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題名:教師創意教學衡量中共同方法變異問題之探討
書刊名:測驗學刊
作者:蕭佳純 引用關係涂志賢
作者(外文):Hsiao, Chia-chunTu, Chih-hsien
出版日期:2012
卷期:59:4
頁次:頁609-639
主題關鍵詞:共同方法變異創意教學構念效度Common method varianceCMVConstruct validityCreative teaching
原始連結:連回原系統網址new window
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雖然近年來有許多研究強調調查研究中的共同方法變異問題,但教育領域對此一議題的討論卻相當缺乏。有感於近年國內外對於教師創意教學的重視,但有關的衡量量表卻從未討論共同方法變異可能造成的嚴重性,所以本文以MTMM、CFA-MTMM方法,探討「教師創意教學衡量量表」的共同方法變異問題。本研究藉由不同的資料蒐集方式,進而討論共同方法變異發生的程度,並採用教師自評、學生評量及同事評量等三種資料蒐集方式,採MTMM、CFA-MTMM的統計分析方法,結果顯示,本研究所使用量表的方法變異為8.3%,特質變異為0.7%,測量誤差為91%,雖不如過去研究所認為的嚴重,但希冀能由此引起國內教育學者對此問題的重視。最後,針對上述結果,本研究將提出相關的討論與建議。
Despite recurring concerns about common method variance (CMV) in survey research, the educational research community remains largely uncertainties of the extent of such potential bias. To address this uncertainty, this research attempts to systematically examine the impact of CMV on the inferences drawn from survey research in the education area. The purpose of this study is to inquire the creative teaching performances of elementary school teachers. Besides, if only one type of survey questionnaire is administered to a single sources of respondents and the questionnaire contains both the antecedents and outcome variables, then it is very likely that this research suffers a methodological problem termed common method variance (CMV). CMV will inadequately inflate the relationship between variables, resulting in an increase of statistical significance. Thus this paper tests the problem by the different resources of questionnaire. We use MTMM and CFA-MTMM analysis. The results indicate that the average amount of trait, method and error variance is 0.7%, 8.3%, and 91% for creative teaching performances. The purpose of this study is to appeal for readers' attention to the CMV problem and to handle it more effectively in future research program. There is room for improvement for our education community to do research without CMV and, eventually, to accumulate our knowledge more accurately. Based on the results, the study also provide some discussions and suggestions.
Other
1.Amabile, T. M.(1995)。Attributions of creativity: What are the consequences.。  new window
期刊論文
1.蕭佳純、胡夢鯨(20071200)。影響成人教育工作者知識管理能力因素之跨層次分析。教育學刊,29,1-36。new window  延伸查詢new window
2.洪榮昭(2005)。遊戲的教育意義。國民教育,45(3),9-16。  延伸查詢new window
3.許玫琇、張富鈞、鄭秀貴(2008)。高中體育教師創造人格特質、創意教學自我效能、內在動機及教學行爲之相關研究。美和技術學院學報,27(2),113-124。  延伸查詢new window
4.Cote, J. A.、Buckley, M. R.(1987)。Estimating trait, method, and error variance: Generalizing across seventy construct validation studies。Journal of Marketing Research,24(3),315-319。  new window
5.Doty, D. H.、Glick, W. H.(1998)。Common Methods Bias: Does Common Methods Variance Really Bias Results?。Organizational Research Methods,1(4),374-406。  new window
6.洪榮昭、林雅玲、林展立(2004)。國中小創意教師教學策略之研究--四位創意教學特優教師的個案分析。教育心理學報,35(4),375-392。new window  延伸查詢new window
7.De Souza Fleith, Denise(2000)。Teacher and student perceptions of creativity in the classroom environment。Roeper Review,22(3),148-153。  new window
8.路婉林、陳兆敏(20081200)。創意教學法教學設計在綜合活動領域教學上的應用。教師之友,49(5),16-29。  延伸查詢new window
9.吳忠吉(20010200)。知識經濟下的人力資源政策。臺灣經濟研究月刊,24(2)=278,49-54。new window  延伸查詢new window
10.吳采蓉、楊淑晴(20090300)。影響國小教師資訊融入教學創新行為結構模式之建構暨結構模式性別恆等性之檢定。教育心理學報,40(3),385-418。new window  延伸查詢new window
11.陳玉樹、胡夢鯨(20081200)。任務動機與組織創新氣候對成人教師創意教學表現之影響:階層線性模式分析。教育心理學報,40(2),179-198。new window  延伸查詢new window
12.Feldhusen, J. F.(1995)。Creativity: A knowledge base, metacognitive skill, and personality factors。Journal of Creative Behavior,29(4),255-268。  new window
13.洪素蘋、黃宏宇、林珊如(20081200)。重要他人回饋影響創意生活經驗?:以模式競爭方式檢驗創意自我效能與創意動機的中介效果。教育心理學報,40(2),303-319+321。new window  延伸查詢new window
14.Peterson, R. E.(2002)。Establishing the Creative Environment in Technology Education。The Technology Teacher,61(4),7-10。  new window
15.Spector, P. E.(2006)。Method variance in organizational research: Truth or urban legend?。Organizational Research Methods,9(2),221-232。  new window
16.Campbell, Donald T.、Fiske, Donald W.(1959)。Convergent and Discriminant Validation by Multitrait-Multimethod Matrix。Psychological Bulletin,56(2),81-105。  new window
17.林偉文(20061200)。學校創意守門人對創意教學及創造力培育態度與教師創意教學之關係。教育學刊,27,69-92。new window  延伸查詢new window
18.林鉦棽(20050800)。組織公民行為之跨層次分析:層級線性模式的應用。管理學報,22(4),503-524。new window  延伸查詢new window
19.洪久賢、洪榮昭、林麗娟、蔡長艷(20070800)。影響教師創意教學因素之研究--以綜合活動領域為例。師大學報. 教育類,52(2),49-71。new window  延伸查詢new window
20.Spector, Paul E.(1987)。Method Variance as an Artifact in Self Reported Affect and Perceptions at work: Myth or Significant Problem?。Journal of Applied Psychology,72(3),438-443。  new window
21.Lindell, Michael K.、Whitney, David J.(2001)。Accounting for common method variance in cross-sectional research designs。Journal of Applied Psychology,86(1),114-121。  new window
22.陳霞鄢、王振德(20040600)。國小資優班教師創造力教學行為之研究。資優教育研究,4(1),29-49。  延伸查詢new window
23.黃惠君、葉玉珠(20080600)。國中教師教學玩興、教學動機、教學快樂感受與創意教學之關係。教育與心理研究,31(2),85-118。new window  延伸查詢new window
24.Soh, K. C.(2000)。Indexing creativity fostering teacher behavior: a preliminart validation study。Journal of Creative Behavior,34(2),118-134。  new window
25.Rubio, Doris McGartland、Berg-Weger, Maria、Tebb, Susan S.(2001)。Using structural equation modeling to test for multidimensionality。Structural Equation Modeling: A Multidisciplinary Journal,8(4),613-626。  new window
26.蕭佳純(20071200)。教師內在動機以及知識分享合作對創意教學行為關聯性之階層線性分析。當代教育研究季刊,15(4),57-92。new window  延伸查詢new window
27.葉玉珠(20000800)。「創造力發展的生態系統模式」及其應用於科技與資訊領域之內涵分析。教育心理學報,32(1),95-121。new window  延伸查詢new window
28.林碧芳、邱皓政(20080300)。創意教學自我效能感量表之編制與相關研究。教育研究與發展期刊,4(1),141-169。new window  延伸查詢new window
29.Podsakoff, Philip M.、Organ, Dennis W.(1986)。Self-Reports in Organizational Research: Problems and Prospects。Journal of Management,12(4),531-544。  new window
30.彭台光、高月慈、林鉦棽(20060200)。管理研究中的共同方法變異:問題本質、影響、測試和補救。管理學報,23(1),77-98。new window  延伸查詢new window
31.邱皓政、溫福星(20070300)。脈絡效果的階層線性模型分析:以學校組織創新氣氛與教師創意表現為例。教育與心理研究,30(1),1-35。new window  延伸查詢new window
32.Feldman, Jack M.、Lynch, John G. Jr.(1988)。Self-generated Validity and Other Effects of Measurement on Belief, Attitude, Intention, and Behavior。Journal of Applied Psychology,73(3),421-435。  new window
33.Malhotra, Naresh K.、Kim, Sung S.、Patil, Ashutosh(2006)。Common method variance in IS research: a comparison of alternative approaches and a reanalysis of past research。Management Science,52(12),1865-1883。  new window
34.Podsakoff, Philip M.、MacKenzie, Scott B.、Lee, Jeong-Yeon、Podsakoff, Nathan P.(2003)。Common method biases in behavioral research: A critical review of the literature and recommended remedies。Journal of Applied Psychology,88(5),879-903。  new window
35.Williams, L. J.、Brown, B. K.(1994)。Method Variance in Organizational Behavior and Human Resources Research: Effects on Correlations, Path Coefficients, and Hypothesis Testing。Organizational Behavior and Human Decision Processes,57(2),185-209。  new window
學位論文
1.Cheng, M. Y. V.(2001)。Creativity in teaching: conceptualization, assessment and resources(博士論文)。Hong Kong Baptist University。  new window
2.林珈夙(1997)。校長領導風格、教師創意生活經驗、教學創新行為與學校效能之關係(碩士論文)。國立政治大學,臺北市。  延伸查詢new window
圖書
1.葉玉珠(2006)。創造力教學:過去、現在與未來。臺北市:心理出版社。  延伸查詢new window
2.Hair, J. F.、Anderson, R. E.、Tatham, R. L.、Black, W. C.(1995)。Multivariate data analysis with readings。Upper Saddler River, NJ:Prentice-Hall。  new window
3.吳思華(2001)。知識經濟社會總體指標。臺北市:行政院經濟建設委員會。  延伸查詢new window
4.鄭彩鳳(20070000)。校長競值領導效能研究:理論、指標與衡量。臺北:高等教育。new window  延伸查詢new window
5.余民寧(2006)。潛在變項模式:SIMPLIS的應用。高等教育。  延伸查詢new window
6.Tourangeau, Roger、Rips, Lance J.、Rasinski, Kenneth(2000)。The Psychology of Survey Response。Cambridge University Press。  new window
7.邱皓政(2003)。結構方程模式--LISREL的理論、技術與應用。雙葉書廊。  延伸查詢new window
8.Csikszentmihalyi, Mihaly(1996)。Creativity: The Work and Lives of 91 Eminent People。New York:Harper Collins。  new window
9.Raudenbush, Stephen W.、Bryk, Anthony S.(2002)。Hierarchical linear models: Applications and data analysis methods。Sage。  new window
其他
1.吳靜吉、陳淑惠、林慧賢、郭俊賢、王文中、劉鶴龍(1996)。創意生活經驗量表,臺北市:教育部。  延伸查詢new window
2.林鉦棽(1998)。自尊感、求職行為、與社會化關係之研究:資訊真實性中介效果的探討。new window  延伸查詢new window
3.張火燦(2007)。團隊認定和領導型態對團隊創新行為之影響:自我管理行為的角色。new window  延伸查詢new window
4.張玉山(2008)。以問題解決為基礎的科技教學活動設計:以創意機器人研習為例。  延伸查詢new window
5.教育部(2002)。創造力教育白皮書,臺北市:教育部。  延伸查詢new window
6.許育彰(2005)。網路創意教學社群之研究:開放社群。new window  延伸查詢new window
7.黃靖媛(2007)。職場導師制關係效能之前因與成效。  延伸查詢new window
8.詹志禹(2002)。台灣地區中小學創造力教育的實況條件與政策推展。new window  延伸查詢new window
9.蔡宜貞(2004)。組織創新氛圍、教師工作內外在動機對國小教師創意教學行為影響之結構方程模式檢驗。  延伸查詢new window
10.Aljughaiman, A.(2005)。Teachers’ conceptions of creativity and creative students.。  new window
11.Anderson, D. R.(2002)。Creative teachers: Risk, responsibility, and love.。  new window
12.Avolio, B. J.(1991)。Identifying common method variance with data collected from a single source: An unresolved sticky issue.。  new window
13.Baltes, B. B.(2002)。The use of multitrait-multimethod data for detecting nonlinear relationships: The cause of psychological climate and job satisfaction.。  new window
14.Buckley, M. R.(1990)。Measurement errors in behavior sciences: The case of personality/attitude research.。  new window
15.Cote, J. A.(1988)。Measurement error and theory testing in consumer research: An illustration of the importance of construct validation.。  new window
16.Crampton, S. M.(1994)。Percept-percept inflation in micro organiza tional research: An investigation of prevalence and effect.。  new window
17.Dansereau, F.(1984)。Theory testing in organizational behavior: The variant approach.。  new window
18.Ganster, D. C.(1983)。Social desirability responses effects: Three alternative models.。  new window
19.Harrison, D. A.(1996)。Context, cognition, and common method variance.。  new window
20.Huang, J. C.(2002)。Organizational justice and organizational citizenship behavior: The mediating effect of cognition and affect-based trust.。  new window
21.Hufnagel, E.M.(1994)。User response data: The potential for errors and bias.。  new window
22.James, P. T. F.(2000)。Fostering creativity education.。  new window
23.Kemery, E. R.(1986)。Partialling factor scores does not control method variance: A reply to Podsakoff and Todor.。  new window
24.Kline, T. J. B.(2000)。Common method variance and specification errors: A practical approach to detection.。  new window
25.Marsh, H. W.(1989)。Confirmatory factor analyses of multitrait-multimethod data: Many problems and a few solutions.。  new window
26.Paglis, L. L.(1996)。Common methods variance: When does it bias OB research results?。  new window
27.Parker, C. P.(1999)。A test of alternative hierarchical models of psychological climate: PCg, satisfaction, or common method variances?。  new window
28.Rejskind, G.(2000)。TAG teacher: Only the creative need apply.。  new window
29.Snijders, T., & Bosker, R.(1999)。Multilevel analysis.,Thousand Oaks, CA:Sage。  new window
30.Spector, P. E.(1994)。Using self-report questionnaires in OB research: A common on the use of a controversial method.。  new window
31.Spector, P. E.(1995)。The nature and effects of method variance in organizational research.。  new window
32.Spector, P. E.(1995)。Personality traits as predictors of objective job characteristics.。  new window
33.Spector, P. E.(2000)。Why negative affectivity should not be controlled in job stress research: Don’t throw out the baby with the bath water.。  new window
34.Sternberg, R. J.(2000)。Identifying and development creative giftedness.。  new window
35.Timberlake, P.(1982)。Fifteen ways to cultivate creativity in your classroom.。  new window
圖書論文
1.羅綸新(2003)。創造力與創意教學活動之探討與實務。創新教學理論與實務。臺北市:師大書苑。  延伸查詢new window
2.Cropley, A. J.(1997)。Fostering creativity in the classroom: General principles。The creativity research handbook。Cresskill, NJ:Hampton Press。  new window
3.Sternberg, R. J.、Lubart, T. I.(1999)。The concept of creativity: prospects and paradigms。Handbook of creativity。Cambridge University Press。  new window
4.Sackett, P. R.、Larson, J. R. Jr.(1990)。Research strategies and tactics in industrial and organizational psychology。Handbook of Industrial and Organizational Psychology。Palo Alto, CA:Consulting Psychologists Press。  new window
 
 
 
 
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