IV. >> Illustrating the Framework - Indicators for Some Rights
>> Selecting the indicators
Box 23
Measuring discrimination
Measuring discrimination is not easy. A different treatment or outcome is not necessarily the result of
clearly identified acts of discrimination, but the result of complex processes involving multiple and cumulative discrimination, or simply due to other factors. Moreover, victims are sometimes unable to identify the
discrimination that they are subjected to. Certain social and cultural practices create high tolerance levels
for discrimination among certain population groups, which results in the acts of discrimination being
frequently overlooked. Also, they are often unaware of the available legal remedies or unable to use
them. Thus, the number of convictions for discrimination in court is not a good indicator for assessing
discrimination in a country. Given these limitations in using the events-based information in monitoring
discrimination, statistical techniques, as well as direct surveys, are vital for assessing the prevalence of
discriminatory practices in a country. Some useful statistical tools in this context are:
ocioeconomic statistics disaggregated by prohibited grounds of discrimination (e.g., life expectancy,
S
age-specific sex ratios and unemployment rates broken down by ethnic origin) measure disparities and
differential outcomes that are often the result of multiple and accumulative discrimination;
E conometric models based on multiple regression analysis help in estimating the portion of differences
in outcomes attributable to discrimination as opposed to observable variables (e.g., percentage of the
wage differential between women and men that cannot be explained by “observable” criteria, such as
the number of working hours or socioprofessional characteristics, etc.);
Population surveys measuring experiences, perceptions and attitudes regarding discrimination
(e.g., percentage of members of ethnic minorities reporting racially motivated victimization and discrimination by public/private personnel);a and
iscrimination or situation-testing surveys to measure directly discrimination in specific instances, such
D
as those related to access to work, housing, health care, private educational institutions or other public
services (see box 24).
It may be desirable to use any of these procedures to assess periodically the extent of discrimination in a
country, especially where multicultural, racial, religious and linguistic communities are seen to be competing
for scarce resources and opportunities. Concrete evidence in support of discriminatory practices in different
social spaces of human engagement, including the political space, could facilitate the strengthening of legal
and administrative remedial measures in such instances.
a. See, for instance, European Union Agency for Fundamental Rights, EU-MIDIS: European Union Minorities and Discrimination
Survey (2009). Available from www.fra.europa.eu/fraWebsite/minorities/minorities_en.htm.
82 Human Rights Indicators
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