ScienceDirect® Home Skip Main Navigation Links
Brought to you by:
Universiti Malaysia Pahang
 
Home
Browse
Search
My Settings
Alerts
Help
 Quick Search
 Search tips (Opens new window)     Clear all fields          Advanced Search
Result list |  previous  < 8 of 10,687 >  next 
Font Size: Decrease Font Size  Increase Font Size
 Article - selected
PDF (1427 K)
Thumbnails - selected | Full-Size Images

Article Toolbox
Opens in new window  Download PDF   
  E-mail Article   
  Cited By   
  Save as Citation Alert   
Set up a citation RSS feed (Opens new window)  Citation Feed   
  Export Citation   
  Add to my Quick Links   
Bookmark and share in 2collab (opens in new window)
Request permission to reuse this article
  Cited By in Scopus (1)
 
 
Related Articles in ScienceDirect
View More Related Articles
 
PANGAEA Supplementary Data
View Record in Scopus
doi:10.1016/S0306-4549(99)00078-X    
How to Cite or Link Using DOI (Opens New Window)

Copyright © 2000 Elsevier Ltd All rights reserved.

Expert judgment for nuclear energynext term

Young Sung Choia, Sun Ho Leeb and Byong Whi Leec, Corresponding Author Contact Information, E-mail The Corresponding Author

aKorea Atomic previous termEnergynext term 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 previous termNuclearnext term Engineering, Korea Advanced Institute of Science and Technology, 373-1 Kusong-dong, Yusong-ku, Taejon, 305-701, South Korea


Received 28 May 1999; 
accepted 29 June 1999. 
Available online 27 December 1999.

Abstract

Public previous termperception on nuclear energynext term is much influenced by subjective impressions mostly formed through sensational and dramatic news of mass media or anti-previous termnuclearnext term groups. However, previous termnuclearnext term experts, those who have more relevant knowledge and information about previous termnuclear energy,next term 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 previous termnuclear energynext term 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 previous termnuclear energynext term 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 previous termnuclear energynext term

In developed countries, many technologies have experienced periods of public concern, controversy, and social opposition. Also in Korea, it turned out that previous termnuclearnext term issues were not only involved with scientific and technological concerns, but also with socio-political arguments. The successful development of previous termnuclearnext term technology comes to depend on the consensus of society. The public, however, does not have much knowledge of or interest in previous termnuclear energy.next term Most people have concerns on potential risks from previous termnuclearnext term power plants and overestimate health effects by radiation. Moreover, they have little interest in previous termenergynext term problem in their everyday lives if it does not become an issue (OKAEA, 1993). In fact, previous termnuclearnext term 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 previous termnuclearnext term risks and figure out what should be done to improve safety. This is not desirable, either. So it is natural that previous termnuclearnext term experts have played a critical role in making previous termnuclear energynext term policy.

Recently, however, the role of experts in decision-making was limited in Korea. Decisions about the previous termnuclearnext term 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 previous termnuclearnext term power may be produced through communication between the public and the experts. previous termNuclearnext term experts and a decision-maker should try to catch public's previous termperception,next term 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, previous termnuclearnext term experts stand at the front- and back-end of the use and development of previous termnuclear energy.next term In the paper, experts' opinions and their consensus are examined and compared with the public's. Moreover some recommendations to reduce the previous termperceptionnext term 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 previous termnuclearnext term experts. First, most previous termnuclearnext term 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 previous termnuclearnext term 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 previous termnuclearnext term 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-previous termnuclearnext term 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 (44K) - Opens new windowFull-size image (44K)

Fig. 1. W View the MathML sourceb- View the MathML sourceased View the MathML sourcen-line View the MathML sourceurvey View the MathML sourceystem (eBOSS) for expert opinion elicitation.


Full-size image (78K) - Opens new windowFull-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/not, vert, similarbwlee/survey/).


3. Design of expert opinion survey

Using the eBOSS, an expert survey on previous termnuclear energynext term 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 previous termnuclearnext term institute. When respondents accessed the eBOSS located at http://sorak.kaist.ac.kr/not, vert, similarbwlee/survey/, they could participate in the survey by clicking the link as shown in Fig. 3.



Full-size image (48K) - Opens new windowFull-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 previous termnuclear energy,next term risk assessment of previous termenergynext term systems by comparing previous termnuclearnext term and coal-fired power, and policy preference for improving safety satisfaction of the public. Experts know that there is not an previous termenergynext term 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 previous termenergynext term demand. Factors considered were economy, previous termenergynext term security, the ability to cope with the regulation of green house gas, and the effect of technological spin-offs.

Because experts have knowledge about previous termnuclear energy,next term 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 previous termenergynext term 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 previous termperceptionsnext term on risks heavily depend on characteristics of specific risks (Slovic, 1987). The anti-previous termnuclearnext term group often argues that the benefit of previous termnuclear energynext term is being exaggerated without considering these risk characteristics. It was our main interest whether previous termnuclearnext term experts take these factors into account during the risk judgment.

It was investigated which policy alternative was preferred by previous termnuclearnext term experts for the safety of previous termnuclearnext term 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) - Opens new windowFull-size image (19K)

Fig. 4. Expert judgment on previous termnuclear energynext term 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) - Opens new windowFull-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 previous termnuclearnext term related fields. Most respondents (75%) have previous termnuclearnext term experience for more than 5 years. Thus it seems that respondents are previous termnuclearnext term experts.



Full-size image (27K) - Opens new windowFull-size image (27K)

Fig. 6. Distribution of respondent's occupation years in previous termnuclearnext term fields.


4.2. National benefits of previous termnuclearnext term power

Fig. 7 shows experts' view on relative weights of national benefits from previous termnuclearnext term 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). previous termEnergynext term security (25.2), technological spin-offs (22.5), and economy (21.3) followed it.



Full-size image (5K) - Opens new windowFull-size image (5K)

Fig. 7. Expert's view on relative weights of national benefits from previous termnuclearnext term power No CO2=the ability to cope with the regulation of green house gas; Spin-offs=technological spin-offs; ◊=mean value, inverted perpendicular=upper bound of standard error, perpendicular=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 previous termnuclearnext term power compared with that of coal-fired. Here overall safety represents the integrated judgment on previous termenergynext term systems including the results of PSA and risk characteriscs. Over half of the respondents (56.7%) answered that previous termnuclearnext term power is safer than coal-fired, 28.3% that both are similar, and 15.1% that coal-fired power is safer than previous termnuclear.next term



Full-size image (35K) - Opens new windowFull-size image (35K)

Fig. 8. Distribution of expert's direct assessment on the overall safety of previous termnuclearnext term 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) - Opens new windowFull-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:

(1)
View the MathML source
where jis the index to PSA, ACCIDENT, FUTURE, UNCERTAINTY, and ABUSE; (Weight of j) is the relative weight of risk factor jwith j=risk factors (Weight of j)=100for all i; (Score on j) is the judgmental score of safety on the risk factor j, which is scaled by 7 points Likert-scale (Table 1B). The correlation coefficient between ( i's risk judgment) and scores assigned to overall safety judgment (Table 1A) was 0.77 (p-value<0.001). Multiple regression model formalized by the following,

(2)
View the MathML source
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.

Table 1.

Scores assigned to answering items for overall safety judgment (A) and individual safety judgment on risk factor j (B)

Question:
A. From the viewpoint of overall safety judgment, I think…
B. From the viewpoint of risk factor j, I think…
(j=PSA, ACCIDENT, FUTURE, UNCERTAINTY, and ABUSE)
Score
Answering item
1previous termNuclearnext term power is much safer than coal fired.
2previous termNuclearnext term power is safer than coal fired.
3previous termNuclearnext term power is a little safer than coal fired.
4Neutral
5Coal fired power is a little safer than previous termnuclear.next term
6Coal fired power is safer than previous termnuclear.next term
7Coal fired power is much safer than previous termnuclear.next term

Table 2.

Parameter estimates and standard errors of the multiple regression model

Estimates
Standard error
p-value
Intercept−0.720.540.19
PSA0.350.100.00
ACCIDENT0.010.080.91
FUTURE0.260.120.03
UNCERTAINTY0.300.110.01
ABUSE0.170.080.03

Table 3.

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)i0.77
Multiple regression
β0+∑j=risk factorsβj×(Score on j)i0.79
Simple additive
j=risk factors(Score on j)i0.75
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 previous termnuclearnext term 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 previous termnuclearnext term power plant, Ulchin 3 unit, in Korea.



Full-size image (5K) - Opens new windowFull-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 previous termnuclearnext term expert was not defined rigorously in this study. If the respondent came from a previous termnuclearnext term-related organization, he was considered as a previous termnuclearnext term 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 previous termnuclear energy.next term Almost all respondents consider previous termnuclearnext term power as more beneficial than coal-fired power. And most think previous termnuclearnext term 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 previous termperceptionnext term by experts on the risk and benefit of previous termnuclear energy.next term While the public considers previous termnuclear energynext term as risk- and economy-oriented previous termenergy,next term experts consider previous termnuclear energynext term 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 previous termnuclearnext term power is highly estimated as a non-fossil previous termenergynext term source. However, a recent national survey revealed that 37.5% of the public think gas previous termenergynext term to be effective in reducing global warming gas, 16.5% coal, and 8.1% oil, while 31.4% think previous termnuclear energynext term to be effective (no response 6.5%) (OKAEA, 1998). In other words, about 70% of Korean publics do not recognize this advantage of previous termnuclear energy.next term

Table 4.

Comparisons of the public and experts

The public
Experts (in this study)
previous termPerceptionnext term on benefit
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)
previous termPerceptionnext term on safety (risk)
NPP is not safe 45.4%bNPP is risky compared with other industrial facilities 54.3aNPP is as safe as or safer than coal-fired: 85.0%
a KINS (1995), Sample size=1500, survey date=August 1995.
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 previous termEnergynext term Awareness), responsible for public information, has focused TV advertisements of previous termnuclear energynext term on economic resource until recently. The misunderstanding can be reduced by providing specific information like that only previous termnuclear energynext term 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 previous termperceptionnext term 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 previous termperceptionsnext term 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 previous termnuclear energy.next term

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 previous termenergynext term systems and to make a contribution to the wider public debate.

6. Conclusions

The first priority for promoting the previous termnuclearnext term 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, previous termnuclear energynext term will be more favorable. According to this fact, previous termnuclearnext term experts in Korea think that previous termnuclear energynext term 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 previous termnuclear energy.next term In addition, while most previous termnuclearnext term experts consider previous termnuclear energynext term as safer than coal-fired one, about half of the public thinks that previous termnuclear energynext term is not safe. Public acceptance and cooperation are prerequisites for future development and utilization of previous termnuclear energy.next term For previous termnuclear energynext term to be an advanced and innovative environmentally sound technology in the 21st century, the public mis-previous termperceptionsnext term should be corrected through proper education and public information.

References

Choi, 1999 Choi, Y.S., 1999. A Study on the Social Risk-Judgment for previous termNuclear Energy.next term Ph.D dissertation, Korea Advanced Institute of Science and Technology.

Choi, Lee, Cho and Lee, 1998 Choi, Y.S., Lee, S.H., Cho, N.Z., Lee, B.W., 1998. Development of the public attitude model toward previous termnuclearnext term power in Korea. Annals of previous termNuclear Energy,next term 25(12).

Gallup Korea, 1997 Gallup Korea, 1997. National Survey of Public's Attitude toward previous termNuclear Energy,next term Unpublished Gallup Report, (in Korean).

Kehoe and Pitkow, 1996 Kehoe, C.M., Pitkow, P., 1996. Surveying the territory: GVU's five WWW user surveys. The World Wide Web Journal, 1(3).

Kim and Hong, 1992 Kim, K.D., Hong, D.S., 1992. previous termNuclear Energynext term and Local Acceptance: Sociological Approach, Seoul National University Press, (in Korean).

KINS (Korea Institute of Nuclear Safety), 1995 KINS (Korea Institute of previous termNuclearnext term Safety), 1995. Survey Report on the People's previous termPerception of Nuclearnext term Safety and Regulation (KINS Report) (in Korean).

OKAEA (Organisation for Korea Atomic Energy Awareness), 1993 OKAEA (Organization for Korea Atomic previous termEnergynext term Awareness), 1993. National Survey Report on Public's Attitude toward previous termNuclear Energynext term (in Korean).

OKAEA (Organisation for Korea Atomic Energy Awareness), 1998 OKAEA (Organization for Korea Atomic previous termEnergynext term Awareness), 1998. National Survey Report on Climate Changes, (in Korean).

Slovic, 1987 Slovic, P., 1987. previous termPerceptionnext term of risk. Science, 236(17).

Spangler, 1985 Spangler, M.B., 1985. Heuristic opinion and preference evaluaion research for assessing technological options — a user's view. In Covello, V.T. et al. (Eds.), Environmental Impact Assessment, Technology Assessment, and Risk Analysis. NATO ASI Series, Vol. G4. Springer–Verlag.


Corresponding Author Contact InformationCorresponding author. Tel.: +82-42-869-3814; fax: +82-42-869-3810

Annals of Nuclear Energy
Volume 27, Issue 7, May 2000, Pages 575-588
Result list | previous < 8 of 10,687 > next 
 
Home
Browse
Search
- selected
My Settings
Alerts
Help
Elsevier.com (Opens new window)
About ScienceDirect  |  Contact Us  |  Information for Advertisers  |  Terms & Conditions  |  Privacy Policy
Copyright © 2009 Elsevier B.V. All rights reserved. ScienceDirect® is a registered trademark of Elsevier B.V.