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題名:縱貫研究以潛在成長模式分析之樣本數與檢定力研究
書刊名:教育與心理研究
作者:楊志堅 引用關係劉心筠楊志強 引用關係
作者(外文):Yang, Chih-chienLiu, Hsin-yunYang, Chih-chiang
出版日期:2004
卷期:27:3
頁次:頁603-626
主題關鍵詞:潛在成長模式樣本數縱貫研究檢力結構化方程模式Latent growth modelSample size requirementsLongitudinal studyStatistical powerStructural equation model
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(9) 博士論文(2) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:8
  • 共同引用共同引用:30
  • 點閱點閱:287
本文主要探討縱貫研究之計量結果若以潛在成長模式(latent growth model, LGM)做統計分析時,所需之樣本數與統計檢力(power)之間的關係。潛在成長模式是近年來廣泛被利用於縱貫研究分析的模式之一,潛在成長模式是從結構化方程模式(structural equation models, SEM)的理論架構推導而來。本文利用Satorra與Saris(1985)所提的結構化方程模式的參數檢定力研究方法來對潛在成長模式的參數檢定正確性與樣本數大小之間的關係進行探討。針對線性潛在成長模式中的平均成長率(average growth rate),本文列舉出可供實徵研究參考的檢定力與樣本數大小的檢定力表。
This paper shows practical guidelines of sample size requirements when results of longitudinal study are to be analyzed by using latent growth models (LGM). The latent growth models are much popularized in recent years and very worth investigated. Latent growth model was derived from theories of the structural equation models (SEM). We use the method proposed by Satorra and Saris (1985) who originated the method to test SEM models and investigate relationships between parameter testing accuracy and statistical power of SEM models. The parameters of latent growth model under investigation are the parameters for modeling linear latent growth rates. We summarize the guidelines in several tables.
期刊論文
1.楊志堅、吳齊殷(20010400)。潛藏轉移模式在社會學縱貫研究之應用 : 以青少年暴力行為發展研究為例。調查研究,9,5-33。new window  延伸查詢new window
2.Mason, W. A.(2001)。Self-esteem and Delinquency Revisited (again): A Test of Kaplan's Self-derogation Theory of Delinquency Using Latent Growth Curve Modeling。Journal of Youth and Adolescence,30(1),83-102。  new window
3.Wickrama, K. A. S.、Lorenz, F. O.、Conger, R. D.(1997)。Parental Support and Adolescent Physical Health Status: A Latent Growth-Curve Analysis。Journal of Health and Social Behavior,38(2),149-163。  new window
4.Muthen, B. O.、Curran, P. J.(1997)。General longitudinal modeling of individual differences in experimental designs。Psychological Methods,2(4),371-402。  new window
5.Barnes, G. M.、Reifman, A. S.、Farrell, M. P.、Dintcheff, B. A.(2000)。The effects of parenting on the development of adolescent alcohol misuse: A six-wave latent growth model。Journal of Marriage and Family,62(1),175-186。  new window
6.陳美芳(19990600)。國語文低成就學童口語理解能力的發展。特殊教育研究學刊,17,189-204。new window  延伸查詢new window
7.Muthén, B.、Brown, C. H.、Masyn, K.、Jo, B.、Khoo, S. T.、Yang, C. C.、Wang, C. P.、Kellam, S.、Carlin, J.、Liao, J.(2002)。General growth mixture modeling for randomized preventive interventions。Biostatistics,3(4),459-475。  new window
8.洪碧霞、邱上真、葉千綺、林素微(20000100)。國小學童國語文能力成長組型之探討。測驗年刊,47(1),1-25。new window  延伸查詢new window
9.MacCallum, Robert C.、Browne, Michael W.、Sugawara, Hazuki M.(1996)。Power analysis and determination of sample size for covariance structure modeling。Psychological Methods,1(2),130-149。  new window
10.Berkovits, I.、Hancock, G. R.、Nevitt, J.(2000)。Bootstrap Resampling Approaches for Repeated Measure Designs: Relative Robustness to Sphericity and Normality Violations。Educational and Psychological Measurement,60,877-892。  new window
11.Chan, D.、Ramey, S.、Ramey, C.、Schmitt, N.(2000)。Modeling Intraindividual Changes in Children's Social Skills at Home and at School: a Multivariate Latent Growth Approach to Understanding Between-Settings Differences in Children's Social Skill Development。Multivariate Behavioral Research,35,365-396。  new window
12.Efron, B.(2000)。The Bootstrap and Modern Statistics。Journal of the American Statistical Association,95,1293-1296。  new window
13.Keiley, M. K.、Bates, J. E.、Dodge, K. A.、Pettit, G. S.(2000)。A Cross-Domain Growth Analysis: Externalizing and Internalizing Behaviors During 8 Years of Childhood。Journal of Abnormal Child Psychology,28(2),161-179。  new window
14.Satorra, A.、Saris, W. E.(1985)。Power of the Likelihood Ratio Test in Covariance Structure Analysis。Psychometrika,50,83-89。  new window
15.Scheier, L. M.、Botvin, G. J.、Griffin, K. W.、Diaz, T.(1999)。Latent Growth Models of Drugs Refusal Skills and Adolescent Alcohol Use。Journal of Alcohol and Drug Education,44,21-48。  new window
16.Simons, R. L.、Chao, W.、Conger, R. D.、Elder, G. H.(2001)。Quality of Parenting as Mediator of the Effect of Childhood Defiance on Adolescent Friendship Choices and Delinquency: a Growth Curve Analysis。Journal of Marriage and Family,63,63-79。  new window
17.Walker, A. J.、Acock, A. C.、Bowman, S. R.、Li, F.(1996)。Amount of Care Given and Caregiving Satisfaction: a Latent Growth Curve Analysis。Journal of Gerontology: Psychological Sciences, B,51B,130-142。  new window
18.Wang, J.、Siegal, H. A.、Falck, R. S.、Carlson, R. G.、Rahman, A.(1999)。Evaluation of HIV Risk Reduction Intervention Programs Via Latent Growth Model。Evaluation Review,23,648-662。  new window
19.Zhou, S.(2000)。Testing Structural Hypotheses on Cointegration Relations with Small Samples。Economic Inquiry,38,629-640。  new window
研究報告
1.吳齊殷(1999)。青少年藥物濫用之起因:一個社會學習模型 (計畫編號:DOH88-HR-621)。行政院衛生署。  延伸查詢new window
2.張苙雲、關秉寅、黃敏雄、王麗雲(2002)。臺灣教育長期追蹤資料庫研究。沒有紀錄。  延伸查詢new window
3.楊志堅、楊志強(2003)。學童多元數學能力實作評量指標之長期縱貫研究 (計畫編號:NSC91-2511-S-142-010)。  延伸查詢new window
4.趙文崇、張顯達(2002)。中部地區學習障礙、語言障礙、發展遲緩兒童特殊教育早期介入模式之探討-子計畫二。學習障礙、語言障礙和發展遲緩兒童臨床語言發展特質分析及其相關服務之研究。沒有紀錄。  延伸查詢new window
圖書
1.Duncan, T. E.、Duncan, S. C.、Strycker, L. A.、Li, F.、Alpert, A.(1999)。An Introduction to Latent Variable Growth Curve Modeling: Concepts, Issues, and Applications。Mahwah, NJ:Lawrence Erlbaum Associates。  new window
2.Bollen, K. A.(1989)。Structural Equations with Latent Variables。New York:John Wiley & Sons。  new window
3.Bollen, Kenneth A.、Stine, R. A.(1993)。Bootstrapping Goodness-of-Fit Measures in Structural Equation Models。Testing Structural Equation Models。Newbury Park, CA。  new window
4.Kaplan, David(1995)。Statistical Power in Structural Equation Modeling。Structural Equation Modeling: Concepts, Issues, and Applications。Thousand Oaks, CA。  new window
5.Yang, C. C.(2003)。Longitudinal Study of Early Chinese Linguistics Growth: Revealing Sequential Relations of Linguistic Antecedents and Consequences。New Developments on Psychometrics。Tokyo, Japan。  new window
其他
1.Muthen, B. O.(2002)。Using Mplus Monte Carlo Simulations in Practice: a Note on Assessing Estimation Quality and Power in Latent Variable Models,沒有紀錄。  new window
圖書論文
1.Jöreskog, K. G.(1993)。Testing structural equation models。Testing structural equation models。Sage。  new window
2.Hu, L. T.、Bentler, P. M.(1995)。Evaluating model fit。Structural equation modeling: Concepts, issues, and applications。Sage。  new window
3.Browne, Michael W.、Cudeck, Robert(1993)。Alternative ways of assessing model fit。Testing Structural Equation Models。Sage。  new window
4.Saris, W. E.、Satorra, A.(1993)。Power Evaluations in Structural Equation Models。Testing Structural Equation Models。Newbury Park, CA:Sage。  new window
 
 
 
 
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