Open Science Framework analytic script generating and analyzing the simulated data (osf.io/9p83z)¶
Product or Programme · All products and programmes
Evidence · 2 claims (2 for) · 1 study (1 theoretical),q2· 0 of 1 report an effect size · 2 claims rest on one study
Description¶
An R analytic script released by Sorjonen et al. on the Open Science Framework that generates simulated data and performs the associated structural-equation-model analyses for scrutiny and replication.
Components¶
Claims¶
- Time-reversed analysis of simulated data suggests a decreasing rather than increasing effect of self-concept on achievement, yielding inconsistent conclusions from the same data [+W]
- The RI-CCLPM-C indicates a positive self-concept effect on achievement even when data are generated without any direct effects between self-concept and achievement [+W]
Related Products and Programmes¶
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Key Sources¶
- Kimmo Sorjonen, Bo Melin, Gustav Nilsonne. (2025). Still No Convincing Evidence for a Causal Effect of Academic Self-Concept on Achievement: A Reply to Núñez-Regueiro et al., 2025. Educational Psychology Review. https://doi.org/10.1007/s10648-025-10083-7
Page metadata
| Field | Value |
|---|---|
type |
product |
id |
open-science-framework-analytic-script-generating-and-analyzing-the-simulated-data-osfio9p |
title |
Open Science Framework analytic script generating and analyzing the simulated data (osf.io/9p83z) |
description |
An R analytic script released by Sorjonen et al. |
status |
review |
product_kind |
software |
generated |
by process:settle-candidates on 2026-10-19 |
trust |
unverified — no one has confirmed this page's content |
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