國民小學教師心智模式量表之編製及模式之驗證研究

The Development and Confirmatory Factor Analysis of Mental Model Scale for Elementary School Teachers

10.6423/HHHC.201211.0111

鮑世青(Shyh-Ching Baw)；李安明(An-Min Li)

國民小學教師 ； 心智模式 ； 驗證性因素分析 ； elementary school teachers ； mental models ； confirmatory factor analysis

學校行政

82期（2012 / 11 / 01）

111 - 143

繁體中文

本研究旨在探討國民小學教師心智模式並發展量表。先採質性研究訪談44位教師據以編製量表，以抽樣1197份問卷，經適配度檢證確立模式結構。研究發現如下：1. 影響心智模式形成的因素有學習成長、批判思考、環境互動、專業歷練、角色扮演與工作體驗。2. 心智模式因素有主觀的快樂、受信任的感受、控制的意圖、經驗的管理、受信任的需求、接受現實、群己關係感受、受尊重的感受與自我的視角。3.量表具良好內在信度與效度，整體模式適配度佳。4. 整體心智模式因素反應為中上的水準，其中以主觀的快樂、經驗的管理、受信任的需求與受尊重的感受呈現高的水準。5. 心智模式因素在性別、服務年資與擔任職務方面呈現顯著差異。最後，根據研究結果，針對教育實務與後續研究提出建議。

The purpose of this thesis is based on using common consciousness to explore mental model of elementary school teachers, and developing a scale for measuring it.A two-stage research approach was adopted. In the first stage, literature and related data were reviewed; in-depth interview and semi-structured questionnaire were used to collect data from 44 teachers. The collected data was used to develop a questionnaire used in the second stage.In the second stage, a pretest of the questionnaire was conducted to eliminate inappropriate items, and exploratory factor analysis was performed. Then the final questionnaire was administered to collect data from 1197 teachers. Confirmatory factor analysis was performed to test the goodness of fit, reliability, and validity of the questionnaire.Based on the results, the research proposes the following conclusion:1. According to the qualitative research, 6 factors that influence the formation of mental model were found. These factors are ”learning and growth experience”, ”critical thinking experience”, ”environment interaction experience”, ”professional development experience”, ”role-play experience” and ”work experience”.2. Nine factors in 35 items were found to affect mental model of elementary school teachers. These factors are ”subjective happiness”, ”feeling of being trusted”, ”need to be in control”, ”experience management”, ”need to be trusted”, ”acceptance of reality”, ”relationship between self and group”, ”feeling of being respected”, and ”personal view”.3. The analysis results suggested that the scale featured a high level of goodness of fit, reliability, and validity. Hence, the scale could be a reference or a tool for test mental model of elementary school teachers.4. The overall level of elementary school teachers' mental model factors are above average. The performance of the level on ”subjective happiness”, ”experience management”, ”need to be trusted” and ”feeling of being respected” are the highest among all of the 9 factors.5. Elementary school teachers' mental model factors are varies with their gender, years of service and the positions. According to the major findings and conclusions of the research, suggestions are offered for educational practice and further researchers' reference.

1. 黃芳銘、楊金寶、許福生(2005)。在學青少年生活痛苦指標發展之研究。師大學報：教育類，50(2)，97-119。
   連結：
2. Lippmann, W. (1922). Public Opinion. Retrieved October 3, 2010, from http://www.verycd.com/files/e852b65f35cd8295391c5405505cef6a5283308
3. Craik, K. (1943). The Nature of Exploration. Cambridge, England, Cambridge University Press.
4. Thurstone, L. L. (1947). Multiple factor analysis. Chicago: University of Chicago Press.
5. Aiken, L. R.(1980).Content validity and reliability of single items or questionnaires.Educational and psychological measurement,40,955-959.
6. Aiken, L. R.(1985).Three coefficients for analyzing the reliability and validity of ratings.Educational and psychological measurement,45,131-142.
7. Allen, S. J.,Hubbard, R.(1986).Regression equations for the latent roots of random data correlation matrices with unities on the diagonal.Multivariate Behavioral Research,21,393-398.
8. Allison, D. J.,Allison, P. A.(1993).Both Ends of a Telescope: Experience and Expertise in Principal Problem Solving.Educational Administration Quarterly,29(3),302-322.
9. Bagozzi, R. P.,Yi, Y.(1988).On the evaluation of structure equations models.Academic of Marketing Science,16(1),76-94.
10. Bentler, P. M.,Wu, E. J. C.(1983).EQS: Windows user's guide.Los Angeles, CA:BMDP Statistical Software.
11. Bogner, L. A.(2007).University of Minnesota.
12. Bollen, K. A.(1989).Structural equations with latent variables.New York:Wiley.
13. Boomsma, A.(1983).Gröningen,University of Groningen.
14. Byrne, B. M.(2010).Structural equation modeling with AMOS: Basic concepts, applications, and programming.New York:Taylor & Francis Group.
15. Cliff, N.(1988).The eigenvalue-greater-than-one rule and the reliability of components.Psychological Bulletin,103,276-279.
16. Fornell, C.,Larcker, D.(1981).Structural equation models with unobservable variables and measurement errors.Journal of Marketing Research,18(2),39-50.
17. Gentner, D.(Ed.),Stevens, A.(Ed.)(1983).Mental models.Hillsdale, NJ:Lawrence Erlbaum Associates.
18. Gilford, J. P.(1954).Psychometric Methods.NY:McGraw-Hill.
19. Hair, J. F.,Black, W. C.,Babin, B. J.,Anderson, R. E.(2010).Multivariate data analysis: A global perspective (7th Ed.).Upper Saddle River, NJ:Pearson Prentice Hall.
20. Johnson-Laird, P.(1983).Mental model: Towards a congnitive science of language, inference, and consciousness.MA:Harvard University Press.
21. Joreskog, K. G.,Sorbom, D.(1989).LISREAL 7: A Guide to the program and application.Chicago:SPSS Inc..
22. Kaiser, H. F.(1970).A second generation Little Jiffy.Psychometrika,35,401-415.
23. Kline, R. B.(2004).Principles and practice of structural equation modeling (2nd Ed.).NY:Guilfords Press.
24. Kotler, P.,Keller, K.(2006).A Framework for Marketing Management.NJ:Prentice-Hall, Inc..
25. Lincoln, Y. S.,Guba, E. G.(1985).Naturalistic inquiry.Beverly Hills, CA:Sage.
26. Little, T. D.(1997).Mean and covariance structures (MACS) analysis of cross-cultural data: Practice and theoretical issue.Multivariate Behavioral Research,32,53-76.
27. Montanelli, R. G., Jr.,Humphreys, L. G.(1976).Latent roots of random data correlation matrices with squared multiple correlations on the diagonal: A Monte Carlo study.Psychometrika,41,341-348.
28. Noar, S. M.(2003).The role of structural equation modeling in scale development.Structural equation modeling,10(4),622-647.
29. Patterson, K.,Grenny, J.,Switzler, J. G.,McMillan, R.(1996).The Balancing Act: Mastering the Competing Demands of Leadership.OH:Thompson Executive Press.
30. Patton, M. Q.(1990).Qualitative evaluation and research methods.CA:Sage.
31. Rouse, W. B.,Morris, N.(1986).On looking into the black box: Prospects and limits in the search for mental models.Psychological Bulletin,100,349-363.
32. Ryan, A. W.(2008).The Florida State University.
33. Sarason, S. B.(1971).The culture of the school and the problem of change.Boston:Allyn & Bacon.
34. Schank, R. C.,Abelson, R. P.(1977).Scripts, plans, goals, and understanding: An inquiry into human knowledge structures.Hillsdale, NJ:Erlbaum.
35. Schein, E.(1992).Organizational Culture and Leadership (2ed Ed.).San Francisco:Jossey-Bass.
36. Senge, P.(2006).The fifth discipline.NY:Doubleday.
37. Sharma, S.(1996).Applied Multivariat Techeniques.NY:Wuley.
38. Snock, S. C.,Gorsuch, R. L.(1989).Component analysis versus common factor analysis: A Monte Carlo study.Psychological Bulletin,106(1),148-154.
39. Tabachnick, B. G.,Fidell, L. S.(2007).Using Multivariate Statistics (5th Ed.).Needham Heights, MA:Allyn and Bacon.
40. Thomas, R. E.(1978).Strategy is different in service industry.Harvard Business Review,56,158-165.
41. Williamson, J. R.(1999).University of Georgia.
42. Wold, H.(Ed.),Jöreskog, K.(Ed.)(1982).Systems under indirect observation.New York, NY:Elsevier North-Holland.
43. Zaltman, G.(2003).How Customers Think: Essential Insights into the Mind of the Market.MA:Harvard Business School Press.
44. Zaltman, G.,Zaltman, L. H.(2008).Marketing Metaphoria: What Deep Metaphors Reveal About the Minds of Consumers.MA:Harvard Business School Press.
45. 王素芸(2009)。協同教學的意義、特質與類型。教育研究與發展期刊，5(2)，55-79。
46. 王瑞壎(2006)。從學校行政領導與管理之差異省思校長角色。教育研究月刊，142，90-99。
47. 何彥廷(2007)。碩士論文(碩士論文)。台中，東海大學。
48. 吳明隆(2009)。SPSS操作與應用─問卷統計分析實務。台北市:五南。
49. 吳明隆、張毓仁(2010)。結構方程模式實務應用秘笈。台北市:五南。
50. 吳清山、林天祐(1994)。全面品質管理及其在教育上的應用。初等教育學刊，3，1-28。
51. 呂晶晶(2009)。博士論文(博士論文)。新竹市，國立新竹教育大學。
52. 李宗山(2002)。碩士論文(碩士論文)。嘉義縣，國立中正大學。
53. 李茂能(2006)。結構方程模式軟體Amos之簡介及其在測驗編製上之應用：Graphics& Basic。台北市:五南。
54. 邱皓政(2005)。結構方程模式：LISREL的理論、技術與應用。台北市:雙葉書廊。
55. 邱皓政(2011)。量化研究與統計分析。台北市:五南。
56. 黃芳銘(2007)。結構方程模式：理論與應用。台北市:五南。
57. 黃金柱(2002)。學校體育計畫促銷策略。研習資訊，19(3)，32-41。
58. 黃培培(2010)。碩士論文(碩士論文)。台北市，國立台灣師範大學。
59. 鄭彩鳳(2003)。美國教師工會之發展：兼論對台灣組織教師工會之啟示。教育政策論壇，6(2)，21-42。
60. 謝文貴(2003)。碩士論文(碩士論文)。臺北市，國立臺北師範學院。
61. 謝佳芳(2002)。碩士論文(碩士論文)。高雄市，國立高雄師範大學。
62. 蘇千惠(2004)。碩士論文(碩士論文)。臺北市，國立臺灣師範大學。