Latin American Internet Activities

Cybermannia
Cybermannia, Internet Center, Guatemala City, Guatemala (photo credit: N. Thomas)

The Internet is a means by which people can gain access to a bundle of services: the World Wide Web, e-mail, IRC, news groups, list groups, file transfers, gopher, etc.  Within each of these services, there are different products.  Thus, within the World Wide Web, there are millions of web sites offering all types of contents.  Since an Internet user does not have the time to access all these services and content, they must necessarily make choices.  Their decisions reflect their personal preferences and needs.

The purpose of this note is to examine some survey data about Internet usage patterns.  The data come from the Los Medios y Mercados de Latinoamérica 1998 study, which is a survey of over 6,500 respondents in 18 Latin American countries.  In this study, the Internet users were shown a list of 10 Internet activities and asked which ones they have done in the past 30 days.  Of course, this short list is not exhaustive by any means.  The incidences are shown among persons who have accessed the Internet in the last 30 days in the following table:

Internet Activities Made by Persons 12-64 Who Accessed the Internet in Last 30 Days

Activity Type

% Did in last 30 days
Read online newspaper/magazine 44%
Visit government/education institution website 37%
Visit news/sports site 32%
Visited company site 27%
Visited news/chat group  25%
Obtained information for planned purchase 25%
Visited site for television channel 22%
Obtained company information 22%
Clicked ad for more information 20%
Bought product/service on Internet   5%

(source: Los Medios y Mercados de Latinoamérica 1998)

As we stated, our purpose here is to detect patterns of usage.  We took the Internet usage data for all those people who accessed the Internet in the last 30 days and we applied a segmentation method called K-means clustering.  This allows us to detect certain patterns whereby some groups of people consistently choose some subsets of activities.  The number of clusters must be determined on the basis of interpretability of the results.  For this data set, we created four different segments (or clusters).  These are mutually exclusive and exhaustive subgroups of persons who accessed the Internet in the last 30 days.  In the following table, we show the activities made separately by people in these clusters.  The separation of the groups should be clear from this table (for example, Cluster 4 is much more likely than the others to visit news/chat groups).

Internet Activities in Last 30 Days by Four Internet Usage Segments

Activity Type

Cluster 1 Cluster 2 Cluster 3 Cluster 4
Read online newspaper/magazine 23% 26% 98% 44%
Visit government/educational institution site 27%   6% 79% 29%
Visit news/sports site 14% 14% 86% 20%
Visited company site   0% 63% 89%   2%
Visited news/chat group    0%   3% 38% 100%
Obtained information for planned purchase 13% 42% 59%   6%
Visited site for television channel   5%   4% 66% 27%
Obtained company information   1% 71% 62%   2%
Clicked ad for more information   8% 29% 51%   4%
Bought product/service on Internet   0%   4% 21%   1%

(source: Los Medios y Mercados de Latinoamérica 1998)

Who are these people?  In the next table, we show the age, sex, education and socio-economic characteristics for the people in these clusters.

Demographic Characteristics of Internet Usage Segments

Demographics

Cluster 1 Cluster 2 Cluster 3 Cluster 4
Sex
     Male
     Female

70%
30%

67%
33%

75%
25%

56%
44%
Age
     12-17
     18-24
     25-34
     35-44
     45-54
     55-64

18%
41%
21%
13%
   3%
    4%  

  7%
38%
34%
11%
  9%
  2%

11%
15%
32%
27%
15%
  1%

47%
27%
13%
12%
  1%
  0%
Education
     Less than 6 years
     More than 6 years, less than 12 years
     12 or more years

  1%
37%
62%

  1%
24%
75%

  0%
12%
88%
 
  1%
62%
37%
Socio-Economic Level
     Level A
     Level B
     Level C
     Level D

31%
43%
25%
  1%

57%
33%
  7%
  4%

56%
33%
  4%
  7%

77%
12%
  9%
  2%

(source: Los Medios y Mercados de Latinoamérica 1998)

More important that demographic characteristics, we are interested in what type of Internet users they are.  In the following table, we show where and how often they access the Internet.  Please note that a person can access the Internet from more than one place.

Internet Usage Characteristics of Internet Usage Segments

Internet Usage

Cluster 1 Cluster 2 Cluster 3 Cluster 4
Place(s) of Internet Access in Last 3 months
     Home
     Work/School
     Elsewhere

32%
51%
24%

24%
64%
20%

60%
51%
  7%

68%
31%
18%
Spent 3 or more hours on the Internet
in last 7 days
19% 46% 54% 32%
Access Internet daily 20% 25% 72% 41%

(source: Los Medios y Mercados de Latinoamérica 1998)

We can now provide a summary of these Internet usage segments:

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(posted by Roland Soong on 12/18/99)


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