How to Perform Idiographic and a Combination of Idiographic and Nomothetic Approaches

The aim of the study is to combine and compare person-oriented and nomothetic approaches to analyze longitudinal data with time series analyses and hierarchical linear modeling (HLM). Based on the evaluation of an intervention study both approaches were used to compare individual and group data. In this study, a training was implemented to foster students’ self-regulation and selected results were presented at the individual and group level for the variables planning and motivation. To analyze data with time series analysis, cross-correlations and trend analyses were conducted. Cross-correlations revealed similar results on the aggregated and individual level whereas trend analysis indicated different results of these two levels. Results of HLM analyses for longitudinal data suggested that students’ motivation has more influence than the type of training group on students’ planning. The findings demonstrate that individual and group-level results differ and that both methods have different focuses. This m...

[1]  David Rogosa,et al.  Myths about longitudinal research. , 1988 .

[2]  P. Molenaar A Manifesto on Psychology as Idiographic Science: Bringing the Person Back Into Scientific Psychology, This Time Forever , 2004 .

[3]  P. Pintrich The role of goal orientation in self-regulated learning. , 2000 .

[4]  B. Tabachnick,et al.  Using multivariate statistics, 5th ed. , 2007 .

[5]  Frank Pajares,et al.  Gender and Perceived Self-Efficacy in Self-Regulated Learning , 2002 .

[6]  M. Boekaerts,et al.  Self-Regulation in the Classroom: A Perspective on Assessment and Intervention , 2005 .

[7]  Harvey Goldstein,et al.  Handbook of multilevel analysis , 2008 .

[8]  John M. Gottman,et al.  Sequential Analysis: The timetable and the contextual design , 1990 .

[9]  Bernhard Wilpert,et al.  Applied psychology : an international review , 1989 .

[10]  Bernhard Schmitz,et al.  Training of self-regulatory and problem-solving competence , 2005 .

[11]  Bernhard Schmitz,et al.  New perspectives for the evaluation of training sessions in self-regulated learning: Time-series analyses of diary data , 2006 .

[12]  Bernhard Schmitz Univariate and multivariate time-series models: The analysis of intraindividual variability and intraindividual relationships , 1990 .

[13]  Susan B. Neuman,et al.  Single-Subject Experimental Research: Applications for Literacy , 1995 .

[14]  B. Zimmerman Attaining self-regulation: A social cognitive perspective. , 2000 .

[15]  Alan E. Kazdin,et al.  Single-Case Research Designs , 1982 .

[16]  Monnie McGee,et al.  Introduction to Time Series Analysis and Forecasting: With Applications of SAS and SPSS , 2000 .

[17]  B. Tabachnick,et al.  Using Multivariate Statistics , 1983 .

[18]  John M. Gottman,et al.  Sequential Analysis: Frontmatter , 1990 .

[19]  John M. Gottman,et al.  Sequential Analysis: A Guide for Behavorial Researchers , 1990 .

[20]  B. Schmitz,et al.  Assessing self-regulated learning using diary measures with university students , 2011 .

[21]  P. Pintrich,et al.  Handbook of self-regulation , 2000 .

[22]  B. Zimmerman,et al.  Handbook of Self-Regulation of Learning and Performance , 2011 .

[23]  R. Nelson-Gray,et al.  An overview of self-monitoring research in assessment and treatment. , 1999 .

[24]  P. Baltes,et al.  Life Span Development and Behavior , 1978 .

[25]  John M. Gottman,et al.  The Analysis of Change , 1995 .

[26]  John Todman,et al.  Single-case and Small-n Experimental Designs : A Practical Guide To Randomization Tests , 2001 .

[27]  A. Eye,et al.  Growing up in times of social change , 1999 .

[28]  Richard P. Reed,et al.  Parental Involvement in Homework , 2001 .

[29]  Bernhard Schmitz,et al.  Advantages of studying processes in educational research , 2006 .

[30]  L. Corno,et al.  Self-Regulated Learning: A Volitional Analysis , 1989 .

[31]  G. Bogat,et al.  Temporal patterns of variable relationships in person-oriented research: longitudinal models of configural frequency analysis. , 2008, Developmental psychology.

[32]  B. Schmitz Auf der Suche nach dem verlorenen Individuum: vier Theoreme zur Aggregation von Prozessen , 2000 .

[33]  B. Zimmerman,et al.  Self-regulated learning and academic achievement: Theory, research, and practice. , 1989 .

[34]  Timothy J. Robinson,et al.  Multilevel Analysis: Techniques and Applications , 2002 .

[35]  S. Rabe-Hesketh,et al.  Multilevel and related models for longitudinal data , 2008 .

[36]  C. Nelson,et al.  Doing Homework , 1994, Journal of learning disabilities.

[37]  R. Cattell The three basic factor-analytic research designs-their interrelations and derivatives. , 1952, Psychological bulletin.

[38]  Jan de Leeuw,et al.  Introduction to Multilevel Analysis , 2008 .

[39]  A. Bandura Social Foundations of Thought and Action: A Social Cognitive Theory , 1985 .