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Summary The_Effect_of_Native_Language_on_Internet_Usage

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The vast majority of the popular English named entity recognition (NER) datasets contain American or British English data, despite the existence of many global varieties of English. As such, it is unclear whether they generalize for analyzing use of English globally.

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Freshman / 9th grade
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English literature and composition
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April 27, 2025
Number of pages
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Written in
2024/2025
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The Effect of Native Language on Internet Usage

Neil Gandal, Carl Shapiro

arXiv (arXiv: 0109009v1)

Generated on April 27, 2025

, The Effect of Native Language on Internet Usage


Abstract
Our goal is to distinguish between the following two hypotheses: (A) The Internet will remain
disproportionately in English and will, over time, cause more people to learn English as second
language and thus solidify the role of English as a global language. This outcome will prevail even
though there are more native Chinese and Spanish speakers than there are native English speakers.
(B) As the Internet matures, it will more accurately reflect the native languages spoken around the
world (perhaps weighted by purchasing power) and will not promote English as a global language.
English's "early lead" on the web is more likely to persist if those who are not native English speakers
frequently access the large number of English language web sites that are currently available. In that
case, many existing web sites will have little incentive to develop non-English versions of their sites,
and new sites will tend to gravitate towards English. The key empirical question, therefore, is whether
individuals whose native language is not English use the Web, or certain types of Web sites, less than
do native English speakers. In order to examine this issue empirically, we employ a unique data set on
Internet use at the individual level in Canada from Media Metrix. Canada provides an ideal setting to
examine this issue because English is one of the two official languages. Our preliminary results suggest
that English web sites are not a barrier to Internet use for French-speaking Quebecois. These
preliminary results are consistent with the scenario in which the Internet will promote English as a
global language.

Language TPRC.doc, 9/5/01 10:31 PM, Page 1 of 1 The Effect of Native Language on Internet Usage
Neil Gandal (Tel Aviv University) Carl Shapiro (University of California at Berkeley) September 2001
ABSTRACT In this paper, we empirically explore the relationship between native language and use of
the Internet. The ultimate economic and social questions we explore are: (1) how native language
affects use of the Internet, both in total and by type of Web site; (2) whether English is likely to retain its
“first-mover advantage” on the Web in terms of the language employed by Web sites; and (3) whether
the Internet ultimately will accelerate the movement to English as a global language. Our goal is to
distinguish between the following two hypotheses: (A) The Internet will remain disproportionately in
English and will, over time, cause more people to learn English as second language and thus solidify
the role of English as a global language. This outcome will prevail even though there are more native
Chinese and Spanish speakers than there are native English speakers. (B) As the Internet matures, it
will more accurately reflect the native languages spoken around the world (perhaps weighted by
purchasing power) and will not promote English as a global language. English’s “early lead” on the web
is more likely to persist if those who are not native English speakers frequently access the large
number of English language web sites that are currently available. In that case, many existing web sites
will have little incentive to develop non-English versions of their sites, and new sites will tend to
gravitate towards English. The key empirical question, therefore, is whether individuals whose native
language is not English use the Web, or certain types of Web sites, less than do native English
speakers. In order to examine this issue empirically, we employ a unique data set on Internet use at the
individual level in Canada from Media Metrix. Canada provides an ideal setting to examine this issue
because English is one of the two official languages. Our preliminary results suggest that English web
sites are not a barrier to Internet use for French-speaking Quebecois. These results are consistent with
the scenario in which the Internet will promote English as a global language.
Language TPRC.doc, 9/5/01 10:31 PM, Page 2 of 2 1. Introduction: Network Effects, First-Mover
Advantages, and Language In recent years, English has become the de facto standard for business
and academic communication and has to some degree attained the status of a global language.
English is the official language of the Asian trade group ASEAN and the official language of the
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