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ADDRESSING COMMON METHOD BIAS, OPERATIONALIZATION, SAMPLING, AND DATA COLLECTION ISSUES IN QUANTITATIVE RESEARCH: REVIEW AND RECOMMENDATIONS
Abstract
When editing regular and special issues of numerous journals, we have observed several recurring shortcomings in the manuscripts, particularly in relation to methodology. Many of these manuscripts are often found lacking in providing critical methodological information or justifying the use of the selected methods, thus resulting in desk rejection at the preliminary stage or major revision in the review process. Although the theoretical and managerial aspects of manuscripts are essential to publication consideration, methodological flaws can be detrimental. It is therefore of no surprise that failures to address methodological concerns are some of the common reasons for a manuscript to be rejected from publication, even after going through several rounds of revision. The purpose of this editorial is to provide clear guidelines on effectively reporting the methodological section in a quantitative manuscript in the fields of business and social sciences. Specifically, we present a set of recommendations on implementing and reporting operationalization, instrument validation, sampling techniques, questionnaire administration, and common method bias. Researchers, whether students or academics, should consider these guidelines to ensure methodological rigor in their research projects.
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“General Bias Method Collecting data on endogenous and exogenous variables from the same respondents at one time when filling out the questionnaire has the potential to cause bias, which is common in survey research (Memon et al., 2023).”
From The Mediating Role of Risk Perception in the Effect of Information Literacy on Students’ Disaster Preparedness (2026) · cites this paper as Memon et al., 2023
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Metadata
- Authors
- Memon, M. A., Thurasamy, R., Cheah, J.-H., Ting, H., Chuah, F., & Cham, T. H.
- ORCID
- Memon, Mumtaz Ali
- Venue
- Journal of Applied Structural Equation Modeling
- Publisher
- Sarawak Research Society
- Published
- 2023-05-31
- Volume
- 7
- Issue
- 2
- Pages
- 1-14
- ISSN
- 2590-4221
- Cited by
- 81
- References
- 75
- Language
- en
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