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Diminishing returns as a function of disturbance.

Kimmo Sorjonen1, Bo Melin1

  • 1Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.

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|July 21, 2020
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Summary

Spearman's law of diminishing returns (SLODR) suggests IQ scores are more influenced by general intelligence in lower ability individuals. Simulations indicate disturbing factors can create this effect, potentially threatening SLODR findings.

Keywords:
Differentiation hypothesisDisturbancePerformanceSimulationSpearman’s law of diminishing returnsValidity

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Area of Science:

  • Psychometrics
  • Cognitive Psychology
  • Statistical Modeling

Background:

  • Spearman's law of diminishing returns (SLODR) posits that general intelligence (g) saturation in test scores is higher for lower ability individuals.
  • Previous research has primarily focused on theoretical underpinnings and empirical observations without extensive simulation of confounding factors.

Purpose of the Study:

  • To investigate whether disturbing factors, varying in magnitude across individuals, can simulate Spearman's law of diminishing returns (SLODR).
  • To assess the impact of negatively skewed disturbance variables on SLODR criteria.
  • To evaluate the potential threat to the validity of findings supporting SLODR.

Main Methods:

  • Computer simulations were employed to model the effects of a disturbing factor on test scores.
  • The disturbing factor was introduced with varying magnitudes across simulated individuals.
  • Disturbance variables with different distributions, including negative skew, were examined.

Main Results:

  • Simulations demonstrated that a disturbing factor, such as low motivation or illness, can produce the pattern predicted by SLODR.
  • The observed difference in g saturation between high and low ability groups was replicated under simulated conditions.
  • Contemporary SLODR criteria were met when the disturbance variable was negatively skewed.

Conclusions:

  • The findings suggest that observed support for SLODR may be an artifact of uncontrolled disturbing factors.
  • Researchers must actively mitigate the influence of individual-level confounding variables to ensure the validity of SLODR research.
  • This highlights the critical importance of methodological rigor in psychometric studies.