CONTROL VARIABLES: A REVIEW AND PROPOSED GUIDELINES

Autor: Mumtaz Ali Memon, Ramayah Thurasamy, Hiram Ting, Jun-Hwa Cheah, Francis Chuah
Jazyk: angličtina
Rok vydání: 2024
Předmět:
Zdroj: Journal of Applied Structural Equation Modeling, Vol 8, Iss 2, Pp 1-18 (2024)
Druh dokumentu: article
ISSN: 2590-4221
DOI: 10.47263/JASEM.8(2)01
Popis: Although the considerable body of research on control variables offers best practice recommendations, there are still shortcomings in their application in published research papers. Consequently, a significant proportion of quantitative studies lack rigor in how they apply control variables. Additionally, existing literature on control variables is primarily technical, with noticeable lack of accessible guidance that could benefit both seasoned and novice researchers. In fact, there is a need for more elaboration in non-technical terms to enhance our understanding of effective control variable usage. Therefore, the objectives of this editorial are twofold. First, we elaborate on five key issues related to control variables, including a clear, easy-to-understand explanation of what a control variable is, its advantages and complications, and the issues associated with under- or over-controlling variables. Second, we provide guidelines that are easy to follow for any researcher, whether experienced or novice. In doing so, we clarify several ambiguities and offer straightforward explanations of issues related to control variables. We hope that these guidelines will assist researchers—whether lecturers or students—by providing clear directions on the appropriate use of control variables.
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