view on all, male and female persons, over and
under 30 years old persons. It is clear, that sensing
performance decreases. The subjects found it harder
to detect the small temperature steps after having
performed the two subtests with bigger temperature
steps before. If they had guessed for the temperature
changes, statistically the “==” and the “!=” data
would have changed similarly. In fact only the “==”
degraded significantly and the persons either tended
to say nothing or were confused by the sensation
(reconstructed on the basis of the acquisition
protocol) which leads in higher values for the “0”.
Striking points are the values for female persons in
the “!=” section, where the wrong perception of
temperatures increased instead of falling compared
to the other subjects. This could be explained by the
strong decrease in the “==” and the relative low
increase in the “0” section compared to the male
subjects. The incertitude for sensing a small
temperature change in this test is therefore higher for
female than for male persons.
Table 2: Comparison between the same subtests 2 and 5.
Subtest 2 Subtest 5 Difference
==
All 44.7% 37.8% -6.9%
Female 45.2% 35.5% -9.7%
Male 44.4% 39.2% -5.2%
> 30 years 37% 31.1% -5.9%
< 30 years 53.8% 45.9% -7.9%
!=
All 14.1% 13.4% -0.7%
Female 9.7% 12.9% 3.2%
Male 16.7% 13.7% -3%
> 30 years 15.2% 13.3% -1.9%
< 30 years 12.8% 13.5% 0.7%
0
All 41.2% 48.8% 7.6%
Female 45.2% 51.6% 6.4%
Male 38.9% 47.1% 8.2%
> 30 years 47.8% 55.6% 7.8%
< 30 years 33.3% 40.5% 7.2%
Based on two existing scales of warmth
sensation, the Bedford comfort scale and the
ASHRAE sensation scale (Parsons, K. C., 2003), it
is possible to classify words like “cool”, “warm” and
“neutral” according to Table 3
(Parsons, K. C.,
2003).
Both combined with the delivered comments (a
total count of 341) of the tested persons, noted in the
acquisition protocol, and related to their neutral
perceived temperature, it is possible, even though
not always evident, to generate an intensity map of
the sensation (Figure 4). This is a potential
alternative to interpret the obtained data. In the
graph the temperature difference to the neutral
Table 3: Scales of warmth sensation.
Scale Bedford comfort scale
ASHRAE sensation
scale
7 Much too warm Hot
6 Warm Warm
5 Comfortably warm Slightly warm
4 Comfortable Neutral
3 Comfortably cool Slightly cool
2 Too cool Cool
1 Much too cool Cold
temperature is ranged from -22°C to +7°C on the
abscissa, where 0°C represents the neutral
temperature. The intensities of three temperatures
have been summed up, followed by a normalisation
to 1. The warmth scale is applied to the ordinate,
ranging from 1=cold to 7=hot.
Except for some outliers, especially around -
20°C, caused by a misperception of a big
temperature step (can be seen for “■ !=” in
Figure 3), the linear trend (dotted line) is clearly
noticeable and encourages the use of the sensation
scale as indicator, even if it could seem that the use
of words should deliver very vague information. It is
amazing that persons around the neutral temperature
(±Δ3°C) mostly say that it is comfortable, but cannot
notice small changes reliably (see Table 2).
Figure 4: Temperature sensation map, using a combination
of the Bedford comfort and the ASHRAE sensation scales.
In further work the post-analysis of the test by
another person should be replaced by a scale, where
the persons can enter themselves their perception in
the range of 1-7 (cold-hot). Integrated into a separate
input mask, such as a touch sensitive display, the
data acquisition could be automated as far as
possible thus reducing interpretation errors and the
amount of outliers which would give an even clearer
trend in the temperature sensation intensity map.
Also the effect of placebo could be investigated by
showing the persons “wrong” temperature values
and therefore subconsciously influencing their
temperature perception.
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