Combining expertise in science,
engineering, economics, decision analysis, psychology,
and behavioral decision theory, EPP is home to
one of the world's leading research programs in
risk analysis and risk communication. Mike DeKay,
Scott Farrow, Baruch Fischhoff, Paul Fischbeck,
Keith Florig, Carol Goldburg, Lester Lave, Indira
Nair, Granger Morgan, Henry Piehler, Mitchell
Small, and Elizabeth Casman all do research in
this area.
Risk-related work in the department ranges from
the analysis of new or under appreciated risks
(home sprinkler fire suppression systems, alternative
motor vehicle fuels, off-shore platforms for oil
and gas) to studies of public perceptions and
valuation, how best to improve public understanding
of risks, how to facilitate public participation
in risk-related decision making, and how to improve
the management and regulation of risks. Much of
this research is done collaboratively in interdisciplinary
teams.
The field of risk analysis has undergone major
changes over the past 25 years. Much of the early
work involved straight technical assessment by
people in fields such as engineering and public
health. This began with fairly simple deterministic
methods and, with time, moved to increasingly
sophisticated probabilistic methods. However,
it soon became apparent that issues of risk involve
far more than just technical assessment. Issues
of public communication, public understanding
and perception, valuation, and citizen participation,
as well as policy questions related to the choice
and implementation of risk management strategies,
can all be as or more important than technical
assessment. As a result, economists, psychologists,
and other social scientists began to work on risk.
Unfortunately, even today, the perspectives of
these various disciplines are often not combined
in an integrated approach to risk analysis. Fortunately,
at Carnegie Mellon, EPP has long enjoyed an institutional
environment that allows a close integration of
these perspectives both in our research and in
the education of our students.
One recent example of this integrated approach
has been work in the Department on risk ranking.
In the Fall of 1993, the White House Office of
Science and Technology Policy asked faculty in
EPP to propose a detailed method by which federal
agencies might rank the risks they manage. A group
of four faculty and seven graduate students in
the department published a detailed description
of how this might be done. Since then, with support
from NSF and EPA, a group of researchers in the
department, including Granger Morgan, Paul Fischbeck,
Mike DeKay, Keith Florig, Baruch Fischhoff and
others, have worked to refine, test, and demonstrate
these ideas using citizen groups and a realistic
test bed that involved health and safety risks
to students in a hypothetical middle school. Now
the method is being extended to include ecological
risks as well. Developing these methods has spun
off basic research into the nature of risk and
the logic of prioritization.
Baruch Fischhoff was among the pioneers of behavioral
decision making and the psychology of risk perception.
In addition to his work as part of the effort
in risk ranking he is part of the Center on the
Human Dimensions of Global Change, studying how
best to support people in valuing outcomes and
situations with which they have had little or
no prior experience. He is also conducting work
on topics that range from adolescent risk taking
to people's willingness to pay for environmental
protection, involving citizens in risk decision
making, getting relevant science used in risk
decision making, and communicating with laypeople
about risks to public health (AIDS, cryptosporidiosis,
radon, breast cancer, sexual assault, etc.). He
is also doing work on research priority setting
and evaluating the usefulness of basic research.
Much of the risk-related work in EPP overlaps
with work in the area of energy and environmental
systems. For example, Lester Lave has done extensive
work on the health risks of air pollution, recently
extending the focus to include temperature effects
and climate change. As part of the Center of the
Study and Improvement of Regulation, Lave is studying
the development of improved techniques for screening
for chemical carcinogens and the evolution of
air pollution regulations for motor vehicles and
their fuels. As noted above, he leads the university-wide
Green Design Initiative which is pioneering methods
in life-cycle analysis. Other recent risk studies
have ranged from an examination of the risks from
truck drivers who have diabetes to work on the
risk from large dams.
Paul Fischbeck also conducts research on a wide
variety of topics in risk assessment. Examples
of recent projects include risks posed by air
pollution from ships, development of performance-based
fire codes, design of improved inspection methods
for the protective heat shield tiles on the space
shuttle, studies of the risks of off-shore oil
platforms, and the clean-up and reuse of old contaminated
industrial sites.
Like Fischhoff, Lave and Fischbeck, Granger Morgan
has addressed a wide variety of issues in risk
assessment, from power-frequency electric and
magnetic fields to motor vehicle crashes. As part
of the activities of the Center for the Study
and Improvement of Regulation he is exploring
issues such as how to measure the performance
of current regulatory systems, how to do a better
job of balancing equity and efficiency in the
design of regulation, and whether and how to undertake
fundamental redesign of environmental enabling
legislation. On the analytical front, much of
his work has involved the development and demonstration
of methods for characterizing and treating uncertainty
in quantitative policy analysis.
Mitchell Small's research on environmental fate
and transport, exposure, and risk considers the
role of risk perception and risk communication
on individual behaviors which influence exposure.
Recently he has collaborated with Baruch Fischhoff
to develop integrated methods for household chemical
exposures and is currently involved in a project
to develop protocols for risk communication for
microbial pathogens in drinking water. He collaborates
extensively with colleagues in the Department
of Statistics on the development and application
of Bayesian methods for environmental modeling
and risk assessment.
In the area of risk communication, Baruch Fischhoff
and Granger Morgan have co-directed a series of
studies of the problems of communicating to semi-technical
and non-technical people about technological risks.
These studies have shown that people do not process
and interpret such information in isolation. Rather,
they filter and interpret it in the context of
their existing knowledge structures. Thus, risk
communications that ignore what people already
believe can both confuse and fail to inform them.
As a result, one focus of this efforts has been
on the development of a set of techniques for
eliciting the "mental models" that people
use when thinking about risk issues. This research
has provided a disciplined basis for developing
and empirically testing risk communications. For
more information on activities in EPP and elsewhere
at Carnegie Mellon on Risk Perception and Communication
see
http://www.hss.cmu.edu/departments/sds/risk/.
For example, mental model interview methods have
recently been used to conduct studies of what
laypeople know about climate change. These studies
found that most people do not understand the key
role played by carbon dioxide produced when fossil
fuel is burned. Many people appear to have a mental
model that general pollution causes climate change
and good "green" practice will somehow
solve the problem. In order to help people develop
a more informed basis for participating in public
debate on this issue, a hierarchically organized
set of brochures on climate change has been developed
for the general public.
Mike DeKay is working on developing strategies
to support laypeople in evaluating ecological
impacts in risk ranking and other contexts. His
other environmental interests include the prioritization
of endangered species and their habitats for preservation.
He is also interested in health-related risks
and decision making. Projects in this area have
involved decisions about risky treatments for
individual patients versus groups of similar patients;
the effects of malpractice liability on physicians
decisions about diagnostic testing; cost-effectiveness
analysis of population-based genetic screening
programs; and prioritization of candidates for
organ transplantation.
Hadi Dowlatabadi and Elizabeth Casman are conducting
a series of risk analytic and econometric projects
exploring the connections between climate change
and vector-borne disease. These projects are examining
the socio-economic context of disease transmission
in an effort to quantify various contributions
to overall risk.