過量教育、學用不一對於工作滿意度的影響

The Effects of Over-education and Mismatch on Job Satisfaction

趙子揚; 陸偉明
Tzu-Yang Chao; Wei-Ming Luh

Doi:10.3966/181665042019091503004


所屬期刊: 第15卷第3期 「教育政策與制度」
主編:國立政治大學教育行政與政策研究所教授
秦夢群
系統編號: vol058_04
主題: 教育政策與制度
出版年份: 2019
作者: 趙子揚; 陸偉明
作者(英文): Tzu-Yang Chao; Wei-Ming Luh
論文名稱: 過量教育、學用不一對於工作滿意度的影響
論文名稱(英文): The Effects of Over-education and Mismatch on Job Satisfaction
共同作者:
最高學歷:
校院名稱:
系所名稱:
語文別: 中文
論文頁數: 36
中文關鍵字: 工作滿意度; 生涯與就業協助系統; 教育-職業不相稱; 過量教育; 學用不一
英文關鍵字: career & vocational helping system; job-education mismatch; job satisfaction; over-education
服務單位: 國立成功大學教育研究所
稿件字數: 18473
作者專長: 隨著高等教育的擴張,過量教育或學用不一的問題漸漸浮現。本研究旨在建 構教育與職業不相稱之客觀及主觀評量方法與比較,進而探討過量教育、學用不 一對於工作滿意度之負面影響,以及學用不一在不足教育、適量教育與過量教育 組透過薪資中介影響工作滿意度之情形。本研究母群為臺灣20-65 歲全職工作人 口,並以自編網路問卷「臺灣工作型態與滿意調查」共計1,522 筆資料進行分析。 結果顯示,在教育部的18 個學門中,法政與生命科學學群反應出主觀知覺的過量 教育;生命科學、生物資源與藝術學群有較高的學用不一;教育、資訊工程學門 則有較高的工作滿意度。另外,本研究所建構的客觀與主觀評量之間雖有關聯, 但與過往實證結果比較後僅選擇主觀評量進行後續分析。在考量了工作相關變項 與薪資後,階層迴歸分析顯示過量教育及學用不一對於工作滿意度仍有顯著的解 釋力,其中以過量教育組與不足教育組的工作滿意度顯著低於適量教育組。進一 步路徑分析結果顯示,在不足教育組,學用不一會透過薪資中介進而影響工作滿 意度,但在適量教育組及過量教育組則無此問題,顯示學用不一且薪資不佳時問 題最大,建議未來教育必須更強化與勞動市場的連結。
投稿日期: 2019/2/26
論文下載: pdf檔案icon
摘要(中文): 隨著高等教育的擴張,過量教育或學用不一的問題漸漸浮現。本研究旨在建
構教育與職業不相稱之客觀及主觀評量方法與比較,進而探討過量教育、學用不
一對於工作滿意度之負面影響,以及學用不一在不足教育、適量教育與過量教育
組透過薪資中介影響工作滿意度之情形。本研究母群為臺灣20-65 歲全職工作人
口,並以自編網路問卷「臺灣工作型態與滿意調查」共計1,522 筆資料進行分析。
結果顯示,在教育部的18 個學門中,法政與生命科學學群反應出主觀知覺的過量
教育;生命科學、生物資源與藝術學群有較高的學用不一;教育、資訊工程學門
則有較高的工作滿意度。另外,本研究所建構的客觀與主觀評量之間雖有關聯,
但與過往實證結果比較後僅選擇主觀評量進行後續分析。在考量了工作相關變項
與薪資後,階層迴歸分析顯示過量教育及學用不一對於工作滿意度仍有顯著的解
釋力,其中以過量教育組與不足教育組的工作滿意度顯著低於適量教育組。進一
步路徑分析結果顯示,在不足教育組,學用不一會透過薪資中介進而影響工作滿
意度,但在適量教育組及過量教育組則無此問題,顯示學用不一且薪資不佳時問
題最大,建議未來教育必須更強化與勞動市場的連結。
摘要(英文): As the population of students in higher education increases, the issues of over
education and mismatch of study field emerge. The purpose of present study is threefold.
First was to construct subjective and objective assessments to measure over-education
and job-education mismatch. Second was to investigate the incremental variation of job
satisfaction that over-education and job-education mismatch could account for. Third
was to explore the path of mismatch to job satisfaction mediated by salary for groups of
adequate, over-, and under-education. A self-reported on-line survey was administered,
and 1522 subjects were recruited. After comparing the results of contingent tables and
Gamma coefficients, the subjective approach was selected to use for subsequent analysis.
The hierarchical regression analyses showed that over-education and job-education
mismatch negatively affected job satisfaction after controlling for job-related variables
and salary. Finally, the mediating effects between salary and job satisfaction were not
significant for adequate and over-educated groups but significant for under-educated
group. Based on the findings, further direction for research and suggestion for policy
were provided.
參考文獻: 王思峰(2014)。工作世界:學群與學類職業網絡圖。輔仁大學人才測評發展與
職場健康研究中心技術報告。新北市。
行政院主計處(2017a)。平均每人月消費支出(統計至104)。取自http://win.
dgbas.gov.tw/fies/doc/4.xls
行政院主計處(2017b)。教育程度別受僱就業者平均每月主要工作之收入(2015-
2016)。取自https://www.dgbas.gov.tw/public/data/dgbas04/bc4/mpwutility/105/
mtable60.xls
洪嘉瑜、銀慶貞、陶宏麟(2015)。臺灣女性大學畢業生「教育-工作不相稱」
對於薪資與工作滿意度的影響。臺灣教育社會學研究,15(1),43-87。doi:
10.3966/168020042015061501002
張宜君、林宗弘(2015)。臺灣的高等教育擴張與階級複製:混合效應維續的不平
等。臺灣教育社會學研究,15(2),85-129。doi: 10.3966/1680200420151215
02003
張雯玲(2011)。臺灣高等教育過量教育與就業現象研究。經營管理學刊,5(6),
1-30。
教育部(2015)。104 學年度大專校院各科系所畢業生人數。取自https://depart.moe.
edu.tw/ED4500/News_Content.aspx?n=5A930C32CC6C3818&sms=91B3AAE8C
6388B96&s=159044407A762F30
教育部統計處(2017a)。大專校院學生粗在學率-按性別與年別分(2016)。取
自https://www.gender.ey.gov.tw/gecdb/Stat_Statistics_DetailData.aspx?sn=jqa21a6
kHR3mvfzW7xMVfw%3D%3D
教育部統計處(2017b)。大專院校概況統計(77-105 學年度)。取自https://
depart.moe.edu.tw/ED4500/News_Content.aspx?n=48EBDB3B9D51F2B8&sms=F
78B10654B1FDBB5&s=4396A90696381274
傅仰止(2017)。臺灣社會變遷基本調查計畫2015 第七期第一次:工作與生活組。
取自https://srda.sinica.edu.tw/datasearch_detail.php?id=1058。doi:10.6141/TWSRDA-
C00315_2-1
傅祖壇、楊佳茹、黃美瑛(2010)。過度教育與薪資之關係:臺灣地區大學近期畢
2009)。國際新職業量表在臺灣教育研究中的適用性:本土化與國際化
的考量。教育科學研究期刊,54(3),1-28。
劉秀曦、黃家凱(2011)。高等教育擴張後我國大學畢業生人力運用之研究。教
育研究與發展期刊,7(3),153-180。
蔡瑞明、莊致嘉、葉秀珍(2005)。「教育與職業不相稱」對薪資的影響:「標
準差法」與「自我評量法」兩種不相稱測度方法之比較。人口學刊,30,65-
95。
蕭霖(2003)。教育與職業不對稱的模式探討。教育政策論壇,6(2),43-66。
Allen, J. & van der Velden, R. (2001). Educational mismatches versus skill mismatches:
Effects on wages, job satisfaction, and on-the-job search. Oxford Economic Papers,
53(3), 434-452. doi: 10.1093/oep/53.3.434
Allen, J., & Weert, E. D. E. (2007). What do educational mismatches tell us about skill
mismatches ? A cross-country analysis. European Journal of Education, 42(1), 59-
73.
Badillo Amador, L., & Vila, L. E. (2013). Education and skill mismatches: Wage and job
satisfaction consequences. International Journal of Manpower, 34(5), 416-428. doi:
10.1108/IJM-05-2013-0116
Beduwe, C., & Giret, J. F. (2011). Mismatch of vocational graduates: What penalty on
French labour market? Journal of Vocational Behavior, 78(1), 68-79. doi: 10.1016/
j.jvb.2010.09.003
Belsley, D. A. (1991). A guide to using the collinearity diagnostics. Computer Science in
Economics and Management, 4(1), 33-50. doi: 10.1007/BF00426854
Benz, M., & Frey, B. S. (2008). The value of doing what you like: Evidence from the
self-employed in 23 countries. Journal of Economic Behavior and Organization,
68(3-4), 445-455. doi: 10.1016/j.jebo.2006.10.014
Blazquez, M., & Budria, S. (2012). Overeducation dynamics and personality. Education
Economics, 20(3), 260-283. doi: 10.1080/09645292.2012.679338
of over-education on earnings in the
graduate labour market. Economics of Education Review, 27(2), 125-139. doi:
10.1016/j.econedurev.2006.08.008
Duncan, G. J., & Hoffman, S. D. (1981). The incidence and wage effects of
overeducation. Economics of Education Review, 1(1), 75-86. doi: 10.1016/0272-
7757(81)90028-5
Fox, J., & Monette, G. (1992). Generalized Collinearity Diagnostics. Journal of
the American Statistical Association, 87(417), 178–183. doi: 10.1080/01621
459.1992.10475190
Gokta?, A. (2011). A comparison and normality test of some measures of association
via simulation for rectangular doubly ordered cross tables. Scientific Research and
Essays, 6(30), 17-37. doi: 10.5897/sre11.1283
Grapsa, E. (2017). How well matched are South African workers to their jobs ? A
comprehensive analysis of education and skills mismatch. Pretoria, South Africa:
Labour Market Intelligence Partnership (LMIP), Education and Skills Development
Programme, Human Sciences Research Council.
Green, F., McIntosh, S., & Vignoles, A. (2002). The utilization of education and skills:
Evidence from Britain. Manchester School, 70(6), 792–811. doi: 10.1111/1467-
9957.00325
Groot, W., & Maassen van den Brink, H. (2000). Overeducation in the labor market: A
meta-analysis. Economics of Education Review, 19(2), 149-158. doi: http://dx.doi.
org/10.1016/S0272-7757(99)00057-6
Harter, J. K., Schmidt, F. L., & Hayes, T. L. (2002). Business-unit-level relationship
between employee satisfaction, employee engagement, and business outcomes: A
meta-analysis. Journal of Applied Psychology, 87(2), 268-279. doi: 10.1037//0021-
9010.87.2.268
Hartog, J. (2000). Over-education and earnings: Where are we, where should we
go? Economics of Education Review, 19(2), 131-147. doi: 10.1016/S0272-
7757(99)00050-3
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. doi: 10.1080/10705519909540118
Judge, T. A., & Bono, J. E. (2001). Relationship of core self-evaluations traits - Selfesteem,
generalized self-efficacy, locus of control, and emotional stability - With job
satisfaction and job performance: A meta-analysis. Journal of Applied Psychology,
86(1), 80-92. doi: 10.1037//0021-9010.86.1.80
Kalleberg, A. L. (1977). Work values and job rewards: A theory of job satisfaction.
American Sociological Review, 42(1), 124. doi: 10.2307/2117735
Kalleberg, A. L. (2008). The mismatched worker: When people don’t fit their
jobs. Academy of Management Perspectives, 22(1), 24-40. doi: 10.5465/
AMP.2008.31217510
Kompaso, S. M., & Sridevi, M. S. (2010). Employee engagement: The key to improving
performance. International Journal of Business and Management, 5(12), 89-96. doi:
10.5539/ijbm.v5n12p89
Korpi, T., & Tahlin, M. (2009). Educational mismatch, wages, and wage growth:
Overeducation in Sweden, 1974-2000. Labour Economics, 16(2), 183-193. doi:
10.1016/j.labeco.2008.08.004
Kupets, O. (2016). Education-job mismatch in Ukraine: Too many people with tertiary
education or too many jobs for low-skilled? Journal of Comparative Economics,
44(1), 125-147. doi: 10.1016/j.jce.2015.10.005
McGuinness, S., & Sloane, P. J. (2011). Labour market mismatch among UK graduates:
An analysis using REFLEX data. Economics of Education Review, 30(1), 130-145.
doi: 10.1016/j.econedurev.2010.07.006
Mincer, J. (1974). Schooling, Experience and earnings. Human Behavior & Social
Institutions No. 2.
Montt, G. (2015). The causes and consequences of field-ofstudy mismatch: An analysis
using PIAAC. OECD Social, Employment & Migration Working Papers, 167, 1-89.
Nagy, M. S. (2002). Using a single-item approach to measure facet job satisfaction.
Journal of Occupational and Organizational Psychology, 75(1), 77-86. doi:
10.1348/096317902167658
National Center for Education Statistic. (2015). Digest of Education Statistics, 2015.
Retrieved May23, 2018, from https://nces.ed.gov/programs/digest/d15/tables/
dt15_303.25.asp?current=yes
National Student Clearinghouse Research Center. (2017). Term Enrollment Estimates
- Fall 2017. Retrieved from https://nscresearchcenter.org/wp-content/uploads/
CurrentTermEnrollment-Spring2017.pdf
Nordin, M., Persson, I., & Rooth, D.-O. (2010). Education-occupation mismatch: Is
there an income penalty? Economics of Education Review, 29(6), 1047-1059. doi:
10.1016/j.econedurev.2010.05.005
Oldham, G. R., & Hackman, J. R. (2005). How job characteristics theory happened. In
K. G. Smith & M. A. Hitt (Eds.), The Oxford handbook of management theory: The
process of theory development (pp. 151-170). Oxford, England: Oxford University
Press.
Pecoraro, M. (2016). The incidence and wage effects of overeducation using the vertical
and horizontal mismatch in skills: Evidence from Switzerland. International Journal
of Manpower, 37(3), 536-555. doi: 10.1108/IJM-10-2014-0207
Perry, A., Wiederhold, S., & Ackermann-Piek, D. (2014). How can skill mismatch be
measured? New approaches with PIAAC. Methoden, Daten, Analysen, 8(2), 137-
174. doi: 10.12758/mda.2014.006
Preacher, K. J., & Hayes, A. F. (2004). SPSS and SAS procedures for estimating indirect
effects in simple mediation models. Behavior Research Methods, Instruments, &
Computers, 36(4), 717-731. doi: 10.3758/BF03206553
Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling strategies for
assessing and comparing indirect effects in multiple mediator models. Behavior
Research Methods, 40(3), 879-891. doi: 10.3758/BRM.40.3.879
Robst, J. (2007a). Education, college major, and job match: Gender differences
in reasons for mismatch. Education Economics, 15(2), 159-175. doi:
10.1080/09645290701263070
Robst, J. (2007b). Education and job match: The relatedness of college major
and work. Economics of Education Review, 26(4), 397-407. doi: 10.1016/
j.econedurev.2006.08.003
Robst, J. (2008). Overeducation and college major: Expanding the definition of mismatch
between schooling and jobs. Manchester School, 76(4), 349-368. doi: 10.1111/
j.1467-9957.2008.01064.x
Rossel, Y. (2012). lavaan: An R package for structural equation modeling. Journal of
Statistical Software, 48(2), 1-36. doi: 10.18637/jss.v048.i02
Sattinger, M. (1993). Assignment models of the distribution of earnings. Journal of
Economic Literature, 31(2), 831-880. doi: 10.2307/2728516
Tett, R. P., & Meyer, J. P. (1993). Job satisfaction, organizational commitment, turnover
intention, and turnover: Path analyses based on meta analytic findings. Personnel
Psychology, 46(2), 259-293. doi: 10.1111/j.1744-6570.1993.tb00874.x
Tsang, M. C. (1987). The impact of underutilization of education on productivity: A case
study of the U.S. Bell companies. Economics of Education Review, 6(3), 239-254.
doi: 10.1016/0272-7757(87)90003-3
Tsang, M. C., & Levin, H. (1985). The economics of overeducation. Economics of
Education Review, 4(2), 93-104.
United States Census Bureau. (2017). CPS Historical Time Series Tables on School
Enrollment. Retrieved from https://www.census.gov/data/tables/time-series/demo/
school-enrollment/cps-historical-time-series.html
vanSaane, N. (2003). Reliability and validity of instruments measuring job satisfaction-
-a systematic review. Occupational Medicine, 53(3), 191-200. doi: 10.1093/occmed/kqg038
Verdugo, R. R., & Verdugo, N. T. (1989). The impact of surplus schooling on earnings:
Some additional findings. The Journal of Human Resources, 24(4), 629. doi:
10.2307/145998
Verhaest, D., & Omey, E. (2006a). Discriminating between alternative measures
of over-education. Applied Economics, 38(18), 2113-2120. doi: 10.1080/
00036840500427387
Verhaest, D., & Omey, E. (2006b). The impact of overeducation and its measurement.
Social Indicators Research, 77(3), 419-448. doi: 10.1007/s11205-005-4276-6
Vila, L. E., Garcia-Aracil, A., & Mora, J.-G. (2007). The distribution of job satisfaction
among young european graduates: Does the choice of study field matter? The
Journal of Higher Education, 78(1), 97-118. Retrieved from http://www.jstor.org/
stable/4122357
Wanous, J. P., Reichers, A. E., & Hudy, M. J. (1997). Overall job satisfaction: How good
are single-item measures? Journal of Applied Psychology, 82(2), 247-252. doi:
10.1037/0021-9010.82.2.247
Wright, T. A., & Cropanzano, R. (2000). Psychological well-being and job satisfaction
as predictors of job performance. Journal of Occupational Health Psychology, 5(1),
84-94. doi: 10.1037/1076-8998.5.1.84