{"title":"渔业风险感知与非贝叶斯学习过程","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":"{\"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}","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}
Risk Perceptions in Fisheries and Non-Bayesian Learning Process
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.