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Full Description
Developmental systems theory provides powerful tools for predicting complex, dynamic interactions among biological and environmental processes in human behavior and health. This groundbreaking handbook provides a roadmap for integrating key concepts of developmental systems theory (such as self-organization, reciprocal dynamic interaction, and probabilistic epigenesis) and simulation models (connectionist and agent-based models) with advanced dynamic modeling approaches for testing these theories and models. Internationally renowned developmental science scholars present innovations in research design, measurement, and analysis that offer new means of generating evidence-based decisions to optimize the course of health and positive functioning across the life span. Topics include epigenetic development and evolution; the relationship between neural systems growth and psychological development; the role of family environments in shaping children's cognitive skills and associated adult outcomes, and more.
Contents
I. Introduction
1. Developmental Systems Theory and Methodology: A View of the Issues, Peter C. M. Molenaar, Richard M. Lerner, and Karl M. Newell
II. Relational Developmental Systems Theory
2. Relational Developmental Systems and Developmental Science: A Focus on Methodology, Willis F. Overton
3. Relational Developmental Systems Theories of Positive Youth Development: Methodological Issues and Implications, G. John Geldhof, Edmond P. Bowers, Sara K. Johnson, Rachel Hershberg, Lacey Hilliard, Jacqueline V. Lerner, and Richard M. Lerner
4. Developmental Systems Science: Extending Developmental Science with Systems Science Methodologies, Jennifer Brown Urban, Nathaniel Osgood, Janet Okamoto, Patricia Mabry, and Kristen Hassmiller Lich
III. Epigenetic Development and Evolution
5. Epigenetics and Generative Dynamics: How Development Directs Evolution, Mae-Wan Ho
6. Dynamical Systems, the Epigenetic Landscape, and Punctuated Equilibria, Peter T. Saunders  Â
IV. Neural Networks and Development
7. Nonlinear Epigenetic Variance in Developmental Processes, Maartje E. J. Raijmakers, Kees Jan Kan, Annemie Ploeger, and Han L. J. van der Maas
8. Dynamical Systems Thinking: From Metaphor to Neural Theory, Gregor Schöner
V. Dynamics of Development
9. Estimating the Technology of Cognitive and Noncognitive Skill Formation: The Linear Case, Flavio Cunha and James J. Heckman
10. Dynamics of Development: A Complex Systems Approach, Han L. J. van der Maas, Kees Jan Kan, Abe Hofman, and Maartje E. J. Raijmakers
11. Dynamic Development of Brain and Behavior, Kurt W. Fischer and Paul van Geert
12. Dynamics of Motor Learning and Development across the Life Span, Karl M. Newell and Yeou-Teh Liu
VI. Dynamics of Social Interaction
13. Differential Equations for Evaluating Theoretical Models of Dyadic Interactions, Emilio Ferrer and Joel Steele
14. A Differential Equations Model for the Ovarian Hormone Cycle, Steven M. Boker, Michael C. Neale, and Kelly L. Klump
VII. Nonlinear Dynamical Models of Development
15. A Regimen-Switching Longitudinal Model of Alcohol Lapse-Relapse, Sy-Miin Chow, Katie Witkiewitz, Raoul Grasman, R. Shane Hutton, and Stephen A. Maisto
VIII. Nonergodic Developmental Systems
16. Idiographic Applications: Issues of Ergodicity and Generalizability, Wayne F. Velicer, Steven F. Babbin, and Richard Palumbo
17. New Trends in the Inductive Use of Relational Developmental Systems Theory: Ergodicity, Nonstationarity, and Heterogeneity, Peter C. M. Molenaar and John R. Nesselroade
IX. Complex Systems Model in Human Development: Reevaluation and Future Directions
18. The Landscape of Inductive Developmental Systems, Phillip K. Wood
