Dynamic p-technique for modeling patterns of data: applications to pediatric psychology research.

نویسندگان

  • Timothy D Nelson
  • Brandon S Aylward
  • Joseph R Rausch
چکیده

OBJECTIVE Dynamic p-technique (DPT) is a potentially useful statistical method for examining relationships among dynamic constructs in a single individual or small group of individuals over time. The purpose of this article is to offer a nontechnical introduction to DPT. METHOD An overview of DPT analysis, with an emphasis on potential applications to pediatric psychology research, is provided. To illustrate how DPT might be applied, an example using simulated data is presented for daily pain and negative mood ratings. RESULTS The simulated example demonstrates the application of DPT to a relevant pediatric psychology research area. In addition, the potential application of DPT to the longitudinal study of adherence is presented. CONCLUSION Although it has not been utilized frequently within pediatric psychology, DPT could be particularly well-suited for research in this field because of its ability to powerfully model repeated observations from very small samples.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

An introduction to latent variable mixture modeling (part 2): longitudinal latent class growth analysis and growth mixture models.

OBJECTIVE Pediatric psychologists are often interested in finding patterns in heterogeneous longitudinal data. Latent variable mixture modeling is an emerging statistical approach that models such heterogeneity by classifying individuals into unobserved groupings (latent classes) with similar (more homogenous) patterns. The purpose of the second of a 2-article set is to offer a nontechnical int...

متن کامل

The Application Of Nutritional Patterns For Developing A Model For Mental Health Through Resorting To Spiritual Well-Being: A Structural Equation Modeling

Background: The aim of this study was The application of nutritional patterns for developing a model for mental health through resorting to spiritual well-being. Methods: This was a correlational study and the statistical population of this study included all students of South Khorasan (studying at all branches of Islamic Azad University Birjand, Nehbandan, Ferdows, and Qa'en) during the ...

متن کامل

An introduction to latent variable mixture modeling (part 1): overview and cross-sectional latent class and latent profile analyses.

OBJECTIVE Pediatric psychologists are often interested in finding patterns in heterogeneous cross-sectional data. Latent variable mixture modeling is an emerging person-centered statistical approach that models heterogeneity by classifying individuals into unobserved groupings (latent classes) with similar (more homogenous) patterns. The purpose of this article is to offer a nontechnical introd...

متن کامل

Measuring a Dynamic Efficiency Based on MONLP Model under DEA Control

Data envelopment analysis (DEA) is a common technique in measuring the relative efficiency of a set of decision making units (DMUs) with multiple inputs and multiple outputs. ‎‎Standard DEA models are ‎‎quite limited models‎, ‎in the sense that they do not consider a DMU ‎‎at different times‎. ‎To resolve this problem‎, ‎DEA models with dynamic ‎‎structures have been proposed‎.‎In a recent pape...

متن کامل

Presenting a model for predicting aggression in adolescents based on communication patterns and family cohesion with the mediating role of resilience

Purpose: The aim of this study was to investigate the model of predicting aggression based on communication patterns, family cohesion with the mediating role of resilience in adolescents. Method: The research method was descriptive and structural equation modeling. The statistical population of the present study was all high school students in Tehran in the academic year 2019-20. The sample si...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Journal of pediatric psychology

دوره 36 9  شماره 

صفحات  -

تاریخ انتشار 2011