Performance measurement of AMT: a cross‐regional study

Performance measurement of AMT: a cross‐regional study Purpose – To examine the relationship of performance in advanced manufacturing technologies (AMT) to the levels of AMT investments and planning and implementation activities in two regions of America: Anglo‐Saxon (USA and Canada) and Hispanic (Mexico and Costa Rica). Design/methodology/approach – Survey methodology was employed to collect data. The instrument was translated into Spanish for administration in the Hispanic region. Exploratory factor analysis was used to establish discriminant validity of the constructs under investigation. Through multiple regression analysis, predictors for two types of performance (organizational and operational) were examined. Findings – Both types of performance are reasonably predicted by the AMT investment and planning and implementation factors. Performance predictors are different between the two regions. Research limitations/implications – There are limitations common to survey research (e.g. subjective perceptions and respondent bias). Also, results depart from the literature in terms of the predictors for operational and organizational performance. This can be due to other complex relationships among the variables not identifiable by regression analysis. Future work should address this by using more sophisticated statistical tools such as structural equation modeling. Originality/value – The study can help managers understand the factors leading to a successful AMT implementation. This is one of the first studies on AMT in developing countries; and as such, it should encourage more research in these countries. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Benchmarking: An International Journal Emerald Publishing

Performance measurement of AMT: a cross‐regional study

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Publisher
Emerald Publishing
Copyright
Copyright © 2006 Emerald Group Publishing Limited. All rights reserved.
ISSN
1463-5771
DOI
10.1108/14635770610644637
Publisher site
See Article on Publisher Site

Abstract

Purpose – To examine the relationship of performance in advanced manufacturing technologies (AMT) to the levels of AMT investments and planning and implementation activities in two regions of America: Anglo‐Saxon (USA and Canada) and Hispanic (Mexico and Costa Rica). Design/methodology/approach – Survey methodology was employed to collect data. The instrument was translated into Spanish for administration in the Hispanic region. Exploratory factor analysis was used to establish discriminant validity of the constructs under investigation. Through multiple regression analysis, predictors for two types of performance (organizational and operational) were examined. Findings – Both types of performance are reasonably predicted by the AMT investment and planning and implementation factors. Performance predictors are different between the two regions. Research limitations/implications – There are limitations common to survey research (e.g. subjective perceptions and respondent bias). Also, results depart from the literature in terms of the predictors for operational and organizational performance. This can be due to other complex relationships among the variables not identifiable by regression analysis. Future work should address this by using more sophisticated statistical tools such as structural equation modeling. Originality/value – The study can help managers understand the factors leading to a successful AMT implementation. This is one of the first studies on AMT in developing countries; and as such, it should encourage more research in these countries.

Journal

Benchmarking: An International JournalEmerald Publishing

Published: Jan 1, 2006

Keywords: Advanced manufacturing technologies; Performance measures; North America; Central America

References

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