Common method biasHarman one-factor testSystematic errorUnreliability of measurementThere are enduring misconceptions in the marketing and management literature about the potential biasing effects of Common Method Variance (CMV). One belief is that the biasing effect of CMV is of greater theoretical than...
Common method biases in behavioral research: a critical review of the literature and recommended remedies Interest in the problem of method biases has a long history in the behavioral sciences. Despite this, a comprehensive summary of the potential sources of m... PM Podsakoff,SB Mackenzie,JY ...
Fourth, although the possible common method bias caused by the wording effects had been considered in the EFA and CFA, the Diminished Happiness Feeling factor of the final model was the mix of substantial and method components. It would be more reliable if additional variables are introduced into...
The model was analyzed using IBM SPSS 22.0 and IBM SPSS AMOS 24.0 software. First, descriptive statistics were carried out on the test items; there was no multicollinearity problem or common method variability between the items, proving that there were no offending estimations. Second, the measurem...
RESEARCHNOTE ASSESSINGCOMMONMETHODBIAS: PROBLEMSWITHTHEULMCTECHNIQUE WynneW.Chin C.T.BauerCollegeofBusiness,UniversityofHouston,Houston,TX77204,U.S.A.,andDepartmentof ServiceSystemsManagementandEngineering,SogangUniversity,Seoul,KOREA{wchin@uh.edu} JasonBennettThatcher CollegeofBusinessandBehavioralScience,Clems...
Common Method Variance (CMV) refers to the overlap in variance between two variables because of the type of measurement instrument used rather than representing a true relationship between the underlying constructs. Researchers should give careful consideration to CMV although it may not surely bias the...
In Data Envelopment Analysis (DEA), the two-stage method is a popular procedure for accounting for exogenous influences on efficiency. With the conventional two-stage method, a DEA is first conducted using only traditional (endogenous) inputs and outputs. Then, the first-stage DEA scores are re...
这有可能导致整个系统 monomethod 偏倚 (即,Campbell & Fiske,1959年),虽然这已论及具体研究 (例如,罗旭德 & 奥斯特曼,2002 年 ;钢 et al.,2001年,) 与效果,从没有到弱取决于检查的变量 (例如,自我报告生成其他报告非常类似的结果)。仍然,可以考虑几个方法变量。在很多研究场地是典型,大多数的研究作为年轻...
To avoid common method bias (CMB) in the study, prior procedural controls (Fuller et al., 2016) and post-statistical tests were implemented (Podsakoff et al., 2003, 2012). Procedure controls were designed directly for the source of CMB, i.e., the respondents. First, the items of the ...
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