction depending on preventive coping. Findings from a sample of 133 frequent business travelers revealed significant indirect effects for emotional exhaustion, work engagement, and relationship satisfaction through work–life balance. Among employees who engaged less in preventive coping, a higher number of business trips was related to a decrease in work–life balance, which, in turn, was related to more emotional exhaustion, less work engagement, and lower relationship satisfaction. Among those who reported higher preventive coping, we found opposing indirect effects: Frequent travel was related to an increase in work–life balance and, in turn, to less emotional exhaustion, more work engagement, and higher relationship satisfaction. These findings advance our knowledge in the field of business travel, future‐oriented coping, and work–life balance. They highlight that travelers and their organizations should resort to preventive coping to make frequent travel more beneficial.     

Feedback acceptance in developmental assessment centers: the role of feedback message,participant personality,and affective response to the feedback session

We investigated feedback acceptance by participants (N = 141) in an operational developmental assessment center (AC). Consistent with predictions based on self‐enhancement theory and the Affective Infusion Model, results indicated that higher assessor ratings were associated with higher feedback acceptance, and this relationship was partially mediated by the participant's affective reaction to the feedback session. Participants' self‐ratings of their AC performance did not affect this relationship suggesting no support for our prediction based on self‐verification theory. We also investigated the role of participants' self‐ratings of agreeableness, extraversion, and emotional stability in feedback acceptance by testing specific moderated mediation hypotheses. Extraversion was related to feedback acceptance through the affective reaction to the feedback session. Agreeableness moderated the affective reaction to the feedback session and feedback acceptance relationship such that there was a strong relationship between affective reaction and feedback acceptance for highly agreeable participants, but no relationship for low agreeable individuals. For low agreeable individuals, there was a positive direct relationship between the assessor ratings and feedback acceptance which was not observed for highly agreeable individuals. The hypothesized role of emotional stability in predicting feedback acceptance was not supported. Implications for the delivery of feedback in developmental ACs are discussed in light of these findings. Copyright © 2008 John Wiley & Sons, Ltd.