Table 1
Variables Included in the Meta-analysis, Examples of Included Variable Names Covered by the Primary Studies, and Average Reliability (Cronbach’s alpha) across Samples.
| VARIABLE | EXAMPLES OF INCLUDED VARIABLE NAMES | AVERAGE α |
|---|---|---|
| Job insecurity | Job insecurity, job security (R), job uncertainty, job security satisfaction | .83 |
| Career-related attitudes | ||
| Career commitment | Career commitment, advancement motivation | .81 |
| Career satisfaction | Career satisfaction, satisfaction with career development, satisfaction with career progression, career insecurity (R) | .86 |
| Occupational turnover intentions | Occupational turnover intention(s), intention to leave the profession | .85 |
| Organizational turnover intentions | Turnover intention(s), intention to leave, intention to quit, intention to stay (R), intention to remain (R) | .82 |
| Career opportunities | Future career success, promotional opportunity, career advancement, perceived career opportunities, career opportunity | .83 |
| Willingness to participate in training | Willingness to participate in training, intention to participate in training | .87 |
| Employability | Employability, perceived employability, external employability, alternatives in the labor market, perceived labor market opportunities | .84 |
| Career-related behaviors | ||
| Job search behavior | Job search (behavior), proactive job search (behavior) | .89 |
| Knowledge hiding | Knowledge hiding, knowledge hiding behavior, knowledge hoarding | .87 |
| Knowledge sharing | Knowledge sharing, knowledge sharing behavior | .85 |
| Career planning | Career planning, proactive career planning, career orientation | .83 |
| Networking | Networking behavior, proactive networking | .86 |
| Proactive skill development | Proactive skill development, employee development, career enhancing strategies, proactivity towards the career | .85 |
| Actual turnover | Turnover, actual turnover, voluntary (organizational) turnover | .91 |
[i] Note: R = reverse scored.
Table 2
Results of Meta-analyses: Main Effects.
| OUTCOME | k | N | SDrc | 95% CI | 80% CR | Q | I2 | ||
|---|---|---|---|---|---|---|---|---|---|
| Career-related attitudes | |||||||||
| Career commitment | 10 | 5,021 | –.11 | –.16 | .32 | [–.38, .07] | [–.59, .27] | 266.88*** | 96.63 |
| Career satisfaction | 16 | 122,384 | –.50 | –.61 | .09 | [–.66, –.56] | [–.74, –.49] | 1230.13*** | 98.78 |
| Occupational turnover intention | 7 | 2,371 | .26 | .30 | .13 | [.18, .42] | [.13, .47] | 30.20*** | 80.13 |
| Organizational turnover intention | 152 | 230,503 | .31 | .39 | .17 | [.36, .42] | [.18, .60] | 4775.12*** | 96.84 |
| Career opportunities | 16 | 22,031 | –.13 | –.15 | .22 | [–.27, –.03] | [–.45, .15] | 782.09*** | 98.08 |
| Willingness to participate in training | 5 | 5,394 | –.01 | –.01 | .08 | [–.11, .09] | [–.12, .10] | 20.93*** | 80.89 |
| Employability | 64 | 95,261 | –.12 | –.16 | .18 | [–.20, –.11] | [–.38, .07] | 1907.36*** | 96.70 |
| Career-related behaviors | |||||||||
| Job search behaviors | 14 | 10,008 | .23 | .31 | .13 | [.23, .39] | [.14, .48] | 110.24*** | 88.21 |
| Knowledge hiding | 12 | 3,919 | .34 | .39 | .16 | [.29, .49] | [.19, .59] | 88.64*** | 87.59 |
| Knowledge sharing | 5 | 1,298 | .06 | .07 | .19 | [–.17, .31] | [–.20, .35] | 26.54*** | 84.93 |
| Career planning | 7 | 2,759 | –.10 | –.11 | .23 | [–.32, .11] | [–.43, .22] | 81.78*** | 92.66 |
| Networking behavior | 3 | 4,562 | –.10 | –.11 | .11 | [–.38, .16] | [–.31, .08] | 26.59*** | 92.48 |
| Proactive skill development | 13 | 9,395 | –.09 | –.11 | .16 | [–.20, –.01] | [–.31, .10] | 159.24*** | 92.46 |
| Actual turnover | 9 | 2,906 | .12 | .15 | .20 | [–.00, .30] | [–.11, .41] | 67.99*** | 88.23 |
[i] Note: k = number of studies contributing to meta-analysis; N = total sample size; = mean observed correlation; = mean true-score correlation; SDrc = observed standard deviation of corrected correlations (rc); CI = confidence interval around ; CR = credibility interval around . Correlations corrected individually. Q = Cochran’s χ-squared statistic Q (chi-square test of heterogeneity, I2 = estimated percent variance not accounted for by sampling error or other artifacts (attributable to moderators and uncorrected artifacts); *p < .05, ***p < .001. Bold denotes significant corrected correlations based on the 95% CI not including zero.
Table 3
Moderator Results of Meta-analyses: Study Design (Cross-sectional, Longitudinal).
| OUTCOME | k | N | SDrc | 95% CI | 80% CR | DIFF [95% CI] | ||
|---|---|---|---|---|---|---|---|---|
| Career-related attitudes | ||||||||
| Career satisfaction | –.29 [–.43, –.16] | |||||||
| Cross-sectional | 13 | 121,770 | –.50 | –.61 | .09 | [–.67, –.56] | [–.74, –.49] | |
| Longitudinal | 3 | 614 | –.27 | –.32 | .10 | [–.57, –.08] | [–.44, –.21] | |
| Occupational turnover intention | .11 [.08, .29] | |||||||
| Cross-sectional | 5 | 1 946 | .28 | .32 | .14 | [ .15, .49] | [.12, .51] | |
| Longitudinal | 2 | 425 | .18 | .21 | .06 | [–.30, .72] | [.21, .21] | |
| Organizational turnover intention | .15 [.08, .22] | |||||||
| Cross-sectional | 138 | 219,756 | .31 | .40 | .17 | [.37, .43] | [.19, .61] | |
| Longitudinal | 14 | 10,747 | .21 | .25 | .12 | [.18, .31] | [.10, .39] | |
| Willingness to participate in training | 2 | .07 [–.21, .37] | ||||||
| Cross-sectional | 3 | 970 | .05 | .06 | .13 | [–.26, .29] | [ –.15, .26] | |
| Longitudinal | 2 | 4,424 | –.02 | –.02 | .08 | [–.70, .66] | [–.24, .20] | |
| Employability | .08 [–.08, .24] | |||||||
| Cross-sectional | 61 | 91,663 | –.12 | –.15 | .18 | [–.20, –.11] | [–.38, .07] | |
| Longitudinal | 3 | 3,598 | –.20 | –.23 | .13 | [–.57, .10] | [–.48, .01] | |
| Career-related behaviors | ||||||||
| Job search behaviors | .02 [–.17, .21] | |||||||
| Cross-sectional | 9 | 4,454 | .27 | .32 | .08 | [.26, .38] | [.23, .41] | |
| Longitudinal | 5 | 5,554 | .20 | .30 | .19 | [.06, .53] | [.02, .58] | |
| Knowledge hiding | 0.07 [–.24, .38] | |||||||
| Cross-sectional | 9 | 2,908 | .36 | .41 | .14 | [ .30, .52] | [ .23, .59] | |
| Longitudinal | 3 | 1,011 | .30 | .34 | .23 | [–.22, .91] | [–.07, .76] | |
| Proactive skill development | –0.09 [–.31, .13] | |||||||
| Cross-sectional | 8 | 5 478 | –.12 | –.15 | .11 | [–.24, –.06] | [–.29, –.01] | |
| Longitudinal | 5 | 3 917 | –.05 | –.06 | .20 | [–.31, .19] | [–.37, .25] | |
| Actual turnover | .15 [–.19, .50] | |||||||
| Cross-sectional | 4 | 878 | .21 | .25 | .27 | [–.17, .67] | [–.17, .67] | |
| Longitudinal | 5 | 2,028 | .08 | .10 | .14 | [–.08, .27] | [–.10, .29] | |
[i] Note: k = number of studies contributing to meta-analysis; N = total sample size; = mean observed correlation; = mean true-score correlation; SDrc = observed standard deviation of corrected correlations (rc); CI = confidence interval around ; CR = credibility interval around . Correlations corrected individually. Bold coefficients denote significant differences between sub-groups.
Table 4
Moderator Results of Meta-analysis: Type of Measure (Affective, Cognitive, Combined).
| OUTCOME | k | N | SDRC | 95% CI | 80% CR | DIFFERENCE TEST | ||||
|---|---|---|---|---|---|---|---|---|---|---|
| AFF-COGNDIFF [95% CI] | AFF-COMBDIFF [95% CI] | COGN-COMBDIFF [95% CI] | ||||||||
| Career-related attitudes | ||||||||||
| Career commitment | –.37 [–1.96, 1.22] | –.06 [–.57 .45] | .31 [–.82 1.44] | |||||||
| Affective | 2 | 1,443 | –.22 | –.30 | .07 | [–.92, .32] | [–.45, –.15] | |||
| Cognitive | 2 | 1,109 | .08 | .07 | .52 | [–4.58, 4.72] | [–1.51, 1.65] | |||
| Combined | 4 | 1,815 | –.19 | –.24 | .35 | [–.81, .32] | [–.81, .33] | |||
| Career satisfaction | –.23 [.13, .33] | –.13 [–.27, .02] | –.36 [–.51, –.20] | |||||||
| Affective | 3 | 4,911 | –.34 | –.40 | .04 | [–.50, –.31] | [–.45, –.35] | |||
| Cognitive | 4 | 114,561 | –.52 | –.63 | .07 | [–.74, –.52] | [–.74, –.52] | |||
| Combined | 7 | 2,457 | –.23 | –.27 | .16 | [–.42, –.13] | [–.48, –.07] | |||
| Organizational turnover intention | .25 [–.29, –.21] | .05 [–.11, .01] | .20 [.14, .25] | |||||||
| Affective | 26 | 35,152 | .20 | .23 | .08 | [.20, .26] | [.14, .33] | |||
| Cognitive | 48 | 132,232 | .37 | .49 | .09 | [.46, .51] | [.37, .60] | |||
| Combined | 63 | 57,969 | .22 | .28 | .19 | [.23, .33] | [.04, .52] | |||
| Career opportunities | –.23 [–.51, .05] | –.43 [–.92, .07] | –.19 [–.61, .22] | |||||||
| Affective | 2 | 334 | –.32 | –.37 | .14 | [–1.60, .87] | [–.71, –.03] | |||
| Cognitive | 5 | 14,277 | –.12 | –.14 | .11 | [–.28, .00] | [–.31, .03] | |||
| Combined | 6 | 3,625 | .04 | .06 | .44 | [–.40, .51] | [–.58, .70] | |||
| Employability | –.15 [–.30, .01] | –.13 [–.19, –.06] | .02 [–.13, .17] | |||||||
| Affective | 3 | 21,854 | –.20 | –.27 | .04 | [–.36, –.17] | [–.34, –.20] | |||
| Cognitive | 15 | 15,105 | –.09 | –.12 | .27 | [–.27, .03] | [–.48, .24] | |||
| Combined | 42 | 52,617 | –.11 | –.14 | .16 | [–.19, –.09] | [–.35, .07] | |||
| Career-related behaviors | ||||||||||
| Job search behaviors | –.06 [–.24, .12] | –.13 [–.32, .06] | –.07 [–.27, .13] | |||||||
| Affective | 3 | 5,194 | .17 | .24 | .08 | [.04, .44] | [.11, .38] | |||
| Cognitive | 5 | 1,382 | .24 | .31 | .13 | [.14, .47] | [.14, .47] | |||
| Combined | 6 | 3,432 | .33 | .37 | .16 | [.21, .54] | [.15, .60] | |||
| Knowledge hiding | – | – | –.15 [–.21, –.03] | |||||||
| Cognitive | 2 | 711 | .23 | .27 | .02 | [.09, .45] | [.27, .27] | |||
| Combined | 10 | 3,208 | .37 | .42 | .16 | [.30, .54] | [.21, .63] | |||
| Proactive skill development | – | – | –.04 [–0.59, 0.69] | |||||||
| Cognitive | 3 | 1,302 | –.05 | –.07 | .49 | [–1.29, 1.15] | [–.99, .85] | |||
| Combined | 8 | 7 622 | –.09 | –.11 | .04 | [–0.15, –0.08] | [–.14, –.09] | |||
| Actual turnover | ||||||||||
| Affective | 2 | 585 | .07 | .08 | .08 | [–.65, .82] | [–.05, .22] | –.13 [–.47, .22] | – | – |
| Combined | 5 | 1,367 | .17 | .21 | .27 | [–.12, .54] | [–.19, .61] | |||
[i] Note: k = number of studies contributing to meta-analysis; N = total sample size; = mean observed correlation; = mean true-score correlation; SDrc = observed standard deviation of corrected correlations (rc); CI = confidence interval around ; CR = credibility interval around . Correlations corrected individually. Bold coefficients denote significant differences between sub-groups. Aff = Affective; Cogn = Cognitive; Comb = Combined.
Table 5
Results summary table.
| OUTCOME | MAIN EFFECTS | MODERATOR EFFECTS | |
|---|---|---|---|
| DESIGN | MEASURE | ||
| Career-related attitudes | |||
| Career commitment | –.16 | ||
| Career satisfaction | –.61 | Cross-sectional stronger than Longitudinal | Cognitive stronger than Affective and Combined |
| Occupational turnover intention | .30 | Cross-sectional stronger than Longitudinal | |
| Organizational turnover intention | .39 | Cross-sectional stronger than Longitudinal | Cognitive stronger than Affective and Combined |
| Career opportunities | –.15 | ||
| Willingness to participate in training | –.00 | ||
| Employability | –.16 | Affective stronger than Cognitive and Combined | |
| Career-related behaviors | |||
| Job search behaviors | .31 | ||
| Knowledge hiding | .39 | Cognitive weaker than Combined | |
| Knowledge sharing | .07 | ||
| Career planning | –.11 | ||
| Networking behavior | –.11 | ||
| Proactive skill development | –.11 | ||
| Actual turnover | .15 | ||
