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Correcting for endogeneity in hospitality and tourism research
International Journal of Contemporary Hospitality Management ( IF 9.1 ) Pub Date : 2020-07-15 , DOI: 10.1108/ijchm-02-2020-0153
A. George Assaf , Mike Tsionas

Purpose: This paper aims to foster a new discussion on endogeneity in hospitality and tourism research. Design/methodology/approach: This paper elaborates on some of the common sources of endogeneity and the methods available to address them. Findings: The authors present a variety of methods that can be used to mitigate the endogeneity problem. The authors provide simulation evidence regarding the risk of incorrectly selecting instrumental variables. The authors also provide several important practical recommendations for future research. Research limitations/implications: There are other issues and methods of correcting for endogeneity, that is not covered in this paper. However, the paper focuses on issues and methods that can be generalized to most contexts. Originality/value: The paper provides practical recommendations for more rigorous regression estimation.

中文翻译:

纠正酒店和旅游业研究中的内生性

目的:本文旨在促进对酒店和旅游业研究中的内生性的新讨论。设计/方法/方法:本文详细阐述了内生性的一些常见来源以及解决这些问题的可用方法。研究结果:作者提出了多种可用于缓解内生性问题的方法。作者提供了有关错误选择工具变量的风险的模拟证据。作者还为将来的研究提供了一些重要的实用建议。研究局限性/含义:还有其他问题和内生性校正方法,本文未涉及。但是,本文重点讨论可以推广到大多数情况的问题和方法。创意/价值:
更新日期:2020-07-15
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