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Erschienen in: Quality & Quantity 6/2017

15.09.2016

Gender digital divide in a patriarchal society: what can we learn from Blinder–Oaxaca decomposition?

verfasst von: Wun-Ji Jiang, Yir-Hueih Luh

Erschienen in: Quality & Quantity | Ausgabe 6/2017

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Abstract

Based on the self-reported usage time, this paper aims at analyzing the gender differences in computer and internet use at home. Using data from the 2012 Survey of Digital Divide in Taiwan, we apply a regression-based decomposition method to identify the underlying causes of observed usage differential between males and females. Conditioned on adoption, it is found that compared with their high-income counterparts, low-income females in Taiwan do not spend more time on internet surfing as a result of the high opportunity cost of leisure time. A further decomposition analysis suggests while the gender-specific factors are not the main causes of gender differences in computer and internet use, differences in internet experience and opportunity cost of leisure time between the two gender groups are root causes of observed gender usage differential. The present study adds to the literature by providing a framework that can be easily extended to understanding the root causes, such as that of gender digital divide, for patriarchal societies where female self-stereotyping is a pronounced problem.

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Fußnoten
1
Examples and references on this work include Cheong (2010), Goldfarb and Prince (2008), Van Dijk (2006, 2012) and Van Deursen and Van Dijk (2014).
 
2
Traditionally, the structure of time can be decomposed into “work” and “leisure” (Feldman and Hornik 1981).
 
3
S. Chao, “Gender Equality Survey Reveals Patriarchal Values Still Prevalent,” The China Post, Sep. 25, 2015. http://​www.​chinapost.​com.​tw/​taiwan/​national/​national-news/​2015/​09/​25/​446739/​Gender-equality.​htm.​
 
4
For instance, in the seminal study of Goldfarb and Prince (2008), it is found that low-income people spend more time on internet surfing since their opportunity cost of leisure time is lower than that of high-income people.
 
5
The assumption of constant returns to scale is often reasonable for home production function. For example, if the household chooses to produce two times of enjoying steak, they must double the amount of beef as well as preparing time.
 
6
This is usually referred to as the wage rate in the literature.
 
7
Since we focus on the allocation decision of leisure time in the utility maximization problem, work time for each household is assumed to be fixed. Under this assumption, earnings from the labor market are included in total income available, \(M\).
 
8
Note that the Kuhn–Tucker conditions for the other commodities can be derived following a similar fashion.
 
9
In the studies of labor wage differentials, the coefficient effect can also be viewed as discrimination.
 
10
For detailed discussions about the diagonal matrix of weights, please refer to Cotton (1988), Neumark (1988), Oaxaca and Ransom (1994, 1988) and Reimers (1983).
 
11
One potential complication is that people may use smart phones to connect to Internet. Our sample contains 35 respondents who have smart phone but no computer at home. Among these respondents, 25 are female and 10 are male. Including the 35 respondents into the data set, however, leads to similar estimation results and thus the conclusions remain the same.
 
12
For instance, Dickerson and Gentry (1983), Drouard (2011), Goldfarb and Prince (2008), Hitt and Tambe (2007), Lyons (2014), and Roycroft (2013).
 
13
In our analysis, urban is treated as exclusive variable in the adoption equation since Goldfarb and Prince (2008) found that living in urban does not significantly affect CI usage.
 
14
For detailed discussions about the diagonal matrix of weights, please refer to Cotton (1988), Neumark (1988), Oaxaca and Ransom (1988, 1994) and Reimers (1983).
 
15
For the proof, see Oaxaca and Ransom (1994).
 
16
Results of detailed decomposition for each specification are quite similar to those in Table 5 and are available on request.
 
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Metadaten
Titel
Gender digital divide in a patriarchal society: what can we learn from Blinder–Oaxaca decomposition?
verfasst von
Wun-Ji Jiang
Yir-Hueih Luh
Publikationsdatum
15.09.2016
Verlag
Springer Netherlands
Erschienen in
Quality & Quantity / Ausgabe 6/2017
Print ISSN: 0033-5177
Elektronische ISSN: 1573-7845
DOI
https://doi.org/10.1007/s11135-016-0409-z

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