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DOI | 10.1016/j.ecolecon.2017.03.038 |
Can Personality Traits Explain Where and With Whom You Recreate? A Latent-Class Site-Choice Model Informed by Estimates From Mixed-Mode LC Cluster Models With Latent -Personality Traits | |
Morey, Edward R.1; Thiene, Mara2 | |
2017-08-01 | |
发表期刊 | ECOLOGICAL ECONOMICS |
ISSN | 0921-8009 |
EISSN | 1873-6106 |
出版年 | 2017 |
卷号 | 138 |
文章类型 | Article |
语种 | 英语 |
国家 | USA; Italy |
英文摘要 | We test and find that personality traits interact with site characteristics and the ability of a potential companion to determine where, and with whom you recreate. 4605 mountain bikers chose between multiple pairs of hypothetical mountain-bike rides, and, in addition, answered Likert-scale questions on sensation seeking, competitiveness and extroversion. For each personality trait, a mixed-mode latent-class cluster model was estimated, accounting for that fact that the indicators can have ordinal, cardinal or nominal meaning. Most LC models ignore these distinctions. Our model also allows the scores on questions to be correlated, even after conditioning on class (typically assumed away). Then, a latent-class choice model of trail attributes and companion's ability was estimated using the choice-pair data, with the estimated latent personality-traits as covariates. Three choice classes are identified and the odds of being in each varies by personality: estimated choice probabilities and WTP estimates vary significantly and substantially by class and personality type. (C) 2017 Elsevier B.V. All rights reserved. |
英文关键词 | Latent traits Personality Sensation seeking Extroversion Competitiveness Mixed-mode latent-class cluster model Ordinal Nominal, and cardinal indicators Latent-class choice model |
领域 | 资源环境 |
收录类别 | SCI-E ; SSCI |
WOS记录号 | WOS:000402215800022 |
WOS关键词 | SENSATION SEEKING ; SPORTS ; ATTRACTIVENESS ; EXTROVERSION ; PSYCHOTICISM ; ASSOCIATIONS ; NEUROTICISM ; PREDICTORS ; PSYCHOLOGY ; LEVEL |
WOS类目 | Ecology ; Economics ; Environmental Sciences ; Environmental Studies |
WOS研究方向 | Environmental Sciences & Ecology ; Business & Economics |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.173/C666/handle/2XK7JSWQ/15381 |
专题 | 资源环境科学 |
作者单位 | 1.Univ Colorado, Dept Econ, Boulder, CO 80309 USA; 2.Univ Padua, Dept Land Environm Agr & Forestry, Viale Univ 16, I-35020 Padua, Italy |
推荐引用方式 GB/T 7714 | Morey, Edward R.,Thiene, Mara. Can Personality Traits Explain Where and With Whom You Recreate? A Latent-Class Site-Choice Model Informed by Estimates From Mixed-Mode LC Cluster Models With Latent -Personality Traits[J]. ECOLOGICAL ECONOMICS,2017,138. |
APA | Morey, Edward R.,&Thiene, Mara.(2017).Can Personality Traits Explain Where and With Whom You Recreate? A Latent-Class Site-Choice Model Informed by Estimates From Mixed-Mode LC Cluster Models With Latent -Personality Traits.ECOLOGICAL ECONOMICS,138. |
MLA | Morey, Edward R.,et al."Can Personality Traits Explain Where and With Whom You Recreate? A Latent-Class Site-Choice Model Informed by Estimates From Mixed-Mode LC Cluster Models With Latent -Personality Traits".ECOLOGICAL ECONOMICS 138(2017). |
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