{"title":"超越年龄和专业知识:情绪智力和心率变异性预测山区向导人群在风险下的决策","authors":"Guillaume Pellet-Bourgeois , Pierrick Laulan , Layan Fessler , Florent Lebon","doi":"10.1016/j.psychsport.2025.102974","DOIUrl":null,"url":null,"abstract":"<div><div>In high mountain environments, mountaineers regularly face decisions that put the physical integrity of all group members at risk, particularly in avalanche-prone terrain. These decisions, where consequences and probabilities are known, is called decision-making under risk. While knowledge and skills form the foundation of avalanche safety training, age and expertise may not be the only predictive factors. This study explored the influence of emotional intelligence (EI), vagally mediated heart rate variability (vmHRV) and inhibitory control on decision-making, in addition to age and expertise. Seventy male mountaineers (15–60 years) completed i) the Cambridge Gambling Task, a decision-making task that measured risk adjustment (RA) and risk management (RM), ii) an expertise questionnaire combining certification level and perceived expertise, iii) the Profile of Emotional Competence questionnaire, and iv) the Stop-Signal task assessing inhibitory control. We measured vmHRV at rest during 5 min. Hierarchical multiple regression analyses first tested Age and Expertise as baseline predictors, then evaluated the added predictive value of EI, vmHRV, and Inhibitory Control through model comparisons and effect size assessments. While no effects were found on RA, RM analysis revealed that EI and vmHRV improved prediction by 11.8 % compared to age and expertise alone. Global emotional competencies and heart-brain vagal interactions proved crucial in mountaineers' decision-making under risk, unlike inhibitory control. These findings suggest that emotional competencies play a role in risk management decisions in controlled settings, which may have implications for mountaineers' training programs, and highlight the potential of physiological markers as additional indicators of decision-making tendencies under risk.</div></div>","PeriodicalId":54536,"journal":{"name":"Psychology of Sport and Exercise","volume":"82 ","pages":"Article 102974"},"PeriodicalIF":3.3000,"publicationDate":"2025-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Beyond age and expertise: Emotional intelligence and heart rate variability predict decision-making under risk in mountain-guide population\",\"authors\":\"Guillaume Pellet-Bourgeois , Pierrick Laulan , Layan Fessler , Florent Lebon\",\"doi\":\"10.1016/j.psychsport.2025.102974\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>In high mountain environments, mountaineers regularly face decisions that put the physical integrity of all group members at risk, particularly in avalanche-prone terrain. These decisions, where consequences and probabilities are known, is called decision-making under risk. While knowledge and skills form the foundation of avalanche safety training, age and expertise may not be the only predictive factors. This study explored the influence of emotional intelligence (EI), vagally mediated heart rate variability (vmHRV) and inhibitory control on decision-making, in addition to age and expertise. Seventy male mountaineers (15–60 years) completed i) the Cambridge Gambling Task, a decision-making task that measured risk adjustment (RA) and risk management (RM), ii) an expertise questionnaire combining certification level and perceived expertise, iii) the Profile of Emotional Competence questionnaire, and iv) the Stop-Signal task assessing inhibitory control. We measured vmHRV at rest during 5 min. Hierarchical multiple regression analyses first tested Age and Expertise as baseline predictors, then evaluated the added predictive value of EI, vmHRV, and Inhibitory Control through model comparisons and effect size assessments. While no effects were found on RA, RM analysis revealed that EI and vmHRV improved prediction by 11.8 % compared to age and expertise alone. Global emotional competencies and heart-brain vagal interactions proved crucial in mountaineers' decision-making under risk, unlike inhibitory control. These findings suggest that emotional competencies play a role in risk management decisions in controlled settings, which may have implications for mountaineers' training programs, and highlight the potential of physiological markers as additional indicators of decision-making tendencies under risk.</div></div>\",\"PeriodicalId\":54536,\"journal\":{\"name\":\"Psychology of Sport and Exercise\",\"volume\":\"82 \",\"pages\":\"Article 102974\"},\"PeriodicalIF\":3.3000,\"publicationDate\":\"2025-08-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Psychology of Sport and Exercise\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1469029225001736\",\"RegionNum\":2,\"RegionCategory\":\"心理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"HOSPITALITY, LEISURE, SPORT & TOURISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Psychology of Sport and Exercise","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1469029225001736","RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"HOSPITALITY, LEISURE, SPORT & TOURISM","Score":null,"Total":0}
Beyond age and expertise: Emotional intelligence and heart rate variability predict decision-making under risk in mountain-guide population
In high mountain environments, mountaineers regularly face decisions that put the physical integrity of all group members at risk, particularly in avalanche-prone terrain. These decisions, where consequences and probabilities are known, is called decision-making under risk. While knowledge and skills form the foundation of avalanche safety training, age and expertise may not be the only predictive factors. This study explored the influence of emotional intelligence (EI), vagally mediated heart rate variability (vmHRV) and inhibitory control on decision-making, in addition to age and expertise. Seventy male mountaineers (15–60 years) completed i) the Cambridge Gambling Task, a decision-making task that measured risk adjustment (RA) and risk management (RM), ii) an expertise questionnaire combining certification level and perceived expertise, iii) the Profile of Emotional Competence questionnaire, and iv) the Stop-Signal task assessing inhibitory control. We measured vmHRV at rest during 5 min. Hierarchical multiple regression analyses first tested Age and Expertise as baseline predictors, then evaluated the added predictive value of EI, vmHRV, and Inhibitory Control through model comparisons and effect size assessments. While no effects were found on RA, RM analysis revealed that EI and vmHRV improved prediction by 11.8 % compared to age and expertise alone. Global emotional competencies and heart-brain vagal interactions proved crucial in mountaineers' decision-making under risk, unlike inhibitory control. These findings suggest that emotional competencies play a role in risk management decisions in controlled settings, which may have implications for mountaineers' training programs, and highlight the potential of physiological markers as additional indicators of decision-making tendencies under risk.
期刊介绍:
Psychology of Sport and Exercise is an international forum for scholarly reports in the psychology of sport and exercise, broadly defined. The journal is open to the use of diverse methodological approaches. Manuscripts that will be considered for publication will present results from high quality empirical research, systematic reviews, meta-analyses, commentaries concerning already published PSE papers or topics of general interest for PSE readers, protocol papers for trials, and reports of professional practice (which will need to demonstrate academic rigour and go beyond mere description). The CONSORT guidelines consort-statement need to be followed for protocol papers for trials; authors should present a flow diagramme and attach with their cover letter the CONSORT checklist. For meta-analysis, the PRISMA prisma-statement guidelines should be followed; authors should present a flow diagramme and attach with their cover letter the PRISMA checklist. For systematic reviews it is recommended that the PRISMA guidelines are followed, although it is not compulsory. Authors interested in submitting replications of published studies need to contact the Editors-in-Chief before they start their replication. We are not interested in manuscripts that aim to test the psychometric properties of an existing scale from English to another language, unless new validation methods are used which address previously unanswered research questions.