Effects of improved information on the components of skill in weather forecasting
Organizational Behavior and Human Decision ProcessesPublished 1 November 1992
Thomas R. Stewart, Kenneth Heideman, W. R. Moninger, Patricia Reagan‐Cirincione
Citations75
SJR quartileQ1
SJR score2.38
SNIP1.57
Generate an AI Snapshot to get a quick, structured summary of this paper.
Study Snapshot
ObjectiveStudy objective
MethodsResearch methodology
PopulationPopulation studied
Sample sizeSample sizes
OutcomesStudy outcomes here
ResultsStudy results comes here
LimitationsResearch study limitations comes here
A concise AI-generated summary of the paper will appear here once you click Generate AI Snapshot.
Abstract
The relation between the amount and quality of information available to meteorologists and the accuracy of their forecasts of a highly uncertain event (severe weather) was investigated. In three studies, meteorologists made forecasts under a total of four different information conditions. Forecast accuracy was low, and as the amount and quality of the information increased substantially, there was a modest increase in the accuracy of forecasts. The results suggest that subjective factors, particularly the reliability of forecasts, deteriorated with additional information.
Keywords
Decision SciencesEarth and Planetary Sciences
Revue économiqueNonparametric Statistics for the Behavioral Sciences
35,492 Citations1958Henri Guitton, Sidney Siegel
ScienceMeasuring the Accuracy of Diagnostic Systems
10,020 Citations1988John A. Swets
For diagnostic systems used to distinguish between two classes of events, analysis in terms of the "relative operating characteristic" of signal detection theory provides a precise and valid measure of diagnostic accuracy.
Cambridge University Press eBooksJudgment under uncertainty: Heuristics and biases
3,658 Citations1982Amos Tversky, Daniel Kahneman
Cambridge University Press eBooksCalibration of probabilities: The state of the art to 1980
1,804 Citations1982Sarah Lichtenstein, Baruch Fischhoff +1 more
Psychological ReviewDecision processes in perception.
1,299 Citations1961John A. Swets, Wilson P. Tanner +1 more
A brief review of the theory of statistical decision is reviewed and a description of the elements of the theories appropriate to human observers is presented, including a quantitative measure of the criterion.
Journal of Consulting PsychologyOverconfidence in case-study judgments.
1,038 Citations1965Stuart Oskamp
This study investigated whether that increase in confidence in the psychologist's conclusions is justified by a corresponding increase in accuracy of conclusions, and found that the diagnostic confidence of experienced psychologists is less than that of less experienced persons.
Monthly Weather ReviewSkill Scores Based on the Mean Square Error and Their Relationships to the Correlation Coefficient
899 Citations1988Allan H. Murphy
Monthly Weather ReviewA General Framework for Forecast Verification
687 Citations1987Allan H. Murphy, Robert L. Winkler
New England Journal of MedicineThe Reliability of Clinical Methods, Data and Judgments
652 Citations1975Martín Keller
Journal of the American Statistical AssociationOn Simpson's Paradox and the Sure-Thing Principle
566 Citations1972Colin R. Blyth
Organizational Behavior and Human PerformanceExternal correspondence: Decompositions of the mean probability score
438 Citations1982J. Frank Yates
New England Journal of MedicineThe Reliability of Clinical Methods, Data and Judgments
404 Citations1975Martín Keller
Organizational Behavior and Human PerformanceUse of nonlinear, noncompensatory models as a function of task and amount of information
396 Citations1971Hillel J. Einhorn
The results for amount of information suggest that subjects use complex combinations of models (or compound models) in order to simplify the situation cognitively and that decision makers do not use additive models in their strategies.
Organizational Behavior and Human Decision ProcessesFactors influencing the use of a decision rule in a probabilistic task
333 Citations1986Hal R. Arkes, Robyn M. Dawes +1 more
Organizational Behavior and Human PerformanceLivestock judges: How much information can an expert use?
247 Citations1978Ruth H. Phelps, James Shanteau
Accounting Organizations and SocietyHuman information processing research in accounting: The state of the art
223 Citations1977Robert Libby, Barry L. Lewis
New England Journal of MedicineWhat Do We Gain from the Sixth Stool Guaiac?
192 Citations1975Duncan Neuhauser, Ann M. Lewicki
Analysis of the expenditures involved in a six sequential stool guaiac protocol for screening of colonic cancer shows that the cost of detecting cancer rises exponentially so that the marginal cost of the sixth test may be 20,000 times the average cost.
Journal of Personality and Social PsychologyDecision making and information integration in the courts: The setting of bail.
177 Citations1975Ebbe Β. Ebbesen, Vladimir J. Konečni
American Meteorological Society eBooksVerification of Weather Forecasts
175 Citations1951Glenn W. Brier, Roger A. Allen
This paper will discuss some of the important reasons for this controversy and attempt to show that much of the existing confusion disappears when a careful analysis is made of the objectives of forecasting and verification.
Journal of MarketingThe Information Overload Controversy: An Alternative Viewpoint
149 Citations1982Naresh K. Malhotra, Arun K. Jain +1 more
This paper reviews the information overload controversy and presents a methodology for investigating the effects of information load on consumer decision making performance and proposes a framework for doing so.
Journal of ForecastingA comparative evaluation of objective and subjective weather forecasts in the united states
135 Citations1984Allan H. Murphy, Barbara G. Brown
The official forecasts issued to the general public and specific users by the National Weather Service in the United States usually are considered to be subjective forecasts.
Annals of the Rheumatic DiseasesClinical judgment in rheumatoid arthritis. I. Rheumatologists' opinions and the development of ‘paper patients’.
124 Citations1983John Kirwan, D M Chaput de Saintonge +2 more
Opinions about the importance of various measures of disease activity in rheumatoid arthritis gathered from a survey of 20% of British r heumatologists showed a wide diversity for all clinical variables.
Journal of applied meteorologyScalar and Vector Partitions of the Probability Score: Part I. Two-State Situation
120 Citations1972Allan H. Murphy
Accounting Organizations and SocietyHuman information processing research in accounting: The state of the art in 1982
114 Citations1982Robert Libby, Barry L. Lewis
Journal of the American Statistical AssociationOn Simpson's Paradox and the Sure-Thing Principle
114 Citations1972Colin R. Blyth
Monthly Weather ReviewImpacts of Feedback and Experience on the Quality of Subjective Probability Forecasts. Comparison of Results from the First and Second Years of the Zierikzee Experiment
105 Citations1984Allan H. Murphy, Harald Daan
Weather and ForecastingThe National Hurricane Center—Past, Present, and Future
87 Citations1990Robert C. Sheets
Organizational Behavior and Human Decision ProcessesA note on the assessment of self-insight in judgment research
71 Citations1989Barbara Reilly, Michael E. Doherty
Monthly Weather ReviewCredible Interval Temperature Forecasting: Some Experimental Results
54 Citations1974Allan H. Murphy, Robert L. Winkler
Bulletin of the American Meteorological SocietySkill in Precipitation Forecasting in the National Weather Service
40 Citations1980Jerome P. Charba, William H. Klein
Organizational Behavior and Human PerformanceJudgment theory applied to the selection of life insurance salesmen
37 Citations1976Jack E. Roose, Michael E. Doherty
Weather and ForecastingAnalysis of Expert Judgment in a Hail Forecasting Experiment
35 Citations1989Thomas R. Stewart, W. R. Moninger +4 more
It was found that forecasts made by meteorologists were closely approximated by an additive model, and that the model captured most of their forecasting skill.
IEEE Transactions on Systems Man and CyberneticsExpert systems should be more accurate than human experts: evaluation procedures from human judgement and decision making
34 Citations1989K.R. Levi
It is suggested that simple statistical models typically perform better than human experts for the task of combining evidence from a given set of information sources and that one should both require and expect systems to be more accurate than humans.
Weather and ForecastingJudgment and Decision Making in Dynamic Tasks: The Case of Forecasting the Microburst
26 Citations1990Cynthia M. Lusk, Thomas R. Stewart +2 more
Perceptual and Motor SkillsThe Lens Model: Computational Procedures and Applications
17 Citations1978Don Beal, John S. Gillis +1 more
Behaviour and Information TechnologyConfidence and accuracy in judgements using computer displayed information
13 Citations1991Tarun K. Sen, Warren J. Boe
It was observed that subjects who had higher numerical skills than spatial skills expressed significantly more confidence in their decisions in a problem solving task; however, decision accuracy scores were not signifi...
Monthly Weather ReviewCoefficients for Debiasing Forecasts
13 Citations1991Thomas R. Stewart, Patricia Reagan‐Cirincione
Bulletin of the American Meteorological SocietyHave Precipitation Forecasts Improved?
7 Citations1982C. S. Ramage
