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Chang, Chia-Lin
McAleer, Michael
Wu, Yu-Chieh
Year of Publication: 
Series/Report no.: 
Tinbergen Institute Discussion Paper 16-031/III
This paper investigates the effect of industrial penetration and internet intensity for Taiwan manufacturing firms, and analyses whether the relationships are substitutes or complements. The sample observations are based on 153,081 manufacturing plants, and covers 26 two-digit industry categories and 358 geographical townships in Taiwan. The Heckman selection model is used to accommodate sample selectivity for unobservable data for firms that use the internet. The empirical results from two-stage estimation show that: (1) a higher degree of industrial penetration will not affect the probability that firms will use the internet, but will affect the total expenditure on internet intensity; (2) for two-digit industries, industrial penetration generally decreases the total expenditure on internet intensity; and (3) industrial penetration and internet intensity are substitutes.
Industrial penetration
Internet intensity
Sample selection
Incidental truncation
Document Type: 
Working Paper

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