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15<br />

With respect to definitions, numeracy should receive<br />

separate attention from literacy in the monitoring of<br />

adult basic skills. The PIAAC definition of numeracy<br />

could be adopted, with some extension to assess the<br />

most rudimentary skills (for example, the ability to sort<br />

objects) that are necessary for adults to carry out even<br />

the simplest numeracy tasks. This would provide more<br />

information at the low end of the numeracy reporting<br />

scale to drive policy interventions.<br />

The choice of a reporting framework – the number<br />

of reporting levels, the knowledge <strong>and</strong> skills they<br />

represent <strong>and</strong> the labels used – will depend on different<br />

considerations.<br />

The names<br />

given to levels<br />

The names given to<br />

of performance<br />

levels of performance carry value<br />

in literacy <strong>and</strong><br />

judgement, such<br />

as ‘semi-literate’<br />

numeracy can carry<br />

in Bangladesh or<br />

value judgement, such ‘minimum mastery<br />

as ‘semi-literate’ in<br />

level’ in Kenya. What<br />

is ‘low’ or ‘high’<br />

Bangladesh or ‘minimum<br />

is relative to the<br />

mastery level’ in Kenya social <strong>and</strong> economic<br />

progress of each<br />

country. These<br />

considerations must be taken into account. Finally, when<br />

more reporting levels are desired, more items are needed<br />

to cover each level reliably.<br />

A reporting framework of at least four levels may be<br />

preferable. LAMP <strong>and</strong> most of the countries reviewed<br />

included in the lowest level both those who have no skills<br />

<strong>and</strong> those with low skills. Yet, there is a fundamental<br />

difference between literacy <strong>and</strong> numeracy in this regard.<br />

Persons who are deemed ‘illiterate’ (i.e. who cannot read<br />

<strong>and</strong> write at all) cannot automatically be considered<br />

‘innumerate’; several mathematical practices are<br />

believed to be universal even in non-literate cultures. In<br />

other words, <strong>people</strong> may still have selected functional<br />

computational or context-specific mathematical skills.<br />

It is therefore necessary to distinguish between<br />

<strong>people</strong> with no formal skills (those who have relatively<br />

few mental calculation skills beyond counting simple<br />

quantities <strong>and</strong> who cannot underst<strong>and</strong> the meaning of<br />

written digits) <strong>and</strong> with low formal skills (those who can<br />

engage in some mental calculations using indigenous<br />

number systems or measurement techniques but<br />

know few print-based or formal numeracy symbols <strong>and</strong><br />

systems, even if they may be able to complete very<br />

simply written math problems).<br />

A basic level of numeracy would describe individuals<br />

with mental <strong>and</strong> written numeracy skills, including<br />

mathematical operations typically learned in school,<br />

as well as everyday mathematics, such as estimates<br />

<strong>and</strong> graphs, that might be used in newspapers. This<br />

level could vary widely in different societies, depending<br />

on economic development <strong>and</strong> urbanization or<br />

other country-specific factors, <strong>and</strong> would need to be<br />

st<strong>and</strong>ardized.<br />

Finally, an advanced level would describe individuals who<br />

can, with little difficulty or few errors, perform various<br />

arithmetic functions in formal school <strong>and</strong> everyday<br />

settings, locate <strong>and</strong> use quantitative information in<br />

assorted displays, solve multistep calculations <strong>and</strong> use<br />

measuring devices.<br />

Implementation issues include the number, types <strong>and</strong><br />

range of items in terms of content areas, difficulty<br />

levels, amount of text <strong>and</strong> other parameters (e.g. how<br />

authentic the settings are or whether open-ended<br />

responses should be used instead of multiple choice<br />

items). However, the starting point should be based on<br />

conducting the survey. Realistically, for instance, how<br />

many items can be administered? Assuming the survey<br />

can take up to 90 minutes per respondent, countries <strong>and</strong><br />

the international education community face a choice<br />

between two options in assessing numeracy skills.<br />

The first is to use a testing model that adapts to<br />

respondents’ ability, as was done in Brazil <strong>and</strong> France<br />

<strong>and</strong> by LAMP <strong>and</strong> PIAAC. This includes an initial test<br />

that screens out those with very low skills. Often, it<br />

covers a broader range of skills <strong>and</strong> difficulty levels <strong>and</strong><br />

requires a larger number of items to choose from. But<br />

such designs are much costlier due to the need to train<br />

personnel <strong>and</strong> use computer technology adapted to<br />

multiple scripts <strong>and</strong> indigenous languages. Further, they<br />

require sophisticated modelling <strong>and</strong> a high capacity for<br />

statistical analysis.<br />

The second option is to use a simpler design in which<br />

all respondents receive the same assessment items,<br />

as Bangladesh <strong>and</strong> Kenya have done. This enables a<br />

country to do its own analysis. However, the number of<br />

usable items is lower <strong>and</strong> it may not be possible to cover<br />

all desired reporting levels with enough items, which<br />

284<br />

CHAPTER 15 | TARGET 4.6 – LITERACY AND NUMERACY

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