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What is Indirect Effect

Handbook of Research on Innovation and Development of E-Commerce and E-Business in ASEAN
Measure of changes in sales, jobs and income within in the economy resulting from their operation in supplying industries supporting the change in direct demand.
Published in Chapter:
The Economic Impact of E-Commerce in Singapore
Mun Heng Toh (National University of Singapore, Singapore)
DOI: 10.4018/978-1-7998-4984-1.ch011
Abstract
The economic impact of e-commerce in Singapore is measured via three channels: (1) aggregate demand stimulative effect of capital investment, (2) the productivity effect resulting from capital investment, and (3) of the price and cost reduction effect associated with the productive use of e-commerce transactions. Using input-output technique pioneered by Nobel laureate W. Leontief, and econometric analysis, it finds that e-commerce in Singapore accounts for S$35.5 billion of output (or sales revenue) and S$7.9 billion of value-added in 2018. These are respectively equivalent to 2.8% of the nation gross output and 1.7% of the annual GDP. E-commerce has supported more than 68,500 jobs and stimulated the formation of about 758 new company formation in the year. The value-added contribution by e-commerce is projected to grow from S$7.9 billion in 2018 to S$10.1 billion in 2020 and further to S$28.1 billion in 2030. As a percentage of GDP, e-commerce accounts for about 1.7% of GDP in 2018, and this proportion is expected to increase to 1.9% in 2020 and further to 3.5% in 2030.
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More Results
Using Partial Least Squares in Digital Government Research
In a causal model, this is the impact of one variable on another, through the impact of the former on a third variable that is called mediating variable. In complex models, several indirect-effect paths may exist between two variables.
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