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Emotional Intelligence: Overview, Applicability and Value - Q3

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<strong>Emotional</strong> <strong>Intelligence</strong>:<br />

<strong>Overview</strong>, <strong>Applicability</strong>, <strong>and</strong> <strong>Value</strong><br />

Prepared By Jim Ruberg<br />

Research Study<br />

MBA C<strong>and</strong>idate – Clevel<strong>and</strong> State University<br />

February 1, 2004


Dear Participants,<br />

I want to thank each of you for making time to speak with me about emotional intelligence (EI). We all have<br />

competing dem<strong>and</strong>s within our professional <strong>and</strong> personal lives <strong>and</strong> I am extremely grateful that each of you<br />

provided between thirty <strong>and</strong> ninety minutes of your time! I also want to thank Bryan Pesta (Ph.D.) at<br />

Clevel<strong>and</strong> State University for his willingness to assist <strong>and</strong> support me throughout this research process.<br />

This research was designed for broad breadth but not for statistical depth. The short timeframe <strong>and</strong><br />

exploratory nature of the open ended questionnaires led me on a journey of discovery that was well worth the<br />

effort. Between 10/15/03 <strong>and</strong> 1/30/04, I found well over 200 Research Articles - reading <strong>and</strong> assimilating<br />

knowledge from many of them. In addition, I interviewed 10 ‘Companies’ <strong>and</strong> 12 ‘Training <strong>and</strong> Development<br />

Providers’ who have developed <strong>and</strong> implemented EI related programs. I thoroughly enjoyed every<br />

conversation <strong>and</strong> your openness to share experiences <strong>and</strong> insights.<br />

The ‘presentation’ format of this document was chosen over ‘prose’ to assist the categorization <strong>and</strong><br />

organization of relative information. The main target audience of this report is individuals <strong>and</strong> organizations<br />

with limited or no knowledge of the concepts, applicability, <strong>and</strong> value of EI. The purpose of this report is to :<br />

� Provide data on key management questions for organizations who have either already implemented<br />

EI related concepts or are considering to do so;<br />

� Spark <strong>and</strong> fuel interest for application of EI related competencies in those organizations with limited<br />

or no knowledge of EI;<br />

� Provide validation, an independent perspective, <strong>and</strong> potential insight for provider <strong>and</strong> company<br />

research study participants.<br />

Please share this information with other colleagues <strong>and</strong> / or friends, <strong>and</strong> contact me with questions or if you<br />

would like to clarify my perspective on a particular issue.<br />

Best Regards,<br />

Jim Ruberg


Table of Contents<br />

Section<br />

Slides<br />

1. Snapshot Of The World We Live In…………………………………….... 4 – 8<br />

2. Research <strong>Overview</strong>………………………………………………………..…9-10<br />

3. Comparison Of Definitions <strong>and</strong> Models……………………………..….. 11 – 15<br />

4. Summary Findings…………………………………………………….…..... 16 – 20<br />

5. Company Interview Results………..………………………………..…….. 21 – 27<br />

6. Training Provider Results………………………………….………….….... 28 – 31<br />

7. Future Of The Industry……………………………….…………………..…. 32 – 36<br />

8. Appendix A: Listing of Interview Participants.……….……………..….. 37<br />

9. Appendix B: Research Questionnaires…………………………………. 38<br />

10.Appendix C: Literature Review Details And Research Support…… 39 – 47<br />

11.Appendix D: References…………………………………………….….… 48 – 50<br />

3 **DRAFT**


Snapshot Of The World We Live In


The World We Live In Continues To Change Rapidly And<br />

Requires People To Adapt At An Ever Increasing Pace<br />

� We live in an increasingly noisy environment involving a large amount of<br />

electronic communication, e.g., mobile phones, e-mail, pagers, PDA’s, etc.<br />

� There has been more technological change in the past 55 years than in the<br />

previous 3,000 – <strong>and</strong> the pace of change is accelerating. According to some,<br />

the last decade of the Twentieth Century produced more change than the entire<br />

period from 1945-1990. The impact of this change on human evolution is<br />

daunting to describe much less comprehend.<br />

� Former US Labor Secretary Robert Reich posits that rather than making life<br />

simpler <strong>and</strong> workdays shorter, more technology means more frenzied lives, less<br />

security, more economic <strong>and</strong> social stratification, the loss of time <strong>and</strong> energy for<br />

family, friendship, community, <strong>and</strong> self.<br />

� The business climate within organizations has changed from “What have you<br />

done for me lately?” to “What are you doing for me right now?”.<br />

5 **DRAFT**


As The Current Leaders Of The World, US Citizens Are Part<br />

Of A Unique Culture That History Has Never Witnessed<br />

�In the US, we live <strong>and</strong> work in an economy when compared to the rest of the world that:<br />

� Has the highest st<strong>and</strong>ard of living from a nominal perspective (perhaps not on a real<br />

basis)<br />

� Has the most educated (cognitive) workforce<br />

� Requires us to work more hours than most (if not all) other industrial nations<br />

� Has far more working couples with children than ‘traditional’ couples where the Father<br />

works <strong>and</strong> the Mother stays home to care for the children<br />

� Has an increasing aging population (largest group in US history) requiring care<br />

provision by children for their parents<br />

� Is based on pure capitalism where a small percentage of GDP is spent by our<br />

government on social programs<br />

� Has access to <strong>and</strong> from a global market dem<strong>and</strong>ing continuous improvement<br />

� Is more service rather than manufacturing oriented, i.e., has moved from a mass<br />

production ‘one size fits all’ mentality to a customized ‘one size fits me’ mentality<br />

� Has disloyal, deal seeking consumers with access to multiple product / service options<br />

<strong>and</strong> the ability to compare cost <strong>and</strong> quality often without leaving their homes to make a<br />

purchase, e.g., the Internet<br />

6 **DRAFT**


How Does EI Factor Into An Individual’s Ability To Perform<br />

<strong>and</strong> Lead In This World?<br />

� The basic cognitive knowledge of how to read, write, <strong>and</strong> add are not nearly<br />

enough to successfully navigate in the world today or in the future.<br />

� Now more than ever, individuals must also have the ability to communicate by<br />

providing meaningful knowledge about their requirements <strong>and</strong> acquiring<br />

knowledge about others’ requirements, i.e., not just perform a data exchange.<br />

Requirements are defined as what an individual <strong>and</strong> / or others need to<br />

negotiate through our daily personal <strong>and</strong> professional lives, as well as help<br />

plan for the future.<br />

� There is clearly more to communication than the physiological aspects of idea<br />

generation, speaking, hearing, <strong>and</strong> cognitive processing.<br />

� Emotions (the body’s reaction to the mind) impact the communication process<br />

<strong>and</strong> how individual <strong>and</strong> organizational requirements are discussed,<br />

understood, <strong>and</strong> most importantly resolved.<br />

7 **DRAFT**


It Is Difficult Enough To Guide Ourselves, And Leading<br />

Others Is Even More Challenging, But EI Appears To Help<br />

� “Your foremost job as leader is to take charge of your own energy,<br />

<strong>and</strong> then orchestrate the energy of others.” – Peter Drucker<br />

� “In organizations, real power <strong>and</strong> energy is generated through<br />

relationships. The patterns of relationships <strong>and</strong> the capacities to form<br />

them are more important than tasks, functions, roles, <strong>and</strong> positions.”<br />

– Margaret Wheatley<br />

� "People are persuaded by reason, but moved by emotion; the leader<br />

must both persuade them <strong>and</strong> move them." – Richard Nixon<br />

� “We should take care not to make the intellect our god. It has, of<br />

course, powerful muscles, but no personality. It cannot lead, it can<br />

only serve.” – Albert Einstein<br />

8 **DRAFT**


Comparison Of EI Definitions And Models


There Are Differing Definitions Of EI By Leaders In The Field<br />

“All theories within the emotional intelligence paradigm seek to underst<strong>and</strong> how<br />

individuals perceive, underst<strong>and</strong>, utilize <strong>and</strong> manage emotions in an effort to<br />

predict <strong>and</strong> foster personal effectiveness” (Goleman, Emmerling 2003)<br />

10 **DRAFT**


Review Of Each Major EI Model Clarifies The Differing<br />

Perspectives And Definition Components Within The Industry<br />

11 **DRAFT**


Review Of Selected EI Self-Report Measure Questions<br />

Further Clarifies Differing Perspectives In The Industry<br />

Sample EI Self-Report<br />

Measure Questions<br />

Example A: People who show strong<br />

emotions scare me.<br />

Example B: How often do you realize<br />

when others influence<br />

your emotional state?<br />

Example C: When facing a problem,<br />

the first thing I do is stop<br />

<strong>and</strong> think?<br />

Example D: Combining the feelings of<br />

disgust <strong>and</strong> anger results<br />

in?<br />

Answer Choices<br />

This describes me: Very Well, Moderately<br />

Well, A Little, Not At All<br />

Never, Rarely, Sometimes, Usually, Almost<br />

Always, Always<br />

Very seldom or Not true of me, Seldom true of<br />

me, Sometimes true of me, Often true of me,<br />

Very often true of me or True of me<br />

Guilt, Rage, Shame, Hatred, Contempt<br />

12 **DRAFT**


The Evolution Of EI - Building On The History Of Leadership<br />

Research<br />

Summary of<br />

Research<br />

Results /<br />

Outcomes<br />

1920's 1950's - 1970's 1970's - 1980's 1980's - 1990's<br />

Trait Theory -<br />

Reviewed traits<br />

of leaders <strong>and</strong><br />

found 'Leaders<br />

are born not<br />

made'<br />

Ignores<br />

situational <strong>and</strong><br />

environmental<br />

factors that play<br />

a role in the<br />

leader’s<br />

effectiveness<br />

Behavior<br />

Theory –<br />

Studied what<br />

successful<br />

leaders do –<br />

'Concern for<br />

people versus<br />

tasks'<br />

Leaders can be<br />

taught<br />

TIMEFRAME<br />

Situational<br />

Theory –<br />

Review of traits,<br />

behaviors, <strong>and</strong><br />

situations<br />

Leadership could<br />

be different in<br />

every situation<br />

Organizational<br />

Culture,<br />

Transformational<br />

Leadership<br />

Theory<br />

Effective leaders<br />

underst<strong>and</strong> cultural<br />

issues <strong>and</strong> can<br />

modify, initiate <strong>and</strong><br />

cope with change,<br />

personally evolve<br />

while helping their<br />

followers <strong>and</strong><br />

organizations<br />

evolve, build strong<br />

relationships with<br />

others while<br />

encouraging each<br />

individual’s<br />

development.<br />

1990's <strong>and</strong><br />

Beyond?<br />

Interconnectivity<br />

of individual's<br />

abilities with their<br />

emotional<br />

perception of the<br />

environment…??<br />

The ability of<br />

individuals to be<br />

aware of <strong>and</strong><br />

effectively<br />

process both<br />

their emotional<br />

responses <strong>and</strong><br />

cognitive abilities<br />

to maximize<br />

personal <strong>and</strong><br />

organizational<br />

performance…??<br />

13 **DRAFT**


Research Study <strong>Overview</strong>


Research Study <strong>Overview</strong><br />

Management Question<br />

How can employers leverage increased emotional intelligence capabilities?<br />

Research Question<br />

Can increases in an individual’s or organization’s emotional intelligence<br />

competencies positively impact their performance <strong>and</strong> leadership capabilities<br />

as well as job <strong>and</strong> life satisfaction levels?<br />

Hypothesis Developed<br />

There is a strong positive correlation between increased levels of emotional<br />

intelligence capabilities in individuals, organizations <strong>and</strong> the following:<br />

� Higher financial performance<br />

� Higher job <strong>and</strong> life satisfaction<br />

� Lower turnover rates<br />

15 **DRAFT**


Summary Findings


A Multitude Of Research Has Been Conducted To Clarify<br />

And Support The Positive Impact Of EI<br />

Review of existing literature has found the following themes:<br />

� EI is an intelligence that is separate from cognitive intelligence (IQ) <strong>and</strong> has<br />

components that are different from traditional measures of personality.<br />

� Research studies (See Appendix C) have provided evidence of how EI is<br />

positively correlated with:<br />

� leadership<br />

� individual, team, <strong>and</strong> organization performance when either looked at<br />

alone <strong>and</strong>/or combined with IQ<br />

� successful business development / sales <strong>and</strong> client relationship<br />

managers<br />

� stress resiliency, adaptability <strong>and</strong> general health <strong>and</strong> mood<br />

� organizational climate<br />

� EI appears to increase in people as they get older, <strong>and</strong> / or it can be developed<br />

through interventions that are iterated over time with individual effort <strong>and</strong> a<br />

willingness to change.<br />

17 **DRAFT**


EI Related Interventions Should Be Aligned To Support An<br />

Organization’s Goals And Strategies<br />

� EI interventions have been broad based throughout organizations to assist in<br />

the development of leadership behaviors in Staff, Supervisors, Managers,<br />

Executives, <strong>and</strong> CEO’s.<br />

� Most EI interventions have begun with Top Executives <strong>and</strong> then moved down to<br />

lower levels within the organization.<br />

� Most organizations implementing EI related interventions use a self-report<br />

measure combined with some type of 360° feedback process to add multi-rater<br />

input; the following are examples in the marketplace:<br />

� ECI1 (Goleman / Boyatzis / Hay Group)<br />

� <strong>Emotional</strong> <strong>Intelligence</strong> Appraisal2 (TalentSmart)<br />

� MSCEIT3 (Mayer / Salovey / Caruso)<br />

� EQ-i (BarOn)<br />

� EQ Map (Cooper / Orioli - Essi Systems, Inc.)<br />

1 The ECI measure is both a self-rating <strong>and</strong> multi-rater tool.<br />

2 The <strong>Emotional</strong> <strong>Intelligence</strong> Appraisal has a separate self-rating, multi-rater, <strong>and</strong> team-rating tool available.<br />

3 The MSCEIT measure is a performance based tool taken by an individual.<br />

18 **DRAFT**


EI Related Programs Often Are Not ‘Headlined’ As EI But Are<br />

Integrated With Other Organizational Development Activities<br />

� EI related capabilities / competencies are most often incorporated into<br />

leadership development programs.<br />

� Many believe the key aspects of EI are self-awareness <strong>and</strong> empathy, i.e.,<br />

important first steps are in identifying the emotions of ourselves <strong>and</strong> others –<br />

if we do not identify them we cannot manage them.<br />

� There are critics of EI who believe:<br />

� existing marketed EI measures have poor statistical reliabilities; <strong>and</strong><br />

� the more reliable measures are closer to well established personality<br />

factors of neuroticism, extraversion, psychotocism, agreeableness <strong>and</strong><br />

openness.<br />

� For many, EI (as defined by major models / researchers) is:<br />

� not all that new in concept<br />

� has succinctly packaged ‘soft skill’ concepts that have been identified <strong>and</strong><br />

studied for the past 20-60 years<br />

19 **DRAFT**


The Physiological Aspects Of <strong>Emotional</strong> Processing Are<br />

Just Beginning To Be Understood<br />

� There is a neurological basis of emotions that has served us well<br />

throughout the human evolution process.<br />

� Emotions are bio-regulatory responses aimed at maintaining<br />

homeostasis <strong>and</strong> ensuring survival, e.g., exhibiting a fight or flight<br />

response based on how a situation feels.<br />

� Research has shown patients with damage to certain parts of their<br />

brain show deficits on tests of EI, in spite of normal or above normal<br />

ranges of IQ (Bar-On, Tranel, Denburg, Bechara, 2003).<br />

� Additional research is required to further clarify how the<br />

physiological aspects of emotions interact with cognitive processing.<br />

20 **DRAFT**


Many People Must Experience What EI Is Before ‘Believing’<br />

In Its Meaning And Application<br />

Sample Quotes<br />

From Conversations<br />

With Companies<br />

And EI Related<br />

Training Providers…<br />

“Simply stated, employee feelings matter!”<br />

“She is what a good female supervisor is supposed to<br />

be like – she doesn’t act emotionally!” (from male<br />

employee commenting on his supervisor after she<br />

attended EI training)<br />

“All things being equal – high performing resources<br />

will remain at or be attracted to organizations that<br />

support them with human resource benefits <strong>and</strong><br />

developmental tools <strong>and</strong> techniques.”<br />

“The strongest doubters of EI’s impact are the<br />

strongest supporters after experiencing EI related<br />

training <strong>and</strong> development activities.”<br />

21 **DRAFT**


Company Interview Results


The Selection And Adoption Of EI Related Programs Is<br />

Significantly Correlated With Organizational Climate<br />

Key Findings:<br />

� Many company program participants have stated that EI related training <strong>and</strong><br />

development activities have been the most powerful events they have ever<br />

experienced in either their personal or professional lives.<br />

� Companies must be prepared for the unpredictable results of participants going<br />

through EI related development activities, e.g., an individual realizing they are<br />

interested in making a career change.<br />

� The behavior of employees on a day-to-day basis within the context of their<br />

immediate managers’ EI is the most significant determinant of employee job<br />

satisfaction, productivity <strong>and</strong> turnover, i.e., ‘Proximal Leadership’.<br />

� Coaching <strong>and</strong> mentoring roles are incorporated into most EI related<br />

development activities.<br />

� Companies interviewed most often use EI within their leadership development<br />

programs for high potential managers <strong>and</strong> Executives, as well as for those who<br />

have recently taken on new roles or the responsibility of strategic initiatives.<br />

� EI related programs / activities should be led by business people.<br />

23 **DRAFT**


Key Drivers For Companies To Explore EI Are Leadership<br />

Development, Productivity, And Employee Satisfaction<br />

Sample company drivers:<br />

� Address areas of improvement based on the results of an organizational<br />

climate survey.<br />

� A gap analysis performed within the interviewed organization showed key<br />

issues were in communication of expectations, giving <strong>and</strong> soliciting feedback,<br />

<strong>and</strong> coaching of individuals – EI related development activities appeared to<br />

address these issues.<br />

� Provide executive development activities based on contemporary thinking.<br />

� Integrating EI with other personal introspective <strong>and</strong> strategic business thinking<br />

techniques; to provide life changing events, <strong>and</strong> different perspectives of how<br />

to work within an organization <strong>and</strong> get things accomplished.<br />

� Did not have a good pool of Managers from which to select Senior Managers.<br />

24 **DRAFT**


Some Companies Set Lofty Goals At The Outset Of<br />

Implementing EI Related Activities<br />

Sample goals of companies interviewed:<br />

� Assist with strategy execution of the business plan.<br />

� Enhance organizational performance.<br />

� Assist in employee engagement focus.<br />

� Increase: sales, meeting client’s needs, retention, productivity, profitability<br />

� Improve communication, trust, <strong>and</strong> accountability.<br />

� Focus on values, not just on what you accomplish as an organization but how you<br />

accomplish it.<br />

� Deepen <strong>and</strong> broaden the capabilities of people through diverse experiences.<br />

� Expose high potential employees to the many different aspects of being a leader.<br />

� Impact supervisor <strong>and</strong> leadership behavior to promote increased productivity <strong>and</strong><br />

have leader recognize problem with employee, NOT to have the leader solve the<br />

problem, but underst<strong>and</strong> how to link the employee with resources to help<br />

themselves resolve the problem.<br />

25 **DRAFT**


Company Results Have Been Positive In The Areas Of<br />

Communication, Leadership, And Performance<br />

Sample results from EI related activities for companies interviewed:<br />

� Huge increase in communication, as well as empathy for co-workers <strong>and</strong><br />

customers.<br />

� Significant increase in desire of employees to get engaged with changes to the<br />

organization.<br />

� Have used EI has part of the guiding principles to gain competitive advantage<br />

through employee respect, customer focus, <strong>and</strong> sharing of information.<br />

� Better teamwork, performance, more effective leadership. Specifically, based<br />

on EI measure administered at beginning of program: 68% had 0 gaps, 25%<br />

had at least 1 gap, 7% had 3-4 gaps; at the end of program all individual<br />

results had significantly increased, i.e., 90% had 0 gaps, 10% had 1 gap.<br />

� Job promotions for those who have participated in development programs.<br />

� Greater awareness of the role that a leader plays, not from an IQ /<br />

Management perspective but from EI competency perspective (e.g., HOW you<br />

lead makes a difference).<br />

� Increasing share price.<br />

26 **DRAFT**


The Direct Impact Of EI Related Activities Is Often Not<br />

Measurable Because Of Its Integration With Other Programs<br />

27 **DRAFT**


EI Related Training Provider Interview Results


Providers Are Either Explicit Or Implicit In Their Approach<br />

To Delivering EI Related Training Programs<br />

� Certain EI related training providers do not explicitly reference EI in their training<br />

<strong>and</strong> development programs but implicitly incorporate effectively similar components<br />

into their delivery models.<br />

� EI capability / competency development is a learning process that cannot have<br />

tremendous impact through discrete training programs but must occur iteratively<br />

over time.<br />

� Journaling is a key aspect of the EI learning process, i.e., articulation,<br />

documentation, <strong>and</strong> reflection on introspections for individual behavior modification.<br />

� Common progression of EI related development programs:<br />

� EI related measure administered<br />

� <strong>Overview</strong> of EI related components provided<br />

� Experiential learning exercises<br />

� EI related measure results analysis<br />

� Development planning<br />

� Ongoing Coaching / Mentoring<br />

29 **DRAFT**


Examples of EI Related Training And Development<br />

Experiential Activities<br />

� Use of multi-media, video / DVD, internet, peer to peer assessments through<br />

role playing / acting.<br />

� Selected participants observe ‘other participants’ view video scenes <strong>and</strong><br />

attempt to assess emotional reaction when ‘other participants’ are advised to<br />

display no emotional reaction.<br />

� Line-ups of participants across from each other for face-to-face observation of<br />

emotional reactions to dialogue.<br />

� Participants observe role-model reaction to stimulus <strong>and</strong> then engage in skill<br />

practice reaction for similar stimulus.<br />

� Outward bound type exercises dealing with fear, e.g., blindfolded.<br />

� Acknowledgement situations from heart instead of head.<br />

� Stretch individuals out of comfort zone to assess reaction <strong>and</strong> provide<br />

feedback.<br />

� Present moment tools <strong>and</strong> techniques.<br />

� Use of silence – internal observation.<br />

30 **DRAFT**


Lessons Learned By Training Providers Since They<br />

Began Developing And Delivering EI Related Programs<br />

� Developing EI is about behavior change, e.g., both in personal <strong>and</strong> professional life.<br />

� EI is not a subject, it is a process that can be integrated into other processes, e.g., recruitment, hiring,<br />

firing, development, new product innovations, customer service, etc..<br />

� There is a reality of engaging people in self-discovery where you cannot compartmentalize their<br />

‘dreams of work’ <strong>and</strong> steer them towards performing in their current job if it is fundamentally different<br />

from the job they realize they want to perform.<br />

� People are complicated – the tools we use as levers <strong>and</strong> mechanisms for change are probably too<br />

simple, e.g., consultants tend to oversimplify.<br />

� Behavior change is really hard!<br />

� Emotions drive behavior, relationships, <strong>and</strong> decision making. If we trust emotions like they matter<br />

then we get value out of them. If we see emotions as in the way, we get negative effects.<br />

� Cannot make people develop EI.<br />

� Companies that implement EI related training programs should be more rigorous regarding their<br />

evaluation of programs <strong>and</strong> tie to financial benefits, outcomes, <strong>and</strong> results.<br />

� If we are going to underst<strong>and</strong> behaviors, we must underst<strong>and</strong> what drives them, thoughts AND<br />

emotions.<br />

� Some things you have to select for <strong>and</strong> other things you have to train <strong>and</strong> develop.<br />

� Can teach someone to act in a certain way but it is hard to make it a part of who they are.<br />

� Don’t necessarily need to call it EI to get message across.<br />

� A ramp up period is required – if you jump in too quickly there may be resistance.<br />

� Talk a lot less about EI <strong>and</strong> do a lot more so individuals can experience it at a deeper level.<br />

31 **DRAFT**


Future Of The Industry


More Research Is Required To Clarify The<br />

Concepts Of EI<br />

� The Consortium For Research On <strong>Emotional</strong> <strong>Intelligence</strong> In Organizations<br />

promotes research to be conducted on the following:<br />

� Construct validity: What is emotional intelligence? What does it look like?<br />

What are the different components, <strong>and</strong> how are they related? How is it<br />

different from other concepts? What is the relationship between emotional<br />

intelligence <strong>and</strong> important emotional <strong>and</strong> social competencies?<br />

� Impact: In what ways <strong>and</strong> to what extent do improvements in emotional<br />

intelligence enhance individual, group, <strong>and</strong> organizational performance?<br />

� How it works: What are the mechanisms that connect increases in emotional<br />

intelligence with changes in individual performance <strong>and</strong> organizational<br />

effectiveness?<br />

� Change <strong>and</strong> development of EI: There should be in-depth, longitudinal studies<br />

of interventions designed to foster EI in individuals <strong>and</strong> groups (e.g., training<br />

<strong>and</strong> coaching efforts that target self-awareness <strong>and</strong> other competencies). This<br />

research should include in-depth qualitative inquiry as well as quantitative<br />

assessment of effectiveness.<br />

33 **DRAFT**


There Are Additional Concepts Under Debate And<br />

Questions To Be Explored<br />

� Continued clarification between <strong>and</strong> among the ability model of Mayer /<br />

Salovey / Caruso vs. Non-cognitive model of Bar-On vs. Competency based<br />

model of Goleman / Boyatzis vs. <strong>Value</strong>s & Outcomes model of Cooper / Orioli.<br />

� Self reporting vs. multi-rater measurement approaches<br />

� Skill building versus behavior change<br />

� How is EI best developed?<br />

� What, if any, relationship is their between EI <strong>and</strong> spirituality, i.e., Spiritual<br />

<strong>Intelligence</strong>?<br />

� What BEHAVIORS would someone exhibit if they were emotionally intelligent?<br />

Are there a discrete / finite set of EI behaviors?<br />

� If EI is not fully defined, why are organization’s going forward with these types<br />

of training <strong>and</strong> development programs?<br />

34 **DRAFT**


Ideas For Future Consideration And Application<br />

� Proliferation, dilution, <strong>and</strong> integration of the ‘Big Four’ models within <strong>and</strong> among ‘disciples’<br />

<strong>and</strong> other non-’Big Four’ providers.<br />

� Competing’ EI models are viewed as complementary <strong>and</strong> can be used in different<br />

applications within the same organization, e.g., multiple / parallel applications of EI<br />

development related activities - Mayer/Salovey/Caruso or Goleman/Boyatzis based training<br />

programs are implemented to increase organizational performance – BarOn or Cooper /<br />

Orioli based training programs to promote changes in individual employee mood or wellness.<br />

� Organizations should design individual job roles / responsibilities to assist personal<br />

development of EI - with training <strong>and</strong> coaching as a supplement; rather than focus exclusively<br />

on EI development through training <strong>and</strong> coaching.<br />

� Marketing is not traditionally a core competency / competitive advantage of academic <strong>and</strong>/or<br />

research based institutions. EI as an industry must continue to learn how to market itself, i.e.,<br />

communicate <strong>and</strong> deliver its value proposition.<br />

� The emotional intelligence field appears poised for the growth phase along the industry<br />

lifecycle S-Curve due to the following:<br />

� Amount of substantive research being conducted, published, communicated <strong>and</strong> applied;<br />

� Exponential adoption evolution process stemming from organizational case study<br />

successes;<br />

� A changing US economic environment dominated by service companies that is resulting<br />

in a different mindset of new philosophies required to manage groups <strong>and</strong> individuals.<br />

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Appendices


Appendix A: Participating Organizations In Research<br />

Interviews<br />

EI Related Training Providers Companies<br />

� Banff Management Centre / Mega Train<br />

� Case Western Reserve University -<br />

Weatherhead Executive Education<br />

� Center For Creative Leadership<br />

� Consortium For Research On <strong>Emotional</strong><br />

<strong>Intelligence</strong> In Organizations<br />

� Development Dimensions International<br />

(DDI)<br />

� Essi Systems<br />

� Hay Group<br />

� Human B<strong>and</strong>width<br />

� Personnel Decisions International (PDI)<br />

� 6 Seconds<br />

� TalentSmart<br />

� Work-Life Strategies<br />

� American Express Financial Advisors<br />

� Becton Dickinson<br />

� Boeing<br />

� Department of Defense Finance <strong>and</strong><br />

Accounting Services<br />

� Hillenbr<strong>and</strong> Industries<br />

� KeyCorp<br />

� KPMG LLP<br />

� Roadway Express<br />

� Sheraton<br />

� 3M<br />

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Appendix B:<br />

Research Study Questions<br />

Double click either of the attached files<br />

below to launch.<br />

Company Questions<br />

EI Related Training<br />

Provider Questions<br />

38 **DRAFT**


Appendix C:<br />

Literature Review Details And Research Support


Research Support For EI Correlation To<br />

Leadership<br />

� EI is positively related to three components of transformational leadership: idealized<br />

influence, inspirational motivation (highest correlation), <strong>and</strong> individualized consideration;<br />

<strong>and</strong> contingent reward: a component of transactional leadership (Barling et. al. 2000).<br />

� Leaders who considered themselves as more transformational than transactional reported<br />

they could identify their own feelings <strong>and</strong> emotional states <strong>and</strong> express those feelings to<br />

others; they utilize emotional knowledge when solving problems; they are able to<br />

underst<strong>and</strong> the emotions of others in their workplace; they could manage positive <strong>and</strong><br />

negative emotions in themselves an others; <strong>and</strong> they could effectively control their<br />

emotional states. (Examining the relationship between leadership <strong>and</strong> emotional<br />

intelligence in senior level managers, Gardner & Stough 2001)<br />

� The outcomes of leadership (extra effort, effectiveness, <strong>and</strong> satisfaction) correlate<br />

significantly with the components of EI <strong>and</strong> with total EI (Examining the relationship<br />

between leadership <strong>and</strong> emotional intelligence in senior level managers, Gardner & Stough<br />

2001).<br />

� A Center for Creative Leadership study of 240 leaders has shown that emotional<br />

intelligence is highly correlated with leadership (r=.74, classification accuracy = 86%). The<br />

EI components that distinguish effective leaders are: social responsibility, empathy,<br />

interpersonal relationship, stress tolerance, <strong>and</strong> problem solving.<br />

� Leadership was significantly related to self-awareness, motivation <strong>and</strong> influence – EI<br />

components (Dulewicz, Higgs 1999 “Can emotional intelligence be measured <strong>and</strong><br />

developed?”).<br />

40 **DRAFT**


Research Support For EI Correlation Performance At Work<br />

� Competency based EI factors contributed .36 to organizational<br />

advancement, vs. IQ contributing .27. Combined, they contributed .52 to<br />

advancement (Dulewicz – Higgs, 2000).<br />

� EI is twice as important as cognitive abilities in predicting outst<strong>and</strong>ing<br />

performance, <strong>and</strong> accounts for more than 85% of star performance in top<br />

leaders (Hay Group, 1999).<br />

� Experienced partners in a multinational consulting firm were assessed on the<br />

EQ competencies plus three others. Partners who scored above the median<br />

on 9 or more of the 20 competencies delivered $1.2 million more profit from<br />

their accounts than did other partners – a 139 percent incremental gain<br />

(Boyatzis, 1999).<br />

� US insurance companies of comparable size were reviewed – companies<br />

whose CEO’s exhibited more EI competencies showed better financial<br />

results as measured by both profit <strong>and</strong> growth (Williams, 1994).<br />

� Profit produced by partners of a large financial services company that<br />

showed strengths in self-awareness added 78% more incremental profit,<br />

self-management added 390%, <strong>and</strong> relationship management 110% more<br />

incremental profit (Boyatzis,1999).<br />

41 **DRAFT**


Research Support For EI Correlation Performance At Work<br />

(Continued)<br />

� Teams with the highest EI average operated at high levels of performance<br />

throughout the study when compared to low average EI teams (PJ Jordan et. al.<br />

Human Resource Management Review (2002).<br />

� IBM, Lucent, PepsiCo, <strong>and</strong> British Airways participated in a 500 company study<br />

that found EQ competencies explained more than 80% of job performance for<br />

executives. Across industries, EQ was twice more important to job performance<br />

than any other skill <strong>and</strong> had more influence on job performance than IQ <strong>and</strong><br />

experience combined (Goleman, 1998).<br />

� Using the Goleman sub-competency framework, the statistically significant<br />

differences between the Personal Competencies of senior <strong>and</strong> middle managers<br />

lay in emotional awareness, innovation <strong>and</strong> committment. The Senior Managers<br />

all scored statistically higher in these three areas than the Middle Managers. The<br />

statistically significant differences between the personal Social Competencies<br />

between the senior <strong>and</strong> middle managers lay in the political awareness,<br />

leadership, change catalyst, <strong>and</strong> team capabilities. (“<strong>Emotional</strong> <strong>Intelligence</strong> – A<br />

new evaluation for management development” - Langley, 2000).<br />

� AT&T Operations Management (from line supervisors to executive management)<br />

who had increased EQ were 20% more productive than their average EI<br />

counterparts. 91% of top performers were high in EQ, while only 26% of low<br />

performers were high in EI (Bradberry, 2002).<br />

42 **DRAFT**


Research Support For EI Correlation Performance At Work<br />

(Continued)<br />

� At Roadway, three years after beginning EI training programs have saved<br />

$6M, injuries decreased 43% annually, accidents decreased 41% annually<br />

(Van Oosten, Boyatzis, 2002).<br />

� <strong>Emotional</strong>ly intelligent leaders are thought to be happier <strong>and</strong> more committed<br />

to their organization (Abraham 2000), achieve greater success (Miller 1999),<br />

perform better in the workplace (Goleman, 1998a, b; Watkin, 2000), take<br />

advantage of <strong>and</strong> use positive emotions to envision major improvements in<br />

organizational functioning (George, 2000), <strong>and</strong> use emotions to improve their<br />

decision making <strong>and</strong> instill a sense of enthusiasm, trust <strong>and</strong> co-operation in<br />

other employees through interpersonal relationships (George, 2000); {From<br />

“Examining the relationship between leadership <strong>and</strong> emotional intelligence in<br />

senior level managers” -Gardner, Stough 2001}.<br />

� Researchers reviewed more than thirty different organizations <strong>and</strong> for<br />

executive positions in many professions a wide range of EI competencies<br />

distinguished top performers from average ones, e.g., division heads of a<br />

global food <strong>and</strong> beverage company showed leaders with EI competencies<br />

outperformed revenue targets by 15-20% McClell<strong>and</strong> (1998): the divisions of<br />

the leaders weak in EI competencies under-performed by about the same<br />

margin (Goleman, 1998).<br />

43 **DRAFT**


Research Support For EI Correlation Performance At Work<br />

(Continued)<br />

� Group VP’s <strong>and</strong> their direct reports at American Express Financial Advisors that<br />

received EI competence training generated 11% more growth in sales revenue in<br />

a 15 month period than did advisors whose management team did not go through<br />

the training. The company estimated this difference resulted in over $200 million<br />

more in sales revenue. In addition, 91% of participants reported a positive<br />

personal benefit, <strong>and</strong> 88% of leaders report its relevance to their job.<br />

� Hallmark Communities sales staff who developed EI were 25% more productive<br />

than their low EI counterparts <strong>and</strong> EI was more important to executive job<br />

performance than character, strategic thinking, <strong>and</strong> focus on results.<br />

� US Air Force used EQ measures to select recruiters finding most successful<br />

recruiters scored higher in EQ competencies of assertiveness, empathy,<br />

happiness, <strong>and</strong> emotional self awareness. Immediate gain was a saving of $3<br />

million annually. These gains resulted in the Government Accounting Office<br />

submitting a report to Congress, which led to a request that the Secretary of<br />

Defense order all branches of the armed forces to adopt this procedure in<br />

recruitment <strong>and</strong> selection.<br />

� At L’Oreal, salespeople (SP) selected on the basis of certain emotional<br />

competencies significantly outsold SP using the company’s old selection<br />

procedure. On an annual basis, SP selected on the basis of EQ competence sold<br />

more than $91,370 more than the other SP did for a net revenue increase of<br />

$2,558,360 <strong>and</strong> had 63% less turnover during the first year than those selected in<br />

the typical way.<br />

44 **DRAFT**


Research Support For Stress Management, Resiliency,<br />

Adaptability <strong>and</strong> General Health <strong>and</strong> Mood<br />

� Two of the most prominent researchers in the field of stress Richard Lazarus <strong>and</strong><br />

Susan Folkman wrote in 1987, “Although we have usually referred to stress,<br />

coping theory <strong>and</strong> research, we think that we should now speak less of stress <strong>and</strong><br />

more of emotion. Stress, which primarily concerns negative person-environment<br />

relationships, cognitive appraisals <strong>and</strong> emotional response states such as fear,<br />

anger, guilt <strong>and</strong> shame, fall under the larger rubric of emotion”.<br />

� Resilience was significantly related to self-awareness, i.e., an EI capability /<br />

competency (Dulewicz, Higgs 1999 “Can emotional intelligence be measured <strong>and</strong><br />

developed?”)<br />

� A study of 200 UK retail managers found individuals with higher EI scores<br />

experienced less stress, had significantly better levels of health <strong>and</strong> well being<br />

<strong>and</strong> were rated by their line managers as higher performers than those with<br />

moderate to low scores (Slaski & Cartwright, 2002)<br />

� 52 managers after six months of training were found to have significant increases<br />

in general health, morale <strong>and</strong> quality of work / life, while having significantly less<br />

distress <strong>and</strong> subjective stress (“<strong>Emotional</strong> intelligence training <strong>and</strong> its implication<br />

for stress, health <strong>and</strong> performance” Slaski & Cartwright, 2003).<br />

45 **DRAFT**


Research Support For Stress Management, Resiliency,<br />

Adaptability <strong>and</strong> General Health <strong>and</strong> Mood (Continued)<br />

� A study by the Institute of Heartmath, including Shell, BP, Unilever, Cisco, Boeing<br />

<strong>and</strong> other companies found EI related training <strong>and</strong> development significantly<br />

impacted self-reported improvements between a pre-assessment <strong>and</strong> 6 week post<br />

assessment on the following attributes:<br />

� Tired, exhaustion, worried, anxious, annoyed<br />

� Sleeplessness, aches <strong>and</strong> pains, tense, angry, intent to quit<br />

� Home / work conflict<br />

� “I am focused”<br />

� “I am perceptive”<br />

� “I am an excellent listener”<br />

� “I am satisfied”<br />

� A study of two million employees at seven hundred companies found that how<br />

long an employee stays at a company <strong>and</strong> how productive they are there is<br />

determined by the relationship with their immediate supervisor (Zipkin, 2000).<br />

� 11% of employees who rated their bosses as excellent stated they were likely to<br />

look for a different job in the next year. However, 40 % of those who rated their<br />

bosses as poor said they were likely to leave (Zipkin, 2000).<br />

46 **DRAFT**


Research Support For Increasing / Developing EI Over Time<br />

� EI competencies are driven by cognitive reasoning…emotional competencies<br />

touch our emotional circuitry, <strong>and</strong> as such, link into the social <strong>and</strong> emotional<br />

learning we have done in our past. To alter in any way our behaviors that we<br />

have built up through interaction, we must aim our intervention at the level of<br />

cognitions we have stored (Increasing team emotional intelligence through<br />

process – Moriarity, Buckley 2003).<br />

� EI continues to develop with age <strong>and</strong> therefore can be learned (BarOn, 1997)<br />

� There is a positive correlation between EI <strong>and</strong> age (Goleman, 1998).<br />

� It is possible to enhance the overall level of EI by planned <strong>and</strong> sustained<br />

personal development. Much of this development will result from reflecting on<br />

the individual’s behaviors which tend to be exhibited in differing situations,<br />

consciously practicing different behaviors <strong>and</strong> actively seeking feedback on the<br />

way in which others interpret <strong>and</strong> respond to these new behaviors (Dulewicz,<br />

Higgs 1999 “Can emotional intelligence be measured <strong>and</strong> developed?”).<br />

� 52 of 60 participant’s scores compared on the EQ-i after six months of training<br />

were found to increase significantly – control group scores for EI remained<br />

constant (“<strong>Emotional</strong> intelligence training <strong>and</strong> its implication for stress, health<br />

<strong>and</strong> performance” Slaski & Cartwright, 2003).<br />

47 **DRAFT**


Appendix D: References<br />

Alex<strong>and</strong>er (2000), "Assessing <strong>Emotional</strong> <strong>Intelligence</strong> A talk with Cary Cherniss", Center For Creative Leadership<br />

- Leadership In Action , Volume 20, No. 5, pp. 11-13.<br />

Barling, Slater, Kelloway (2000), "Transformational leadership <strong>and</strong> emotional intelligence: an exploratory study",<br />

Leadership & Organization Development Journal, Volume 21, No. 3, pp. 157-161.<br />

Bar-on, Tranel, Denburg, Bechara (2003), "Exploring the nuerological substrate of emotional <strong>and</strong> social<br />

intelligence", Brain , Volume 126, pp. 1790-1800.<br />

Boyatzsis <strong>and</strong> Van Oosten, (2002). Developing <strong>Emotional</strong>ly Intelligent Organizations. International Executive<br />

Development Programmes, 7th Edition.<br />

Cacioppe (1997), "Leadership Moment By Moment", Leadership <strong>and</strong> Organization Development Journal ,<br />

Volume 18, No. 7, pp. 335-345.<br />

Chernis (2000). <strong>Emotional</strong> <strong>Intelligence</strong>: What it is <strong>and</strong> Why it Matters. Annual Meeting of The Society of<br />

Industrial <strong>and</strong> Organizational Psychology – New Orleans, LA.<br />

Chernis, (2001). The Business Case for <strong>Emotional</strong> <strong>Intelligence</strong>. Consortium for Research on <strong>Emotional</strong><br />

<strong>Intelligence</strong> in Organizations.<br />

Chernis, Goleman (1998). Bringing <strong>Emotional</strong> <strong>Intelligence</strong> Into the Workplace. Consortium for Research on<br />

<strong>Emotional</strong> <strong>Intelligence</strong> in Organizations.<br />

Chernis, Goleman (2001). An EQ Based Theory of Performance. The <strong>Emotional</strong>ly Intelligent Workplace,<br />

Cherniss & Caplan (2001), "A Case Study In Implementing <strong>Emotional</strong> <strong>Intelligence</strong> Programs In Organizations",<br />

Journal of Organizational Excellence , Winter 2001, pp. 73-85.<br />

Cherniss (2002), "The Business Case For <strong>Emotional</strong> <strong>Intelligence</strong>", The Consortium For Research On <strong>Emotional</strong><br />

<strong>Intelligence</strong> In Organizations.<br />

Ciarrochi, Deane, & Anderson (2002), "<strong>Emotional</strong> intelligence moderates the relationship between stress <strong>and</strong><br />

mental health", Personality <strong>and</strong> Individual Differences , Volume 32, pp. 197-209.<br />

Dulewicz & Higgs (1999), "Can emotional intelligence be measured <strong>and</strong> developed?", Leadership &<br />

Organization Development Journal, Volume 20, No. 5, pp. 242-252.<br />

Emmerling, Goleman (2003), "<strong>Emotional</strong> <strong>Intelligence</strong>: Issues And Common Misunderst<strong>and</strong>ings", The<br />

Consortium For Research On <strong>Emotional</strong> <strong>Intelligence</strong> In Organizations.<br />

Fisher, Ashkanasy (2000), "The emerging role of emotions in work life: an introduction", Journal of<br />

Organizational Behavior , Volume 21, pp. 123-129.<br />

Gabriel, Griffiths (2002), "Emotion, learning, <strong>and</strong> organizing", The Learning Organization , Volume 9, No. 5, pp.<br />

48 **DRAFT**


Appendix D: References (continued)<br />

Gardner & Stough (2001), "Examining the relationship between leadership <strong>and</strong> emotional intelligence in senior<br />

level managers", Leadership & Organization Development Journal , Volume 23, No. 2, pp. 6-78.<br />

Goffee, Jones (September-October 2000), "Why should anyone be led by you?", Harvard Business Review<br />

Goleman (November-December 1998), "What makes a leader?", Harvard Business Review OnPoint .<br />

Goleman, Boyatzis, McKee (2003), "Primal Leadership Realizing The Power Of <strong>Emotional</strong> <strong>Intelligence</strong>", Harvard<br />

Business School Press , Boston, Massachusetts.<br />

Graetz (2002), "Strategic Thinking Versus Strategic Planning: Towards Underst<strong>and</strong>ing The Complementaries",<br />

Management Decision , Volume 40, No. 5, pp. 456-462.<br />

Heifetz, Laurie (January-February 1997), "The Work of Leadership", Harvard Business Review OnPoint .<br />

Higgs (2001), "Is There A Relationship Between The Meyers-Briggs Type Indicator <strong>and</strong> <strong>Emotional</strong> <strong>Intelligence</strong>?",<br />

Journal of Managerial Psychology , Volume 16, No. 7, pp. 509-533.<br />

Higgs (2002), "How can we make sense of leadership in the 21st century?", Leadership & Organization<br />

Development Journal , Volume 24, No. 5, pp. 273-284.<br />

Horner (1997). Leadership Theory: Past, Present, <strong>and</strong> Future. Team Performance Management. Chapters 3-4.<br />

Humphrey (2002), "The many faces of emotional leadership", The Leadership Quarterly , Volume 13, pp. 493-<br />

Johnson & Indvik (1999), "Organizational benefits of having emotionally intelligent managers <strong>and</strong> employees",<br />

Journal of Workplace Learning , Volume 11, No. 3, pp. 84-88.<br />

Kelly, Barsade (2001), "Mood <strong>and</strong> emotions in small groups <strong>and</strong> work teams", Organizational Behavior And<br />

Human Decision Processes , Volume 86, No. 1, pp. 99-130.<br />

Langley (2000), "<strong>Emotional</strong> intelligence - a new evaluation for management development?", Career<br />

Development International, Volume 5, No. 3, pp. 177-183.<br />

M<strong>and</strong>ell & Pherwani (2003), "Relationship Between <strong>Emotional</strong> <strong>Intelligence</strong> <strong>and</strong> Transformational Leadership<br />

Style: A Gender Comparison", Journal of Business & Psychology , Volume 17, No. 3, 387-404).<br />

Mayer, J. D., Salovey, P., Caruso, D. R., & Sitarenios, G. (2001). <strong>Emotional</strong> intelligence as a st<strong>and</strong>ard<br />

intelligence. Emotion , 1, 232-242.<br />

Moriarity, Buckley (2003), "Increasing team emotional intelligence through process", Journal of European<br />

Industrial Training , Volume 27/2/3/4, pp. 98-110.<br />

Musig (2003), "A Research And Skills Training Framework For <strong>Value</strong>s Driven Leadership", Journal of European<br />

Industrial Training , Volume 27/2/3/4, pp. 73-79.<br />

Newsome, Day, Catano (1999), "Assessing the predictive validity of emotional intelligence", Personality <strong>and</strong><br />

Individual Differences, Volume 29, pp. 1005-1016.<br />

49 **DRAFT**


Appendix D: References (continued)<br />

Palmer, Donaldson, Stough (2002), "<strong>Emotional</strong> intelligence <strong>and</strong> life satisfaction", Personality <strong>and</strong> Individual<br />

Differences, Volume 33, pp. 1091-1100<br />

Palmer, W alls, Burgess, Stough (2000), "<strong>Emotional</strong> <strong>Intelligence</strong> And Effective Leadership", Leadership &<br />

Organization Development Journal, Volume 22, No. 1, pp. 5-10.<br />

Rozell, Pettijohn, Parker (2001), "An Empirical Evaluation of <strong>Emotional</strong> <strong>Intelligence</strong>, The impact on management<br />

development", Journal of Management Development , Volume 21, No. 4, pp. 272-289.<br />

Sala (2001). Do Programs Designed to Increase <strong>Emotional</strong> <strong>Intelligence</strong> at W ork – W ork? Consortium for<br />

Research on <strong>Emotional</strong> <strong>Intelligence</strong> in Organizations.<br />

Slaski, Cartwright (2002), "Health, performance, <strong>and</strong> emotional intelligence: an exploratory study of retail<br />

managers", Stress <strong>and</strong> Health , Volume 18, pp. 63-68.<br />

Slaski, Cartwright (2003), "<strong>Emotional</strong> intelligence training <strong>and</strong> its implications for health, stress, <strong>and</strong><br />

performance", Stress <strong>and</strong> Health , Volume 19, pp. 232-239.<br />

Tischler, Biberman, McKeague (2002), "Linking emotional intelligence, spirituality, <strong>and</strong> workplace performance,<br />

definitions, models, <strong>and</strong> ideas for research", Journal of Managerial Psychology , Volume 17, No. 3, pp. 203-218.<br />

Diane F. Halpern, John C. Loehlin, Robert Perloff, Robert J. Sternberg, Susana Urbina (1996) <strong>Intelligence</strong>:<br />

Knowns <strong>and</strong> Unknowns. American Psychologist , 77-96<br />

W olf, Pescosolido, Urch Druskat (2002), "<strong>Emotional</strong> intelligence as the basis for leadership emergence in selfmanaged<br />

teams", The Leadership Quarterly , Volume 13, pp. 505-522.<br />

Zeidner, Mathews, Roberts (2001), "Slow Down, You Move To Fast: <strong>Emotional</strong> <strong>Intelligence</strong> Remains an 'Elusive'<br />

Inteligence", Emotion, Volume 1, No. 3, pp. 265-275.<br />

Zhou & George (2003), "Awakening Employee Creativity: The role of leader emotional intelligence", The<br />

Leadership Quarterly , Volume 14, pp. 545-568.<br />

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