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Can Conscientiousness Compensate
       for Less Intelligence?
                                                                assess
        The Intelligence Compensation Theory
                    (Presented by Paul Wood)                    consult



                                                                 survey



                                                                   train



 Paul Wood can be contacted at paul.wood@opragroup.com          develop

               09 358 32 33, or 021 972976
                                                               evaluate
                 Blending Research with Application
                                                         © OPRA Group Ltd.
Session Outline

 Background
    – Rationale
    – Methodology

 Intelligence Compensation Theory
    – Findings
    – Implications (Multifaceted Interaction)

 Practical Implications                                             assess

    – Different ways to skin a cat?
                                                                     consult
 Questions and Comments
                                                                      survey



                                                                        train



                                                                     develop



                                                                    evaluate
                         Blending Research with Application
                                                              © OPRA Group Ltd.
Background




 Rationale:
    – Predictive power of intelligence and conscientiousness

    – Scarcity of research into their relationship

    – Even less focus on primary personality factors
                                                                                                          assess
    – Differentiate between fluid and crystallized intelligence

    – Extend:                                                                                             consult

  Moutafi, J., Furnham, A., & Paltiel, L. (2004). Why is conscientiousness negatively correlated
  with intelligence? Personality and Individual Differences, 37, 1013-1022.                                survey



                                                                                                             train



                                                                                                          develop



                                                                                                         evaluate
                              Blending Research with Application
                                                                                                   © OPRA Group Ltd.
Big Five Model



                               Control



Conscientious   Disciplined             Tense-Driven   Restrained          assess



                                                                           consult



                                                                            survey



                                                                              train



                                                                           develop



                                                                          evaluate
                Blending Research with Application
                                                                    © OPRA Group Ltd.
Intelligence Model


                     Intelligence (g)




                                                                          assess


Fluid Intelligence                     Crystallized Intelligence          consult



                                                                           survey



                                                                             train



                                                                          develop



                                                                         evaluate
             Blending Research with Application
                                                                   © OPRA Group Ltd.
Background




 Methodology:
    – Archival job-applicant data (GRT2 N=1629; 15FQ N=546; OPP N=1083)

    – Correlations, multiple regressions, significance of difference

    – Reference:
                                                                                                           assess

  Wood, P., & Englert, P. (2009). Intelligence compensation theory: A critical examination of the
  negative relationship between conscientiousness and fluid and crystallised intelligence. The             consult
  Australian and New Zealand Journal of Organisational Psychology, 2, 19–29.

                                                                                                            survey



                                                                                                              train



                                                                                                           develop



                                                                                                          evaluate
                              Blending Research with Application
                                                                                                    © OPRA Group Ltd.
Intelligence Compensation Theory


 Relatively less intelligent people can compensate by exhibiting relatively
  more conscientious behaviour.
    – relatively less intelligent individuals may display behaviour that is more
      methodical, organised, thorough, and persistent (i.e., conscientious) to
      compensate for their relative lack of intelligence.

    – relatively more intelligent
      people may tend to get by on
      their cognitive efficiency rather                                                   assess

      than effort or procedure.
                                                                                          consult



                                                                                           survey



                                                                                             train



                                                                                          develop



                                                                                         evaluate
                          Blending Research with Application
                                                                                   © OPRA Group Ltd.
Findings
 Moutafi et al. (2004)
    – Conscientiousness more highly correlated with fluid than crystallised
      intelligence.
    – Conscientiousness explained approx 7% of fluid variance and 1% of crystallized
      variance.
    – Stronger relationship due to fluid intelligence’s biological basis and crystallised
      intelligence developing through cultural and educational experiences.


 Wood and Englert (2009)                                                                          assess


    – Conscientiousness more highly correlated with crystallized than fluid
                                                                                                   consult
      intelligence.
    – Conscientiousness sub-factors explain 8-13% of crystallised variance and 2-6%
                                                                                                    survey
      of fluid variance.
    – Conscientiousness and intelligence relationship is multifaceted.
                                                                                                      train



                                                                                                   develop



                                                                                                  evaluate
                           Blending Research with Application
                                                                                            © OPRA Group Ltd.
Multifaceted Relationship


 Conscientiousness and intelligence will vary according to cohorts:


   Moutafi et al. (2004) an “educated and need-achieving” sample.

    – Lesser fluid ability have successfully compensated for this through more
      studious behaviour .
                                                                                           assess
   Wood and Englert (2009) a sample largely without university qualifications
   applying for pre-management level jobs.                                                 consult



    – The ability requiring compensation is now lesser knowledge or understanding           survey
      (i.e., crystallised intelligence). The way to compensate for knowing or
      understanding less within this context is through working harder.                       train



                                                                                           develop



                                                                                          evaluate
                          Blending Research with Application
                                                                                    © OPRA Group Ltd.
Multifaceted Relationship




 Compensatory mechanism varies depending upon what it is one is trying
  to achieve, and which aspect of ability one is attempting to compensate
  for:
    – Does one need to compensate for not learning new information as quickly as
      others?
                                                                                          assess
    – Or does one need to compensate for not knowing or understanding as much
      as others?                                                                          consult



                                                                                           survey



                                                                                             train



                                                                                          develop



                                                                                         evaluate
                         Blending Research with Application
                                                                                   © OPRA Group Ltd.
Practical Implications


 Previously reported incremental validity gains may be overstated and
  overly simplistic.
    – Determine relationship between conscientiousness sub-factors and
      performance for specific roles, then place greater weight upon sub-factors
      loading most upon performance and least upon intelligence.


 Compensation mechanism likely to vary across cohorts.
    – Just as it is too simplistic to conceptualise conscientiousness as a single
      construct, so it is too simplistic to think of mental ability as a unitary              assess
      structure in the prediction of behaviour.
                                                                                              consult

 Cut-score or hurdling implications.
    – Include conscientiousness sub-factors to ensure potential assets in respect of           survey

      high levels of diligence, good task completion, and more general contextual
      performance are not unnecessarily excluded from progressing further.                       train



                                                                                              develop



                                                                                             evaluate
                           Blending Research with Application
                                                                                       © OPRA Group Ltd.
Practical Implications
 The Challenges: Different ways to skin a cat…
    – What traits or abilities compensate for weaknesses in others?
    – Will such compensations lead to successful job performance, and how
      applicable is this across roles?




                                                                                   assess



                                                                                   consult



                                                                                    survey



                                                                                      train



                                                                                   develop



                                                                                  evaluate
                         Blending Research with Application
                                                                            © OPRA Group Ltd.
Questions and Comments




                                            assess



                                            consult



                                             survey



                                               train



                                            develop



                                           evaluate
Blending Research with Application
                                     © OPRA Group Ltd.

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Intelligence Compensation Theory - Workplace Psychology Sig 2010

  • 1. Can Conscientiousness Compensate for Less Intelligence? assess The Intelligence Compensation Theory (Presented by Paul Wood) consult survey train Paul Wood can be contacted at paul.wood@opragroup.com develop 09 358 32 33, or 021 972976 evaluate Blending Research with Application © OPRA Group Ltd.
  • 2. Session Outline  Background – Rationale – Methodology  Intelligence Compensation Theory – Findings – Implications (Multifaceted Interaction)  Practical Implications assess – Different ways to skin a cat? consult  Questions and Comments survey train develop evaluate Blending Research with Application © OPRA Group Ltd.
  • 3. Background  Rationale: – Predictive power of intelligence and conscientiousness – Scarcity of research into their relationship – Even less focus on primary personality factors assess – Differentiate between fluid and crystallized intelligence – Extend: consult Moutafi, J., Furnham, A., & Paltiel, L. (2004). Why is conscientiousness negatively correlated with intelligence? Personality and Individual Differences, 37, 1013-1022. survey train develop evaluate Blending Research with Application © OPRA Group Ltd.
  • 4. Big Five Model Control Conscientious Disciplined Tense-Driven Restrained assess consult survey train develop evaluate Blending Research with Application © OPRA Group Ltd.
  • 5. Intelligence Model Intelligence (g) assess Fluid Intelligence Crystallized Intelligence consult survey train develop evaluate Blending Research with Application © OPRA Group Ltd.
  • 6. Background  Methodology: – Archival job-applicant data (GRT2 N=1629; 15FQ N=546; OPP N=1083) – Correlations, multiple regressions, significance of difference – Reference: assess Wood, P., & Englert, P. (2009). Intelligence compensation theory: A critical examination of the negative relationship between conscientiousness and fluid and crystallised intelligence. The consult Australian and New Zealand Journal of Organisational Psychology, 2, 19–29. survey train develop evaluate Blending Research with Application © OPRA Group Ltd.
  • 7. Intelligence Compensation Theory  Relatively less intelligent people can compensate by exhibiting relatively more conscientious behaviour. – relatively less intelligent individuals may display behaviour that is more methodical, organised, thorough, and persistent (i.e., conscientious) to compensate for their relative lack of intelligence. – relatively more intelligent people may tend to get by on their cognitive efficiency rather assess than effort or procedure. consult survey train develop evaluate Blending Research with Application © OPRA Group Ltd.
  • 8. Findings  Moutafi et al. (2004) – Conscientiousness more highly correlated with fluid than crystallised intelligence. – Conscientiousness explained approx 7% of fluid variance and 1% of crystallized variance. – Stronger relationship due to fluid intelligence’s biological basis and crystallised intelligence developing through cultural and educational experiences.  Wood and Englert (2009) assess – Conscientiousness more highly correlated with crystallized than fluid consult intelligence. – Conscientiousness sub-factors explain 8-13% of crystallised variance and 2-6% survey of fluid variance. – Conscientiousness and intelligence relationship is multifaceted. train develop evaluate Blending Research with Application © OPRA Group Ltd.
  • 9. Multifaceted Relationship  Conscientiousness and intelligence will vary according to cohorts: Moutafi et al. (2004) an “educated and need-achieving” sample. – Lesser fluid ability have successfully compensated for this through more studious behaviour . assess Wood and Englert (2009) a sample largely without university qualifications applying for pre-management level jobs. consult – The ability requiring compensation is now lesser knowledge or understanding survey (i.e., crystallised intelligence). The way to compensate for knowing or understanding less within this context is through working harder. train develop evaluate Blending Research with Application © OPRA Group Ltd.
  • 10. Multifaceted Relationship  Compensatory mechanism varies depending upon what it is one is trying to achieve, and which aspect of ability one is attempting to compensate for: – Does one need to compensate for not learning new information as quickly as others? assess – Or does one need to compensate for not knowing or understanding as much as others? consult survey train develop evaluate Blending Research with Application © OPRA Group Ltd.
  • 11. Practical Implications  Previously reported incremental validity gains may be overstated and overly simplistic. – Determine relationship between conscientiousness sub-factors and performance for specific roles, then place greater weight upon sub-factors loading most upon performance and least upon intelligence.  Compensation mechanism likely to vary across cohorts. – Just as it is too simplistic to conceptualise conscientiousness as a single construct, so it is too simplistic to think of mental ability as a unitary assess structure in the prediction of behaviour. consult  Cut-score or hurdling implications. – Include conscientiousness sub-factors to ensure potential assets in respect of survey high levels of diligence, good task completion, and more general contextual performance are not unnecessarily excluded from progressing further. train develop evaluate Blending Research with Application © OPRA Group Ltd.
  • 12. Practical Implications  The Challenges: Different ways to skin a cat… – What traits or abilities compensate for weaknesses in others? – Will such compensations lead to successful job performance, and how applicable is this across roles? assess consult survey train develop evaluate Blending Research with Application © OPRA Group Ltd.
  • 13. Questions and Comments assess consult survey train develop evaluate Blending Research with Application © OPRA Group Ltd.