{"title":"旅游抽样:停留时间偏差","authors":"Jaume Rosselló-Nadal , Andreu Sansó-Rosselló","doi":"10.1016/j.annals.2025.104038","DOIUrl":null,"url":null,"abstract":"<div><div>Tourist research heavily relies on quantitative approaches, particularly on-site surveys, to gather data on behaviour, preferences, motivations, and satisfaction. While on-site surveys offer immediate and context-specific responses, their location significantly impacts data accuracy. This study highlights the bias introduced when surveys are conducted at tourist attractions rather than border points, as selection probabilities vary based on tourists' lengths of stay. The research demonstrates how this bias distorts estimations of tourist behaviour. The findings challenge the validity of past studies using non-border surveys and propose correction methods. Ultimately, the study calls for a reconsideration of empirical tourism research methodologies to ensure unbiased and reliable data collection or to weigh properly the data when the sample is biased.</div></div>","PeriodicalId":48452,"journal":{"name":"Annals of Tourism Research","volume":"115 ","pages":"Article 104038"},"PeriodicalIF":7.8000,"publicationDate":"2025-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Sampling in tourism: The length of stay bias\",\"authors\":\"Jaume Rosselló-Nadal , Andreu Sansó-Rosselló\",\"doi\":\"10.1016/j.annals.2025.104038\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Tourist research heavily relies on quantitative approaches, particularly on-site surveys, to gather data on behaviour, preferences, motivations, and satisfaction. While on-site surveys offer immediate and context-specific responses, their location significantly impacts data accuracy. This study highlights the bias introduced when surveys are conducted at tourist attractions rather than border points, as selection probabilities vary based on tourists' lengths of stay. The research demonstrates how this bias distorts estimations of tourist behaviour. The findings challenge the validity of past studies using non-border surveys and propose correction methods. Ultimately, the study calls for a reconsideration of empirical tourism research methodologies to ensure unbiased and reliable data collection or to weigh properly the data when the sample is biased.</div></div>\",\"PeriodicalId\":48452,\"journal\":{\"name\":\"Annals of Tourism Research\",\"volume\":\"115 \",\"pages\":\"Article 104038\"},\"PeriodicalIF\":7.8000,\"publicationDate\":\"2025-09-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Annals of Tourism Research\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0160738325001446\",\"RegionNum\":1,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"HOSPITALITY, LEISURE, SPORT & TOURISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of Tourism Research","FirstCategoryId":"91","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0160738325001446","RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HOSPITALITY, LEISURE, SPORT & TOURISM","Score":null,"Total":0}
Tourist research heavily relies on quantitative approaches, particularly on-site surveys, to gather data on behaviour, preferences, motivations, and satisfaction. While on-site surveys offer immediate and context-specific responses, their location significantly impacts data accuracy. This study highlights the bias introduced when surveys are conducted at tourist attractions rather than border points, as selection probabilities vary based on tourists' lengths of stay. The research demonstrates how this bias distorts estimations of tourist behaviour. The findings challenge the validity of past studies using non-border surveys and propose correction methods. Ultimately, the study calls for a reconsideration of empirical tourism research methodologies to ensure unbiased and reliable data collection or to weigh properly the data when the sample is biased.
期刊介绍:
The Annals of Tourism Research is a scholarly journal that focuses on academic perspectives related to tourism. The journal defines tourism as a global economic activity that involves travel behavior, management and marketing activities of service industries catering to consumer demand, the effects of tourism on communities, and policy and governance at local, national, and international levels. While the journal aims to strike a balance between theory and application, its primary focus is on developing theoretical constructs that bridge the gap between business and the social and behavioral sciences. The disciplinary areas covered in the journal include, but are not limited to, service industries management, marketing science, consumer marketing, decision-making and behavior, business ethics, economics and forecasting, environment, geography and development, education and knowledge development, political science and administration, consumer-focused psychology, and anthropology and sociology.