Copyright © 2000 Elsevier Ltd All rights reserved.
Young Sung Choia, Sun Ho Leeb and Byong Whi Leec,
, 
aKorea Atomic
Energy
Research Institute, PO Box 105, Yusong-gu, Taejon 305-600, South Korea
bDepartment of Mathematics, Sejong University, Kunja-dong 98, Kwangjin-ku, Seoul, 133-747, South Korea
cDepartment of
Nuclear
Engineering, Korea Advanced Institute of Science and Technology, 373-1 Kusong-dong, Yusong-ku, Taejon, 305-701, South Korea
Received 28 May 1999;
Abstract
Public
perception on nuclear energy
is much influenced by subjective impressions mostly formed through sensational and dramatic news of mass media or anti-
nuclear
groups. However,
nuclear
experts, those who have more relevant knowledge and information about
nuclear energy,
may have reasonable opinion based on scientific facts or inferences.
Thus their opinion and consensus should be examined and taken into
account during the process of
nuclear energy
policy formulation. For the purpose of eliciting experts' opinion, the
web-based on-line survey system (eBOSS) was developed. Using the survey
system, experts' views on
nuclear energy
were tallied, analyzed and compared with the public's. Based on the
survey results, the paper suggests some recommendations about the
future direction of the public information program in Korea.
Article Outline
- 1. Expert opinion on nuclear energy
- 2. Development of web-based on-line survey system for expert opinion elicitation
- 3. Design of expert opinion survey
- 4. Results of expert opinion survey
- 4.1. Distribution of respondents
- 4.2. National benefits of nuclear power
- 4.3. Overall safety judgment of experts
- 4.4. Risk assessment of experts
- 4.5. Preferences on policy alternatives
- 5. Discussions
- 6. Conclusions
- References
1. Expert opinion on
nuclear energy
In
developed countries, many technologies have experienced periods of
public concern, controversy, and social opposition. Also in Korea, it
turned out that
nuclear
issues were not only involved with scientific and technological
concerns, but also with socio-political arguments. The successful
development of
nuclear
technology comes to depend on the consensus of society. The public, however, does not have much knowledge of or interest in
nuclear energy.
Most people have concerns on potential risks from
nuclear
power plants and overestimate health effects by radiation. Moreover, they have little interest in
energy
problem in their everyday lives if it does not become an issue (OKAEA, 1993). In fact,
nuclear
technology is complex and not completely understood. Good information
may also be beyond the abilities of many lay persons to comprehend.
Ordinary individuals cannot afford to do the research needed to learn
enough about the mechanism of
nuclear
risks and figure out what should be done to improve safety. This is not desirable, either. So it is natural that
nuclear
experts have played a critical role in making
nuclear energy
policy.
Recently, however, the role of experts in decision-making was limited in Korea. Decisions about the
nuclear
program entailed conflicts between government and local communities.
Although experts could identify the total benefits and costs of various
policy alternatives, they could not objectively resolve conflicts of
interests. In addition, when confronted with value judgment, people
distrusted experts and government (Kim and Hong, 1992).
An acceptable policy for
nuclear
power may be produced through communication between the public and the experts.
Nuclear
experts and a decision-maker should try to catch public's
perception,
view, and preference on the policy alternatives which experts develop
and consider best in the current situation. Then, experts and a
decision-maker should modify remedial actions again or choose a policy
best reflecting the public's preference (Spangler, 1985). In a sense,
nuclear
experts stand at the front- and back-end of the use and development of
nuclear energy.
In the paper, experts' opinions and their consensus are examined and
compared with the public's. Moreover some recommendations to reduce the
perception
gap between the public and experts are presented.
2. Development of web-based on-line survey system for expert opinion elicitation
In the few years since its inception, the World-Wide Web, or WWW or Web, has grown dramatically in the number of users. These technologies for the first time hold the potential of ushering in the ‘Age of Information’ to people of all ages, backgrounds, and economic status. Widespread networking coupled with the ease of publishing multimedia materials within the Web will support radical changes in areas such as education, business, and entertainment (Kehoe and Pitkow, 1996).
It is natural and meaningful to use these networking resources for the purpose of communicating with
nuclear
experts. First, most
nuclear
experts work in research institutes, engineering service companies,
regulatory agencies and government that are equipped with Internet
connection. Moreover each of them has a personal computer on his/her
desk which implies that he/she can access to the Internet freely.
Second, there are many unresolved problems in the
nuclear
field, not because of the non-existence of a solution, but because of
lack of experts' consensus. The speedy communication makes it easy to
keep one in contact with others and to reduce each other's
misunderstanding. Third, there seems to be no places like an
information disclosure point or public discussion forum about
nuclear
issues at present. Considering the fact of the explosive growth of
Internet users and the national project of network construction, most
people will be capable of accessing the Internet soon. Thus, early
efforts to build communication channels with the public may benefit
from the effect of prior occupation against anti-
nuclear
groups.
For the current purpose of expert opinion elicitation, the web-based on-line survey system (eBOSS) was developed (Choi, 1999). Rather than using Newsgroups or electronic mail, the Web provides an easy way of answering: point-and-click forms or graphical user interface. This interface enables users to complete the survey at their own convenience and answer questions in a low-overhead fashion. It is consisted of several programs such as HTML (Hyper-Text Mark-up Language) editor, HTTP (Hyper-Text Transfer Protocol) server, and Data-Base. If questions are prepared to be asked of experts, they are edited by HTML editor to produce hyper-text pages of questionnaires. Hyper-text can include links to detailed information places and many user-friendly input forms such as choice list, text area, combo box, check box, radio checker, and button. Moreover the recent introduction of Java technology to the web has opened a variety of possibilities for interacting with users, thus improving the survey technique. Clients access the eBOSS using one of the web-browsers freely distributed. Answers are stored in Database and extracted with other data when results are requested. Database makes it possible for the eBOSS to serve many clients at the same time by the concurrent reading and writing jobs. Fig. 1 shows the conceptual diagram of the eBOSS and Fig. 2 shows the Home-page of the eBOSS.
![]() | Full-size image (78K) |
Fig. 2. Home-page of eBOSS (the first page that respondents meet when accessing the Internet address http://sorak.kaist.ac.kr/
bwlee/survey/).
3. Design of expert opinion survey
Using the eBOSS, an expert survey on
nuclear energy
was conducted from August through September 1998. In order to bring
respondents to the survey, several methods were used: email was
delivered to the identified persons and survey notification was posted
on the electronic bulletin board of each
nuclear
institute. When respondents accessed the eBOSS located at http://sorak.kaist.ac.kr/
bwlee/survey/, they could participate in the survey by clicking the link as shown in Fig. 3.
![]() | Full-size image (48K) |
Fig. 3. Second window which starts the expert opinion survey activated when respondents click the survey text underlined.
The questionnaire consisted of three parts: view on national benefit of
nuclear energy,
risk assessment of
energy
systems by comparing
nuclear
and coal-fired power, and policy preference for improving safety satisfaction of the public. Experts know that there is not an
energy
system of zero risk and no cost and that a decision should be based on
relative judgment by comparing feasible alternatives. Thus, all the
questions were based on comparisons with coal-fired power, an
alternative for base-load power generation in Korea.
National benefit is a key factor to determine which power generation system should be adopted to meet the increasing
energy
demand. Factors considered were economy,
energy
security, the ability to cope with the regulation of green house gas, and the effect of technological spin-offs.
Because experts have knowledge about
nuclear energy,
they see it without the process of perceiving risks that appears in the
public judgment. They judge it directly through integrating all the
factors related to the
energy
system. Factors submitted in this survey were two parts: “objective and
formal” risk from the result of PSA (Probabilistic Safety Analysis) and
“subjective and informal” risk characteristics such as large scale risk
by accidents, long range risk on future generation, uncertainty of
knowledge or information about the technology, and potential of abuse
in war or by terror. Notations for these risk factors will be PSA,
ACCIDENT, FUTURE, UNCERTAINTY, and ABUSE, respectively. In general, lay
people's
perceptions
on risks heavily depend on characteristics of specific risks (Slovic, 1987). The anti-
nuclear
group often argues that the benefit of
nuclear energy
is being exaggerated without considering these risk characteristics. It was our main interest whether
nuclear
experts take these factors into account during the risk judgment.
It was investigated which policy alternative was preferred by
nuclear
experts for the safety of
nuclear
power and thus for safety satisfaction of the public. Alternatives
considered were development of a new safer reactor; complete cut-off of
radioactive release; resolution of disposal of trans-uranium such as
Pu, Am, Np; and establishment of trust through information opening and
civilian monitoring system. Fig. 4 shows the structure of questions.
![]() | Full-size image (19K) |
Fig. 4. Expert judgment on
nuclear energy
and preference for policy alternatives.
When it is needed to ask respondents to weigh several factors, scrollbars — a graphic user interface of Java — were used as shown in Fig. 5. Scrollbar makes it possible for respondents to weigh several factors visually. The visual scale helps respondents express his thought in mind quantitatively.
![]() | Full-size image (36K) |
Fig. 5. Graphic user interface using Java. It makes it possible for respondents to weigh four items visually. The visual scale helps respondents express his thought in mind quantitatively.
4. Results of expert opinion survey
4.1. Distribution of respondents
In total, 60 experts responded to all questions. Fig. 6 shows the distribution of respondents' occupational years in
nuclear
related fields. Most respondents (75%) have
nuclear
experience for more than 5 years. Thus it seems that respondents are
nuclear
experts.
4.2. National benefits of
nuclear
power
Fig. 7 shows experts' view on relative weights of national benefits from
nuclear
power. Here the value has absolute meaning because respondents express
their thoughts according to the guide that the sum of all weight values
should be 100. They could point the scale of their minds visually. The
benefit factor having the highest score was the ability to cope with
the regulation of green house gas (31.1).
Energy
security (25.2), technological spin-offs (22.5), and economy (21.3) followed it.
![]() | Full-size image (5K) |
Fig. 7. Expert's view on relative weights of national benefits from
nuclear
power No CO2=the ability to cope with the regulation of green house gas; Spin-offs=technological spin-offs; ◊=mean value,
=upper bound of standard error,
=lower bound of standard error).
4.3. Overall safety judgment of experts
Fig. 8 shows the distribution of experts' direct judgment on the overall safety of
nuclear
power compared with that of coal-fired. Here overall safety represents the integrated judgment on
energy
systems including the results of PSA and risk characteriscs. Over half of the respondents (56.7%) answered that
nuclear
power is safer than coal-fired, 28.3% that both are similar, and 15.1% that coal-fired power is safer than
nuclear.![]()
![]() | Full-size image (35K) |
Fig. 8. Distribution of expert's direct assessment on the overall safety of
nuclear
power compared with coal-fired safety.
4.4. Risk assessment of experts
Fig. 9 shows experts' views on relative weights of risk factors contributing to overall risk assessment of the power generation system. Seeing the figure, experts consider impacts on future generation most important (26.3) and the “formal” risk measured by PSA relatively less (17.8). Risk characteristics such as future impacts cannot be captured in PSA. From this figure, it seems that risk characteristics also are taken into account when judging the overall risk.
![]() | Full-size image (6K) |
Fig. 9. Expert's view on relative weights of risk factors contributing to overall risk assessment of power generation system (PSA=result of probabilistic safety analysis; ACCIDENT=potential of severe accident; FUTURE=impacts on future generations; UNCERTAINTY=uncertainty of knowledge; ABUSE=potential of abuse in war or by terror).
A simple weighted sum model was proposed as experts' risk assessment structure as follows:
shows a bit higher value of correlation, 0.79. But the parameter estimates as shown in Table 2 are not consistent with the averages of self-stated weightings. The most influential factor is PSA and the next is UNCERTAINY and FUTURE. This mismatch between self-stated weighting and derived one seems to indicate that although experts think explicitly that risk characteristics are important, their judgments should be implicitly governed by the objective risk. However, since the difference between models (1) and (2) is very small, we could not determine the best model. Moreover since both model show somewhat low correlation with actual judgment, we concluded that neither model sufficiently represents the experts' risk judgment structure. However, at least, considering that the correlation coefficient with PSA factor is lower than model (1) and (2) as shown in Table 3, we could verify that in risk judgment process experts take into account not only objective risk but also risk characteristics.
Scores assigned to answering items for overall safety judgment (A) and individual safety judgment on risk factor j (B)
Comparisons of correlation coefficients between actual overall safety judgment and some proposed model for risk assessment
| Model | Correlation coefficient |
|---|---|
| Weighed sum | |
| ∑j=risk factors(weight of j)i×(Score on j)i | 0.77 |
| Multiple regression | |
| β0+∑j=risk factorsβj×(Score on j)i | 0.79 |
| Simple additive | |
| ∑j=risk factors(Score on j)i | 0.75 |
| One factor | |
| (Score on PSA) | 0.60 |
| (Score on ACCIDENT) | 0.35 |
| (Score on FUTURE) | 0.64 |
| (Score on UNCERTAINTY) | 0.57 |
| (Score on ABUSE) | 0.36 |
4.5. Preferences on policy alternatives
Fig. 10 shows experts' preferences on policies to improve the safety of
nuclear
power and thus to improve safety satisfaction of the public. It shows
that most experts require establishment of trust through information
opening and civilian monitoring system. This is consistent with the
statement of the President of Korea, that the civilian monitoring
system would be established soon, in the ceremony for the completion of
new
nuclear
power plant, Ulchin 3 unit, in Korea.
![]() | Full-size image (5K) |
Fig. 10. Expert's preferences on policies to improve safety satisfaction of the public (New Rx=development of new safer reactor; No Rad=complete cut-off of radioactive release; Trans-U=solving the problems of treatment and/or disposal of trans-uranium such as Pu, Am, Np; Trust=establishment of trust through information opening and civilian monitoring system).
5. Discussions
The scope of
nuclear
expert was not defined rigorously in this study. If the respondent came from a
nuclear
-related organization, he was considered as a
nuclear
expert. We examined if any difference in opinion exists along with
different occupation years or organizations. But no significant
differences were observed. It seems that experts have somewhat similar
opinion in most issues of
nuclear energy.
Almost all respondents consider
nuclear
power as more beneficial than coal-fired power. And most think
nuclear
power to be as safe as or safer than coal-fired power. In addition,
standard errors of weights on benefit, risk, and policy preference were
small enough for some key weights to be discriminated.
When compared with the public, there are differences of
perception
by experts on the risk and benefit of
nuclear energy.
While the public considers
nuclear energy
as risk- and economy-oriented
energy,
experts consider
nuclear energy
as safe and important as a viable option for preparing for global warming gas emission control (Table 4).
Global warming is one of the most important environmental issues and
the fossil fuel consumption is the main cause of it. On this account,
the
nuclear
power is highly estimated as a non-fossil
energy
source. However, a recent national survey revealed that 37.5% of the public think gas
energy
to be effective in reducing global warming gas, 16.5% coal, and 8.1% oil, while 31.4% think
nuclear energy
to be effective (no response 6.5%) (OKAEA, 1998). In other words, about 70% of Korean publics do not recognize this advantage of
nuclear energy.![]()
Comparisons of the public and experts
| The public | Experts (in this study) |
|---|---|
| NPP is ecenomicaAgree 83.3% vs. disagree 12%NPP produces no CO2aAgree 55.6% vs. disagree 35.1% | Benefit of NPPEconomy 21.3 vs. no CO2 31.1(Security 25.2, spin-offs 22.5) |
| NPP is not safe 45.4%bNPP is risky compared with other industrial facilities 54.3a | NPP is as safe as or safer than coal-fired: 85.0% |
b Gallup Korea (1997), sample size=1524, survey date=October 1997.
This
dramatically shows a difference between lay people and experts. The
misunderstanding of such an important point for decision should be
corrected by proper public information. In fact, OKAEA (Organization
for Korea Atomic
Energy
Awareness), responsible for public information, has focused TV advertisements of
nuclear energy
on economic resource until recently. The misunderstanding can be reduced by providing specific information like that only
nuclear energy
could cope with global CO2 emission control and future electricity demand in Korea.
While lay people judge the risk and benefit through the process of
perception
on the specific object, an expert judges them on the basis of objective
information. That is, those who have little interests or concerns base
their judgement on the
perceptions
formed mostly by sensational or attractive information (Choi et al., 1998).
But it is assumed that experts take all relevant scientific facts or
inferences into account as much as possible. Letting them weigh risk
factors, it is found that experts consider impacts on future
generations most important and the “formal” risk measured by PSA
relatively less. Although we could not find out expert risk judgment
model, it might be true that risk characteristics not captured in PSA
should be taken into account when experts judge the risk of
nuclear energy.![]()
The
on-line survey system produced a very good performance. It required
very low cost and manpower. Speedy response is another merit of the
on-line system. Most respondents showed favorable responses, which can
be seen in free comments. Any type of survey can be done with the
ability of Java. It seems that this could play the role of
communicating experts' opinion to the public. The goal of such
communication should be not simply to ‘educate’ the public to accept
the technology, but to provide individuals with the scientific
information enabling them to make an informed choice about
energy
systems and to make a contribution to the wider public debate.
6. Conclusions
The first priority for promoting the
nuclear
power program must be the economically favorable production of
electricity compared with other available alternatives such as
coal-fired power. When global warming gas is controlled within an
international regime,
nuclear energy
will be more favorable. According to this fact,
nuclear
experts in Korea think that
nuclear energy
must be the viable option for preparing for global warming gas emission
control. But about 70% of Korean publics do not recognize this
advantage of
nuclear energy.
In addition, while most
nuclear
experts consider
nuclear energy
as safer than coal-fired one, about half of the public thinks that
nuclear energy
is not safe. Public acceptance and cooperation are prerequisites for future development and utilization of
nuclear energy.
For
nuclear energy
to be an advanced and innovative environmentally sound technology in the 21st century, the public mis-
perceptions
should be corrected through proper education and public information.








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