Name
Abstract | ||
|---|---|---|
This paper is the first to investigate the effect of industrial penetration (geographic concentration of industries) and internet intensity (the proportion of enterprises that uses the internet) for Taiwan manufacturing firms, and analyses whether the relationships are substitutes or complements. The sample observations are based on a unique set of data, namely 153,081 manufacturing plants, and covers 26 two-digit industry categories and 358 geographical townships in Taiwan. The Heckman sample selection model is used to accommodate sample selectivity for unobservable data for firms that use the internet. The empirical results from Heckman's two-stage estimation show that: (1) a higher degree of industrial penetration will not affect the probability that firms will use the internet, but it will affect the total expenditure on internet intensity; (2) for two-digit SIC (Standard Industrial Classification) industries, industrial penetration generally decreases the total expenditure on internet intensity; and, (3) industrial penetration and internet intensity are substitutes. |
Year | DOI | Venue |
|---|---|---|
2018 | 10.3390/fi10030031 | FUTURE INTERNET |
Keywords | Field | DocType |
industrial penetration,internet intensity,sample selection,incidental truncation | Econometrics,Computer science,Knowledge management,Heckman correction,Manufacturing firms,Sample selection,Unobservable,The Internet,Statistical analysis | Journal |
Volume | Issue | ISSN |
10 | 3 | 1999-5903 |
Citations | PageRank | References |
0 | 0.34 | 1 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Chialin Chang | 1 | 505 | 106.89 |
| Michael McAleer | 2 | 31 | 12.33 |
| Yu-Chieh Wu | 3 | 247 | 23.16 |