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What is Partial Least Squares Regression

Handbook of Research on Developments in E-Health and Telemedicine: Technological and Social Perspectives
An extension of the multiple linear regression model
Published in Chapter:
Associations Between Driving Forces to Adopt ICT and Benefits Derived from that Adoption in Medical Practices in Australia
R. C. MacGregor (University of Wollongong, Australia), P. N. Hyland (University of Wollongong, Australia), and C. Harvie (University of Wollongong, Australia)
DOI: 10.4018/978-1-61520-670-4.ch031
Abstract
Information and Communication Technology (ICT) is today seen as a catalyst for change in the way work is carried out. Over the past decade there have been a number of studies examining both the decision-making behind ICT adoption (the driving forces for adoption) as well as the perceived benefits from that adoption. However, no studies have attempted to determine, or indeed map whether emphasis given to specific driving forces have manifested in differing perceptions of perceived benefits. The purpose of this chapter is to examine whether emphasis on particular driving forces for ICT adoption are associated with the perception of particular benefits. A study was undertaken amongst 198 Australian GPs. Results suggest that greater emphasis on improving communications gives rise to higher perceived benefits both in terms of communications and practice effectiveness, while emphasis on other drivers does not significantly alter the perception of benefits derived from adoption.
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