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3. ICTs and literacy skills

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An early insight into the relationship between the use of ICTs and skills can be obtained by comparing the literacy skills of ICT users versus non-users (see Box 1 for definitions). From the discussion of computer usage above, those who did express an interest in using a computer over the next year did not differ substantially in their literacy skills from those who indicated no such interest. However, a gap in literacy skills was found between non-users and users in all countries (Chart 7). Not only do non-users face a digital divide, but this is built on top of the gap in literacy skills compared to the rest of the population. Consistent with the literature on the digital divide, the new gaps created from ICTs use accentuate already existing gaps. As has been argued in several studies, the group with the lowest skills continues to lose out, even though it is the group that stands to benefit proportionately more from the opportunities afforded by the new technologies. This is particularly the case with the Internet, where benefits include easier access to government services, lower prices and the like.

BOX 1: Literacy skill domains measured in the ALL

The ALL survey measures literacy in four skill assessment domains. Respondents are tested and scored on a 500- point scale, and assigned “Levels” from 1 t5 for each domain. Levels 4 and 5 are collapsed since it is difficult to produce reliable statistical estimates for the Level 5 population given its small size. The domains are defined as follows:

Prose literacy“the knowledge and skills needed to understand and use information from texts including editorials, news stories, brochures and instruction manuals”;

Document literacy“the knowledge and skills required to locate and use information contained in various formats, including job applications, payroll forms, transportation schedules, maps, tables and charts”;

Numeracy“the knowledge and skills required to effectively manage the mathematical demands of diverse situations”; and

Problem Solving“Problem solving involves goal-directed thinking and action in situations for which no routine solution procedure is available. The problem solver has a more or less well defined goal, but does not immediately know how to reach it. The incongruence of goals and admissible operators constitutes a problem. The understanding of the problem situation and its step-by-step transformation, based on planning and reasoning, constitute the process of problem solving.”

Prose literacy is the domain used for the statistical analysis throughout this study; in most cases the relationships between ICT use and prose literacy are similar to those of the other literacy domains. For a more detailed description of the measurement of literacy skills used in this paper, see Statistics Canada and OECD (2005), Learning a Living: First Results of the Adult Literacy and Life Skills Survey, Ottawa.

Next we investigate in more detail respondent use of ICTs and literacy skills. To do this, three broad measures were obtained to effectively summarize ICT use in three domains:

  • perceived usefulness and attitude towards computers;
  • diversity and intensity of Internet use, and;
  • use of computers for specific task-oriented purposes.

These measures were constructed as index scores, using several variables from the ALL survey (see Box 2). These indices will be used throughout the rest of this paper.

BOX 2: Indices of ICT use and familiarity

Three indices of ICT use and familiarity were derived from several observed variables that were collected in the ALL survey. ICT related variables were examined using Exploratory Factor Analysis with principal components specified as the method. Confirmatory Factor Analysis was then used to validate three models that were hypothesized on the basis of the exploratory results and an interpretation of the observed variables. Index scores were derived according to the specified models using a Rasch scaling approach. Scores for each index are expressed as standardized scores on a 10-point scale, with a mean of 5 and a standard deviation of 1.5.

The underlying variables used to construct the three measures are outlined below:

1. Index of perceived usefulness and attitude toward computers

  • Please tell me whether you strongly agree, agree, disagree, or strongly disagree with each of the following statements:
    • Computers have made it possible for me to get more done in less time
    • Computers have made it easier for me to get useful information
    • Computers have helped me to learn new skills other than computer skills
    • Computers have helped me to communicate with people
    • Computers have helped me reach my occupational (career) goals

2. Index of diversity and intensity of Internet use

  • In a typical month, how often did you use the Internet for the following purposes? (Daily, a few times a week, a few times a month, never)
    • Electronic mail (e-mail)
    • Participate in chat groups or other on-line discussions
    • Shopping (including browsing for products or services but not necessarily buying)
    • Banking
    • Formal education or training (part of a formal learning activity such as a course or a program of studies)
    • Obtain or save music
    • Read about news and current events
    • Search for employment opportunities
    • Search for health-related information
    • Search for weather-related information
    • Search for government information
    • Playing games with others
    • General browsing
    • Other purposes; specify
  • In a typical month, how many hours did you use a computer at home?

3. Index of using computers for task-oriented purposes

  • In a typical month, how often did you use a computer for the following purposes? (Daily, a few times a week, a few times a month, never).
    • Writing or editing text
    • Accounts, spreadsheets or statistical analysis
    • Creating graphics, designs, pictures or presentations
    • Programming or writing computer code
    • Keeping a schedule or calendar
    • Reading information on a CD-ROM or DVD
  • In a typical month, how many hours did you use a computer at home?

Within the scope of this study, scores for perceived usefulness and attitude toward computers, diversity and intensity of Internet use, and use of computers for task-oriented purposes were relatively comparable within countries - with a few exceptions (Chart 8). As with ICT penetration generally, one would expect measures of ICT use and familiarity to vary by country, though. Bermuda emerged as a leader in all three measures, but it was closely followed by the United States, Canada, Norway and Switzerland. Scores were substantially lower in Italy, particularly for diversity and intensity of Internet use, and use of computers for task-oriented purposes. In Switzerland, scores for the perceived usefulness of computers, and diversity and intensity of Internet use were lower than most other countries, but together with Bermuda it was one of the leading countries for use of computers for task-oriented purposes.

Within Canada, attitudes and intensity of ICT use varied by province and territory (Chart 9). The Yukon Territory, the Northwest Territories, Alberta and British Columbia were all above the national mean in all three indices. These provinces and territories had the most intensive ICT users in the country. In fact, in the Yukon Territory and the Northwest Territories, scores were above the international mean (obtained from all 6 countries in this study) in all three ICT measures. Residents of Ontario were also intensive computer and Internet users. Individuals in the Yukon Territory and Quebec had the highest perceived usefulness of computers, however those in Quebec scored lower in terms of their actual ICT use. Similarly, in Nunavut perceived usefulness and attitude toward computers scored the highest of the three measures, but actual use of ICTs scored lower. Overall, Nunavut and Newfoundland and Labrador were the areas with the least intensive ICT users. In most of the other provinces, scores mirrored those at the national level.

A key question emerging from the earlier International Adult Literacy Survey (IALS 1994) was the relationship between basic literacy skills and other skills thought to be important to workplace productivity and labour market success (OECD and Statistics Canada 2000, McAuley and Lowe 1999). In practice, ICT use is linked to literacy skills in a number of ways. Being skilled with most ICTs requires, to some degree, having literacy skills. By their very nature, ICTs both depend on and enhance communication abilities. Literacy skills are therefore essential to the development of digital literacy (Massé et al. 1998). One of the reasons is that ICT literacy includes not only technological proficiency, but also requires cognitive skills, such as those underlying reading and problem solving, which are critical to using ICTs effectively (International ICT Literacy Panel 2002). Much of the content of ICTs, notably of the Internet, remains text-based (Stewart 2000), and the format and content of web pages sometimes demands skills similar to those of document literacy. Further, it is likely that basic reading and writing literacy become more important as more information is transmitted and shared through ICTs than ever before (Leu Jr. 2000).

In general, the prose, document, numeracy and problem-solving skills of respondents increased as their perceived usefulness and attitude toward computers, diversity and intensity of Internet use, and use of computers for task-oriented purposes increased (see Chart 10 for an example of the association between prose literacy skills and computer use for task-oriented purposes). As literacy skills increased, the increases in diversity and intensity of Internet use and use of computers for task-oriented purposes were substantial; increases in perceived usefulness and attitude toward computers were moderate. These patterns generally held for all countries, with no exceptions. They also held true for other available measures of literacy (document literacy, numeracy and problem-solving) and, overall, concurred with those of another study where the more literate and numerate the respondent, the more likely they were to perform at high levels in an assessment of ICT skills (DfES 2003). Although aimed at a different age group, another study has found a positive relationship between access to home computers and reading skills among 15-year-old students (Bussière and Gluszynski 2004).