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with the non disabled candidates potentially due to the fear of the red tape disclosing a wage subsidy did not affect the employment opportunities of disabled candidates 92 gender and sexual orientation edit while overall no severe levels of discrimination based on female gender is found unequal treatment is still measured in particular situations for instance when candidates apply for positions at a higher functional level in belgium 93 when they apply at their fertiles ages in france 94 and when they apply for male dominated occupations in austria 95 discrimination based on sexual orientation varies by country revealing a lesbian sexual orientation by means of mentioning an engagement in a rainbow organisation or by mentioning one s partner name lowers employment opportunities in cyprus and greece but has overall no negative effect in sweden and belgium 96 97 98 99 in the latter country even a positive effect of revealing a lesbian sexual orientation is found for women at their fertile ages age edit pervasive levels of age discrimination are found in belgium england france spain and sweden job candidates revealing older age are found to get 39 in belgium to 72 in france less job interview invitations compared to equal candidates revealing a younger name discrimination is heterogeneous by the activity older candidates undertook during their additional post educational years in belgium they are only discriminated if they have more years of inactivity or irrelevant employment 100 101 102 103 104 105 106 religion edit a 2019 cross national field experiment looking at 5 european nations found that in the uk norway and the netherlands there was anti muslim and origin based discrimination against job applicants in the private sector 107 they use a double comparative design in which they review job applicants originating from muslim majority countries that do and do not signal closeness to islam in their resumes 107 this allows the researchers to untangle and view anti muslim discrimination versus origin based or proximity based discrimination across these 5 nations and muslim majority countries they studied 107 researchers refer to this origin or proximity based discrimination as muslim by default effect 107 they also dubbed a show of closeness to islam for example volunteering at an association with muslim connotation as disclosed muslim effect 107 they collected data on call backs by country probability to receive positive call back from the employer and two versions of probability to receive an invitation from the employer 107 their data recorded discrimination against those originating from countries with a substantial muslim population and also found that when this was intersected with muslims signaling closeness to islam there was compounded hiring practice discrimination 107 they conclude that this discrimination contributes to the severe disadvantage faced by ethnic and religious minorities including in the labor market 107 germany and spain were also examined but were not found to have the same discrimination in hiring practice 107 this study did not formally assess institutional effects 107 a literature review states that there are studies in france and germany suggesting muslim men and muslim women face labor market disadvantages 108 other grounds edit furthermore european studies provide evidence for hiring discrimination based on former unemployment 109 110 trade union membership 111 beauty 112 hiv 113 religion 114 youth delinquency 115 former underemployment 110 and former depression 116 employment at the army is found to have no causal effect on employment opportunities 117 north america edit canada edit ethnicity edit research 118 conducted in 2010 by university of toronto researchers philip oreopoulos and diane dechief has found that resumes featuring english sounding names sent to canadian employers were more than 35 more likely to receive an interview call back as compared to resumes featuring chinese indian or greek sounding names the study supported by metropolis bc a federally funded diversity research agency was conducted to investigate why recent immigrants are struggling much more in the canadian job markets than immigrants in the 1970s in order to test this hypothesis dozens of identical resumes with only the name of the applicant changed was sent to employers in toronto vancouver and montreal of the three cities surveyed metro vancouver employers both large and small were the least swayed by the ethnicity of an applicants name resumes submitted to employers here were just 20 more likely to get a callback than those with chinese or indian names through interviews with canadian employers the researchers found that name based discrimination on application forms were a result of time pressed employers being concerned that individuals with foreign backgrounds would have inadequate english language and social skills for the canadian marketplace 118 disability edit in 2006 just over one half 51 of persons with disabilities were employed compared to three in four persons without disabilities 119 employment rates are lower under 40 for persons with developmental and communication disabilities whereas employment rates are closer to average for persons with a hearing impairment or for those who have problems with pain mobility and agility 119 data from statistics canada s participation and activity limitation survey 119 pals show that in 2006 one in four unemployed persons with a disability and one in eight persons with a disability who are not in the workforce believe that in the past five years they ve been refused a job because of their disability one in twelve employed persons with a disability also reported that they experienced discrimination with the proportion of discrimination increasing with the severity of activity limitations 120 gender and sexual orientation edit according to 2011 statistics canada data 121 the gender wage gap in ontario is 26 for full time full year workers for every 1 00 earned by a male worker a female worker earns 74 cents in 1987 when the pay equity act was passed the gender wage gap was 36 it is estimated that as much as 10 to 15 of the gender wage gap is due to discrimination 122 religion edit in canada a 2019 journal article drew data from the 2011 national household survey which after filtering for labor market relevant responders had a sample size of 192 652 records 123 white christian women were used as a baseline for the study 123 after comparing many ethno religious groups against this baseline they found that many ethno religious groups with the exception of arab and black muslim women were as likely as white women to obtain managerial and professional jobs 123 aside from those named exceptions the study found muslim women had the highest likelihood of unemployment and being disadvantaged 123 the article concludes that while it s possible that discouraged women and surplus education could explain low labor market participation and employment rates in muslim women the most likely cause is discrimination based on visibility and religious affiliation 123 the article describes this visibility as physical visibility and cultural proximity the dominant group of muslims 123 this means that atop previously confirmed racial discrimination racialized muslims face the added penalty of being visibly and proximally muslim 123 the study claims this is likely due to a rise in islamophobia 123 a european study from the same year calls this muslim by default effect 107 united states edit further information employment discrimination law in the united states ethnicity edit the u s is one of the countries that have noticeable racial inequalities such inequalities are shown mostly between african americans and whites although it is still uncertain if the reason behind the disparity leads to racism exclusively different forms of interracial inequalities take place in the competitive labour market by means of their seminal correspondence experiment marianne bertrand and sendhil mullainathan showed that applications from job candidates with white sounding names got 50 percent more callbacks for interviews than those with african american sounding names in the united states at the start of this millennium 124 similarly a 2009 study found that black applicants for low wage jobs in new york city were half as likely as whites to get callbacks with equivalent resumes interpersonal skills and demographic characteristics the same study also examines discrimination in the low wage labour market since the low wage market contains a large proportion of service industries that require a higher demand for soft skills with a concern that employers might judge the applicant more subjectively in the low wage labour market the study discovers a minor sign of discrimination that black and latino applicants were routinely channeled into positions requiring less customer contact and more manual work than their white counterparts employers appeared to see more potential in white applicants and they more commonly considered white applicants as a better fit for jobs with higher responsibilities 125 a current population survey in 2006 noted that african americans were twice as likely to be unemployed than whites 126 black men spend significantly more time searching for work and even when they are working they have less stable employment diminishing their work experience 127 discrimination goes beyond the hiring process controlling for parental background education work experience tenure and training white men earn roughly 15 more than comparable blacks 128 african americans also face unfair discharges generally people do not pay as much attention to unfair discharges as much as the hiring process however since there is barely any professional certification for supervisors which is a crucial occupation for the process of both hiring and discharge in all industries injustices might occur when a supervisor is consciously or unconsciously biased against certain racial groups the ohio employment discrimination studies examined 8 051 claims of employment discrimination closed by the ohio civil rights commission ocrc from 1985 through 2001 the study is conducted to find a correlation between racial discrimination during the process of hiring and discharge the study concludes that there is a significantly higher vulnerability of african american employees to discriminatory discharges such as an african american employee would face a higher possibility of discharge by engaging in similar disruptive behavior in the workplace than a non black employee would face 129 a study in 2014 shows that african american face more employment scrutiny than their white coworkers in the study a legal memorandum written by a hypothetical third year associate was offered to two groups of partners who were from twenty four law firms the first group was told that the author was african american while the second group was told that the author to be a caucasian the study not only resulted in a lower average score graded by the first group 3 2 to 4 1 on a scale from 1 to 5 but also the viewers inserted more captious grammar and spelling errors significantly when they believed the writer to be african american 130 within each race darker complexion is also discriminated against multiple studies have found that lighter skin blacks tend to have superior incomes and life chances chicanos with lighter skin color and more european features had higher socioeconomic status and black hispanics suffer close to ten times the proportionate income loss due to differential treatment of given characteristics than white hispanics 131 the wage disparities between african american and caucasian workers is a substantial expression of racial discrimination in the workplace the historical trend of wage inequality between african american workers and caucasian workers from 1940s to 1960s can be characterized by alternating periods of progress and retrenchment from 1940 to 1950 the wage ratio for african american men in comparison to white men rose from 0 43 to 0 55 from 1950 to 1960 however the ratios only rose by 0 3 ending the decade at 0 58 the period from 1960 to 1980 has considerable progress for the wage ratio with an increase of 15 percent this improvement was mostly due to the bans of discrimination from 1960 and abolition of jim crow laws by 1975 the late 1970s marked the beginning of a dramatic rise in overall wage inequality a study shows that while both the wage of less educated and well educated workers after 1979 declines the wages of the least educated workers begin to fall dramatically faster 132 over the past few decades researchers argue around the explanation for the wage gap between the african american and caucasian workers james heckman a nobel prize winning american economist leads the argument that labour market discrimination is no longer a first order quantitative problem in american society and supports the idea that blacks bring skill deficiencies to the labour market and cause the wage gap 133 heckman s argument is based on a series of papers utilizing the armed forces qualifications test afqt scores reported in the national longitudinal survey of youth the papers support that interracial wage inequality is due to pre labour market inequality by examining the basic human capital model the papers utilize empirically based approach suggesting that an individual s position in the skill distribution is influenced by the decisions made reconsidering the cost and benefit of acquiring certain jobs the researchers who support the approach believe that in a competitive labour market individuals of equal ability is rewarded equally 134 on the other hand the researchers who favor the explanation that racial discrimination is the reason that causes wage inequality argues against the reliability of afqt afqt is a test based on a single dataset and intended to predict performance in military service the predictions of the analysis have not been replicated by studies that employ different measures of cognitive skills and it yields inconsistent results on pre labor market skill differences between races therefore it is unable to summarize that the impact of pre labour inequality would directly cause skill deficiencies 135 a landmark field experiment by bertrand and mullainathan 2004 provided strong empirical evidence of racial bias in hiring practices the researchers sent out fictitious resumes to real job postings randomly assigning either african american sounding names e g jamal lakisha or white sounding names e g greg emily to otherwise identical resumes resumes with white sounding names received approximately 50 more callbacks than those with black sounding names suggesting that even in the absence of explicit prejudice implicit racial bias can significantly affect employment decisions 136 sex edit main articles 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