Relationships between frequency of use of career management practices and employee attitudes, intention to turnover, and job search behavior.
Schnake, Mel E. ; Williams, Robert J. ; William, Fredenberger 等
ABSTRACT
A questionnaire measuring the frequency in which employees used
various career management practices, as well as employee attitudes and
behaviors was administered to employees in divisions of a southern
state's government departments of revenue, auditing and education.
Results show that frequency of use of career management practices was
positively related to job satisfaction and organizational commitment,
and negatively related to perceived job stress and job insecurity.
Further frequency of use of career management practices was
significantly and inversely associated with turnover preparation
activities.
INTRODUCTION
There is substantial evidence of a link between human resource
management practices and important work related outcomes such as
employee attitudes and behavior and firm financial performance. However,
one set of human resource management practices has not been fully
examined in this line of research. Few organizational career management
practices (e.g., career counseling, training, mentoring, career paths,
career planning workshops) have been examined for their relationships
with employee attitudes and behaviors (Eby, Allen & Brinley, in
press).
Researchers have linked a number of human resource management
practices to employee attitudes and behaviors, as well as to
organizational performance (Boudreau, 1991; Jones & Write, 1992;
Huselid, 1995; Collins & Clark, 2003; Barte, 2004). Human resource
management practices may improve organizational performance through
employee attitudes and behaviors by providing a qualified pool of
applicants, improving employee knowledge and skills, increasing employee
motivation and organizational commitment, and reducing employee
absenteeism and turnover. Jackson and Schuler (1995) argue that human
resource management practices are one means to develop and sustain a
firm's competitive advantage.
A number of studies have found HR practices (e.g., training,
performance appraisal, compensation, and incentives) are connected to
various employee attitudes and behaviors and to organizational
performance. Olgilvie (1987) produced evidence that employee perceptions
of the organization's human resource practices were correlated to
organizational commitment. Kinicki, Carson and Bohlander's (1992)
results suggest that employee perceptions of their organization's
human resource management practices (e.g., employee training,
advancement opportunities, and hiring qualified employees) were
positively correlated with several employee attitudes including job
satisfaction, pride in working for the company, and attitude toward
providing good customer service).
Lambert (2000) found the perceived utility of work-life benefits
was positively correlated to organizational citizenship behavior.
Huselid (1995) produced evidence that combinations of human resource
management practices (called "HR bundles") were positively
associated with lower employee turnover, greater productivity, and
higher firm financial performance. Terpstra and Rozelle (1993) produced
a positive relationship between the extensiveness of recruiting,
selection test validation, and the use of formal selection procedures
and organizational profitability. A similar positive link was found by
Russell, Terborg and Powers (1985) between employee training programs
and firm profitability.
Firm profitability has also been linked to the use of formal
performance appraisal systems (Borman, 1991), and to linking performance
appraisals with compensation (Gerhart & Milkovich, 1992). More
recently, Bartel (2004) produced evidence in retail banking firms that
employee satisfaction with the quality of performance evaluation,
feedback, and recognition were all positively related to branch bank
performance.
Career management is defined as "the process by which
individuals develop insight into themselves and their environment,
formulate career goals and strategies, and acquire feedback regarding
career progress" (Greenhaus, Callahan & Godshalk, 2000, pp.
423-424). Career management practices are aimed at helping employees
develop new skills or improve old ones, make sound job and career
choices, and prepare them for higher levels of responsibility within the
organization (Greenhaus, et al., 2000). Career management practices may
also communicate to employees that the organization values employee
contributions and is interested in helping them succeed.
Sturges, Guest, Conway and Davey (2002), in a longitudinal study of
employees early in their careers found that high organizational
commitment was related to the extent to which employees reported
receiving organizational career management help, both formal (e.g.,
being taught things they needed to know, being given a personal
development plan) and informal help (e.g., being given career advice,
being introduced to people who might help their career development). Low
organizational commitment was correlated with career management
activities aimed at furthering their career outside their current
employer.
Eby, Allen and Brinley (2002) examined relationships between career
management practices and career rated attitudes. A factor analysis of a
list of sixteen career management practices (coded 0 = not provided, 1 =
provided) resulted in five career management "bundles," which
were labeled "Skill Assessment/Self Exploration," "Skill
Development/Future Planning," "Information Services,"
"Formal External Training," and "Formal Internal
Training." After controlling for organization size, industry and
type of organization, Skill Development/Future Planning and Information
Services was positively correlated, and External Training was negatively
correlated, to satisfaction with promotions. Skill Development/Future
Planning was negatively related to "job content plateauing"
(i.e., job skills will become routine for the employee in the future).
Finally, Formal External Training was positively associated with job
content plateauing.
Eby, Allen & Brimley (in press) provide evidence that career
management practices that focus on future strategic planning within the
organization (e.g., succession planning, outplacement) were connected to
greater satisfaction with the promotion process and lower perceptions of
job content plateauing. Thus, career management practices may influence
many of the same employee attitudes and behaviors as do more general
human resource management practices.
THEORETICAL BASE
Eby, Allen and Brimley (in press) suggest two theories which
explain how career management practices affect employee attitudes and
behaviors. Pfeffer's (1981) theory of symbolic action suggests that
organizational practices can influence employee attitudes and behaviors
through the messages they send to employees. Organizations that provide
discretionary programs, such as career development programs, for
employees may be interpreted by employees that the organization values
their contributions and is concerned for their welfare.
Social exchange theory (Blau, 1964) also provides a partial
explanation for how career management programs may affect employee
attitudes and behaviors. Social exchange theory suggests that when one
party provides a benefit to a second party, a sense of obligation is
created which requires the recipient to reciprocate the benefit. Since
career management practices are discretionary, employees may feel an
obligation to reciprocate the organization for these benefits. This
sense of obligation may translate into improved attitudes and behaviors.
Previous studies have assessed the relationships between employee
attitudes and behaviors and the presence of career management practices.
However, the mere presence of a career management practice may not exert
as much effect on employee attitudes and behaviors as the
employees' actual use of these career management programs. The
purpose of this research is to extend our understanding of the
relationship between career management practices and employee attitudes
and behavior by assessing relationships between the frequency with which
employees have used these practices in the previous 12 months, and their
job satisfaction, organizational commitment, perceived job stress, job
security, intention to turnover, and actual job search behaviors.
Previous research has linked the availability of career management
practices to job satisfaction (Eby, Allen & Brinley, 2002; in
press), and organizational commitment (Sturges, Guest, Conway &
Davey, 2002). We expect to find a similar pattern of relationships
between the frequency of use of career management practices and these
employee attitudes and behaviors. Other research has linked more general
HRM practices with voluntary turnover (Shaw, Delery, Jenkins &
Gupta, 1998; Terpstra & Rozelle, 1993) and organizational
citizenship behavior (Lambert, 2000). While turnover intentions have
long been related to actual turnover, there is substantial decay between
turnover intent and actual turnover behavior. Therefore, we also
included a measure of a more direct form of turnover behavior, frequency
of job search behaviors (e.g., sending resume to a potential employer).
In addition, we expect the use of career management practices to be
associated with lower perceived stress and increased job security.
Organizations which provide these voluntary programs for employees may
be perceived as being less likely to lay off employees in whom
they've made such an investment. Thus, symbolic action theory may
be used to provide a rationale for including perceived stress and job
security.
Several control variables were also included in the analysis. Since
larger organizations may have greater resources to provide a more
extensive array of career management practices, organizational size
(total number of employees) will be included as a control variable.
Employee age is also likely to be related to job satisfaction, as
employees generally rise in the organization and receive greater rewards
over time. Eby, Casper, Lockwood, Bordeaux & Brinley (2004) suggest
that women may not be able to benefit as much as men from career
management programs due to greater non-work demands. Thus, gender was
also included as a control variable.
METHOD
Questionnaires were administered by managers within the
state's central offices of the auditing department, revenue
department, and department of education of a southern state government.
Managers sent an email approximately a week in advance of questionnaire
administration, advising the employees that a questionnaire assessing
the departments "human resources practices" would be
forthcoming. Approximately one week later, questionnaires were
distributed to employees through each department's internal mail
system. Questionnaires were returned to managers in the same manner. A
highlighted sentence at the top of the questionnaire instructed
respondents to not identify themselves in any way, and guaranteed their
anonymity.
The average age of respondents was 36.61 years, and 67.6% were
female. Average organizational tenure for the sample was 6.99 years, 70%
were Caucasion, 22.2% were African American, and 5.2% were Hispanic.
Thirty-three percent of the respondents had completed high school, 28.7%
had one to two years of college, 29.4% had a bachelor's degree, and
5.8% had completed college work beyond a bachelor's degree.
The first section of the questionnaire asked respondents to rate
the frequency they used 16 career management practices identified by
Eby, Allen & Brinley (2002) within the last 12 months. Scale
responses were 1 for never to 5 for regularly. The second section of the
questionnaire contained a four-item job satisfaction questionnaire
(e.g., "Generally speaking, I am very satisfied with this
job," and "All things considered, I am quite happy with this
job."), a five-item job stress questionnaire (e.g., "I work
under a great deal of stress in this job," and "This job
causes me to feel a lot of stress.:), and a four-item job security scale
(e.g., "I am worried about my overall job security," and
"I am concerned about losing my job.").
The third section of the questionnaire contained a 14 item
organizational citizenship behavior (OCB) scale (e.g., "Helps
others who have been absent," "Takes underserved breaks,"
and "Complains about insignificant things at work."). Most of
these items came from the Fahr, Podsakoff and Organ (1990) OCB
questionnaire.
The fourth section of the questionnaire contained nine items which
measure affective organizational commitment (e.g., "I find that my
values and the organization's values are very similar,"
"I really care about the fate of this organization," and
"I am proud to tell others that I am part of this
organization."), and 15 items which tap intention to turnover
(e.g., "I am actively seeking an alternative job," "I
often think about quitting my job," and "I am constantly
searching for a better job.").
The fifth section of the questionnaire contained 13 items which
tapped specific job search or turnover preparation behaviors (e.g.,
"I prepared/revised my resume," "I filled out a job
application," and "I have sent my resume to potential
employers."). Finally, typical demographic information (age,
gender, educational level, and organization size) were collected. Gender
was dummy coded (0 = male, 1 = female) for statistical analysis
purposes.
Due to organizational limitations, all measures were collected at a
single point in time. Thus, common method variance is a potential issue
in interpreting the results (Podsakoff & Organ, 1986). Common method
variance stems from a number of sources, including common sources and
raters, implicit theories, social desirability, test item ambiguity,
scale format, and item priming effects (Podsakoff, MacKenzie, Lee &
Podsakoff, 2003). Researchers disagree about the magnitude of the
problem and the method of resolving it (Avolio, Yammarino & Bass,
1991; Kline, Sulsky & Rever-Moriyama, 2000; Lindell & Whitney,
2001).
The most common approach to assessing the magnitude of common
method variance is Harmon's single-factor test, in which
researchers load all the variables in their study into an exploratory
factor analysis and examine the unrotated factor solution to determine
the number of factors required to account for the variance in the
variables (Anderson & Bateman, 1997). The underlying assumption is
that if a substantial degree of common method variance exists, then (1)
a single general factor will account for the majority of the variance,
or (2) a single factor will emerge. The results of the Harmon Single
Factor Test on the present study data revealed that the first factor
explained only 27.25% of the variance. Sixteen factors had an eigenvalue greater than 1.0, and the cumulative variance explained by the sixteen
factors was 79.71%.
A further, more traditional exploratory factor analysis was also
performed on the data. The scale which asked respondents to rate the
frequency with which they used career management practices was factor
analyzed with each of the outcome scales in separate factor analyses.
Traditional acceptable sample size to number of scale item ratios call
for ratios of 10 to 1, or even 5 to 1. The sample size would not support
including all outcome scales in a single factor analysis. Principal
components extraction and varimax rotations were employed. Each outcome
scale resulted in two factors (career management practice frequency and
an outcome variable) and displayed relatively clean factor patterns
after the varimax rotation. Thus, while there may be some level of
common method variance in the data, there is evidence that it may not be
substantial (Schriesheim, 1979). The Harmon single factor test showed
that the first factor explained only 27.25% of the variance. In
contrast, after sixteen factors were extracted, they explained 79.71% of
the variance. In addition, based on the traditional exploratory factor
analysis with varimax rotation, respondents clearly distinguished
between the various scales and their ratings of the frequency in which
they used career management practices.
In addition, several scale design techniques suggested by Podsakoff
and Organ (1986) and Podsakoff, et al. (2003) were employed which may
serve to reduce common method variance. We guaranteed respondent anonymity in the introduction to the questionnaire and reminded
respondents that they were not being asked for any identifying
information. The section that asked respondents to rate the frequency in
which they used each technique appeared in the first section of the
questionnaire and was clearly separated from the remaining sections.
Each of the following sections had a separate instruction section which
prepared the respondent for the nature of the questions which would
appear in that section. This may serve to break the respondents'
thought patterns from the subject of the previous section and focus
their attention on the questions in the subsequent section.
Finally, Podsakoff, MacKenzie, Lee and Podsakoff (2003) and Cote
and Buckly (1987) suggest that the extent of common method variance
depends on the type of construct being measured. It may be particularly
troublesome in single source studies which relate attitudes to
attitudes, or attitudes to self-report personality, or attitudes and
ratings of supervisor behaviors such as leadership effectiveness. We
might, however, expect somewhat less common method variance between
employee attitude measures and a simple report of the frequency in which
they used a particular career management practice offered by their
organization.
RESULTS
Scale characteristics, reliability estimates, and a correlation
matrix appear in Table 1. All reliability estimates exceeded traditional
standards.
An exploratory factor analysis of the career management practices
scale did not support the use of "career bundles" as suggested
by Eby, Allen and Brinley (in press). While three factors with
eigenvalues greater than 1.0 emerged, the resulting factor structures
were not interpretable and there were several items with cross-loadings.
Most items either loaded on the first general factor, or split loaded.
Therefore, a single, overall measure of frequency of career management
practices use was used in the subsequent analysis. Responses to the 16
item career management practices scale were averaged for analysis.
The results of the regression analysis of the frequency of use of
career management practices on employee attitudes and perceptions appear
in Table 2. After controlling for the effects of age, gender, and
organizational size, career management practices use frequency was
significantly and positively correlated to job satisfaction and
organizational commitment, and inversely correlated to job stress and
job insecurity. Of the control variables, only gender was significantly
and positively related to organizational commitment. Females reported
higher organizational commitment than males.
The results of the regression analysis of the frequency of use of
career management practices on OCB, turnover intent and job search are
presented in Table 3. After controlling for the effects of age, gender,
and organization size, the frequency of use of career management
practices did not significantly contribute to explained variance in OCB.
Only gender was significantly related to OCB, with females reporting
higher levels of OCB than males.
Both age and gender were significantly and inversely associated
with turnover intention. Females and older employees more frequently
report lower levels of intention to turnover. Career management practice
use did not contribute significantly to explained variance in turnover
intent. Age was significantly and inversely related to turnover
preparation, with older employees less likely to engage in turnover
preparation behaviors. After controlling for the effects of age, gender,
and organizational size, frequency of career management practices use
was significantly and inversely related to turnover preparation.
DISCUSSION
Recent research has shown "bundles" of career management
practices to be connected to career related attitudes such as
satisfaction with promotions (Eby, Allen & Brinley, in press).
However, these bundles were created based on a factor analysis of
whether a particular career management practice was offered by the
organization. While useful, a different perspective is whether the
employees themselves actually use the career management programs being
offered. The purpose of the present research is to examine the frequency
in which employees actually used specific career management programs
offered by their organizations in relation to work-related attitudes and
behaviors or behavioral intentions.
The results suggest that, after controlling for employee age and
gender and organizational size, frequency of use of career management
practices was positively correlated to job satisfaction and
organizational commitment, and inversely associated with perceived
stress and job insecurity. Further, after controlling for employee age
and gender and organizational size, the frequency of use of career
management practices was inversely related to turnover preparation
activities. No significant relationships were observed between the
frequency of use of career management practices and organizational
citizenship behavior or turnover intentions. It is interesting that use
of career management practices would be significantly correlated with
turnover preparation but not turnover intentions.
A limitation of the study is the possibility of common method
variance. Harmon's single factor test suggests that the common
method variance effects on the data may not be substantial, but the
results must be interpreted in light of the possibility of such
influence.
Future researchers may wish to consider three approaches to
assessing the effects of career management practices on employee
attitudes and behaviors. Eby, Allen and Brinley (in press) have provided
evidence that the extent to which career management practices are
offered by their employer affects employee career-related attitudes.
Additional research along this line is needed to assess the effects on
employee behaviors and behavioral intentions.
A second approach is to continue the line of the present research
in examining the frequency in which employees actually use career
management practices and the resulting impact on employee attitudes and
behaviors/intentions. Researchers might be able to more objectively
measure frequency by asking HR departments to record how often employees
report to their offices to engage in some of these activities.
A third approach is to examine employee perceptions of the quality
or usefulness of the various career management practices offered by
their organizations and the result of these perceptions on employee
attitudes and behaviors. While research on the effects of career
management practices is in its early stages, there is growing evidence
that these practices are related to important employee attitudes and
behavioral intentions.
REFERENCES
Anderson, L.M. & T.S. Bateman (1997) Cynicism in the workplace:
Some causes and effects. Journal of Organizational Behavior, 18:
449-469.
Avolio, B.J., F.J. Yammarino & B.M. Bass (1991) Identifying
common methods variance with data collected from a single source: An
unresolved sticky issue. Journal of Management, 17(3): 571-587.
Bartel, A.P. (2004) Human resource management and organizational
performance: Evidence from retail banking. Industrial and Labor
Relations Review, 57: 181-??.
Blau, P.M. (1964) Exchange and power in social life. New York:
Wiley.
Boudreau, J.W. (1991) Handbook of industrial and organizational
psychology, 2nd edition, volume 2. Palo Alto: CA Consulting
Psychologists Press, 271-326
Collins, C.J. & K.D. Clark (2003) Strategic human resource
practices, top management team social networks, and firm performance:
The role of human resource practices in creating organizational
competitive advantage. Academy of Management Journal, 46: 740-??.
Eby, L.T., T.D. Allen & A. Brinley (2002) The relationship
between career management practices and career-related attitudes: A
symbolic action perspective. Proceedings, Southern Management
Association.
Eby, L.T., T.D. Allen & A Brinley (in press) A cross-level
investigation of the relationship between career management practices
and career-related attitudes. Group and Organization Management.
Eby, L.T., W. Casper, A. Lockwood, C. Bordeaux & A. Brinley (in
press) A twenty year retrospective on work and family research in IO/OB
journals: A review of the literature. [Monograph] Journal of Vocational
Behavior.
Fahr, J.L., P.M. Podsakoff & D.W. Organ (1990) Accounting for
organizational citizenship behavior: Leader fairness and task scope
versus satisfaction. Journal of Management, 16(4): 705-721.
Gerhart, B. & G.T. Milkovich (1992) Employee compensation:
Research and practice. In M.D. Dunnette & L.M. Hough (eds.) Handbook
of industrial and organizational psychology, volume 3, Palow Alto, CA:
Consulting Psychologists Press, 481-569.
Greenaus, J.H., G.A. Callahan & V.M. Godshalk (2000) Career
management. Fort Worth: Dryden Press.
Huselid, M.A. (1995) The impact of human resource management
practices on turnover, productivity, and corporate financial
performance. Academy of Management Journal, 38: 635-672.
Jackson, S.E. & R.S. Schuler (1995) Understanding human
resource management in the context of organizations and their
environment. In J.T. Spence, J.M. Darlye & D.J. Foss (Eds.) Annual
Review of Psychology, volume 46, Palo Alto, CA: Annual Reviews, Inc.,
237-264.
Jones, G.R. & P.M. Wright (1992) An economic approach to
conceptualizing the utility of human resource management practices. In
K. Rowland & G. Ferris (Eds.) Research in personnel and human
resources management, volume 10, Greenwich, CT: JAI Press, 271-299.
Kinicki, A.J., K.P. Carson & G.W. Bohlander, (1992)
Relationship between an organization's actual human resource
efforts and employee attitudes. Group and Organization Management, 17:
135-152.
Kline, T.J.B., L.M. Sulsky, & S.D. Rever-Moriyama (2000) Common
method variance and specification errors: A practical approach to
detection. The Journal of Psychology, 134(4): 401-421.
Lambert, S.J. (2000) Added benefits: The link between work-life
benefits and organizational citizenship behavior. Academy of Management
Journal, 43: 801-815.
Lindell, M.K. & D.J. Whitney (2001) Accounting for common
method variance in cross-sectional research designs. Journal of Applied
Psychology, 86(1): 114-121.
Ogilvie, J.R. (1987) The role of human resource management
practices in predicting organizational commitment. Group and
Organization Studies, 11: 335-359.
Pfeffer, J. (1981) Management as symbolic action: The creation and
maintenance of organizational paradigms. Research in organizational
behavior, 3: 1-52.
Podsakoff, P.M. & D.W. Organ (1986) Self reports in
organizational research: Problems and prospects. Journal of Management,
12(4): 531-544.
Podsakoff, P.M., S.B. MacKenzie, J.Y. Lee & N.P. Podsakoff
(2003) Common method biases in behavioral research: A critical review of
the literature and recommended remedies. Journal of Applied Psychology,
88(5): 879-903.
Russell, J.S., J.R. Terborg & M.I. Powers (1985) Organizational
performances and organizational level training and support. Personnel
Psychology, 38: 849-863.
Schriesheim, C.A. (1979) The similarity of individual-directed and
group-directed leader behavior descriptions. Academy of Management
Journal, 22: 345-355.
Shaw, J.D., J.E. Delery, G.D. Jenkins & N. Gupta (1998) An
organization-level analysis of voluntary and involuntary turnover.
Academy of Management Journal, 41: 511-525.
Sturges, J., D. Guest, N. Conway & K.M. Davey (2002) A
longitudinal study of the relationship between career management and
organizational commitment among graduates in the first ten years at
work. Journal of Organizational Behavior, 23(6):
Terpstra, D.E. & E.J. Rozell (1993) The relationship of
staffing practices to organizational level measures of performance.
Personnel Psychology, 46: 27-48.
Mel E. Schnake, Valdosta State University
Robert J. Williams, Valdosta State University
William Fredenberger, Valdosta State University
Table 1: Scale Characteristics, Reliability Estimates and
Correlation Matrix
Mean SD 1 2
CMPU 1.97 .79 .95 .46 **
JS 3.26 .78 .91
JI 1.93 .68
JS 2.21 .80
OC 3.39 .69
OCB 3.46 .49
ITO 2.38 .48
TOP 1.66 .48
G na na
Age 36.61 9.74
OS 669 1050
3 4 5 6
CMPU -.30 ** -.27 ** .32 ** .17
JS -.47 ** -.55 ** .74 ** .42 **
JI .92 .66 ** -.39 ** -.18
JS .92 -.41 ** -.25 *
OC .93 .66 **
OCB .78
ITO
TOP
G
Age
OS
7 8 9 10 11
CMPU -.18 -.38 ** .16 .15 .05
JS -.40 ** -.18 .18 .22 * .04
JI .34 ** .28 ** -.02 -.14 -.04
JS .50 ** .33 ** -.15 -.15 -.03
OC -.46 ** -.19 -.32 ** .21 * -.02
OCB -.23 * -.17 .41 ** .13 -.09
ITO .84 .47 ** -.28 ** -.31** -.10
TOP .91 -.14 -.37** -.09
G na .10 -.04
Age na .00
OS na
* p < .05 ** p < .01 n = 135
Legend: CMPU: Career Management Practice Use
JI: Job Insecurity
OC: Organizational Commitment
TOP: TO Preparation
AGE: age
JS: Job Satisfaction
JS: Job Stress
ITO: Intent to TO
G: Gender
OS: Organization Size
Table 2: Results of Regression Analysis of Career Management Practices
on Employee Attitudes and Perceptions
[R.sup.2] Values
JobSat JobStress
Step 1: Control Variables .972 .041
Step 2: Career Management Practice Use .241 ** .093 *
Beta Coefficients of Dependent Variables
Control Variables JobSat JobStress
Age .20 -.11
Gender .16 -.10
Organization Size .01 -.00
Independent Variable
Career Management Practice Use .42 ** -.24 *
[R.sup.2] Values
JobInSecure Org Commit
Step 1: Control Variables .021 .136 **
Step 2: Career Management Practice Use .100 * .201 **
Beta Coefficients of Dependent Variables
Control Variables JobInsecure Org Commit
Age -.11 .16
Gender .04 .26 **
Organization Size .01 -.03
Independent Variable
Career Management Practice Use -.29 ** .26 **
* p < .05 ** p < .01 n = 135
Table 3: Results of Regression Analysis of Career Management
Practices on OCB, Employee Turnover Intentions and Turnover
Preparations
[R.sup.2] Values
TO TO
OCB Intent Preparation
Step 1: Control Variables .177 ** .163 ** .143 **
Step 2: Career Management .199 ** .172 ** .243 **
Practices Use
Beta Coefficients of Dependent Variables
TO TO
Control Variables OCB Intent Preparation
Age .08 -.25 * -.31 **
Gender .36 ** -.25 * -.05
Organization Size -.07 -.07 -.01
Independent Variable
Career Management Practice Use .15 -.10 -.32 **
* p < .05 ** p < .01 n = 135