學用相符與就業職能對職場新鮮人薪資之影響:多層次分析
作者:國立宜蘭大學應用經濟與管理學系蕭瑞民、國立宜蘭大學通識教育中心林大森、國立東華大學社會學系莊致嘉
卷期:68卷第4期
日期:2023年12月
頁碼:227-255
DOI:https://doi.org/10.6209/JORIES.202312_68(4).0008
摘要:
本研究從教育與勞動市場連結的觀點探討「學用相符」與「就業職能」對畢業生初入職場薪資的影響,以文憑主義、訊號理論與人力資本論為理論依據,研究方法採多層次分析,總體層次包含團隊合作能力、溝通協調能力、專業技術能力三項就業職能,個體層次則探討垂直和水平學用相符程度對薪資的影響,且考慮總體與個體兩個層次的互動效應。資料來源為「臺灣高等教育整合資料庫」95學年度畢業後一年流向調查,合併學士及碩士之資料。研究發現,總體層次的「團隊合作能力」以及「專業技術能力」對於薪資有顯著的提升效果,「溝通協調能力」則是負向作用;個體層次方面,垂直與水平的學用不符皆會導致薪資減少。總體與個體層次的調節效果呈現:縱向的學用相符與薪資間的關係會受到「團隊合作能力」與「專業技術能力」調節作用之影響,而三個就業職能在水平學用相符與薪資間則無調節效果。回應到理論的解釋,文憑和訊號對職場新鮮人的薪資提升皆有正向的影響,它的作用就像是過濾器,在第一階段先淘汰了學用不符者,人力資本在第二階段才發生實質的效果。本研究主題契合聯合國「永續發展目標」中「勞力市場制度」關懷的議題。
關鍵詞:學用相符、就業職能、階層線性模式、勞力市場制度、調節效果
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參考文獻:
- Allen, J., & Weert, E. D. (2007). What do educational mismatches tell us about skill mismatches? A cross-country analysis. European Journal of Education, 42(1), 59-73. https://doi.org/10.1111/ j.1465-3435.2007.00283.x
- Bagger, J., Fontaine, F., Postel-Vinay, F., & Robin, J.-M. (2014). Tenure, experience, human capital, and wages: A tractable equilibrium search model of wage dynamics. American Economic Review, 104(6), 1551-1596. https://doi.org/10.1257/aer.104.6.1551
- Barro, R. J. (2001). Human capital and growth. American Economic Review, 91(2), 12-17. https:// doi.org/10.1257/aer.91.2.12
- Becker, G. S. (1994). Human capital: A theoretical and empirical analysis, with special reference to education (3rd ed.). University of Chicago Press.
- Boreham, N. A. (2004). A theory of collective competence: Challenging the Neo-liberal individualisation of performance at work. British Journal of Educational Studies, 52(1), 5-17. https://doi.org/10.1111/j.1467-8527.2004.00251.x
» 展開更多
- Allen, J., & Weert, E. D. (2007). What do educational mismatches tell us about skill mismatches? A cross-country analysis. European Journal of Education, 42(1), 59-73. https://doi.org/10.1111/ j.1465-3435.2007.00283.x
- Bagger, J., Fontaine, F., Postel-Vinay, F., & Robin, J.-M. (2014). Tenure, experience, human capital, and wages: A tractable equilibrium search model of wage dynamics. American Economic Review, 104(6), 1551-1596. https://doi.org/10.1257/aer.104.6.1551
- Barro, R. J. (2001). Human capital and growth. American Economic Review, 91(2), 12-17. https:// doi.org/10.1257/aer.91.2.12
- Becker, G. S. (1994). Human capital: A theoretical and empirical analysis, with special reference to education (3rd ed.). University of Chicago Press.
- Boreham, N. A. (2004). A theory of collective competence: Challenging the Neo-liberal individualisation of performance at work. British Journal of Educational Studies, 52(1), 5-17. https://doi.org/10.1111/j.1467-8527.2004.00251.x
- Bowles, S., & Gintis, H. (1976). Schooling in capitalist America: Educational reform and the contradictions of economic life. Basic Books.
- Bracke, P., Straat, V., & Missinne, S. (2014). Education, mental health, and education-labor market Misfit. Journal of Health and Social Behavior, 55(4), 442-459. https://doi.org/10.1177/ 0022146514557332
- Brown, D. K. (2001). The social sources of educational credentialism: Status cultures, labor markets, and organizations. Sociology of Education, 74(Extra Issue: Current of Thought), 19-34. https://doi.org/10.2307/2673251
- Burnette, D. M. (2016). The renewal of competency-based education: A review of theliterature. The Journal of Continuing Higher Education, 64(2), 84-93. https://doi.org/10.1080/ 07377363.2016.1177704
- Chang, T.-S., Wang, H.-C., & Chen, S.-T. (2022). A longitudinal study of educational aspirations and occupational aspirations among college students. Journal of Research in Education Sciences, 67(3), 147-176. https://doi.org/10.6209/JORIES.202209_67(3).0005
- Cheetham, G., & Chivers, G. (2005). Professions, competence and informal learning. Edward Elgar.
- Cheng, Y.-F., & Hsu, Y.-S. (2017). Decision tree for investigating the factors affecting graduate salaries. Journal of Research in Education Sciences, 62(2), 125-151. https://doi.org/10.6209/ JORIES.2017.62(2).05
- Chiswick, B. R., & Miller, P. W. (2010). The effects of educational-occupational mismatch on immigrant earnings in Australia, with international comparisons. The International Migration Review, 44(4), 869-898. https://doi.org/10.1111/j.1747-7379.2010.00829.x
- Chu, F., Ye, L., & Guo, M. (2014). Research on the evaluation criteria of railway skilled employees’ career success in China. In Z. Zhang, Z. M. Shen, J. Zhang, & R. Zhang (Eds.), LISS 2014: Proceedings of 4th international conference on logistics, informatics and service science (pp. 975-983). Springer International. https://doi.org/10.1007/978-3-662-43871-8_141
- Clausen, J. S. (1991). Adolescent competence and the shaping of the life course. American Journal of Sociology, 96(4), 805-842. https://doi.org/10.1086/229609
- Collins, R. (1979). The credential society: An historical sociology of education and stratification. Academic Press.
- Delaney, A. M. (2004). Ideas to enhance higher education’s impact on graduates’ lives; alumni recommendations. Tertiary Education and Management, 10(2), 89-105. https://doi.org/10.1080/ 13583883.2004.9967120
- Desimone, R. L., Werner, J. M., & Harris, D. M. (2002). Human resource development (3rd ed.). Harcourt College Publishers.
- Di Pietro, G., & Urwin, P. (2006). Education and skills mismatch in the Italiang graduate labour market. Applied Economics, 38(1), 79-93. https://doi.org/10.1080/00036840500215303
- Dinovitzer, R., Hagan, J., & Parker, P. (2003). Choice and circumstance: Social capital and planful competence in attainments of immigrant youth. Canadian Journal of Sociology, 28(4), 463-488. https://doi.org/10.2307/3341838
- Fugate, M., Kinicki, A. J., & Ashforth, B. E. (2004). Employability: A psycho-social construct, its dimensions, and pplications. Journal of Vocational Behavior, 65(1), 14-38. https://doi.org/ 10.1016/j.jvb.2003.10.005
- Goffin, R. D., & Woycheshin, D. E. (2006). An empirical method of determining employee competencies/KSAOs from task-based job analysis. Military Psychology, 18(2), 121-130. https://doi.org/10.1207/s15327876mp1802_2
- Groot, W., & van den Brink, H. M. (2000). Skill mismatches in the Dutch labor market. International Journal of Manpower, 21(8), 584-595. https://doi.org/10.1108/01437720010379493
- Heromi, N. A., Usop, H., Mughal, Y. H., & Channa, M. A. (2016). Factors contributing to employee competency: Insights from Malaysia. Science International, 28(1), 485-489.
- Hoge, M., McFaul, M., Cauble, L. L., Crafat, K. L., Paris, M., & Calcote, R. M. (2016). Building the skills of drect care workers: The Alaskan core competencies initiative. Journal of Rural Mental Health, 40(1), 31-39. https://doi.org/10.1037/rmh0000045
- Holmes, G., & Hooper, N. (2000). Core competence and education. Higher Education, 40(3), 247-258. https://doi.org/10.1023/A:1004003032197
- Hox, J., Moerbeek, M., & van de Schoot, R. (2017). Multilevel analysis: Techniques and applications (3rd ed.). Routledge.
- Hsiao, C.-C. (2022). Effects of creative self-efficacy and work value on creative teaching: A cross-level analysis of professional learning communities and teachers’ trust. Journal of Research in Education Sciences, 67(1), 255-289. https://doi.org/10.6209/JORIES.202203_ 67(1).0009
- Huang, M.-F., & Hwang, Y.-J. (2014). Correlation among students’ family background, academic performance in junior high school, and senior high school tracking in Taiwan. Journal of Educational Practice and Research, 27(2), 67-98.
- Hwang, Y.-J., & Lin, C.-Y. (2010). The new measure of education-job mismatch and its impact on earnings and subjective consciousness. Taiwan Journal of Sociology of Education, 10(1), 45-83.
- Jacob, M., & Weiss, F. (2010). From higher education to work patterns of labor market entry in Germany and the US. Higher Education, 60(5), 529-542. https://doi.org/10.1007/ s10734-010-9313-y
- Johnson, J. P., Lenartowicz, T., & Apud, S. (2006). Cross-cultural competence in international business: Toward a definition and a model. Journal of International Business Studies, 37(4), 525-543. https://doi.org/10.1057/palgrave.jibs.8400205
- Klein, K., & Kozlowski, S. W. (2000). Multilevel theory, research, and methods in organizations: Foundations, extensions, and new directions. Jossey Bass.
- LaFromboise, T., Coleman, H. L. K., & Gerton, J. (1993). Psychological impact of biculturalism: Evidence and theory. Psychological Bulletin, 114(3), 395-412. https://doi.org/10.1037/0033- 2909.114.3.395
- Lang, K., & Manove, M. (2011). Education and labor market discrimination. The American Economic Review, 101(4), 1467-1496. https://doi.org/10.1257/aer.101.4.1467
- Lin, C.-C., & Peng, T.-K. (2006). Multilevel research in management: Conceptual, theoretical, and methodological issues in level of analysis. Journal of Management, 23(6), 649-675. https:// doi.org/10.6504/JOM.2006.23.06.01
- Lin, D.-S. (2010). Factors influencing students’ choices in the multiple college entrance program: The case of four-year institutes of technology. Journal of Research in Education Sciences, 55(3), 89-122. https://doi.org/10.3966/2073753X2010095503004
- Lin, D.-S. (2013). An examination of the relationship among University graduates’ employment competency, professional certificates/licenses and wages. Educational Policy Forum, 16(1), 1-37. https://doi.org/10.3966/156082982013021601001
- Lin, D.-S. (2016). An analysis on employee competency, salary, and job satisfaction of master’s graduates. Journal of Education Policy and Management, 1, 133-170. https://doi.org/10.3966/ 251889252016100101006
- Liu, H.-H., & Huang, C.-K. (2011). The manpower utilization of college graduates after higher educational expansion in Taiwan. Journal of Educational Research and Developmen, 7(3), 153-179.
- Liu, H.-H., & Chen, Y.-C. (2022). Methods of facilitating the recruitment and retention of university talent: The features of university faculty compensation system in the United States and its implications for Taiwan. Journal of Research in Education Sciences, 67(2), 1-31. https:// doi.org/10.6209/JORIES.202206_67(2).0001
- Liu, J., & Sakamoto, A. (2002). The role of schooling in Taiwan’s labor market: Human capital, screening, or credentialism? Taiwanese Journal of Sociology, 29, 1-56. https://doi.org/10.6786/ TJS.200212.0001
- Liu, Y., Green, A., & Pensiero, N. (2016). Expansion of higher education and inequality of opportunities: A cross-national analysis. Journal of Higher Education Policy and Management, 38(3), 242-263. https://doi.org/10.1080/1360080X.2016.1174407
- Mathieu, J. E., & Schulze, W. (2006). The influence of team knowledge and formal plans on episodic team process-performance relationships. Academy of Management Journal, 49(3), 605–619. https://doi.org/10.5465/AMJ.2006.21794678
- Mertens, A., & Röbken, H. (2013). Does a doctoral degree pay off? An empirical analysis of rates of return of German doctorate holders. Higher Education: The International Journal of Higher Education and Educational Planning, 66(2), 217-231. https://doi.org/10.1007/s10734-012- 9600-x
- Noe, R. A. (2009). Employee training and development (5th ed.). McGraw-Hill/Irwin.
- Pascarella, E. T., & Terenzini, P. T. (2005). How college affects students: A third decade of research. Jossey-Bass.
- Passoneau, S., & Erickson, S. (2014). Core competencies for assessment in libraries: A review and analysis of job postings. The Library Leadership and Management, 28(4), 1-19. https://doi.org/ 10.5860/llm.v28i4.7080
- Pruneau, D., Kerry, J., Blain, S., Evichnevetski, E., Deguire, P., Barbier, P. Y., Freiman, V., Therrien, J., Langis, J., & Lang, M. (2013). Competencies demonstrated by municipal employees during adaptation to climate change: A pilot study. The Journal of Environmental Education, 44(4), 217-231. https://doi.org/10.1080/00958964.2012.759521
- Roksa, J., & Levey, T. (2010). What can you do with that degree? College major and occupational status of college graduates over time. Social Forces, 89(2), 389-415. https://doi.org/10.1353/ sof.2010.0085
- Rosenbaum, J. E. (1996). Policy uses of research on the high school-to-work transition. Sociology of Education, 69, 102-122. https://doi.org/10.2307/3108458
- Rosenbaum, J. E., & Binder, A. (1997). Do employers really need more educated youth? Sociology of Education, 70(1), 68-85. https://doi.org/10.2307/2673193
- Rusbult, C. E., Insko, C. A., & Lin, Y. H. (1995). Seniority-based reward allocation in the United States and Taiwan. Social Psychology Quarterly, 58(1), 13-30. https://doi.org/10.2307/2787140
- Sandberg, J. (2000). Understanding human competence at work: An interpretative approach. Academy of Management Journal, 43(1), 9-25. https://doi.org/10.2307/1556383
- Seibert, S. E., & Kraimer, M. L. (2001). The five-factor model of personality and career success. Journal of Vocational Behavior, 58(1), 1-21. https://doi.org/10.1006/jvbe.2000.1757
- Shavit, Y., & Muller, W. (2001). From school to work. A comparative study of educational qualifications and occupational destinations. Oxford University Press.
- Stewart, T. A. (1999). Intellectual capital. Brealey.
- Suharno, P., & Despinur, D. (2017). The impact of work motivation and competence on employee performance through service quality in administrative staff of Universities Negeri Jakarta, Indonesia. RJOAS, 1(61), 160-171. https://doi.org/10.18551/rjoas.2017-01.16
- Survey Research Data Archive. (2022). Introduction to Taiwan Integrated Higher Education Database.https://srda.sinica.edu.tw/browsingbydatatype.php?category=surveymethod&type=1
- Tao, H.-L., & Chien, W.-H. (2011). Mismatch between education and job and its influence on earnings: A comparison between female bachelors and female masters. Bulletin of Educational Research, 57(4), 43-79. https://doi.org/10.3966/102887082011125704002
- Thurow, L, C. (1975). Generating inequality: Mechanisms of distribution in the U.S. economy. Basic Books.
- Tsai, S.-L. (2015). Revisiting selection in heterogeneous returns to college education. Journal of Social Sciences and Philosophy, 27(2), 323-360.
- Tsay, R.-M., & Lin, D.-S. (2002). A rolling stone gathers no moss? The effects of work experience on wage in Taiwan’s labor markets. Taiwanese Journal of Sociology, 29, 57-95. https://doi.org/ 10.6786/TJS.200212.0057
- Tsay, R.-M., Chuang, C.-C., & Yeh, J.-H. (2005). The influence of occupational mismatch on earnings in Taiwan: A comparison of the standard deviation approach and the self-assessment approach. Journal of Population Studies, 30, 65-95.
- Tseng, C.-Y., Pai, D.-C., Hung, C.-H. (2011). Knowledge absorptive capacity and innovation performance in KIBS. Journal of Knowledge Management, 15(6), 971-983. https://doi.org/ 10.1108/13673271111179316
- University Admission Committee. (2023). Homepage. https://www.uac.edu.tw/
- Wang, S.-M., Yueh, H.-P., Huang, Y.-K., & Kang, W.-C. (2020). Entrepreneurial intentions of management students: Moderating effects of department identification. Journal of Research in Education Sciences, 65(4), 1-29. https://doi.org/10.6209/JORIES.202012_65(4).0001
- Weeden, K. A. (2002). Why do some occupations pay more than others? Social closure and earnings inequality in the United States. American Journal of Sociology, 108(1), 55-101. https://doi.org/ 10.1086/344121
- Wen, F.-H., & Chiou, H.-J. (2012). Methodology of multilevel modeling. Future Career.
- Wu, C.-J., Cheng, C.-H., & Chang, L.-C. (2021). Reading popular mathematics from equations or words: Comparison of analysis of covariance and hierarchical linear modeling. Journal of Research in Education Sciences, 66(1), 107-139. https://doi.org/10.6209/JORIES.202103_ 66(1).0004
- Yang, Q., Zhang, X., Du, X., Bielefield, A., & Liu, Y. Q. (2016). Current market demand for core competencies of librarianship– A text mining study of American library association’s advertisements from 2009 through 2014. Applied Sciences, 6(2), 48-64. https://doi.org/10.3390/ app6020048
- Yu, W., & Ramanathan, R. (2013). Business environment, employee competencies and operations strategy: An empirical study of retail rirms in China. IMA Journal of Management Mathematics, 24(2), 231-252. https://doi.org/10.1093/imaman/dpr026
Journal directory listing - Volume 68 (2023) - Journal of Research in Education Sciences【68(4)】December
Effects of Education-Job Match and Employee Competence on Labor Market Newcomers' Salary: A Multi-Level Analysis
Author: Jui-Min Hsiao (Department of Applied Economics and Management, National I-Lan University), Da-Sen Lin (Center for General Education,National I-Lan University), Chih-Chia Chuang (Department of Sociology, National Dong Hwa University)
Vol.&No.:Vol. 68, No. 4
Date:December 20233
Pages:227-255
DOI:https://doi.org/10.6209/JORIES.202312_68(4).0008
Abstract:
This study investigated the factors influencing graduates’ salaries. Specifically, this study analyzed the relationship between education and the labor market by considering education-job match and employee competencies. This article used credentialism, signaling theory and human capital theory as the theoretical basis to conduct in-depth analysis and discussion. To achieve research purpose, a multilevel analysis was adopted. At the group level, the study investigated several competencies, such as teamwork, communication skills, and expertise, among individuals with different university majors. At the individual level, the study focused on how vertical and horizontal education-job matches influence salary. The moderating effect of the two levels was also considered. Data were obtained from the 2006 follow-up of a university graduate survey from the Taiwan Integrated Higher Education Database, which contains data from bachelor’s and master’s degree holders. Our findings at the group level indicate that teamwork and expertise positively affect salaries. However, communication skills have the opposite effect. At the individual level, both vertical and horizontal education-job mismatches result in lower salaries. The interactions between these two levels, teamwork, and expertise moderate the relationship between vertical education-job match and salary. The three competencies do not moderate the relationship between horizontal education-job match and salary. In terms of theoretical explanations, credentialism and signaling theory have a positive impact on the salary increase of freshmen to the labor market. They act as a filter, eliminating education-misfit and major-misfit workers in the first stage. Thereafter, human capital theory takes substantial effect in the second stage. The research topic and analysis process are consistent with the labor market institution issues concerned by the “decent work and economic growth” project under the United Nations Sustainable Development Goals.
Keywords:education-job match, employee competency, hierarchical linear model, labor market institutions, moderating effect