Mathematical Psychology
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Stevens Power Law

Stevens' Power Law states that perceived magnitude is a power function of stimulus intensity, with the exponent varying by sensory modality.

ψ = k · Iⁿ

S. S. Stevens proposed in 1957 that the relationship between physical stimulus intensity and perceived magnitude follows a power function rather than Fechner's logarithmic function. Through magnitude estimation experiments — where observers assign numbers proportional to perceived intensity — Stevens found that the exponent n varies systematically across modalities.

Stevens' Power Law ψ = k · Iⁿ

ψ = perceived magnitude
I = physical intensity
k = scale constant
n = exponent (modality-specific)

Exponents Across Modalities

The exponent determines whether the psychophysical function is expansive (n > 1), compressive (n < 1), or linear (n = 1). Electric shock has n ≈ 3.5 (strongly expansive — small increases in current produce large increases in pain), while brightness has n ≈ 0.33 (strongly compressive). Length estimation yields n ≈ 1.0, and loudness gives n ≈ 0.67. These exponents have proven remarkably stable across laboratories, cultures, and decades.

Theoretical Implications

Stevens argued that his Power Law was more fundamental than Fechner's Log Law because it was based on direct measurement of sensation rather than indirect inference from JNDs. In log-log coordinates, a power function becomes linear, and the slope gives the exponent directly. The debate between Stevens and Fechner continues, with Bayesian and information-theoretic analyses suggesting that both laws capture different aspects of the same underlying neural coding principles.

Interactive Calculator

Each row records a magnitude estimation trial: stimulus_intensity and perceived_magnitude. The calculator fits Stevens' Power Law ψ = k·In by log-log regression.

Click Calculate to see results, or Animate to watch the statistics update one record at a time.

Related Topics

References

  1. Stevens, S. S. (1957). On the psychophysical law. Psychological Review, 64(3), 153–181. https://doi.org/10.1037/h0046162
  2. Stevens, S. S. (1975). Psychophysics: Introduction to its perceptual, neural, and social prospects. Wiley. https://doi.org/10.4324/9781315127675
  3. Marks, L. E. (1974). Sensory processes: The new psychophysics. Academic Press. https://doi.org/10.1016/C2013-0-11769-3
  4. Zwislocki, J. J. (2009). Sensory neuroscience: Four laws of psychophysics. Springer. https://doi.org/10.1007/978-0-387-85650-2

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