Title : ( Difference-in-differences Design and Propensity Score Matching in Top Accounting Research: A Short Guide for Ph.D. Students in Iran )
Authors: Reza Hesarzadeh ,Access to full-text not allowed by authors
Abstract
In recent years, to increase the robustness of methodology sections of accounting research, applying quasi-experimental methods has become a popular approach in archival-empirical research of top-tier accounting journals. The purpose of this study is to discuss the usefulness of the two most robust methods, including difference-in-differences (DD) and propensity score matching (PSM). This paper discusses DD and PSM design and reviews DD and PSM\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\'s use in articles of American Accounting Associations’ journals in recent years. In addition to a simple explanation of DD and PSM, this research provides a list of credible empirical accounting studies that have used these two methods. The research also explores the reasons for using the two methods in the empirical-archival studies of accounting and shows that in addition to extracting a causal relationship, the most important reason for using the two methods is to reduce the potential concerns surrounding the \\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\"omitted variables\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\" \\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\"and \\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\"heterogeneity of treatment and control groups\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\". Overall, by highlighting the importance and application of the DD and the PSM, this research can help the methodology sections\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\' robustness in the empirical-archive accounting research that focuses on causal relationships and provide a simple and practical guide, especially for Ph.D. students in accounting.
Keywords
, Quasi, experimental methods Causal relationships Difference, in, differences Propensity score matching Archival, empirical accounting research@article{paperid:1092845,
author = {Hesarzadeh, Reza},
title = {Difference-in-differences Design and Propensity Score Matching in Top Accounting Research: A Short Guide for Ph.D. Students in Iran},
journal = {Iranian Journal of Accounting, Auditing and Finance},
year = {2022},
volume = {4},
number = {3},
month = {February},
issn = {2588-6142},
pages = {35--47},
numpages = {12},
keywords = {Quasi-experimental methods Causal relationships Difference-in-differences Propensity score matching Archival-empirical accounting research},
}
%0 Journal Article
%T Difference-in-differences Design and Propensity Score Matching in Top Accounting Research: A Short Guide for Ph.D. Students in Iran
%A Hesarzadeh, Reza
%J Iranian Journal of Accounting, Auditing and Finance
%@ 2588-6142
%D 2022