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Impact of CO2 on human decision making and productivity
Usha Satish1,*, William B. Fisk2, Mark J. Mendell2, Katia Eliseeva2, Toshifumi Hotchi2,Douglas Sullivan2, Lisa B. Cleckner3, Krishnamurthy Shekhar1 and Kaeling Teng1
1SUNY Upstate Medical University, Syracuse, NY2Lawrence Berkeley National Laboratories, Berkeley, CA3Syracuse Center of Excellence, Syracuse, NY
Keywords: Performance, IAQ, Decision Making, Productivity
Participants are exposed to real –world scenarios
on a computer screen. They respond to real-
Significant economic savings and productivity
world situations and make decisions. Based on
gains in worker performance are estimated even
their actions, computer calculated and scored
measurement profiles are generated for 25
environmental quality (Fisk, 2000). Real-world
validated characteristics of human functioning.
22 adults between the ages of 18 and 35 years
conditions that are volatile, complex, and
participated in a randomized within subjects
study design. The decision-making abilities of
feedback. Therefore, the measurement tool
the study participants were assessed under three
needs to capture functioning as it happens in the
different and well characterized conditions -
designed to measure the process of thinking and
continuously during all the conditions. All other
has been widely used in many industries to
conditions including the ventilation rate were
assess cognitive and behavioral responses to
real-world task situations (Satish and Streufert,1997).
Performance of 22 subjects on nine simulation
measures was compared in a within subjects
For more than forty years, the applicability of
performance and productivity in the real-world
settings have been demonstrated with high
levels of predictive validity and reliability across
comparison of performance variables across the
different professions, different cultures and in
different continents (Satish and Streufert, 1997;
While performance in most cases decreased
Breur and Streufert, 1995; Streufert et al., 1988;
from treatment level 1 to 2 and even more (often
Streufert and Swezey, 1986). Overall concurrent
at a greater level) from treatment level 2 to 3, no
and predictive validity coefficients consistently
differences among treatment were obtained for
exceed r=+.60. Reliability values range from
comparisons of treatment levels 1 and 2 for
r=+0.7 to r=+0.94 (Streufert et al., 1988). The
initiative, but treatment level 3 differed
methodology has been used to study the effects
significantly from the other two treatments. The
of beta-blockers, alcohol, caffeine, marijuana,
tranquilizers (Streufert, et al., 1993; Streufert, et
activity. While again no differences were
al., 1997; Satish and Streufert, 2003). The SMS
tool is highly sensitive to small differences in
drug or environmental influences upon human
conditions 3 exceeded
performance during the
functioning with real-world relevance (Streufert,
other two treatments. No differences among any
et al., 1996; Streufert and Satish, 2005).
of the three treatment levels were obtained forinformation search.
COMPARISONS OF TREATMENTS
Condition 1 – 600 ppm of CO2 exposure
Condition 2 – 1000 ppm of CO2 exposure
Condition 3 – 2500 ppm of CO2 exposure
marginal or even at dysfunctional level on some
Streufert S, Pogash R, Gingrich D, Kantner A,
especially at 2500 ppm – a typical concentration
Lonardi L, Severs W, Landis R, and Roache
J, 1993. Alcohol and complex functioning.
between 400 and 1000 ppm though less is still
Journal of Applied Social Psychology, 23,
significant. This impact may dictate minimum
required ventilation rates per person and
Streufert S, Pogash R, Piasecki M. 1988.
consequently the potential to achieve energy
Simulation-based assessment of managerial
savings may be constrained by the direct effects
competence: reliability and validity. Pers
Streufert S, Satish U, Gingrich D, Landis R,
Pogash R, Roache J and Severs W. 1997.
Breuer K. and Streufert S. 1995. The strategic
version, in Corporate Training for Effective
Streufert S, Satish U, Pogash R, Gingrich D,
Landis JR, Lonardi L, Miller J, and Severs
Fisk WJ. 2000. Health and productivity gains
from better indoor environments and their
relationship with building energy efficiency.
Streufert S. and Satish U. 2005. Impact of
allergic rhinitis on simulated real-world
Measurement of Behavioral Complexity.
Complexity, managers, and organizations.
Satish U. and Streufert S. 2003. Treatment of
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