Future research should clarify construct boundaries, strengthen content-validity evidence, and directly compare competing measurement models¶

Strategy · All strategies
Evidence · 1 claim (1 for) · 1 study (1 quant-synthesis), q2 · 0 of 1 report an effect size · 1 claim rests on one study

Description¶

The review's forward-looking recommendation is that the field move beyond composite reliability evidence toward resolving what academic resilience instruments actually measure. It states that "Future research should further clarify construct boundaries, strengthen content-validity evidence, and directly compare competing measurement models." This agenda follows from the review's findings that many measures may be dominated by a broad general resilience factor while global-fit comparisons do not establish whether proposed subdimensions add differentiated value beyond composite scores.

Design Implications¶

Context¶

Requirements¶

• Direct comparisons of competing measurement models within the same samples, plus content-validity evidence, are needed to resolve whether subdimensions provide explanatory, diagnostic, or predictive value

Constraints¶

• The review notes current global-fit evidence does not establish differentiated value of subdimensions, and formal measurement-invariance tests were not possible with available data

Target Learners¶

• students in primary, secondary, and higher education

Target Learning Goals¶

• improved measurement of adaptive academic functioning under adversity

Affordances¶

• Academic Resilience Construct Framework

Claims¶

• Global-fit evidence does not clearly favor unidimensional over multidimensional academic resilience measurement models, as fit-index pass rates diverge by index [+W]

Related Strategies¶

• Future academic resilience work should add resilience measures to longitudinal LD datasets and combine person-centered (e.g., LPA) with variable-centered analyses

Examples¶

-

Key Sources¶

• Könül Karimova, Hsing-Fen Tu. (2026). Dimensionality, Reliability, and Validity of Academic Resilience Scales: A Systematic Review and Meta-analysis. Educational Psychology Review. https://doi.org/10.1007/s10648-026-10207-7