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Research output: Contribution to Journal/Magazine › Journal article › peer-review
Research output: Contribution to Journal/Magazine › Journal article › peer-review
}
TY - JOUR
T1 - Correcting for endogeneity in hospitality and tourism research
AU - Assaf, A.G.
AU - Tsionas, M.
N1 - This article is (c) Emerald Group Publishing and permission has been granted for this version to appear here. Emerald does not grant permission for this article to be further copied/distributed or hosted elsewhere without the express permission from Emerald Group Publishing Limited.
PY - 2020/7/15
Y1 - 2020/7/15
N2 - 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.
AB - 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.
KW - Endogeneity
KW - Instrument-free methods
KW - Instrumental variables
KW - Regression models
KW - Tourism and hospitality research
U2 - 10.1108/IJCHM-02-2020-0153
DO - 10.1108/IJCHM-02-2020-0153
M3 - Journal article
VL - 32
SP - 2657
EP - 2675
JO - International Journal of Contemporary Hospitality Management
JF - International Journal of Contemporary Hospitality Management
SN - 0959-6119
IS - 8
ER -