Passionate Way to Creativity through the Power of Job Crafting and
Sense of Calling
ASEP GUNAWAN
Department of Management, Universitas Muhammadiyah Cirebon
Department of Management, Universitas Jenderal Soedirman, Purwokerto (doctor candidate).
Profesor DR. HR Boenyamin Street, Purwokerto, INDONESIA
WIWIEK RABIATUL ADAWIYAH
Department of Management, Universitas Jenderal Soedirman Purwokerto,
Profesor DR. HR Boenyamin Street, Purwokerto, INDONESIA
RATNO PURNOMO
Department of Management, Universitas Jenderal Soedirman, Purwokerto,
Profesor DR. HR Boenyamin Street, Purwokerto, INDONESIA
Abstract. Creative employees are treasured assets for organizations to remain competitive in the market.
However, we still know little about how to encourage employee creativity in an organization. Taking a
motivational perspective, this study aims to examine the direct relationship between job crafting and creativity
and the indirect relationship through sense of calling. We collected information from 359 Indonesian tour
guides, then we analyzed it using WarpPLS 4. The results of the study revealed that job crafting was positively
related to employee creativity. In addition, it shows that the sense of calling sense of calling is able to become a
connecting bridge in efforts to increase employee creativity.
Key-Words: Job crafting; a sense of calling; creativity
Received: April 19, 2021. Revised: March 2, 2022. Accepted: April 3, 2022. Published: April 28, 2022.
1 Introduction
Due to the increasing complexity and flexibility of
today's jobs, workers must be creative in order to
cope adequately with the tension. Organizations
currently use creativity as a primary criterion to
assess employees' work performance [1] since
creative employees are treasured assets for
organizations to remain competitive in the market
[2]. Every organization in the tourism industry faces
turbulent changes in its environment because of
globalization. The sector experiences rapid
consumer preferences changes followed by shorter
service and product life cycles [3]. These changes
highlight new, increasingly complex competition
requirements [4], forcing every business sector to
compete in the market. The current rapidly changing
situation faced by society occurred due to the
COVID-19 outbreak, which resulted in the
government travel restrictions policy, lockdowns,
social distancing, school closings, and the
prohibition of public events.
These regulations are in place to keep the
COVID-19 virus from spreading. However, it
instills worry and apprehension in the population
about a possible epidemic [5]. The prevailing
environment has a terrible impact on the tourism
industry [6]. In addition to delivering a pleasant and
unforgettable experience for every tourist, tourism
practitioners must also provide trustworthy health
facilities for tourists by following the government's
health regulations in order to reduce tourists’
anxiety [7].
Tour guides are responsible for delivering
tremendous service to customers. Hence their
creativity is essential to come up with appropriate
solutions when a problem occurs. Creativity is
generally defined as producing all kinds of new
things helpful in solving a problem [8]. A creative
tour leader can create a pleasant atmosphere for all
group members during the journey to provide a
memorable experience. Moreover, tour guides are
compelled to act within the available resources
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while serving the customers. They must correspond
to the guest's needs and the organization's policies
and regulations. Tour guides are obliged to find the
solution to various problems encountered in the
field, adapt to changing conditions, and anticipate
new challenges proactively. This behavior is an
indicator of creative capacities, and for this reason,
the creativity of the tour guides is the prerequisite of
success in the traveling business [9].
Recently, there has been a proliferation of
interest in creativity in the tourism industry. For
example, a well established strand of research on
creativity have examined the link between creativity
and shared leadership [10], proactive personality
and employee creativity [11], social capital and
creativity in Taiwan and China [12], and
organizational support to creativity [13]. Despite the
substantial attempts, no research has examined the
relationship between job crafting and creativity in
the tourism industry, especially among tour guides.
Therefore, this study enhances theory in the field by
examining the relationship between job crafting and
tour guide creativity in Indonesia.
Job crafting is a proactive action of an employee
to change, shape and redefine his job [14]. Job
crafting has great substance in the fulfillment of
self-interest to create a comfortable working
environment. A sense of comfort at work does
promptly occur but must be endeavored. For
example, when an employee first enters a job, new
employees are generally presented with a job
description that details the duties and
responsibilities that need to be done. The job
description becomes a guideline for employees at
work. However, as time goes by, the workers might
develop an inner contradiction between personal and
organizational goals, which leads to a distressing
situation.
Therefore, to obtain comfort at work, some
employees customize their job. Some researchers
found a positive and significant relationship
between task crafting and creativity, increased
challenges with creativity [15], [16]. Other results
indicate a positive relationship between increased
resources and creative performance [17].
Subsequently, research at the team level found a
positive relationship between team job crafting and
team creativity [18]. The last researchers found an
indirect impact between proactive personality and
creative performance through job crafting [19].
Furthermore, different results are shown by research
conducted [17], which found a negative and
insignificant indirect relationship between job
crafting and creativity. Therefore, we propose a
sense of calling to bridge the gap for inconsistent
findings on the relationship between job crafting and
creativity.
In the context of work, calling is understood as a
meaningful and continuous experience that drives
individuals to passionately perform their jobs
without expecting a material reward in exchange
[20]. For example, their willingness to make a
sacrifice for the sake of that work. Past research
created a construct calling as a mediator [21], which
examines the relationship between perceived
organizational support and creativity. Both studies
show that calling is capable of being a mediator.
The previous theories and studies suggest the
relationship between job crating, sense of calling,
and creativity. First, there are still limited works of
literature exploring the relationship between these
three constructs. Second, limited research in the
tourism industry. Third, Indonesia has great tourism
potential, especially tour guides; however, related
research is still relatively rare.
2 Literature review and Hypothesis
Development
2.1 Job Crafting & Creativity
The concept of job crafting is defined as a form of
employee behavior that proactively makes minor
modifications in their work scope and boundaries
[14]. Task crafting occurs when employees change
the form, size, and tasks that they are carrying.
Meanwhile, changes in the context with whom and
how often he interacts with other people can be
categorized into relational crafting [22]. Employees'
ability to change their view of their work is known
as cognitive crafting [14]. They can reframe the
goals of certain aspects of the job concerning the
work as a whole [22].
Previous researchers embed job crafting from
Job Demand Resource, which consists of seeking
demands/challenges, decreasing demands, or
seeking resources [23]. This proactive behavior is
used by employees when they feel that a change is
needed [24]. Job crafting ideas can increase person-
job fit by adjusting job demands with personal needs
and abilities [23]. Employees involved in job
crafting tend to feel aligned with their work, are
satisfied, highly committed to their organization,
and show better performance [25] [26].
Past researchers found a positive and significant
relationship between task crafting, creativity, and
increased challenges with creativity [27], seeking
resources, and creative performance [17], and also
between job crafting and employee creative
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performance [28]. A positive relationship between
team job crafting and team creativity is also proven
[29].
2.2 Job Crafting and Sense of Calling
Employees who feel that work is a calling have a
high ability to adapt to their environment, a form of
response when facing obstacles in doing job
modifications [30]. The feature is proactive behavior
by aligning tasks, cognitive, and relations with his
needs and interests as a means of getting meaning in
the workplace [14]. Previous research has found job
crating contribution to the process of understanding
calling [31].
2.3 Sense of Calling and Creativity
The dimensions of presence-purposeful work &
search-purposeful work are two dimensions that are
relatively important in the construct of calling [32].
This dimension describes the job as part of their life
goals [33]. Therefore, employees who have a goal
orientation can engage in certain behaviors to cope
with specific situations. It is believed to have a
positive relationship with employee creativity.
2.4 Sense of Calling as a Mediator
The concept of the sense of calling is interpreted as
a feeling of happiness when employees see that
other people are satisfied with their help and the
feeling of earning the meaning of life when they can
contribute to society. Thus, the sense of calling can
be a source of motivation for someone to work [32],
encouraging high morale without expecting material
rewards [20].
Although the calling construct and its potential
have considerable benefits for individuals [34], this
research is still relatively new [20]. It is argued that
employees who have a high sense of calling towards
their work show lower levels of absenteeism, higher
job satisfaction and organizational commitment
[33], and have a higher level of life satisfaction [35].
Although a sense of calling is a construct that is
well known to employees, not everyone considers
their job as calling. Some research results show that
only 30% to 50% of participants in a study feel that
they have a calling [36], and other research shows
that calling can mediate between POS and creativity
[21].
Based on the above argument, this study
proposed the following hypothesis:
Hypothesis 1: Job crafting positively relates to the
employee's creativity.
Hypothesis 2: Job crafting has a positive relation to
the sense of calling.
Hypothesis 3: A sense of a calling has a positive
relation to an employee’s creativity
Hypothesis 4: The sense of calling can mediate the
relationship between job crafting and employee
creativity.
Fig. 1: Research model
3 Methodology
3.1 Participants and Procedures
Participants were recruited through the Indonesian
Tour Guide Association. They encouraged their
colleagues to participate in this survey activity. The
participants were asked to fill out an online
questionnaire using a google form sent through the
WhatsApp chat of tour guide communities in West
Java. Respondents who participated in this study
came from 22 cities and districts in West Java
province. We obtained 359 correctly filled
questionnaires, yielding an overall response rate of
approximately 95.48%.
Based on the job position, the respondents'
composition is tourist guide (271) or 75.49% and
tour leader (88) or 24.51%. Some of them work as
freelancers, but some are tour & travel companies.
Respondents are dominated by male, with a total
number of 293 or 81.62%, the rest are female,
totaling 66 people or 18.38%. Most tour guides aged
between 21-30 years for a total of 230 people or
64.07%. The working periods vary, with a range of
less than one year to over 20 years, and the most
significant component is in the working group with
a working period between 1-5 years totaling 239
people or 66.57%. The education levels are
dominated by high school and undergraduate, with
the proportion as 123 and 121 people, 34.26% and
33.70%.
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Table 1. Demographic profile
Frequency
Percentage
(%)
Gender
Male
293
81.6
Female
66
18.38
Education level
High school or
equivalent
123
34.26
Diploma
107
29.81
Undergraduate
121
33.70
Postgraduate
8
2.23
Tenure
< 1 year
48
13.37
1 - 5 year
239
66.57
6 - 10 year
50
13.93
11 - 15 year
11
3.06
16 - 20 year
10
2.79
> 20 year
1
0.28
Age
< 20 year
23
6.40
20 - 30 year
230
64.07
31 - 40 year
69
19.22
41 - 50 year
35
9.75
> 50 year
2
0.56
Source: own processing
3.2 Measurement
As respondents’ native language was Indonesian,
each measuring scale was translated by a
professional translator. To validate the translation,
we utilized the back translation method [37] with
five-point Likert-type scale of measurement ranging
from one (strongly disagree) to five (strongly agree).
Job crafting is measured using 30 items [38]. A
sample item is "I try to enhance my tour-leading
skill." Cronbach's alpha for this scale was 0.908;
Sense of calling, used an eight-item from the two
subscales (i.e., presence-purposeful work & search-
purposeful work) of the sense of calling scale
developed by [39] and rating by the employee. A
sample item is “My work helps me live out my life’s
purpose.” Cronbach's alpha for this scale was 0.878;
Creativity, used a thirteen-item scale adapted from
[40]. Example item “Suggests new ways to achieve
goals or objectives." Cronbach's alpha for this scale
was 0.850 (see: Table 2)
4 Result
4.1 Reliability Measurement
The data collection instrument used in this study was a
questionnaire. Therefore, in order to get good results, an
accurate questionnaire is needed. Reliability and validity
are two ways commonly used by researchers to measure
the accuracy of the questionnaire.
The first step, measuring reliability using the
WarpPLS4 application. The results are described in table
2.
Table 2. Reliability Test
Cronbach’s alpha
coefficients
Job Crafting
0,956
Job Crafting
0.908
Sense of
Calling
0.906
Sense of
Calling
0.878
Employee
Creativity
0.889
Employee
Creativity
0.850
Source: own processing
Reliability test results show that all constructs have
high reliability. It is indicated by the Composite
Reliability value of all constructs with a value
greater than 0.70 and Cronbach's alpha coefficient
greater than 0.6 [41]. Thus all the data collected by
the construct are reliable.
4.2 Validity Measurement
The second step, measuring validity using the
WarpPLS4 application. The results are described in
table 3.
Table 3. Convergent Validity
Job Crafting
Sense of
Calling
Creativity
R-squared
0.150
0.106
Adj.R-squared
0.147
0.101
Composite
reliab.
0.956
0.906
0.889
Cronbach’s
alpha
0.908
0.878
0.850
Avg.var.extrac.
0.916
0.579
0.573
Full Collin.
VIF
1.146
1.161
1.062
Q-squared
0.149
0.104
Source: own processing
Convergent validity is tested by using Average
Variance Extracted (AVE). The assessment criterion
is that the value of AVE should be higher than 0.5.
The results show that all constructs (job crafting,
0,916; sense of calling, 0.579; creativity, 0.573)
have AVE values greater than 0.5. These results
have shown that the Convergent Validity construct
is good [42], [43].
Table 4. Comparison of the roots of the AVE with
the correlation between variables
Job Crafting
Sense of
Calling
Creativity
Job Crafting
(0.957)
0.339
0.180
Sense of
Calling
0.339
(0.761)
0.212
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Creativity
0.180
0.212
(0.757)
Note: square roots of average variances extracted
(AVEs) shown on diagonal
Source: own processing
The next validity test is to measure the
discriminant validity. The test is done by comparing
the root of the AVE with the correlation between
variables. A good AVE value occurs when the
constructed value is higher than the correlation
between latent variables [42]. The results show that
the AVE root value in the same variable is higher
than the AVE's root value for different variables.
Therefore criteria for the discriminant validity test
have been fulfilled.
After the reliability and validity test, the next
step is to test the model structure. This test is to
determine whether a model matches the data.
4.3 Measurement Model
The evaluation process of the research model is a
confirmatory factor analysis of the endogenous constructs
in the model, the results of the full model analysis can be
explained in the table 5.
Table 5. Model fit and Quality Indices
Quality Indices
Value
Acceptable
Criteria
Supported
Average path
coefficient (APC)
0.255
P<0.001
Not
Average block VIF
(AVIF)
1.308
Ideally ≤
3.3
Yes
Average full
collinearity VIF
(AFVIF)
1.123
Ideally ≤
3.3
Yes
Average R-squared
(ARS)
0.128
P<0.001
Not
Average adjusted R-
squared (AARS)
0.124
P=0.002
Not
Tennenhaus GoF
(GoF)
0.297
Medium ≥
0.25
Yes
Sympson’s paradox
ratio (SPR)
1.000
Ideally = 1
Yes
R-squared
contribution ratio
(RSCR)
1.000
Ideally = 1
Yes
Statistical suppression
ratio (SSR)
1.000
Acceptable
≥ 0.7
Yes
Nonlinear bivariate
causality direction
ratio (NLBCDR)
1.000
Acceptable
≥ 0.7
Yes
Source: own processing
The results of the model structure test show that
the seven quality indices meet the required criteria
— the AVIF (1.308) and AFVIF (1.123) had a value
(ideally 3.3). There is no problem in
multicollinearity between indicators and between
exogenous variables. Furthermore, the resulting GoF
value is 0.297 0.25, which means that the fit
model is in a suitable category. Also, the index
value of SPR (1.000), ideally = 1, RSCR (1.000)
ideally = 1, SSR (1.000) acceptable 0.7, and
NLBCDR (1.000) acceptable 0.7, which means
that the model does not have a problem of causality.
The structural testing model shows that seven
index measures have been fulfilled. Therefore the
model fits the data to move on to the next testing
stage.
4.4 Hypotheses Measurement
Table 6 & Figure 2 shows the results of hypothesis
testing. Results the structural equation model describes
the relationship between each variable that influences
each other.
Table 6. Summary
Hypotheses
Coefficient
P-
value
Supported
H1: Job crafting
creativity
0.174
P <
0.001
Yes
H2: Job crafting
Sense of calling
0.387
P <
0.001
Yes
H3: Sense of
calling creativity
0.203
P <
0.001
Yes
H4:Job_Crafting
Sense of Calling
creativity
0.252
P <
0.001
Yes
Hypothesis testing and result interpretation
Note: N of participants = 359, p < 0.001
Source: own processing
Fig. 2: Relationship between job crafting and
creativity: The sense of calling as mediation
The job crafting variable has a significant effect on
the creativity variable with a path coefficient of β =
0.174 and p < 0.001. Next, the job crafting variable
has a significant effect on the sense of calling
variable with a value of β = 0.387 and p < 0.001.
Meanwhile, the sense of calling variable has a
significant effect on the creativity variable with β =
0.203 and p <0.001. Finally, Sense of calling is able
to mediate the relationship between job crafting and
employee creativity with a value of β = 0.253 and p
= 0.001
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5 Discussion
In this study, we take a motivational perspective to
understand how job crafting relates to employee
creativity.
Our first finding shows that the job crafting
variable has a positive and significant impact on
employee creativity. These results strengthen the
findings of research conducted by Tian et.al. (44)
shows that employees who engage in job crafting
behavior have more creative performance, as well
as the research findings obtained by Sun et.al (45)
which states that increasing challenges is positively
related to employee creativity.
The second finding shows a positive and
significant relationship between job crafting and
sense of calling. These result supports the research
findings of Riasnugrahani et al (46) which showed a
positive and significant relationship between
cognitive crafting and relational crafting on the
sense of calling.
The results of the third hypothesis test show that
there is a positive and significant relationship
between sense of calling and employee creativity.
From a personal point of view strong support to
encourage you to be positive work self-efficacy
(47). Organizational perspective that must recognize
professional autonomy. This will be an advantage
for the successful implementation of the job craft
strategy (48), especially those involved in workplace
redesign. A greater sense of self-efficacy and
professional autonomy can be seen as additional
resources to help employees truly carry out their
calling. And if they can enjoy more autonomy at
work his commitment to his career is strengthened
and he is also strengthened make their work more
proactive
The last hypothesis states that sense of calling
can mediate the relationship between job crafting
and employee creativity. The results of this study
found that a sense of calling could mediate the
relationship between job crafting and employee
creativity.
6 Conclusion
This study aims to explore information about the
direct relationship between job crafting and
employee creativity and indirectly through sense of
calling. Employee creativity is known to be one of
the most powerful weapons to maintain the
sustainability of the organization in the long term. It
is therefore important to understand how to increase
employee creativity in an organization.
The results indicated an important role of job
crafting to encourage increased creativity of
employees in the organization. On the other hand,
the results of the study show that a sense of calling
can be a bridge in an effort to increase employee
creativity.
The contribution of this paper is to provide a
useful conception of the role of job crafting in
enhancing employee creativity through a sense of
calling. This study is especially important for SMEs
in developing countries like Indonesia, which face
some difficulties in encouraging employee
creativity. Therefore, this study provides guidelines
for organizations to provide space for employees to
modify their work so that they can motivate
themselves to be creative at work.
7 Limitations and Future Research
Directions
Like other research in this area, our study has some
limitations. First, we measure creativity based on
respondents' self-reports. Self-report has been
accepted and used in many previous studies and is a
valid measure of one's creative performance (49).
Future research may wish to add supervisor and peer
ratings of these variables to avoid dependence on
single-source data.
Second, we use a homogeneous sample, because
the respondents are tour guides in the tourism
industry in Indonesia. Therefore, we cannot
generalize our findings to other samples from other
countries.
Third, similar to many other studies on
creativity, we used cross-sectional data. The data do
not support drawing conclusions about causality.
Therefore, a longitudinal study is needed to reveal
the effect of the relevant variables on the creative
process.
References :
[1] E. van Esch, L. Q. Wei, and F. F. T. Chiang,
“High-performance human resource practices
and firm performance: the mediating role of
employees’ competencies and the moderating
role of climate for creativity,” Int. J. Hum.
Resour. Manag., vol. 29, no. 10, pp. 1683–
1708, 2018, doi:
10.1080/09585192.2016.1206031.
[2] A. B. Bakker, P. Petrou, E. M. Op den Kamp,
and M. Tims, “Proactive Vitality Management,
Work Engagement, and Creativity: The Role of
Goal Orientation,” Appl. Psychol., vol. 69, no.
2, pp. 351–378, 2020, doi: 10.1111/apps.12173.
WSEAS TRANSACTIONS on INFORMATION SCIENCE and APPLICATIONS
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Volume 19, 2022
[3] R. N. S. Robinson and L. G. Beesley,
“Linkages between creativity and intention to
quit: An occupational study of chefs,” Tour.
Manag., vol. 31, no. 6, pp. 765–776, 2010, doi:
10.1016/j.tourman.2009.08.003.
[4] D. Liu, K. Jiang, C. E. Shalley, S. Keem, and J.
Zhou, “Motivational mechanisms of employee
creativity: A meta-analytic examination and
theoretical extension of the creativity
literature,” Organ. Behav. Hum. Decis.
Process., vol. 137, pp. 236–263, 2016, doi:
10.1016/j.obhdp.2016.08.001.
[5] L. Eichelberger, “SARS and New York’s
Chinatown: The politics of risk and blame
during an epidemic of fear,” Soc. Sci. Med.,
vol. 65, no. 6, pp. 1284–1295, 2007, doi:
10.1016/j.socscimed.2007.04.022.
[6] S. Zenker and F. Kock, “The coronavirus
pandemic A critical discussion of a tourism
research agenda,” Tour. Manag., vol. 81, no.
May, p. 104164, 2020, doi:
10.1016/j.tourman.2020.104164.
[7] A. Walls, F. Okumus, Y. Wang, and D. J. W.
Kwun, “Understanding the consumer
experience: An exploratory study of luxury
hotels,” J. Hosp. Mark. Manag., vol. 20, no. 2,
pp. 166–197, 2011, doi:
10.1080/19368623.2011.536074.
[8] T. M. Amabile, “A Model of Creativity and
Innovation in Organizations,” Research in
Organizational Behavior, vol. 10. pp. 123–167,
1988.
[9] C. Y. Y. Lin and F. C. Liu, “A cross-level
analysis of organizational creativity climate and
perceived innovation: The mediating effect of
work motivation,” Eur. J. Innov. Manag., vol.
15, no. 1, pp. 55–76, 2012, doi:
10.1108/14601061211192834.
[10] C. M. Wu and T. J. Chen, “Collective
psychological capital: Linking shared
leadership, organizational commitment, and
creativity,” Int. J. Hosp. Manag., vol. 74, no.
October 2017, pp. 75–84, 2018, doi:
10.1016/j.ijhm.2018.02.003.
[11] J. S. Horng, C. Y. Tsai, T. C. Yang, C. H. Liu,
and D. C. Hu, “Exploring the relationship
between proactive personality, work
environment and employee creativity among
tourism and hospitality employees,” Int. J.
Hosp. Manag., vol. 54, pp. 25–34, 2016, doi:
10.1016/j.ijhm.2016.01.004.
[12] C. H. Sam Liu, “Remodelling progress in
tourism and hospitality students’ creativity
through social capital and transformational
leadership,” J. Hosp. Leis. Sport Tour. Educ.,
vol. 21, no. August, pp. 69–82, 2017, doi:
10.1016/j.jhlste.2017.08.003.
[13] C. Y. Tsai, J. S. Horng, C. H. Liu, and D. C.
Hu, “Work environment and atmosphere: The
role of organizational support in the creativity
performance of tourism and hospitality
organizations,” Int. J. Hosp. Manag., vol. 46,
pp. 26–35, 2015, doi:
10.1016/j.ijhm.2015.01.009.
[14] A. Wrzesniewski and J. E. Dutton, “Crafting a
job: Revisioning employees as active crafters
of their work,” Academy of Management
Review, vol. 26, no. 2. pp. 179–201, 2001, doi:
10.5465/AMR.2001.4378011.
[15] B. Lin, K. S. Law, and J. Zhou, “Why is
underemployment related to creativity and ocb?
a task-crafting explanation of the curvilinear
moderated relations,” Acad. Manag. J., vol. 60,
no. 1, pp. 156–177, 2017, doi:
10.5465/amj.2014.0470.
[16] Y. Lin and L. Y. Wu, “Exploring the role of
dynamic capabilities in firm performance under
the resource-based view framework,” J. Bus.
Res., vol. 67, no. 3, pp. 407–413, 2014, doi:
10.1016/j.jbusres.2012.12.019.
[17] H. J. Gordon, E. Demerouti, P. M. Le Blanc,
and T. Bipp, “Job crafting and performance of
Dutch and American health care professionals,”
J. Pers. Psychol., vol. 14, no. 4, pp. 192–202,
2015, doi: 10.1027/1866-5888/a000138.
[18] H. jiang Wang, X. Chen, and C. qin Lu, “When
career dissatisfaction leads to employee job
crafting: The role of job social support and
occupational self-efficacy,” Career Dev. Int.,
vol. 25, no. 4, pp. 337–354, 2020, doi:
10.1108/CDI-03-2019-0069.
[19] H. Li, H. Jin, and T. Chen, “Linking Proactive
Personality to Creative Performance: The Role
of Job Crafting and High-Involvement Work
Systems,” J. Creat. Behav., vol. 54, no. 1, pp.
196–210, 2020, doi: 10.1002/jocb.355.
[20] A. Wrzesniewski, C. McCauley, and P. Rozin,
“Jobs, Careers, and Callings: People’s
Relations to Their Work,” J. Res. Pers., vol. 31,
no. 31, pp. 21–33, 1997, doi:
10.1109/MWSCAS.2008.4616930.
[21] W. Duan, X. Tang, Y. Li, X. Cheng, and H.
Zhang, “Perceived Organizational Support and
Employee Creativity: The Mediation Role of
Calling,” Creat. Res. J., vol. 32, no. 4, pp. 403–
411, 2020, doi:
10.1080/10400419.2020.1821563.
[22] A. Wrzesniewski, N. Lobuglio, J. E. Dutton,
and J. M. Berg, “Job crafting and cultivating
positive meaning and identity in work,” Adv.
WSEAS TRANSACTIONS on INFORMATION SCIENCE and APPLICATIONS
DOI: 10.37394/23209.2022.19.11
Asep Gunawan,
Wiwiek Rabiatul Adawiyah,
Ratno Purnomo
E-ISSN: 2224-3402
111
Volume 19, 2022
Posit. Organ. Psychol., vol. 1, pp. 281–302,
2013, doi: 10.1108/S2046-
410X(2013)0000001015.
[23] M. Tims, A. B. Bakker, D. Derks, and W. van
Rhenen, “Job Crafting at the Team and
Individual Level: Implications for Work
Engagement and Performance,” Gr. Organ.
Manag., vol. 38, no. 4, pp. 427–454, 2013, doi:
10.1177/1059601113492421.
[24] P. Petrou, E. Demerouti, M. C. W. Peeter, W.
B. Schaufeli, and J. Hetland, “Crafting a job on
a daily basis: Contextual correlates and the link
to work engagement,” J. Organ. Behav., 2012,
doi: 10.1002/job.1783.
[25] C. Niessen, D. Weseler, and P. Kostova,
“When and why do individuals craft their jobs?
The role of individual motivation and work
characteristics for job crafting,” Hum.
Relations, vol. 69, no. 6, pp. 1287–1313, 2016,
doi: 10.1177/0018726715610642.
[26] F. Xiao, L. Wang, Y. Chen, Z. Zheng, and W.
Chen, “Dispositional and Situational Autonomy
as Moderators of Mood and Creativity,” Creat.
Res. J., vol. 27, no. 1, pp. 76–86, 2015, doi:
10.1080/10400419.2015.992683.
[27] S. Sun, N. Wang, J. Zhu, and Z. Song,
“Crafting job demands and employee
creativity: A diary study,” Hum. Resour.
Manage., pp. 1–15, 2020, doi:
10.1002/hrm.22013.
[28] W. Tian, H. Wang, and S. Rispens, “How and
when job crafting relates to employee
creativity: The important roles of work
engagement and perceived work group status
diversity,” Int. J. Environ. Res. Public Health,
vol. 18, no. 1, pp. 1–17, 2021, doi:
10.3390/ijerph18010291.
[29] C. Chen, J. Feng, X. Liu, and J. Yao, “Leader
humility, team job crafting and team creativity:
The moderating role of leader–leader
exchange,” Hum. Resour. Manag. J., no. May,
pp. 1–15, 2020, doi: 10.1111/1748-8583.12306.
[30] K. Schabram and S. Maitlis, “Negotiating the
challenges of a calling: Emotion and enacted
sensemaking in animal shelter work,” Acad.
Manag. J., vol. 60, no. 2, pp. 584–609, 2017,
doi: 10.5465/amj.2013.0665.
[31] J. M. Berg, A. M. Grant, and V. Johnson,
“When callings are calling: Crafting work and
leisure in pursuit of unanswered occupational
callings,” Organ. Sci., vol. 21, no. 5, pp. 973–
994, 2010, doi: 10.1287/orsc.1090.0497.
[32] B. J. Dik and R. D. Duffy, “Calling and
Vocation at Work: Definitions and Prospects
for Research and Practice,” Couns. Psychol.,
vol. 37, no. 3, pp. 424–450, 2009, doi:
10.1177/0011000008316430.
[33] R. D. Duffy, B. J. Dik, and M. F. Steger,
“Calling and work-related outcomes: Career
commitment as a mediator,” J. Vocat. Behav.,
vol. 78, no. 2, pp. 210–218, 2011, doi:
10.1016/j.jvb.2010.09.013.
[34] R. D. Duffy, B. J. Dik, R. P. Douglass, J. W.
England, and B. L. Velez, “Work as a calling:
A theoretical model,” J. Couns. Psychol., vol.
65, no. 4, pp. 423–439, 2018, doi:
10.1037/cou0000276.
[35] A. Praskova, P. A. Creed, and M. Hood,
“Career identity and the complex mediating
relationships between career preparatory
actions and career progress markers,” J. Vocat.
Behav., vol. 87, pp. 145–153, 2015, doi:
10.1016/j.jvb.2015.01.001.
[36] R. D. Duffy and K. L. Autin, “Disentangling
the link between perceiving a calling and living
a calling, J. Couns. Psychol., vol. 60, no. 2,
pp. 219–227, 2013, doi: 10.1037/a0031934.
[37] R. W. Brislin, “Back Translation for Cross-
Cultural Research,” Journal of cross cultural
psychology, vol. 1, no. 3. pp. 185–216, 1970.
[38] C. H. Yen, S. H. Tsaur, and C. H. Tsai, “Tour
leaders’ job crafting: Scale development,”
Tour. Manag., vol. 69, no. 129, pp. 52–61,
2018, doi: 10.1016/j.tourman.2018.05.017.
[39] B. J. Dik, B. M. Eldridge, M. F. Steger, and R.
D. Duffy, “Development and Validation of the
Calling and Vocation Questionnaire (CVQ) and
Brief Calling Scale (BCS),” J. Career Assess.,
vol. 20, no. 3, pp. 242–263, 2012, doi:
10.1177/1069072711434410.
[40] J. Zhou and J. M. George, “When job
dissatisfaction leads to creativity: Encouraging
the expression of voice,” Acad. Manag. J., vol.
44, no. 4, pp. 682–696, 2001, doi:
10.2307/3069410.
[41] J. F. Hair Jr, W. C. Black, B. J. Babin, and R.
E. Anderson, “Multivariate data analysis (7th
edition): Pearson Education Inc,” New Jersey,
USA, 2010.
[42] R. P. Bagozzi and Y. Yi, “On the evaluation of
structural equation models,” J. Acad. Mark.
Sci., vol. 16, no. 1, pp. 74–94, 1988, doi:
10.1007/BF02723327.
[43] C. Fornell and D. F. Larcker, “Fornell, C. and
Larcker, D.F. (1981), “Evaluating structural
equation models with unobservable variables
and.pdf,” vol. XVIII, no. February, pp. 39–50,
1981.
[44] Wenqing Tian, Huatian Wang, and Sonja
Rispens, " How and When Job Crafting Relates
WSEAS TRANSACTIONS on INFORMATION SCIENCE and APPLICATIONS
DOI: 10.37394/23209.2022.19.11
Asep Gunawan,
Wiwiek Rabiatul Adawiyah,
Ratno Purnomo
E-ISSN: 2224-3402
112
Volume 19, 2022
to Employee Creativity: The Important Roles
of Work Engagement and Perceived Work
Group Status Diversity," Int. J. Environ. Res.
Public Health 2021, 18, 291. doi:10.3390/
ijerph18010291
[45] Shuhua Sun, Nan Wang, Jinlong Zhu, and
Zhaoli Song, " Crafting job demands and
employee creativity: A diary study." Hum
Resour Manage. 2020;1–15, DOI: 10.1002/
hrm.22013
[46] Missiliana Riasnugrahani, Corina D.
Riantoputra, Bagus Takwin, and Hana
Panggabean, "Discerning Work as a Calling:
The Role of Job Crafting," The Career
Development Quarterly, 2019, vol 67. DOI:
10.1002/cdq.12203
[47] Shoshana Dobrow Riza and Daniel Heller,
"Follow Your Heart or Your Head? A
Longitudinal Study of the Facilitating Role of
Calling and Ability in the Pursuit of a
Challenging Career," Journal of Applied
Psychology, 2015, Vol. 100, No. 3, 695–712,
doi:10.1037/a0038011
[48] J. Michael Crant, Proactive Behavior in
Organizations, J. Michael Crant, "Proactive
Behavior in Organizations," Journal of
Management, Vol 26, No, 3, 435 -462.
[49] Atila Yüksel, A critique of “Response Bias” in
the tourism, travel and hospitality research, "
Tourism Management," 59 (2017) 376-384,
doi: 10.1016/j.tourman.2016.08.003.
Contribution of Individual Authors to the
Creation of a Scientific Article (Ghostwriting
Policy)Asep Gunawan Initiated the idea,
constructed the research designed, collected the
data and organized manuscripts.
Wiwiek Rabiatul Adawiyah – Investigation, review,
editing and supervision.
Ratno Purnomo – methodology, review, and data
analysis
Sources of Funding for Research Presented
in a Scientific Article or Scientific Article
Itself
This work was supported by a doctoral grant in 2021
from the Directorate of Research and Community Service
(DRPM), Ministry of Research and Technology/National
Research and Innovation Agency, Indonesia
Creative Commons Attribution License 4.0
(Attribution 4.0 International, CC BY 4.0)
This article is published under the terms of the
Creative Commons Attribution License 4.0
https://creativecommons.org/licenses/by/4.0/deed.en
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WSEAS TRANSACTIONS on INFORMATION SCIENCE and APPLICATIONS
DOI: 10.37394/23209.2022.19.11
Asep Gunawan,
Wiwiek Rabiatul Adawiyah,
Ratno Purnomo
E-ISSN: 2224-3402
113
Volume 19, 2022