To Be or Not to Be? An Analysis of the Moderating Effects of Teaching Calling and Professional Identity on Career Decision-Making Self-Efficacy, Outcome Expectations, and Career Hope Among Pre-Service Teachers in Arts Universities
Author: Chia-Cheng Chen (Teacher Education Center, National Taiwan University of Arts), Chao-Hsiang Hung (General Education Center, National Taiwan University of Arts), Chun-Wen Teng (Center for Teacher Center, National Taiwan University of Sport), Meng-Fang Liu (Graduate School of Art and Humanities Instruction, National Taiwan University of Arts)
Vol.&No.:Vol. 70, No. 1
Date:March 2025
Pages:75-113
DOI:https://doi.org/10.6209/JORIES.202503_70(1).0003
Abstract:
Research Motivation and Objectives
The motivation behind this study stems from the unique career development challenges faced by pre-service teachers at art universities. Unlike their counterparts at other institutions, these students often juggle demanding artistic practices with teacher training programs. This study aims to explore how career self-efficacy and outcome expectations influence career hope among these pre-service teachers. Furthermore, it investigates the moderating roles of professional identity and teaching calling in these relationships, providing a comprehensive understanding of the career development processes in this specific educational context.
Literature Review
The theoretical framework of this study is based on the Social Cognitive Career Theory (SCCT) proposed by Lent et al. (1994), which emphasizes the role of cognitive mediators in social perception. SCCT has been extensively validated and applied across various domains. This theory identifies career self-efficacy and outcome expectations as core constructs influencing career development. Previous studies have shown that these constructs are pivotal in shaping career interests, choices, performance, and overall well-being. Additionally, professional identity, as a resource allocation strategy, and teaching calling, as a motivational factor, are crucial in understanding the career trajectories of pre-service teachers.
Professional identity refers to the alignment of an individual’s self-concept with their professional roles and responsibilities. For pre-service teachers at art universities, professional identity encompasses both their artistic and teaching aspirations. Previous studies have shown that a strong professional identity is crucial for sustained career commitment and reducing burnout.
Teaching calling, a concept rooted in career calling, emphasizes the intrinsic passion and sense of purpose associated with the teaching profession. Research indicates that individuals with a strong teaching calling are more likely to find meaning and satisfaction in their work, which enhances their career commitment and overall well-being. In the context of pre-service teachers, teaching calling is influenced by both intrinsic motivations (e.g., a passion for teaching) and extrinsic factors (e.g., job stability and societal respect).
Research Methods
Participants: The study targeted students enrolled in a teacher training program at a national art university in 2023. A total of 482 responses were collected through online surveys, with 475 valid samples (98.54% validity rate). The sample comprised 79.2% female and 20.8% male students.
Instruments
Career Self-Efficacy Scale
This scale, adapted from Betz (1994) and Hackett and Betz (1981), assesses individuals’ confidence in their ability to successfully engage in career decision-making activities. It includes eight items, divided into two subscales: goal selection (e.g., “I am confident about choosing a career that I will like”) and problem-solving (e.g., “I know what resources are available to help me overcome career-related obstacles”). Responses are measured on a 4-point Likert scale, with higher scores indicating greater self-efficacy. The Cronbach’s alpha coefficients for these subscales were .86 and .82, respectively.
Outcome Expectations Scale
This scale was developed specifically for this study based on Chen and Hung’s (2020) work. It includes five items measuring students’ expectations regarding the benefits of completing their teacher training (e.g., “Completing my teacher training will significantly help me in my future teaching career”). Items are rated on a 4-point Likert scale, with higher scores indicating more positive outcome expectations. The scale demonstrated good internal consistency with a Cronbach’s alpha of .83.
Career Hope Scale
Adapted from Snyder (2002) and Huang et al. (2014), this scale measures students’ hope regarding their future teaching careers. It consists of 14 items across two dimensions: pathways thinking (e.g., “I can think of many ways to reach my career goals”) and agency thinking (e.g., “I energetically pursue my career goals”). Responses are given on a 4-point Likert scale, with higher scores indicating higher career hope. The overall reliability (Cronbach’s alpha) of the scale was .91.
Professional Identity Scale
Developed based on Lally and Kerr (2005), this single-item measure assesses students’ professional identity by asking, “Do you see yourself more as an artist or a teacher? ” Responses range from 1 (I only see myself as an artist) to 4 (I only see myself as a teacher). For analysis, responses were dichotomized into two groups: those identifying more with their artistic profession (responses 1 and 2) and those identifying more with the teaching profession (responses 3 and 4).
Teaching Calling Scale
This scale was created based on the work of Dik et al. (2012) and Wang and Wu (2017), tailored to the context of pre-service teachers. It includes 10 items divided into two subscales: intrinsic passion (e.g., “Becoming a teacher is my true calling”) and external incentives (e.g., “Job stability is a significant reason for me to pursue teaching”). Items are rated on a 4-point Likert scale, with higher scores indicating a stronger teaching calling. The Cronbach’s alpha coefficients were .90 for intrinsic passion and .79 for external incentives.
Data Analysis
Confirmatory factor analysis (CFA) and path analysis were conducted using SPSS 21.0 and AMOS 21. The moderation effects of professional identity and teaching calling were tested using the PROCESS macro for SPSS, with bootstrap methods applied to validate the significance of indirect effects.
Research Results
Descriptive Statistics and Correlations
All continuous variables, including career self-efficacy, outcome expectations, and career hope, showed acceptable levels of normality. The correlations between these variables were significant, confirming the expected relationships proposed by SCCT.
Path Model and Mediation Effects
The path analysis revealed that career self-efficacy had a significant direct effect on career hope. Outcome expectations partially mediated this relationship, indicating that students’ beliefs about their future outcomes influence their overall career hope.
Moderation Effects: The study tested two moderation models:
- Model A: Teaching calling moderates the effect of career self-efficacy on outcome expectations.
- Model B: Professional identity moderates the relationship between outcome expectations and career hope. The data supported Model B, suggesting that professional identity plays a critical role in the early stages of career development, while teaching calling is more influential in later stages.
Discussion
The findings highlight the importance of enhancing career self-efficacy among pre-service teachers to foster career hope. Teaching calling, particularly intrinsic passion, significantly boosts career hope for students with high outcome expectations. However, a combination of high intrinsic passion and high external incentives can paradoxically lower career hope, likely due to conflicting motivations.
Professional identity, as a resource allocation strategy, emerges as a key factor in career development. Students who prioritize their professional identity as teachers over their artistic identity are more likely to sustain their career aspirations and avoid burnout.
Recommendations
For teacher training institutions:
1. Enhance Career Self-Efficacy: Provide comprehensive career development resources and training to help students navigate the challenges of becoming teachers. This includes information on the teaching profession and preparation for certification exams.
2. Support Professional Identity Development: Organize activities that help students clarify their professional identity and align it with their career goals. This can reduce burnout and increase career hope.
3. Balance Intrinsic and Extrinsic Motivations: Encourage students to find a balance between their intrinsic passion for teaching and the external incentives, ensuring that they do not fall into a state of motivational conflict.
In conclusion, this study provides valuable insights into the career development of pre-service teachers at art universities. By understanding the roles of career self-efficacy, outcome expectations, professional identity, and teaching calling, educators and policymakers can better support these students in achieving their career aspirations.
Keywords:career decision-making self-efficacy, career hope, outcome expectations, professional identity, teaching calling
《Full Text》
References:王玉珍、吳清麟(2017)。成人生涯召喚量表之編製及其信效度分析。教育心理學報,49(1),1-21。https://doi.org/10.6251/BEP.20160905
【Wang, Y.-C., & Wu, Q.-L. (2017). Development and validation of a career calling scale for working adults in Taiwan. Bulletin of Educational Psychology, 49(1), 1-21. https://doi.org/10.6251/BEP.20160905】
陳嘉成、洪兆祥(2020)。人無遠慮,必有近憂:藝術大學師培生與非師培生之生涯發展模式差異分析。教育與心理研究,43(4),1-32。https://doi.org/10.3966/102498852020124304001
【Chen, C.-C., & Hung, C.-H. (2020). “Failing to plan” is “planning to fail”? The differences of career expansion model between teacher program students and non-teacher program students at an arts university. Journal of Education and Psychology, 43(4), 1-32. https://doi.org/10.3966/102498852020124304001】
陳嘉成、洪兆祥(2021)。先有與趣?或是先有自我效能?從社會認知生涯理論檢驗藝術大學師資生興趣發展模式。教育與心理研究,44(4),1-33。https://doi.org/10.3966/ 102498852021124404001
【Chen, C.-C., & Hung, C.-H. (2021). “Interest or self-efficacy: Which came first? Examination on the interest model of social cognitive career development theory– The case for a university of arts. Journal of Education and Psychology, 44(4), 1-33. https://doi.org/10.3966/102498852021124404001】
陳嘉成、洪兆祥(2023a)。A man who knows what he wants─專業認同對師資生生涯決策效能、結果期待、學習倦怠與生涯希望感的調節效果。教育科學研究期刊,68(1),1-33。https://doi.org/10.6209/JORIES.202303_68(1).0001
【Chen, C.-C., & Hung, C.-H. (2023a). “A man who knows what he wants– The moderation effects of professional identity on career self-efficacy, outcome expectation, burnout, and career hope in preservice teachers. Journal of Research in Education Sciences, 68(1), 1-33. https://doi.org/10.6209/JORIES.202303_68(1).0001】
陳嘉成、洪兆祥(2023b)。你累了嗎?─藝術大學/綜合大學師資生生涯阻礙、結果期待與專業認同的調節對學習倦怠的差異分析。教育與心理研究,46(2),1-30。https://doi.org/ 10.53106/102498852023064602001
【Chen, C.-C., & Hung, C.-H. (2023b). Are you burn out?– A difference analysis of the influences of career barriers, outcome expectation, and profession identity moderations on learning burnout for preservice teachers of arts universities versus comprehensive universities. Journal of Education and Psychology, 46(2), 1-30. https:// doi.org/10.53106/102498852023064602001】
» More
一、中文文獻
王玉珍、吳清麟(2017)。成人生涯召喚量表之編製及其信效度分析。教育心理學報,49(1),1-21。https://doi.org/10.6251/BEP.20160905
【Wang, Y.-C., & Wu, Q.-L. (2017). Development and validation of a career calling scale for working adults in Taiwan. Bulletin of Educational Psychology, 49(1), 1-21. https://doi.org/10.6251/BEP.20160905】
陳嘉成、洪兆祥(2020)。人無遠慮,必有近憂:藝術大學師培生與非師培生之生涯發展模式差異分析。教育與心理研究,43(4),1-32。https://doi.org/10.3966/102498852020124304001
【Chen, C.-C., & Hung, C.-H. (2020). “Failing to plan” is “planning to fail”? The differences of career expansion model between teacher program students and non-teacher program students at an arts university. Journal of Education and Psychology, 43(4), 1-32. https://doi.org/10.3966/102498852020124304001】
陳嘉成、洪兆祥(2021)。先有與趣?或是先有自我效能?從社會認知生涯理論檢驗藝術大學師資生興趣發展模式。教育與心理研究,44(4),1-33。https://doi.org/10.3966/ 102498852021124404001
【Chen, C.-C., & Hung, C.-H. (2021). “Interest or self-efficacy: Which came first? Examination on the interest model of social cognitive career development theory– The case for a university of arts. Journal of Education and Psychology, 44(4), 1-33. https://doi.org/10.3966/102498852021124404001】
陳嘉成、洪兆祥(2023a)。A man who knows what he wants─專業認同對師資生生涯決策效能、結果期待、學習倦怠與生涯希望感的調節效果。教育科學研究期刊,68(1),1-33。https://doi.org/10.6209/JORIES.202303_68(1).0001
【Chen, C.-C., & Hung, C.-H. (2023a). “A man who knows what he wants– The moderation effects of professional identity on career self-efficacy, outcome expectation, burnout, and career hope in preservice teachers. Journal of Research in Education Sciences, 68(1), 1-33. https://doi.org/10.6209/JORIES.202303_68(1).0001】
陳嘉成、洪兆祥(2023b)。你累了嗎?─藝術大學/綜合大學師資生生涯阻礙、結果期待與專業認同的調節對學習倦怠的差異分析。教育與心理研究,46(2),1-30。https://doi.org/ 10.53106/102498852023064602001
【Chen, C.-C., & Hung, C.-H. (2023b). Are you burn out?– A difference analysis of the influences of career barriers, outcome expectation, and profession identity moderations on learning burnout for preservice teachers of arts universities versus comprehensive universities. Journal of Education and Psychology, 46(2), 1-30. https:// doi.org/10.53106/102498852023064602001】
蕭佳純(2020)。師資生教師信念之縱貫性研究:以任教意願為調節變項。教育科學研究期刊,65(2),251-276。https://doi.org/10.6209/JORIES.202006_65(2).0009
【Hsiao, C.-C. (2020). Teaching willingness as a moderator: A longitudinal study on preservice teachers’ teacher belief. Journal of Research in Education Sciences, 65(2), 251-276. https://doi.org/10.6209/JORIES. 202006_65(2).0009】
二、外文文獻
Alexander, E. S., & Onwuegbuzie, A. J. (2007). Academic procrastination and the role of hope as a coping strategy. Personality and Individual Differences, 42(7), 1301-1310. https://doi.org/ 10.1016/j.paid.2006.10.008
Asare, P. Y., & Amo, S. K. (2023). Developing preservice teachers’ teaching engagement efficacy: A classroom managerial implication. Cogent Education, 10(1), 1-17. https://doi.org/10.1080/ 2331186X.2023.2170122
Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Prentice-Hall.
Bark, H., Dixon, J., & Laing, J. (2023). The professional identity of social workers in mental health services: Ascoping review. International Journal of Environmental Research and Public Health, 20(11), 5947. https://doi.org/10.3390/ijerph20115947
Betz, N. E. (1994). Basic issues and concepts in career counseling for women. In W. B. Walsh & S. H. Osipow (Eds.), Career counseling for women (pp. 1-41). Erlbaum.
Bolkan, S., Pedersen, W. C., Stormes, K. N., & Manke, B. (2021). Predicting 4-year graduation: Using social cognitive career theory to model the impact of prescriptive advising, unit load, and students’ self-efficacy. Journal of College Student Retention: Research, Theory & Practice, 22(4), 655-675. https://doi.org/10.1177/1521025118783485
Bruinsma, M., & Jansen, E. P. W. A. (2010). Is the motivation to become a teacher related to pre‐service teachers’ intentions to remain in the profession? European Journal of Teacher Education, 33(2), 185-200. https://doi.org/10.1080/02619760903512927
Bunderson, J. S., & Thompson, J. A. (2009). The call of the wild: Zookeepers, callings, and the double-edged sword of deeply meaningful work. Administrative Science Quarterly, 54(1), 32-57. https://doi.org/10.2189/asqu.2009.54.1.32
Byrne, B. M. (1994). Structural equation modeling with EQS and EQS/Windows: Basic concepts, applications, and programming. Sage.
Chen, C. C. (2024, July). From burnout to dropout– The dilemma of art-major preservice teachers in Taiwan [Paper presentation]. 33rd International Congress of Psychology, Psychology for the Future: Together in Hope, Prague, Czech Republic.
Chen, C. C., & Hung, C. H. (2022). Plan and then act: The moderated moderation effects of profession identity and action control for students at arts universities during the career development process. Healthcare, 10(10), 1938. https://doi.org/10.3390/healthcare10101938
Creed, P. A., Rogers, M. E., Praskova, A., & Searle, J. (2014). Career calling as a personal resource moderator between environmental demands and burnout in Australian junior doctors. Journal of Career Development, 41(6), 547-561. https://doi.org/10.1177/0894845313520493
Dalla Rosa, A., Vianello, M., & Anselmi, P. (2019). Longitudinal predictors of the development of a calling: New evidence for the a posteriori hypothesis. Journal of Vocational Behavior, 114, 44-56. https://doi.org/10.1016/j.jvb.2019.02.007
Darling-Hammond, L., LaFors, J., & Snyder, J. (2001). Educating teachers for California’s future. Teacher Education Quarterly, 28(1), 9-55.
Deaux, K. (1996). Social identification. In E. T. Higgins & A. W. Kruglanski (Eds.), Social psychology: Handbook of basic principles (pp. 777-798). The Guilford Press.
Dettmers, S., Trautwein, U., Lüdtke, O., Goetz, T., Frenzel, A. C., & Pekrun, R. (2011). Students’ emotions during homework in mathematics: Testing a theoretical model of antecedents and achievement outcomes. Contemporary Educational Psychology, 36, 25-35. https://doi.org/ 10.1016/j.cedpsych.2010.10.001
Dettmers, S., Trautwein, U., Lüdtke, O., Kunter, M., & Baumert, J. (2010). Homework works if homework quality is high: Using multilevel modeling to predict the development of achievement in mathematics. Journal of Educational Psychology, 102, 467-482. https://doi.org/ 10.1037/a0018453
Dik, B. J., & Duffy, R. D. (2009). Calling and vocation at work: Definitions and prospects for research and practice. The Counseling Psychologist, 37(3), 424-450. https://doi.org/10.1177/ 0011000008316430
Dik, B. J., & Steger, M. F. (2008). Randomized trial of a calling-infused career workshop incorporating counselor self-disclosure. Journal of Vocational Behavior, 73(2), 203-211. https:// doi.org/10.1016/j.jvb.2008.04.001
Dik, B. J., Eldridge, B. M., Steger, M. F., & Duffy, R. D. (2012). Development and validation of the calling and vocation questionnaire (CVQ) and brief calling scale (BCS). Journal of Career Assessment, 20(3), 242-263. https://doi.org/10.1177/1069072711434410
Dobrow, S. R., & Tosti-Kharas, J. (2011). Calling: The development of a scale measure. Personnel Psychology, 64(4), 1001-1049. https://doi.org/10.1111/j.1744-6570.2011.01234.x
Duffy, R. D., Bott, E. M., Allan, B. A., Torrey, C. L., & Dik, B. J. (2012). Perceiving a calling, living a calling, and job satisfaction: Testing a moderated, multiple mediator model. Journal of Counseling Psychology, 59(1), 50-59. https://doi.org/10.1037/a0026129
Duffy, R. D., & Dik, B. J. (2013). Research on calling: What have we learned and where are we going? Journal of Vocational Behavior, 83(3), 428-436. https://doi.org/10.1016/j.jvb.2013. 06.006
Duffy, R. D., Dik, B. J., Douglass, R. P., England, J. W., & Velez, B. L. (2018). Work as a calling: A theoretical model. Journal of Counseling Psychology, 65(4), 423-439. https://doi.org/10.1037/ cou0000276
Duffy, R. D., & Sedlacek, W. E. (2007). The presence of and search for a calling: Connections to career development. Journal of Vocational Behavior, 70(3), 590-601. https://doi.org/10.1016/ j.jvb.2007.03.007
Duffy, R. D., Allan, B. A., Autin, K. L., & Douglass, R. P. (2014). Living a calling and work well-being: A longitudinal study. Journal of Counseling Psychology, 61(4), 605-615. https:// doi.org/10.1037/cou0000042
Duffy, R. D., Douglass, R. P., Autin, K. L., & Allan, B. A. (2014). Examining predictors and outcomes of a career calling among undergraduate students. Journal of Vocational Behavior, 85(3), 309-318. https://doi.org/10.1016/j.jvb.2014.08.009
Elangovan, A. R., Pinder, C. C., & McLean, M. (2010). Callings and organizational behavior. Journal of Vocational Behavior, 76(3), 428-440. https://doi.org/10.1016/j.jvb.2009.10.009
Fischer, C., Malycha, C. P., & Schafmann, E. (2019). The influence of intrinsic motivation and synergistic extrinsic motivators on creativity and innovation. Frontiers in Psychology, 10, 416995. https://doi.org/10.3389/fpsyg.2019.00137
Fornell, C., & Larcker, D. F. (1981). Structural equation models with unobservable variables and measurement error: Algebra and statistics. Journal of Marketing Research, 18(3), 382-388. https://doi.org/10.2307/3150980
Fu, H., Du, Y., & Wang, Z. (2022). Authentic leadership and taking charge behavior: A moderated mediation model of psychological capital and occupational calling. International Journal of Environmental Research and Public Health, 19(9), 5492. https://doi.org/10.3390/ijerph19095492
Galles, J. A., & Lenz, J. G. (2013). Relationships among career thoughts, vocational identity, and calling: Implications for practice. The Career Development Quarterly, 61(3), 240-248. https:// doi.org/10.1002/j.2161-0045.2013.00052.x
Hackett, G., & Betz, N. E. (1981). A self-efficacy approach to the career development of women. Journal of Vocational Behavior, 18(3), 326-339. https://doi.org/10.1016/0001-8791(81)90019-1
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis (7th ed.). Prentice-Hall.
Hall, D. T., & Chandler, D. E. (2005). Psychological success: When the career is a calling. Journal of Organizational Behavior, 26(2), 155-176. https://doi.org/10.1002/job.301
Hayes, A. F. (2017). Introduction to mediation, moderation, and conditional process analysis: A regression-based approach. Guilford.
Hirschi, A. (2011). Callings in career: A typological approach to essential and optional components. Journal of Vocational Behavior, 79(1), 60-73. https://doi.org/10.1016/j.jvb.2010.11.002
Hirschi, A. (2012). The career resources model: An integrative framework for career counsellors. British Journal of Guidance & Counselling, 40(4), 369-383. https://doi.org/10.1080/03069885. 2012.700506
Hirschi, A., & Herrmann, A. (2013). Calling and career preparation: Investigating developmental patterns and temporal precedence. Journal of Vocational Behavior, 83(1), 51-60. https://doi.org/ 10.1016/j.jvb.2013.02.008
Hu, L.-T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1-55. https:// doi.org/10.1080/10705519909540118
Huang, H.-S., Chen, H.-P., & Gan, M.-L. (2014). Development of a career hope scale for university student. Journal of Education Studies, 48(1), 23-43. https://doi.org/10.3966/1990442820140448 01002
Keller, A. C., Spurk, D., Baumeler, F., & Hirschi, A. (2016). Competitive climate and workaholism: Negative sides of future orientation and calling. Personality and Individual Differences, 96, 122-126. https://doi.org/10.1016/j.paid.2016.02.061
Lally, P. S., & Kerr, G. A. (2005). The career planning, athletic identity, and student role identity of intercollegiate student athletes. Research Quarterly for Exercise and Sport, 76(3), 275-285. https://doi.org/10.1080/02701367.2005.10599299
Lent, R. W., & Brown, S. D. (1996). Social cognitive approach to career development: An overview. The Career Development Quarterly, 44(4), 310-321. https://doi.org/10.1002/j.2161-0045. 1996.tb00448.x
Lent, R. W., & Brown, S. D. (2006). Integrating person and situation perspectives on work satisfaction: A social-cognitive view. Journal of Vocational Behavior, 69(2), 236-247. https:// doi.org/10.1016/j.jvb.2006.02.006
Lent, R. W., & Brown, S. D. (2008). Social cognitive career theory and subjective well-being in the context of work. Journal of Career Assessment, 16(1), 6-21. https://doi.org/10.1177/ 1069072707305769
Lent, R. W., & Brown, S. D. (2013). Social cognitive model of career self-management: Toward a unifying view of adaptive career behavior across the life span. Journal of Counseling Psychology, 60(4), 557-568. https://doi.org/10.1037/a0033446
Lent, R. W., & Brown, S. D. (2019). Social cognitive career theory at 25: Empirical status of the interest, choice, and performance models. Journal of Vocational Behavior, 115, 103316. https://doi.org/10.1016/j.jvb.2019.06.004
Lent, R. W., Brown, S. D., & Hackett, G. (1994). Toward a unifying social cognitive theory of career and academic interest, choice, and performance. Journal of Vocational Behavior, 45(1), 79-122. https://doi.org/10.1006/jvbe.1994.1027
Lent, R. W., Sheu, H.-B., Miller, M. J., Cusick, M. E., Penn, L. T., & Truong, N. N. (2018). Predictors of science, technology, engineering, and mathematics choice options: A meta-analytic path analysis of the social-cognitive choice model by gender and race/ethnicity. Journal of Counseling Psychology, 65(1), 17-35. https://doi.org/10.1037/cou0000243
Lent, R. W., Tracey, T., Brown, S. D., Soresi, S., & Nota, L. (2006). Development of interests and competency beliefs in Italian adolescents: An exploration of circumplex structure and bidirectional relationships. Journal of Counseling Psychology, 53(2), 181-191. https://doi.org/ 10.1037/0022-0167.53.2.181
Lian, L., Guo, S., Wang, Q., Hu, L., Yang, X., & Li, X. (2021). Calling, character strengths, career identity, and job burnout in young Chinese university teachers: A chain-mediating model. Children and Youth Services Review, 120, 105776. https://doi.org/10.1016/j.childyouth. 2020.105776
Lopez, S. J., Floyd, R. K., Ulven, J. C., & Snyder, C. R. (2000). Hope therapy: Helping clients build a house of hope. In C. R. Snyder (Ed.), Handbook of hope: Theory, measures, and applications (pp. 123-150). Academic Press.
Mau, W. C. J., & Mau, Y. H. (2006). Factors influencing high school students to persist in aspirations of teaching careers. Journal of Career Development, 32(3), 234-249. https://doi.org/10.1177/ 0894845305282602
Maxwell, S. E., & Cole, D. A. (2007). Bias in cross-sectional analyses of longitudinal mediation. Psychological Methods, 12(1), 23-44. https://doi.org/10.1037/1082-989X.12.1.23
Maxwell, S. E., Cole, D. A., & Mitchell, M. A. (2011). Bias in cross-sectional analyses of longitudinal mediation: Partial and complete mediation under an autoregressive model. Multivariate Behavioral Research, 46(5), 816-841. https://doi.org/10.1080/00273171.2011.606716
Mitchell, M. A., & Maxwell, S. E. (2013). A comparison of the cross-sectional and sequential designs when assessing longitudinal mediation. Multivariate Behavioral Research, 48(3), 301-339. https://doi.org/10.1080/00273171.2013.784696
Navarro, R. L., Flores, L. Y., & Worthington, R. L. (2007). Mexican American middle school students’ goal intentions in mathematics and science: A test of social cognitive career theory. Journal of Counseling Psychology, 54(3), 320-335. https://doi.org/10.1037/0022-0167.54.3.320
Pereira, S. P. M., Correia, P. M. A. R., Da Palma, P. J., Pitacho, L., & Lunardi, F. C. (2022). The conceptual model of role stress and job burnout in judges: The moderating role of career calling. Laws, 11(3), 42. https://doi.org/10.3390/laws11030042
Peterson, S. J., & Byron, K. (2008). Exploring the role of hope in job performance: Results from four studies. Journal of Organizational Behavior: The International Journal of Industrial, Occupational and Organizational Psychology and Behavior, 29(6), 785-803. https://doi.org/ 10.1002/job.492
Praskova, A., Hood, M., & Creed, P. A. (2014). Testing a calling model of psychological career success in Australian young adults: A longitudinal study. Journal of Vocational Behavior, 85(1), 125-135. https://doi.org/10.1016/j.jvb.2014.04.004
Preacher, K. J., Rucker, D. D., & Hayes, A. F. (2007). Addressing moderated mediation hypotheses: Theory, methods, and prescriptions. Multivariate Behavioral Research, 42(1), 185-227. https:// doi.org/10.1080/00273170701341316
Roccas, S., & Brewer, M. B. (2002). Social identity complexity. Personality and Social Psychology Review, 6(2), 88-106. https://doi.org/10.1207/S15327957PSPR0602_01
Rottinghaus, P. J., Larson, L. M., & Borgen, F. H. (2003). The relation of self-efficacy and interests: A meta-analysis of 60 samples. Journal of Vocational Behavior, 62(2), 221-236. https://doi.org/ 10.1016/S0001-8791(02)00039-8
Seco, V., & Lopes, M. P. (2013). Calling for authentic leadership: The moderator role of calling on the relationship between authentic leadership and work engagement. Open Journal of Leadership, 2(4), 95-102. https://doi.org/10.4236/ojl.2013.24015
Shang, W., Yu, T., Liang, X., Wang, J., & Su, J. (2022). How does career calling influence preservice teachers’ learning engagement? A multiple mediating roles of occupational self-efficacy and vocational outcome expectation. Frontiers in Psychology, 13, 874895. https://doi.org/10.3389/ fpsyg.2022.874895
Sheu, H. B., Lent, R. W., Brown, S. D., Miller, M. J., Hennessy, K. D., & Duffy, R. D. (2010). Testing the choice model of social cognitive career theory across Holland themes: A meta-analytic path analysis. Journal of Vocational Behavior, 76(2), 252-264. https://doi.org/ 10.1016/j.jvb.2009.10.015
Shin, J. Y., Kim, E., & Ahn, J. (2022). A latent profile analysis of living a calling, burnout, exploitation, and work-life imbalance. Journal of Career Development, 49(4), 816-830. https:// doi.org/10.1177/0894845321994168
Shorey, H. S., Little, T. D., Snyder, C. R., Kluck, B., & Robitschek, C. (2007). Hope and personal growth initiative: A comparison of positive, future-oriented constructs. Personality and Individual Differences, 43(7), 1917-1926. https://doi.org/10.1016/j.paid.2007.06.011
Snyder, C. R. (2002). Hope theory: Rainbows of the mind. Psychological Inquiry, 13, 249-275. https://doi.org/10.1207/S15327965PLI1304_01
Snyder, C. R., Rand, K. L., & Sigmon, D. R. (2002). Hope theory. In C. R. Snyder & S. J. Lopez (Eds.), Handbook of positive psychology (pp. 257-276). Oxford University Press.
Snyder, T. D. (1993). 120 years of American education: A statistical portrait. US Department of Education, Office of Educational Research and Improvement, National Center for Education Statistics.
Steinmayr, R., Weidinger, A. F., Schwinger, M., & Spinath, B. (2019). The importance of students’ motivation for their academic achievement-replicating and extending previous findings. Frontiers in Psychology, 10, 464340. https://doi.org/10.3389/fpsyg.2019.01730
Sturm, J. E., Feltz, D. L., & Gilso, T. A. (2011). A comparison of athlete and student identity for division I and division III athletes. Journal of Sport Behavior, 34(3), 295-306.
Sung, Y., Turner, S. L., & Kaewchinda, M. (2013). Career development skills, outcomes, and hope among college students. Journal of career Development, 40(2), 127-145. https://doi.org/ 10.1177/0894845311431939
Thompson, J. A., & Bunderson, J. S. (2019). Research on work as a calling… and how to make it matter. Annual Review of Organizational Psychology and Organizational Behavior, 6, 421-443. https://doi.org/10.1146/annurev-orgpsych-012218-015140
Tracey, T. J., Lent, R. W., Brown, S. D., Soresi, S., & Nota, L. (2006). Adherence to RIASEC structure in relation to career exploration and parenting style: Longitudinal and idiothetic considerations. Journal of Vocational Behavior, 69(2), 248-261. https://doi.org/10.1016/j.jvb. 2006.02.001
Tucker, L. R., & Lewis, C. (1973). A reliability coefficient for maximum likelihood factor analysis. Psychometrika, 38(1), 1-10. https://doi.org/10.1007/BF02291170
Turner, J. C., Brown, R. J., & Tajfel, H. (1979). Social comparison and group interest in ingroup favouritism. European Journal of Social Psychology, 9(2), 187-204. https://doi.org/10.1002/ ejsp.2420090207
Turner, S. L., Steward, J. C., & Lapan, R. T. (2004). Family factors associated with sixth‐grade adolescents’ math and science career interests. The Career Development Quarterly, 53(1), 41-52. https://doi.org/10.1002/j.2161-0045.2004.tb00654.x
Vallerand, R. J., Blanchard, C., Mageau, G. A., Koestner, R., Ratelle, C., Léonard, M., Gagné, M., & Marsolais, J. (2003). Les passions de l’Âme: On obsessive and harmonious passion. Journal of Personality and Social Psychology, 85(4), 756-767. https://doi.org/10.1037/0022-3514.85.4.756
Vianello, M., dalla Rosa, A., Anselmi, P., & Galliani, E. M. (2018). Validity and measurement invariance of the Unified Multidimensional Calling Scale (UMCS): A three-wave survey study. PlOS ONE, 13(12), e0209348. https://doi.org/10.1371/journal.pone.0209348
Wen, Y., Liu, F., Pang, L., & Chen, H. (2022). Proactive personality and career adaptability of Chinese female pre-service teachers in primary schools: The role of calling. Sustainability, 14(7), 4188. https://doi.org/10.3390/su14074188
Wigfield, A., & Eccles, J. S. (2000). Expectancy-value theory of achievement motivation. Contemporary Educational Psychology, 25(1), 68-81. https://doi.org/10.1006/ceps.1999.1015
Wrzesniewski, A., McCauley, C., Rozin, P., & Schwartz, B. (1997). Jobs, careers, and callings: People’s relations to their work. Journal of Research in Personality, 31(1), 21-33. https:// doi.org/10.1006/jrpe.1997.2162
Wu, G., Hu, Z., & Zheng, J. (2019). Role stress, job burnout, and job performance in construction project managers: The moderating role of career calling. International Journal of Environmental Research and Public Health, 16(13), 2394. https://doi.org/10.3390/ ijerph16132394
Xie, B., Zhou, W., Huang, J. L., & Xia, M. (2017). Using goal facilitation theory to explain the relationships between calling and organization-directed citizenship behavior and job satisfaction. Journal of Vocational Behavior, 100, 78-87. https://doi.org/10.1016/j.jvb.2017. 03.001
Xu, J., & Luo, J. (2022). A comprehensive analysis of teacher’s professional identity in physical education undergraduates based on artificial intelligence. Mobile Information Systems, 2022(1), 1-11. https://doi.org/10.1155/2022/4914792
Zeng, J., & Liu, W. (2024). The development and validation of the teacher professional identity scale in a Chinese university context. PLOS ONE, 19(3), e0293156. https://doi.org/10.1371/ journal.pone.0293156
Zhang, S., Wang, J., Xie, F., Yin, D., Shi, Y., Zhang, M., Yin, H., Li, F., Yang, L., Cao, D., & Sun, T. (2020). A cross-sectional study of job burnout, psychological attachment, and the career calling of Chinese doctors. BMC Health Services Research, 20, 1-11. https://doi.org/10.1186/s12913- 020-4996-y
Zhang, S., Tang, Y., & Yong, S. (2022). The influence of gratitude on pre-service teachers’ career goal self-efficacy: Chained intermediary analysis of meaning in life and career calling. Frontiers in Psychology, 13, 1-11. https://doi.org/10.3389/fpsyg.2022.843276
Zhang, T., Feng, J., Jiang, H., Shen, X., Pu, B., & Gan, Y. (2021). Association of professional identity, job satisfaction and burnout with turnover intention among general practitioners in China: Evidence from a national survey. BMC Health Services Research, 21, 1-11. https:// doi.org/10.1186/s12913-021-06322-6
Zhao, X., Wu, K., Sun, B., & Li, W. (2022). Teacher career calling reduces burnout: The mediation effects of work engagement and psychological capital. Frontiers in Psychology, 13, 1-8. https://doi.org/10.3389/fpsyg.2022.988467
APA Format | Chen, C.-C., & Hung, C.-H., & Teng, C.-W., & Liu, M.-F. (2025). To Be or Not to Be? An Analysis of the Moderating Effects of Teaching Calling and Professional Identity on Career Decision-Making Self-Efficacy, Outcome Expectations, and Career Hope Among Pre-Service Teachers in Arts Universities. Journal of Research in Education Sciences, 70(1), 75-113.
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