{"title":"Risk Perceptions in Fisheries and Non-Bayesian Learning Process","authors":"A. Marvasti","doi":"10.2139/ssrn.3854528","DOIUrl":null,"url":null,"abstract":"This study examines the rationality of safety beliefs and the correlation between risk perception and actual level of job-related physical risk using data from the Maine’s American lobster fishery. To avoid measurement errors, I applied the instrumental variables to estimate risk perception and the compensation for the captain. Using educational achievement as a proxy for cognitive ability, I find no evidence supporting a correlation between risk perception and cognitive ability. While captains incorporate information on actual commercial fishing accidents to form their probabilistic judgments, I find evidence that learning process is non-linear in lobster fishery and does not follow an expected Bayesian linear framework. Also, the results suggest that the adjustment process slows down as the new information arrives. I could not confirm that fishermen use normalization strategy to minimize risk perception as a psychological method of coping with the threat.","PeriodicalId":403142,"journal":{"name":"ERN: Other Econometrics: Applied Econometric Modeling in Agriculture","volume":"39 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ERN: Other Econometrics: Applied Econometric Modeling in Agriculture","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3854528","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This study examines the rationality of safety beliefs and the correlation between risk perception and actual level of job-related physical risk using data from the Maine’s American lobster fishery. To avoid measurement errors, I applied the instrumental variables to estimate risk perception and the compensation for the captain. Using educational achievement as a proxy for cognitive ability, I find no evidence supporting a correlation between risk perception and cognitive ability. While captains incorporate information on actual commercial fishing accidents to form their probabilistic judgments, I find evidence that learning process is non-linear in lobster fishery and does not follow an expected Bayesian linear framework. Also, the results suggest that the adjustment process slows down as the new information arrives. I could not confirm that fishermen use normalization strategy to minimize risk perception as a psychological method of coping with the threat.