Detecting spurious effects in cross-lagged panel models: Triangulation is not a valid test DOI
Richard E. Lucas, Rebekka Weidmann, Mark J. Brandt

и другие.

European Journal of Personality, Год журнала: 2024, Номер unknown

Опубликована: Ноя. 1, 2024

The cross-lagged panel model (CLPM) is an analytic technique used to examine the reciprocal causal effects of two or more variables assessed on occasions. Although widely used, CLPM has been criticized for relying implausible assumptions, violation which can often lead biased estimates effects. Recently, a triangulation method proposed identify spurious in simple analyses (e.g., Sorjonen, Melin, & 2024). We use simulations and discussion formulas underlying regression coefficients show that this does not provide valid indicator spuriousness. This identifies true as realistic situations should be diagnose whether effect estimated from not. There are clear reasons doubt CLPM, but results do add information about such spurious.

Язык: Английский

Academic motivation–achievement cycle and the behavioural pathways: A short‐timeframe experiment with manipulated perceived achievement DOI Creative Commons
TuongVan Vu, Martijn Meeter, Abe Dirk Hofman

и другие.

British Journal of Educational Psychology, Год журнала: 2025, Номер unknown

Опубликована: Янв. 23, 2025

Abstract Background The purported reciprocity between motivation and academic achievement in education has largely been supported by correlational data. Aims Our first aim was to determine experimentally whether are reciprocally related. second objective investigate a potential behavioural mediation pathway measuring the effort expended on learning. Finally, we studied causality of these relations analysing dynamics (rather than examining them as individual constructs) when perceived manipulated. Sample(s) study employed short‐timeframe experiment which 309 Dutch undergraduate students (M age = 19.89, SD 2.08) learned new English vocabulary. Methods Their motivation, effort, were measured at multiple time points within one hour. Midway through experiment, participants received manipulated feedback indicating an decline, expected influence their subsequent actual achievement. A random‐intercept cross‐lagged panel framework model how construct influenced another over time. Results We found unilateral effect (i.e., no reciprocity), remained stable across points. experimental manipulation partially causal interpretation achievement→motivation pathway. Additionally, identified: not associated with nor linked Conclusions findings underscore importance further exploration pathways, broad operationalization application appropriate modelling strategies motivation‐achievement reciprocity.

Язык: Английский

Процитировано

0

Meta-analytic prospective associations between self-esteem and eating disorders appear to be spurious: a reanalysis and comment on Krauss et al. (2023) DOI Creative Commons
Kimmo Sorjonen, Ata Ghaderi, Bo Melin

и другие.

Frontiers in Psychology, Год журнала: 2025, Номер 16

Опубликована: Фев. 7, 2025

In a recent meta-analysis, Krauss et al. found support for reciprocal model of low self-esteem and eating disorders where, in vicious circle, makes people more vulnerable to developing disorders, turn, scars individuals' self-esteem. However, the present reanalyses same meta-analytic data, we that prospective effects between are likely spurious, meaning they do not reflect true causal effect, but rather correlations with residuals regression mean. Consequently, claims by can be challenged. To avoid statistical artifacts, recommend researchers fit, as did study, complementary models their data order evaluate if may genuinely increasing or decreasing appear spurious.

Язык: Английский

Процитировано

0

Inconclusive Evidence for a Prospective Effect of Academic Self-Concept on Achievement: A Simulated Reanalysis and Comment on Marsh et al. (2024) DOI Creative Commons
Kimmo Sorjonen, Bo Melin, Gustav Nilsonne

и другие.

Educational Psychology Review, Год журнала: 2025, Номер 37(2)

Опубликована: Март 29, 2025

Язык: Английский

Процитировано

0

Detecting spurious effects in cross-lagged panel models: Triangulation is not a valid test DOI
Richard E. Lucas, Rebekka Weidmann, Mark J. Brandt

и другие.

European Journal of Personality, Год журнала: 2024, Номер unknown

Опубликована: Ноя. 1, 2024

The cross-lagged panel model (CLPM) is an analytic technique used to examine the reciprocal causal effects of two or more variables assessed on occasions. Although widely used, CLPM has been criticized for relying implausible assumptions, violation which can often lead biased estimates effects. Recently, a triangulation method proposed identify spurious in simple analyses (e.g., Sorjonen, Melin, & 2024). We use simulations and discussion formulas underlying regression coefficients show that this does not provide valid indicator spuriousness. This identifies true as realistic situations should be diagnose whether effect estimated from not. There are clear reasons doubt CLPM, but results do add information about such spurious.

Язык: Английский

Процитировано

0