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Related Experiment Video

Updated: Jun 22, 2026

Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills

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Published on: September 17, 2019

Multidimensional models in a developmental context.

Yiyu Xie¹, Theo L Dawson

¹University of California at Berkeley, USA.

Journal of Applied Measurement

|July 1, 2009

Summary

This summary is machine-generated.

The Hierarchical Complexity Scoring System (HCSS) and Kohlberg's Standard Issue Scoring System (SISS) measure the same dimension of cognitive development. HCSS offers more distinct developmental stages and consistent performance measurement.

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Area of Science:

Psychology
Developmental Psychology
Psychological Assessment

Background:

Traditional psychosocial assessment systems often exhibit bias due to content-specific scoring manuals.
The Hierarchical Complexity Scoring System (HCSS) offers content-independent criteria for assessing text complexity.
Evaluating the comparability of HCSS with conventional systems like Kohlberg's Standard Issue Scoring System (SISS) is crucial for reliable assessment.

Purpose of the Study:

To determine if the Hierarchical Complexity Scoring System (HCSS) and Kohlberg's Standard Issue Scoring System (SISS) assess the same underlying dimension of performance.
To compare the measurement properties of HCSS and SISS in assessing epistemological development.

Main Methods:

A multidimensional partial credit analysis was conducted on data collected between 1955 and 1999.
The study involved comparing performance estimates derived from both the HCSS and SISS.

Main Results:

A high correlation of 0.92 was found between performance estimates on the SISS and HCSS.
The HCSS demonstrated a greater ability to differentiate between ordered stages, showing wider gaps between adjacent stages.
Individual performances exhibited higher consistency in hierarchical complexity when assessed using the HCSS.

Conclusions:

The findings provide strong evidence that the HCSS identifies the same latent dimension of ability as the SISS.
The HCSS may offer a more powerful developmental scoring system due to its content independence, leading to easier scoring and broader comparative possibilities (cross-cultural, cross-gender, cross-context).
HCSS's distinct stage patterns and consistency suggest improved reliability and validity in developmental assessment.