Default and Inference Options: Use in Recurrent and Ordinary Risk Decisions

نویسنده

  • James D. Wilson
چکیده

How "default options" should be used in health risk assessment divides the risk analysis profession. Some argue that these should be "hard": set by policy, generally biased to be "health protective" and requiring a substantial body of evidence to replace by decision-specific alternatives. Others argue that they should be science-based, identified by consensus of the professional community, replaced by whatever decision-specific information may be available to the analyst. This paper shows that both positions have validity, and that both are incomplete. Each kind of construct has a useful role to play, but in different kinds of decisions. Because the two are different, we suggest giving them different names, "default option" being assigned to the policy-based construct, "inference option" (NRC, 1983) assigned to science-based assumptions, etc. We develop a theory that explains why these two different kinds of construct exist, and comment on some of the implications. "Inference options" constitute an integral part of human health risk assessment, providing practitioners with consensus theories, models, or parameters that can be used to bridge knowledge gaps in specific analyses. Because human health risk assessment is both considered "scientific" and employs scientific reasoning, inference options must be treated as priors in an empirical-Bayesian inference process. Decisionor case-specific information modifies each prior according to the reliability of this information, with conflicts resolved by a scientific, weight-of-evidence process. Inference options are science-based "best estimates" and evolve through consensus within the professional community. "Default options" constitute policy-derived components of particular kinds of decisions, serving as instructions to analysts. Such use is appropriate when many very similar, nontrivial decisions are to be made by a particular agency. In these decisions, which we suggest calling "recurrent," valuejudgments are prescribed in advance, usually by legislation; generally only two decision options exist and the decisions usually turn on judgments made by experts. Authority to make these decisions is often delegated (sometimes tacitly) to permanent staff members who have the requisite expertise. Policy-based default options exist in part because delegation of decision authority carries risks for organizations; those to whom it is delegated may unwittingly make decisions differently from senior officials, and may thus in some way harm the organization. Thus, delegation of authority is always conditioned by various forms of controls, including limits on the authority. We postulate that defaults serve as one means to control delegation risk. (They also simplify decision-making and make it more consistent.) These default options need to be tailored to the policy ends served, which generally means that some or all will be biased. They must be "hard," with "departure from" them requiring a high standard of evidence and also assurance that choosing an alternative will still satisfy the policy ends of the decision process in which these are a part. Default options need to be developed in the same way as any other policy-implementation practices, including deliberations that engage those who will be affected by the decisions. Such deliberations do not always take place.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Dependence of Default Probability and Recovery Rate in Structural Credit Risk Models: Empirical Evidence from Greece

The main idea of this paper is to study the dependence between the probability of default and the recovery rate on credit portfolio and to seek empirically this relationship. We examine the dependence between PD and RR by theoretical approach. For the empirically methodology, we use the bootstrapped quantile regression and the simultaneous quantile regression. These methods allow to determinate...

متن کامل

Finding Default Barrier and Optimal Cutoff Rate in KMV Structural Model based on the best Ranking of Companies

According to the adverse consequences that are brought by financial distress for companies, economy and financial –monetary institutions, the use of methods that can predict the occurrence of financial failure and prevent the loss of wealth is of great importance. The major models of credit risk assessment are based on retrospective information and using the methods which use the updated market...

متن کامل

1 Default and 1 / N Heuristics in Annuity Choice

Choices of retirement income stream products pose the usual challenges associated with credence goods. Moreover, high perceived (and actual) risk, irreversibility of most purchases, high expenditure, little opportunity for social learning and distant consequences make these choices even more intimidating to consumers. Nevertheless, governments worldwide have started to shift more responsibility...

متن کامل

Analysis of Dependency Structure of Default Processes Based on Bayesian Copula

One of the main problems in credit risk management is the correlated default. In large portfolios, computing the default dependencies among issuers is an essential part in quantifying the portfolio's credit. The most important problems related to credit risk management are understanding the complex dependence structure of the associated variables and lacking the data. This paper aims at introdu...

متن کامل

Investigating the missing data effect on credit scoring rule based models: The case of an Iranian bank

Credit risk management is a process in which banks estimate probability of default (PD) for each loan applicant. Data sets of previous loan applicants are built by gathering their data, and these internal data sets are usually completed using external credit bureau’s data and finally used for estimating PD in banks. There is also a continuous interest for bank to use rule based classifiers to b...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 1998