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Construct evaluation framework

Research Method · All research methods
Evidence · 1 claim (1 mixed) · 1 study (1 quant-synthesis), q4 · 1 of 1 report an effect size · 1 claim rests on one study

Description

A framework for evaluating the characteristics of psychological constructs prior to automated coding, grounded in educational psychology measurement practices and validity theories (Cronbach & Meehl, 1955; Kane, 2013; Messick, 1995). It comprises three dimensions — "Operational Definition," "Empirical Grounding," and "Conceptual Integrity" — each with sub-dimensions such as clarity, specificity, granularity, concreteness, objectivity, measurability, theoretical coherence, context sensitivity, and sensitivity to individual sources of variability. The authors used it to rate persistence, self-efficacy, interest, perceived challenge, and prior KSAs, finding persistence among the less well-defin

Accounts

  • Construct evaluation framework: operational definition, empirical grounding, and conceptual integrity: A framework for evaluating the characteristics of psychological constructs prior to automated coding, grounded in educational psychology measurement practices and validity theories (Cronbach & Meehl, 1955; Kane, 2013; Messick, 1995). It comprises three dimensions — "Operational Definition," "Empirical Grounding," and "Conceptual Integrity" — each with sub-dimensions such as clarity, specificity, granularity, concreteness, objectivity, measurability, theoretical coherence, context sensitivity, and sensitivity to individual sources of variability. The authors used it to rate persistence, self-efficacy, interest, perceived challenge, and prior KSAs, finding persistence among the less well-defin (Ober et al. (2026))
  • Validate the key dimensions of professional community conceptually and empirically before relying on the construct in school-improvement work: Because professional community lacks a universal definition and is operationalized inconsistently across studies, the article argues that the concept's key dimensions need conceptual and empirical validation. The article states that "the need for the conceptual and empirical validation of the concept's key dimension was discussed". This principle directs researchers and school designers to establish definitional and measurement validity before drawing on the construct. (Lomos et al. (2011))

Claims

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Key Sources

  • Ober, T. M., Zhang, S., Zapata-Rivera, D., Schroeder, N. L., & Botelho, A. F. (2026). Using LLMs to Identify Indicators of Persistence from Students' Dialogues with a Pedagogical Agent. Journal of Educational Data Mining, Volume 18, No 1. https://doi.org/10.17605/osf.io/s85ck
Page metadata
Field Value
type research-method
id construct-evaluation-framework
title Construct evaluation framework
description A framework for evaluating the characteristics of psychological constructs prior to automated coding, grounded in educational psychology measurement practices and validity theories (Cronbach & Meehl, 1955; Kane, 2013; Messick, 1995).
status review
moved_from theory/construct-evaluation-framework-measurement-dimensions
generated by process:sweep-kinds on 2026-10-10
trust unverified — no one has confirmed this page's content
sources 1 — ober-2026

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