Advantages of Integrative Data Analysis for Developmental Research

作者: Sierra A. Bainter , Patrick J. Curran

DOI: 10.1080/15248372.2013.871721

关键词:

摘要: Amid recent progress in cognitive development research, high-quality data resources are accumulating, and sharing secondary analysis becoming increasingly valuable tools. Integrative (IDA) is an exciting analytical framework that can enhance powerful ways. IDA pools item-level across multiple studies to make inferences possible both within be used test questions not individual contributing studies. Some of the potential benefits include ability study longer developmental periods, examine how measurement key constructs changes over time, increase subject heterogeneity, improve statistical power capability rare behaviors. Our goal this article provide a brief overview challenges research identify additional more detailed discussions topic.

参考文章(23)
Ron Dumont, John O. Willis, Expressive Vocabulary Test Encyclopedia of Special Education. ,(2008) , 10.1002/9780470373699.SPECED0804
Kenneth J. Sher, Kimberly S. Walitzer, Phillip K. Wood, Edward E. Brent, Characteristics of children of alcoholics: Putative risk factors, substance use and abuse, and psychopathology. Journal of Abnormal Psychology. ,vol. 100, pp. 427- 448 ,(1991) , 10.1037/0021-843X.100.4.427
Andrea Follmer Greenhoot, Chantelle J. Dowsett, Secondary Data Analysis: An Important Tool for Addressing Developmental Questions Journal of Cognition and Development. ,vol. 13, pp. 2- 18 ,(2012) , 10.1080/15248372.2012.646613
John J. McArdle, Kevin J. Grimm, Fumiaki Hamagami, Ryan P. Bowles, William Meredith, Modeling Life-Span Growth Curves of Cognition using Longitudinal Data with Multiple Samples and Changing Scales of Measurement Psychological Methods. ,vol. 14, pp. 126- 149 ,(2009) , 10.1037/A0015857
Andrea M. Hussong, David B. Flora, Patrick J. Curran, Laurie A. Chassin, Robert A. Zucker, Defining risk heterogeneity for internalizing symptoms among children of alcoholic parents Development and Psychopathology. ,vol. 20, pp. 165- 193 ,(2008) , 10.1017/S0954579408000084
Patrick J. Curran, Andrea M. Hussong, Li Cai, Wenjing Huang, Laurie Chassin, Kenneth J. Sher, Robert A. Zucker, Pooling Data From Multiple Longitudinal Studies: The Role of Item Response Theory in Integrative Data Analysis Developmental Psychology. ,vol. 44, pp. 365- 380 ,(2008) , 10.1037/0012-1649.44.2.365
Merry Bullock, Secondary analysis — Extending the value of data Journal of Applied Developmental Psychology. ,vol. 28, pp. 383- ,(2007) , 10.1016/J.APPDEV.2007.07.002
Myeongsun Yoon, Roger E. Millsap, Detecting Violations of Factorial Invariance Using Data-Based Specification Searches: A Monte Carlo Study Structural Equation Modeling. ,vol. 14, pp. 435- 463 ,(2007) , 10.1080/10705510701301677
Amy M. Hedrick, Catherine A. Haden, Peter A. Ornstein, Elaborative Talk During and After an Event: Conversational Style Influences Children's Memory Reports. Journal of Cognition and Development. ,vol. 10, pp. 188- 209 ,(2009) , 10.1080/15248370903155841
Laurie Chassin, Fred Rogosch, Manuel Barrera, Substance use and symptomatology among adolescent children of alcoholics. Journal of Abnormal Psychology. ,vol. 100, pp. 449- 463 ,(1991) , 10.1037/0021-843X.100.4.449