Renaud Vialet, Physician Réanimation Pédiatrique, Assistance Publique, Hôpitaux de Marseille, Hôpital Nord
Send letter to journal:
Re: Logarithm
renaud.vialet{at}ap-hm.fr Renaud Vialet
|
To the Editor:
We read with great interest the recent paper by R.E. Lasky and A.L.
Williams1 studying sound and light exposure, which are very important
factors affecting newborns in neonatal intensive care units.
We only did not completely agree with the mathematical transformations the
authors made before statistical analysis. The authors stated that
"Statistics calculated on sound measurements recorded in decibels (dB)
without transforming them are misleading. [… and …] the dB measurements
must be converted to sound pressure, a linear scale, before averaging".
Actually, dB is the commonly used unit for sound measurements, and is a
(Neperian) logarithmic transformation of Pascals (Pa). In facts, a
logarithmic transformation is useful to make calculations easier, as
multiplications are simplified in additions. So logarithmic
transformations should be used with precautions: for example if you add up
sounds; for example, a friend calling out to you (70 dB) in a noisy
restaurant (70 dB either), for you the sound will be 70 dB + 70 dB, which
equals (approximately)… 73 dB, and not 140! . As stated by the authors,
for that calculation, you must before addition transform dB in Pa, and
after re-transform Pa in dB.
However, these transformations are not necessary for statistical analysis.
Commonly used statistical analysis, like those used in the paper
(calculations of confidence interval, generalized linear mixed models
analysis) make conditions not on the variable itself but on the
distribution of the variable, which must be normal (Gaussian).
Let us use a comparison with a variable more familiar to the clinicians,
the pH. pH is a (decimal) logarithmic transformation of the concentration
of H+. For the same reasons than above, if you blend the same volume of a
pH=6 solution with a pH=8 solution, you will not obtain a pH = 7 solution,
but a (approximately) pH = 6.3 solution. However, as blood pH of our
patients follow a normal distribution, it is correct when performing
statistical analysis of the results, to use statistic tests without any
prior mathematical transformation, as it is actually done in all the
medical scientific articles. And it is quite the same for dB analysis.
Reference:
1: Their Stay in the Neonatal Intensive Care Unit, Noise and Light
Exposures for Extremely Low Birth Weight Newborns: Pediatrics 2009;123;540
-546
Conflict of Interest:
None declared |