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Group Norms, Personal Priorities and Temporal Fidelity
Aspects of Implicit–Explicit Motive Congruence and Implications for Well-Being
Chris C. Martin, Amanda K. Fuller, & Todd M. Thrash

Measuring Implicit-Explicit Congruence

A total of 309 undergraduates, split across
two samples, participated in a weekly diary
study spanning eight weeks.

‣ Implicit–explicit congruence (consistency)
varies across persons, but measuring
congruence accurately is challenging.

‣ Currently, the accepted method is to model
congruence normatively. A person is highly
congruent, for instance, if his or her z score is
+1 on implicit motivation and +1 on explicit
motivation.

‣ However, normative measurement is
arbitrary and subject to sampling
variability. Moreover, this approach does
not account for the unique personality
structure of each individual.
Relating Implicit–Explicit Motive
Congruence to Well-Being

‣ People who are motivationally congruent

Measures

‣ Implicit Motives: Measured using the MultiMotive Grid (MMG-S: Sokolowski, Schmalt,
Langens, & Puca, 2000), a semi-projective
measure.

motivational statements from Sheldon, Elliot,
Kim, and Kasser (2001) (e.g., "This week I
have felt an impulse or desire to feel capable
in what I do.”)

‣ Well-Being: Positive and Negative Affect
Schedule (PANAS: Watson, Clark, & Tellegen,
1988); Satisfaction with life scale (SWLS;
Diener, Emmons, Larsen, & Griffin (1985),
Subjective vitality scale (Ryan & Fredrick,
2007); and Self-actualization scale (Sheldon
et al., 2001).
Computing Congruence Scores

‣ As a result, they should experience greater

standardized, and the absolute difference of z
scores was computed. For configural and
temporal congruence, HLM residuals were
used.

‣ The lack of consistency may arise from
measurement problems. Better
measurements may yield consistent
results.
Proposed Measurements
Congruence measurement can be based on:
1. Personal Priorities (configural
congruence): This method accounts for the
relative strengths of internal motives.
2. Temporal Fidelity (temporal
congruence): This method accounts for
covariation of motivations over time.

Incongruent

Achievement
Affiliation

Power

‣ For normative congruence, scores were

Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). doi:
10.1207/s15327752jpa4901_13
Ryan, R. M., & Frederick, C. (1997). doi: 10.1111/j.14676494.1997.tb00326.x
Sheldon, K. M., Elliot, A. J., Kim, Y., & Kasser, T. (2001). doi: 10.1037/00223514.80.2.325
Sokolowski, K., Schmalt, H.-D., Langens, T. A., & Puca, R. M. (2000). doi:
10.1207/S15327752JPA740109
Watson, D., Clark, L. A., & Tellegen, A. (1988). doi: 10.1037/00223514.54.6.1063

Incongruent

Congruent

Incongruent

Congruent

Ach

Aff

Pow

Time

Normative congruence
was an inconsistent
predictor of wellbeing. It predicted
mean well-being in
Sample 1, but not
Sample 2.

Normative congruence
had low predictive
validity. Thus,
measuring congruence
normatively may be
suboptimal.

The average
participant was
configurally
incongruent, with
much variance
across participants.

Configural congruence
robustly predicted
mean well-being and
growth in well-being
in both samples.

Among people with high
configural congruence,
the highest amount of
energy is devoted to the
most satisfying pursuits.
Thus, it may cause
greater well-being.

The average
participant was
temporally
congruent in all
domains, with little
variance across
participants.

Temporal congruence
consistently predicted
lower well-being
across both samples.
Uniquely among the
congruence types, it
positively and robustly
predicted NA.

Excessive temporal
congruence may
indicate an inefficient,
impulsive diffusion of
effort, instead of
consistent commitment
to goals. Thus, it may
cause greater ill-being.

Time
Explicit

‣ Latent growth curve models were used to

References

The average
participant was
incongruent, and
congruence scores
varied greatly
across participants.

Implicit

Data Analysis
examine the relationship of each type of
congruence with the intercept and slope of
individual well-being.

Individual Differences Discussion

Congruent

‣ Explicit Motives: Agree-disagree scales with

should pursue explicit goals that are aligned
with their internal appetitive structure.
well-being . The literature tends to support
this hypothesis, but results are mixed.

Overall

Personal Priorities
(Configural)

conscious (explicit) systems of motivation.

Temporal Fidelity
(Temporal)

‣ People have unconscious (implicit) and

Results

Explicit

Methods

Comparison to Group
Norm (Normative)

Introduction

College of William and Mary, Williamsburg, VA

Implicit

Sample 1

Sample 2

Correlations

Conclusion

Mean

Standardized Path
Coefficients
Slope (r) Mean Slope (β)

Correlations
Mean

Standardized Path
Coefficients
Slope (r) Mean Slope (β)

Normative
PA

The three types of congruence were distinct, and
they played different roles in predicting well-being.
Given the weakness of normative measurement,
measuring configural and temporal congruence
may be more useful in future research.

.24**

-.15

.15*

-.24

.14

NA

-.05

-.20

-.06

-.12

-.07

.17

-.07

.10

SWLS

.24**

.21

.20**

.10

-.01

-.03

-.08

-.01

Vitality

.23**

.03

.16*

-.07

.11

-.03

.31**

-.03

.15†

Self-actualization .31***

.03

.02
.08

.07

.04

Configural
PA

.53***

.38*

.43***

.44*

.74***

NA

-.04

-.44*

.07

-.35†

-.09

.16

-.04

.26†

SWLS

.34***

.58***

.20*

.56***

.58***

.02

.58***

-.04

Vitality

.40***

.53*

.30***

.51*

.63***

.39**

.43***

.39**

.64***

Self-actualization .43***

.75***

.63***
.34*

.63***

.33*

Longitudinal
PA

-.36***

-.12

-.21**

.03

-.16†

NA

.26**

.30†

.28**

.18

.16†

.32*

.16†

.38**

SWLS

-.34***

-.21

-.27***

.00

-.21*

-.18

-.05

.19†

Vitality

-.29**

-.29

-.18*

-.11

-.15†

-.16

-.21*

-.16

-.16†

Self-actualization -.21*

.05

.02
-.09

.01

.00

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Group Norms vs Personal Goals

  • 1. Group Norms, Personal Priorities and Temporal Fidelity Aspects of Implicit–Explicit Motive Congruence and Implications for Well-Being Chris C. Martin, Amanda K. Fuller, & Todd M. Thrash Measuring Implicit-Explicit Congruence A total of 309 undergraduates, split across two samples, participated in a weekly diary study spanning eight weeks. ‣ Implicit–explicit congruence (consistency) varies across persons, but measuring congruence accurately is challenging. ‣ Currently, the accepted method is to model congruence normatively. A person is highly congruent, for instance, if his or her z score is +1 on implicit motivation and +1 on explicit motivation. ‣ However, normative measurement is arbitrary and subject to sampling variability. Moreover, this approach does not account for the unique personality structure of each individual. Relating Implicit–Explicit Motive Congruence to Well-Being ‣ People who are motivationally congruent Measures ‣ Implicit Motives: Measured using the MultiMotive Grid (MMG-S: Sokolowski, Schmalt, Langens, & Puca, 2000), a semi-projective measure. motivational statements from Sheldon, Elliot, Kim, and Kasser (2001) (e.g., "This week I have felt an impulse or desire to feel capable in what I do.”) ‣ Well-Being: Positive and Negative Affect Schedule (PANAS: Watson, Clark, & Tellegen, 1988); Satisfaction with life scale (SWLS; Diener, Emmons, Larsen, & Griffin (1985), Subjective vitality scale (Ryan & Fredrick, 2007); and Self-actualization scale (Sheldon et al., 2001). Computing Congruence Scores ‣ As a result, they should experience greater standardized, and the absolute difference of z scores was computed. For configural and temporal congruence, HLM residuals were used. ‣ The lack of consistency may arise from measurement problems. Better measurements may yield consistent results. Proposed Measurements Congruence measurement can be based on: 1. Personal Priorities (configural congruence): This method accounts for the relative strengths of internal motives. 2. Temporal Fidelity (temporal congruence): This method accounts for covariation of motivations over time. Incongruent Achievement Affiliation Power ‣ For normative congruence, scores were Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). doi: 10.1207/s15327752jpa4901_13 Ryan, R. M., & Frederick, C. (1997). doi: 10.1111/j.14676494.1997.tb00326.x Sheldon, K. M., Elliot, A. J., Kim, Y., & Kasser, T. (2001). doi: 10.1037/00223514.80.2.325 Sokolowski, K., Schmalt, H.-D., Langens, T. A., & Puca, R. M. (2000). doi: 10.1207/S15327752JPA740109 Watson, D., Clark, L. A., & Tellegen, A. (1988). doi: 10.1037/00223514.54.6.1063 Incongruent Congruent Incongruent Congruent Ach Aff Pow Time Normative congruence was an inconsistent predictor of wellbeing. It predicted mean well-being in Sample 1, but not Sample 2. Normative congruence had low predictive validity. Thus, measuring congruence normatively may be suboptimal. The average participant was configurally incongruent, with much variance across participants. Configural congruence robustly predicted mean well-being and growth in well-being in both samples. Among people with high configural congruence, the highest amount of energy is devoted to the most satisfying pursuits. Thus, it may cause greater well-being. The average participant was temporally congruent in all domains, with little variance across participants. Temporal congruence consistently predicted lower well-being across both samples. Uniquely among the congruence types, it positively and robustly predicted NA. Excessive temporal congruence may indicate an inefficient, impulsive diffusion of effort, instead of consistent commitment to goals. Thus, it may cause greater ill-being. Time Explicit ‣ Latent growth curve models were used to References The average participant was incongruent, and congruence scores varied greatly across participants. Implicit Data Analysis examine the relationship of each type of congruence with the intercept and slope of individual well-being. Individual Differences Discussion Congruent ‣ Explicit Motives: Agree-disagree scales with should pursue explicit goals that are aligned with their internal appetitive structure. well-being . The literature tends to support this hypothesis, but results are mixed. Overall Personal Priorities (Configural) conscious (explicit) systems of motivation. Temporal Fidelity (Temporal) ‣ People have unconscious (implicit) and Results Explicit Methods Comparison to Group Norm (Normative) Introduction College of William and Mary, Williamsburg, VA Implicit Sample 1 Sample 2 Correlations Conclusion Mean Standardized Path Coefficients Slope (r) Mean Slope (β) Correlations Mean Standardized Path Coefficients Slope (r) Mean Slope (β) Normative PA The three types of congruence were distinct, and they played different roles in predicting well-being. Given the weakness of normative measurement, measuring configural and temporal congruence may be more useful in future research. .24** -.15 .15* -.24 .14 NA -.05 -.20 -.06 -.12 -.07 .17 -.07 .10 SWLS .24** .21 .20** .10 -.01 -.03 -.08 -.01 Vitality .23** .03 .16* -.07 .11 -.03 .31** -.03 .15† Self-actualization .31*** .03 .02 .08 .07 .04 Configural PA .53*** .38* .43*** .44* .74*** NA -.04 -.44* .07 -.35† -.09 .16 -.04 .26† SWLS .34*** .58*** .20* .56*** .58*** .02 .58*** -.04 Vitality .40*** .53* .30*** .51* .63*** .39** .43*** .39** .64*** Self-actualization .43*** .75*** .63*** .34* .63*** .33* Longitudinal PA -.36*** -.12 -.21** .03 -.16† NA .26** .30† .28** .18 .16† .32* .16† .38** SWLS -.34*** -.21 -.27*** .00 -.21* -.18 -.05 .19† Vitality -.29** -.29 -.18* -.11 -.15† -.16 -.21* -.16 -.16† Self-actualization -.21* .05 .02 -.09 .01 .00