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What is Average Variance Extracted

Encyclopedia of Organizational Knowledge, Administration, and Technology
Measure of the amount of variance that is captured by a construct in relation to the amount of variance due to measurement error.
Published in Chapter:
The Relationship Between Performance Measures and Overall Performance in the Manufacturing Environment
Raman Kumar (Chandigarh University, India) and Harwinder Singh (Guru Nanak Dev Engineering College, India)
DOI: 10.4018/978-1-7998-3473-1.ch027
Abstract
The overall performance of a manufacturing organization can be enhanced by thoroughly examine and monitor the activities of all departments such as production, inventory, maintenance, etc. involved in the manufacturing system. The present study highlights the relationships between different performance measure and overall performance from the perspective of the agricultural tool manufacturing industry. A path model consists of 13 observed variables, and four performance measures (latent variables) was developed and tested using SPSS software package and AMOS 21. The outcome of the present work is reflected by the respondent of 105 valid questionnaires who are occupied with agriculture tool manufacturing firms situated in the northern region of India. The outcome of confirmatory factor analysis showed that operational performance has higher path coefficient. The limitation of this work is that the findings are applicable to the specific sector of manufacturing industry only.
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Understanding the Antecedents of Customer Loyalty by Applying Structural Equation Modeling
A measure to assess convergent validity. Similar to explained variance in EFA, AVE is the average amount of variance in indicator variables that a construct is managed to explain. AVE for each construct can be obtained by sum of squares of completely standardized factor loadings divided by this sum plus total of error variances for indicators. For the completely standardized solution all indicator and latent variables are scaled to have unit variance.
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