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Aziz Bakay
Dissertation Defense
    May 9th, 2012
LITERATURE REVIEW

                                                           TRUST BASES
  PHENOMENON OF
                                TRUST ATTRIBUTES               AND
      TRUST
                                                            TRUST FOCI



• Dispositional Trust
• Impersonal Trust
• Interpersonal Trust
   (Erikson, 1968; Kramer, 1999; Schoorman et al., 2007)




                                                                         2
LITERATURE REVIEW

                                                         TRUST BASES
PHENOMENON OF
                          TRUST ATTRIBUTES                   AND
    TRUST
                                                          TRUST FOCI


                •   Benevolent / Caring / Concern
                •   Competence
                •   Goodwill / Intentions
                •   Honesty
                •   Predictability
                    (Butler, 1991; McKnight & Chervany, 1996)

                                                                       3
LITERATURE REVIEW

                                            TRUST BASES
PHENOMENON OF
                 TRUST ATTRIBUTES               AND
    TRUST
                                             TRUST FOCI


                                    • Affective / Cognitive
                                    • Subordinates / Superiors
                                    (Yang, 2005; McAllister, 1995)




                                                               4
LITERATURE REVIEW

    TRUST AND                                              CULTURAL
                              IMPORTANCE OF
    WORKPLACE                                            DIFFERENCES
                                 CONTEXT
    OUTCOMES                                            ACROSS SAMPLES

• Psychological Contracts (Rousseau, 1989)
• Social exchange norms: Reciprocity (Cropanzano & Mitchell, 2005)
• Over time;
    • Fulfilling expectations  trust and confidence.
    • Unmet expectations  dissatisfaction, lower commitments and
      performance.

                                                                         5
LITERATURE REVIEW

TRUST AND                                            CULTURAL
                        IMPORTANCE OF
WORKPLACE                                          DIFFERENCES
                           CONTEXT
OUTCOMES                                          ACROSS SAMPLES

        • Changing nature of the work environment (Cascio, 1995)
        • Emergent properties from collectivities (Blau, 1964)
        • Avoiding the fallacy of reductionism (Blau, 1964)
        • Social Psychological factors (Johns, 2006)
            • Task, social, physical



                                                                   6
LITERATURE REVIEW

TRUST AND                                           CULTURAL
                       IMPORTANCE OF
WORKPLACE                                         DIFFERENCES
                          CONTEXT
OUTCOMES                                         ACROSS SAMPLES

            • Manipulation Check: US and Turkey samples
            • Central tendency OR ecologic (mean scores of items)
            • Cultural Typology (Hofstede, 2001)
                • Masculinity/Femininity       (consistent)
                • Power Distance               (consistent)
                • Uncertainty Avoidance        (consistent)
                • Individualism/Collectivism   (inconsistent)
                                                                    7
METHODOLOGY

THEORETICAL MODEL      MEASURES   CONTROL VARIABLES




                                                      8
METHODOLOGY

 THEORETICAL MODEL                 MEASURES                CONTROL VARIABLES



         • Scales are adopted.
         • Intention to turnover scale is under a                  license.
         • All scales are reflective.
         • Reported Cronbach's alphas > .7


(Schoorman et al., 1996; Meyer & Allen, 1997; Mayfield & Mayfield, 2008; Macdonald &
                                   MacIntyre, 1997)                             9
METHODOLOGY

THEORETICAL MODEL      MEASURES               CONTROL VARIABLES


                            • Role Ambiguity, Job Autonomy
                            • Number of employees
                            • Non-profit/profit seeking
                            • Age, Tenure, Income
                            • Gender, Marital Status
                           (Rizzo et al., 1970; Hackman & Oldham, 1976)


                                                                   10
METHODOLOGY

                             DATA COLLECTION
   SURVEY DESIGN                               STATISTICAL ANALYSIS
                                 & SAMPLE



• Translation & back translation
• Rater congruence > .9
• Focus group (3 Ph.D. students)
• Survey instructions and help statements
• Likert scale (1 to 5)


                                                                      11
METHODOLOGY

                       DATA COLLECTION
SURVEY DESIGN                                     STATISTICAL ANALYSIS
                           & SAMPLE



                • Paper and electronic versions
                • Posted on personal website
                • Emailed colleagues / contacts
                • From January 9th to February 16th, 2012
                • US Sample size: 150 (initial: 163)
                • Turkey Sample size: 134 (initial: 140)
                                                                         12
METHODOLOGY

                  DATA COLLECTION
SURVEY DESIGN                       STATISTICAL ANALYSIS
                      & SAMPLE




                                                           13
METHODOLOGY

                  DATA COLLECTION
SURVEY DESIGN                              STATISTICAL ANALYSIS
                      & SAMPLE


                    • Partial Least Squares using WarpPLS 3.0
                    • Allows for non-normal distribution
                    • Smaller sample sizes (i.e. less than 100)
                    • Offers 3 Resampling techniques
                    • Exploratory or confirmatory research
                    • Reflective or formative latent variables
                    • Non-linear relations / cyclicality
                                                                  14
                          (Kock, 2010; 2011a; 2011b; 2011c)
MODEL ASSESSMENT

GENERAL MODEL                     MEASUREMENT
                MEAN COMPARISON
   ELEMENTS                          MODEL




                                                15
MODEL ASSESSMENT

    GENERAL MODEL                                          MEASUREMENT
                               MEAN COMPARISON
       ELEMENTS                                               MODEL


• Mean comparisons within and across samples
• T-test (non-matching sample & unequal variance)
• Assumptions: Random sampling, normal distribution and equal variance of two
  samples (Park, 2009). Shapiro-Wilk normality test

• Trust variables have higher means in the US compared to Turkey.
• Trust in peers & supervisor highest in the US, supervisor alone highest in
  Turkey                                                                       16
MODEL ASSESSMENT

GENERAL MODEL                     MEASUREMENT
                MEAN COMPARISON
   ELEMENTS      Across Samples      MODEL




                                                17
MODEL ASSESSMENT

GENERAL MODEL                     MEASUREMENT
                MEAN COMPARISON
   ELEMENTS      Within Samples      MODEL




                                                18
MODEL ASSESSMENT

GENERAL MODEL                                         MEASUREMENT
                          MEAN COMPARISON
   ELEMENTS                                              MODEL
                                                    Convergent Validity



• Loadings from structure (i.e. unrotated), cross-loadings from pattern
  matrix (i.e. rotated) (Kock, 2011c)
    • Several indicators dropped
    • Loadings > .5 (except 1 item)
    • P-values < .01 (Hair et al., 2010)


                                                                          19
LOADINGS AND CROSS LOADINGS
   The US and Turkey Sample




                              20
MODEL ASSESSMENT

GENERAL MODEL                        MEASUREMENT
                MEAN COMPARISON
   ELEMENTS                             MODEL
                                  Discriminant Validity




                                                          21
MODEL ASSESSMENT

GENERAL MODEL                                       MEASUREMENT
                         MEAN COMPARISON
   ELEMENTS                                            MODEL
                                                 Discriminant Validity


       • AVEs > Correlations with other latent variables




                                                                         22
MODEL ASSESSMENT

GENERAL MODEL                                           MEASUREMENT
                           MEAN COMPARISON
   ELEMENTS                                                MODEL
                                                          Reliability



• Composite reliabilities > .7 (Hair et al., 1992; Nunnally & Bernstein,
  1994)




                                                                           23
MODEL ASSESSMENT

GENERAL MODEL                                           MEASUREMENT
                          MEAN COMPARISON
   ELEMENTS                                                MODEL
                                                        Collinearity



• Variance Inflation Factors
    • Relaxed threshold: VIFs < 5 (Hair et al., 2009)
    • Conservative threshold: VIFs < 3.3 (Kock, 2011c)




                                                                       24
RESULTS

 OVERVIEW OF                                    PATH COEFFICIENT
                          CONTROL VARIABLES
   RESULTS                                        COMPARISONS



• Estimated coefficients of the path analysis
• The US Sample / Turkey Sample




                                                                   25
ESTIMATED COEFFICIENTS OF THE PATH ANALYSIS
     Coefficients for the US sample is in bold




                                                 26
ESTIMATED COEFFICIENTS OF THE PATH ANALYSIS
     Coefficients for the US sample is in bold




                                                 27
ESTIMATED COEFFICIENTS OF THE PATH ANALYSIS
     Coefficients for the US sample is in bold
    AFTER ADDRESSING SIMPSON’S PARADOX




                                                 28
RESULTS

   OVERVIEW OF                                   PATH COEFFICIENT
                             CONTROL VARIABLES
     RESULTS                                       COMPARISONS
                                The US Sample



• Number of people in the organization & age




                                                                    29
RESULTS

   OVERVIEW OF                                            PATH COEFFICIENT
                             CONTROL VARIABLES
     RESULTS                                                COMPARISONS
                                Turkey Sample



• Role ambiguity, Job Autonomy, Tenure, Non-profit org.




                                                                             30
RESULTS

OVERVIEW OF                                      PATH COEFFICIENT
                       CONTROL VARIABLES
  RESULTS                                          COMPARISONS


 • T-test (W. Chin’s discussion online, and an application on WarpPLS
    blog)




                                                                    31
ESTIMATED COEFFICIENTS OF THE PATH ANALYSIS
     Coefficients for the US sample is in bold




                                                 32
DISCUSSION
                   Warped and Linear Relationships

  AFFECTIVE
                              JOB PERFORMANCE                JOB SATISFACTION
 COMMITMENT


• Healthy, trusting relationships among coworkers
• As social catalyst that improves individual and organizational effectiveness
  (Ferres et al., 2004)
             US Sample               TURKEY Sample




                                                                                 33
                              Trust in Peers
DISCUSSION
                   Warped and Linear Relationships

    AFFECTIVE
                             JOB PERFORMANCE              JOB SATISFACTION
   COMMITMENT

• “the emotional closeness aroused by management’s genuine care and
  consideration” (Yang, 2005, p. 137)
• Top management’s treatment of their employees, (i.e. emphasizing the
  importance of employee) can be considered social exchange.
        US Sample                     TURKEY Sample




                                                                             34
                               Trust in Top Management
DISCUSSION
                    Warped and Linear Relationships

     AFFECTIVE
                              JOB PERFORMANCE              JOB SATISFACTION
    COMMITMENT

•   Interdependency among peers can translate to existence of teams
•   High trust & low monitoring, team performance suffers (Langfred, 2004)
•   Deductive reasoning
•   Turkey: Termination of employment and Uncertainty Avoidance




                                                                               35
        Trust in Peers in the US Sample – Trust in Top Mgmt in TURKEY Sample
DISCUSSION
                   Warped and Linear Relationships

   AFFECTIVE
                              JOB PERFORMANCE              JOB SATISFACTION
  COMMITMENT

• Turkey: Highest trust is in supervisor, however there is limited social
  exchange between the employee and the supervisor. Power Distance
• Higher authorities may mean higher vulnerability therefore impact is
  observed from organizational members with higher levels (Yang, 2005).




                                                                          36
   Trust in Supervisor in the US Sample – Trust in Top Mgmt in TURKEY Sample
CONCLUSION
• Dispositional trust is a strong predictor of trust.
• Trust holds its importance in organizations supporting the Social exchange
• New evidence for normative point of view
• Similarities and differences across samples
• Social exchange vs. economic exchange
• Team effect




                                                                           37
LIMITATIONS AND FUTURE RESERACH

• Nature of relationship between trust variables and outcomes (Dirks,
  1999)
    • Main effects / moderating / mediating effects
• Sample homogeneity – Simpson’s paradox
• Relationship among outcome variables (Tett & Meyer, 1993)
    • Affective commitment and Intention to Turnover  Job Satisfaction
• Self-reported data (Vandenabeele, 2009)
• Longitudinal analysis to test causality
• Specific measurement for “trust in supervisor” (Wat & Shaffer, 2005)
• Referent specific factors (i.e. supervisor tenure)

                                                                          38

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Dissertation Defense

  • 2. LITERATURE REVIEW TRUST BASES PHENOMENON OF TRUST ATTRIBUTES AND TRUST TRUST FOCI • Dispositional Trust • Impersonal Trust • Interpersonal Trust (Erikson, 1968; Kramer, 1999; Schoorman et al., 2007) 2
  • 3. LITERATURE REVIEW TRUST BASES PHENOMENON OF TRUST ATTRIBUTES AND TRUST TRUST FOCI • Benevolent / Caring / Concern • Competence • Goodwill / Intentions • Honesty • Predictability (Butler, 1991; McKnight & Chervany, 1996) 3
  • 4. LITERATURE REVIEW TRUST BASES PHENOMENON OF TRUST ATTRIBUTES AND TRUST TRUST FOCI • Affective / Cognitive • Subordinates / Superiors (Yang, 2005; McAllister, 1995) 4
  • 5. LITERATURE REVIEW TRUST AND CULTURAL IMPORTANCE OF WORKPLACE DIFFERENCES CONTEXT OUTCOMES ACROSS SAMPLES • Psychological Contracts (Rousseau, 1989) • Social exchange norms: Reciprocity (Cropanzano & Mitchell, 2005) • Over time; • Fulfilling expectations  trust and confidence. • Unmet expectations  dissatisfaction, lower commitments and performance. 5
  • 6. LITERATURE REVIEW TRUST AND CULTURAL IMPORTANCE OF WORKPLACE DIFFERENCES CONTEXT OUTCOMES ACROSS SAMPLES • Changing nature of the work environment (Cascio, 1995) • Emergent properties from collectivities (Blau, 1964) • Avoiding the fallacy of reductionism (Blau, 1964) • Social Psychological factors (Johns, 2006) • Task, social, physical 6
  • 7. LITERATURE REVIEW TRUST AND CULTURAL IMPORTANCE OF WORKPLACE DIFFERENCES CONTEXT OUTCOMES ACROSS SAMPLES • Manipulation Check: US and Turkey samples • Central tendency OR ecologic (mean scores of items) • Cultural Typology (Hofstede, 2001) • Masculinity/Femininity (consistent) • Power Distance (consistent) • Uncertainty Avoidance (consistent) • Individualism/Collectivism (inconsistent) 7
  • 8. METHODOLOGY THEORETICAL MODEL MEASURES CONTROL VARIABLES 8
  • 9. METHODOLOGY THEORETICAL MODEL MEASURES CONTROL VARIABLES • Scales are adopted. • Intention to turnover scale is under a license. • All scales are reflective. • Reported Cronbach's alphas > .7 (Schoorman et al., 1996; Meyer & Allen, 1997; Mayfield & Mayfield, 2008; Macdonald & MacIntyre, 1997) 9
  • 10. METHODOLOGY THEORETICAL MODEL MEASURES CONTROL VARIABLES • Role Ambiguity, Job Autonomy • Number of employees • Non-profit/profit seeking • Age, Tenure, Income • Gender, Marital Status (Rizzo et al., 1970; Hackman & Oldham, 1976) 10
  • 11. METHODOLOGY DATA COLLECTION SURVEY DESIGN STATISTICAL ANALYSIS & SAMPLE • Translation & back translation • Rater congruence > .9 • Focus group (3 Ph.D. students) • Survey instructions and help statements • Likert scale (1 to 5) 11
  • 12. METHODOLOGY DATA COLLECTION SURVEY DESIGN STATISTICAL ANALYSIS & SAMPLE • Paper and electronic versions • Posted on personal website • Emailed colleagues / contacts • From January 9th to February 16th, 2012 • US Sample size: 150 (initial: 163) • Turkey Sample size: 134 (initial: 140) 12
  • 13. METHODOLOGY DATA COLLECTION SURVEY DESIGN STATISTICAL ANALYSIS & SAMPLE 13
  • 14. METHODOLOGY DATA COLLECTION SURVEY DESIGN STATISTICAL ANALYSIS & SAMPLE • Partial Least Squares using WarpPLS 3.0 • Allows for non-normal distribution • Smaller sample sizes (i.e. less than 100) • Offers 3 Resampling techniques • Exploratory or confirmatory research • Reflective or formative latent variables • Non-linear relations / cyclicality 14 (Kock, 2010; 2011a; 2011b; 2011c)
  • 15. MODEL ASSESSMENT GENERAL MODEL MEASUREMENT MEAN COMPARISON ELEMENTS MODEL 15
  • 16. MODEL ASSESSMENT GENERAL MODEL MEASUREMENT MEAN COMPARISON ELEMENTS MODEL • Mean comparisons within and across samples • T-test (non-matching sample & unequal variance) • Assumptions: Random sampling, normal distribution and equal variance of two samples (Park, 2009). Shapiro-Wilk normality test • Trust variables have higher means in the US compared to Turkey. • Trust in peers & supervisor highest in the US, supervisor alone highest in Turkey 16
  • 17. MODEL ASSESSMENT GENERAL MODEL MEASUREMENT MEAN COMPARISON ELEMENTS Across Samples MODEL 17
  • 18. MODEL ASSESSMENT GENERAL MODEL MEASUREMENT MEAN COMPARISON ELEMENTS Within Samples MODEL 18
  • 19. MODEL ASSESSMENT GENERAL MODEL MEASUREMENT MEAN COMPARISON ELEMENTS MODEL Convergent Validity • Loadings from structure (i.e. unrotated), cross-loadings from pattern matrix (i.e. rotated) (Kock, 2011c) • Several indicators dropped • Loadings > .5 (except 1 item) • P-values < .01 (Hair et al., 2010) 19
  • 20. LOADINGS AND CROSS LOADINGS The US and Turkey Sample 20
  • 21. MODEL ASSESSMENT GENERAL MODEL MEASUREMENT MEAN COMPARISON ELEMENTS MODEL Discriminant Validity 21
  • 22. MODEL ASSESSMENT GENERAL MODEL MEASUREMENT MEAN COMPARISON ELEMENTS MODEL Discriminant Validity • AVEs > Correlations with other latent variables 22
  • 23. MODEL ASSESSMENT GENERAL MODEL MEASUREMENT MEAN COMPARISON ELEMENTS MODEL Reliability • Composite reliabilities > .7 (Hair et al., 1992; Nunnally & Bernstein, 1994) 23
  • 24. MODEL ASSESSMENT GENERAL MODEL MEASUREMENT MEAN COMPARISON ELEMENTS MODEL Collinearity • Variance Inflation Factors • Relaxed threshold: VIFs < 5 (Hair et al., 2009) • Conservative threshold: VIFs < 3.3 (Kock, 2011c) 24
  • 25. RESULTS OVERVIEW OF PATH COEFFICIENT CONTROL VARIABLES RESULTS COMPARISONS • Estimated coefficients of the path analysis • The US Sample / Turkey Sample 25
  • 26. ESTIMATED COEFFICIENTS OF THE PATH ANALYSIS Coefficients for the US sample is in bold 26
  • 27. ESTIMATED COEFFICIENTS OF THE PATH ANALYSIS Coefficients for the US sample is in bold 27
  • 28. ESTIMATED COEFFICIENTS OF THE PATH ANALYSIS Coefficients for the US sample is in bold AFTER ADDRESSING SIMPSON’S PARADOX 28
  • 29. RESULTS OVERVIEW OF PATH COEFFICIENT CONTROL VARIABLES RESULTS COMPARISONS The US Sample • Number of people in the organization & age 29
  • 30. RESULTS OVERVIEW OF PATH COEFFICIENT CONTROL VARIABLES RESULTS COMPARISONS Turkey Sample • Role ambiguity, Job Autonomy, Tenure, Non-profit org. 30
  • 31. RESULTS OVERVIEW OF PATH COEFFICIENT CONTROL VARIABLES RESULTS COMPARISONS • T-test (W. Chin’s discussion online, and an application on WarpPLS blog) 31
  • 32. ESTIMATED COEFFICIENTS OF THE PATH ANALYSIS Coefficients for the US sample is in bold 32
  • 33. DISCUSSION Warped and Linear Relationships AFFECTIVE JOB PERFORMANCE JOB SATISFACTION COMMITMENT • Healthy, trusting relationships among coworkers • As social catalyst that improves individual and organizational effectiveness (Ferres et al., 2004) US Sample TURKEY Sample 33 Trust in Peers
  • 34. DISCUSSION Warped and Linear Relationships AFFECTIVE JOB PERFORMANCE JOB SATISFACTION COMMITMENT • “the emotional closeness aroused by management’s genuine care and consideration” (Yang, 2005, p. 137) • Top management’s treatment of their employees, (i.e. emphasizing the importance of employee) can be considered social exchange. US Sample TURKEY Sample 34 Trust in Top Management
  • 35. DISCUSSION Warped and Linear Relationships AFFECTIVE JOB PERFORMANCE JOB SATISFACTION COMMITMENT • Interdependency among peers can translate to existence of teams • High trust & low monitoring, team performance suffers (Langfred, 2004) • Deductive reasoning • Turkey: Termination of employment and Uncertainty Avoidance 35 Trust in Peers in the US Sample – Trust in Top Mgmt in TURKEY Sample
  • 36. DISCUSSION Warped and Linear Relationships AFFECTIVE JOB PERFORMANCE JOB SATISFACTION COMMITMENT • Turkey: Highest trust is in supervisor, however there is limited social exchange between the employee and the supervisor. Power Distance • Higher authorities may mean higher vulnerability therefore impact is observed from organizational members with higher levels (Yang, 2005). 36 Trust in Supervisor in the US Sample – Trust in Top Mgmt in TURKEY Sample
  • 37. CONCLUSION • Dispositional trust is a strong predictor of trust. • Trust holds its importance in organizations supporting the Social exchange • New evidence for normative point of view • Similarities and differences across samples • Social exchange vs. economic exchange • Team effect 37
  • 38. LIMITATIONS AND FUTURE RESERACH • Nature of relationship between trust variables and outcomes (Dirks, 1999) • Main effects / moderating / mediating effects • Sample homogeneity – Simpson’s paradox • Relationship among outcome variables (Tett & Meyer, 1993) • Affective commitment and Intention to Turnover  Job Satisfaction • Self-reported data (Vandenabeele, 2009) • Longitudinal analysis to test causality • Specific measurement for “trust in supervisor” (Wat & Shaffer, 2005) • Referent specific factors (i.e. supervisor tenure) 38

Notes de l'éditeur

  1. Steps involved: interaction, communication, expectations, and obligation
  2. Size of the organization Meyer and Allen (1997) of “broader “roles” that require a greater variety of skills and ability to adapt to the demands of situation” (p. 5). Higher complexity, higher job requirements, organization commits more resources (i.e. training). Reciprocity perspective.
  3. Social exchange theory acknowledges that “only social exchange tends to engender feelings of personal obligations, gratitude, and trust; purely economic exchange as such does not” (Blau, 1964, p. 94) intention to turnover may not be a function of the actual trust in organizational members which is characterized by a process of give and take behavior among organizational members. Intention to turnover could be explained as a function of economic exchange.