Do Large Employers Treat Racial Minorities More Fairly? An Analysis of Canadian Field Experiment Data

2018 ◽  
Vol 44 (1) ◽  
pp. 1-12 ◽  
Author(s):  
Rupa Banerjee ◽  
Jeffrey G. Reitz ◽  
Phil Oreopoulos
2021 ◽  
Author(s):  
Rupa Banerjee ◽  
Jeffrey G. Reitz ◽  
Phil Oreopoulos

Analysis of amended data from a large-scale Canadian employment audit study (Oreopoulos 2011) shows that large employers with over 500 employees discriminate against applicants with Asian (Chinese, Indian or Pakistani) names in the decision to call for an interview, about half as often as smaller employers. The audit involved submission of nearly 13,000 computer-generated resumes to a sample of 3,225 jobs offered online in Toronto and Montreal in 2008 and 2009 for which university-trained applicants were requested by email submission. An organization-size difference in employer response to Asian names on the resume exists when the Asian-named applicant has all Canadian qualifications (20% disadvantage for large employers, almost 40% disadvantage for small employers) and when they have some or all foreign qualifications (35% disadvantage for large employers, over 60% disadvantage for small employers). Discrimination in smaller organizations is most pronounced in considering applicants for jobs at the highest skill levels. As well, whereas the Asian-name disadvantage is overcome in large organizations when the applicant has an additional Canadian master’s degree, this is not the case in smaller organizations. It is suggested that large organizations discriminate less frequently because they have more resources devoted to recruitment, a more professionalized human resources recruitment process, and greater experience with a diverse staff complement. Experimentation with anonymized resume review may be an inexpensive way that organizations can test their own hiring procedures for discrimination.


2021 ◽  
Author(s):  
Rupa Banerjee ◽  
Jeffrey G. Reitz ◽  
Phil Oreopoulos

Analysis of amended data from a large-scale Canadian employment audit study (Oreopoulos 2011) shows that large employers with over 500 employees discriminate against applicants with Asian (Chinese, Indian or Pakistani) names in the decision to call for an interview, about half as often as smaller employers. The audit involved submission of nearly 13,000 computer-generated resumes to a sample of 3,225 jobs offered online in Toronto and Montreal in 2008 and 2009 for which university-trained applicants were requested by email submission. An organization-size difference in employer response to Asian names on the resume exists when the Asian-named applicant has all Canadian qualifications (20% disadvantage for large employers, almost 40% disadvantage for small employers) and when they have some or all foreign qualifications (35% disadvantage for large employers, over 60% disadvantage for small employers). Discrimination in smaller organizations is most pronounced in considering applicants for jobs at the highest skill levels. As well, whereas the Asian-name disadvantage is overcome in large organizations when the applicant has an additional Canadian master’s degree, this is not the case in smaller organizations. It is suggested that large organizations discriminate less frequently because they have more resources devoted to recruitment, a more professionalized human resources recruitment process, and greater experience with a diverse staff complement. Experimentation with anonymized resume review may be an inexpensive way that organizations can test their own hiring procedures for discrimination.


1999 ◽  
Author(s):  
William Birkemeier ◽  
Kent Hathaway ◽  
Ravi Sinha ◽  
Kossi Edoh ◽  
Awatif Amin ◽  
...  

Plants ◽  
2020 ◽  
Vol 9 (11) ◽  
pp. 1554
Author(s):  
Chao Liu ◽  
Zhao-Jun Bu ◽  
Azim Mallik ◽  
Yong-Da Chen ◽  
Xue-Feng Hu ◽  
...  

In a natural environment, plants usually interact with their neighbors predominantly through resource competition, allelopathy, and facilitation. The occurrence of the positive effect of allelopathy between peat mosses (Sphagnum L.) is rare, but it has been observed in a field experiment. It is unclear whether the stability of the water table level in peat induces positive vs. negative effects of allelopathy and how that is related to phenolic allelochemical production in Sphagnum. Based on field experiment data, we established a laboratory experiment with three neighborhood treatments to measure inter-specific interactions between Sphagnum angustifolium (Russ.) C. Jens and Sphagnum magellanicum Brid. We found that the two species were strongly suppressed by the allelopathic effects of each other. S. magellanicum allelopathically facilitated S. angustifolium in the field but inhibited it in the laboratory, and relative allelopathy intensity appeared to be positively related to the content of released phenolics. We conclude that the interaction type and intensity between plants are dependent on environmental conditions. The concentration of phenolics alone may not explain the type and relative intensity of allelopathy. Carefully designed combined field and laboratory experiments are necessary to reveal the mechanism of species interactions in natural communities.


2017 ◽  
Vol 42 (3) ◽  
pp. 168-180 ◽  
Author(s):  
K. G. Rubinshtein ◽  
A. N. Safronov ◽  
D. A. Pripachkin ◽  
R. Yu. Ignatov ◽  
S. V. Emelina ◽  
...  

2015 ◽  
Vol 64 (5) ◽  
pp. 669-682 ◽  
Author(s):  
Qingming Wang ◽  
Zailin Huo ◽  
Shaoyuan Feng ◽  
Chengfu Yuan ◽  
Jianhua Wang

1975 ◽  
Vol 17 (12) ◽  
pp. 1427-1439
Author(s):  
A.M. Yepinat'yeva ◽  
M.V. Nevskiy ◽  
O.G. Popova ◽  
N.F. Yukhnin

2013 ◽  
Vol 760-762 ◽  
pp. 656-660
Author(s):  
Jue Wang ◽  
Yan Yan Xu ◽  
Jiao Long Xue ◽  
Zheng Fang

Although mobile advertising seemingly offers practitioners tremendous potential given the ubiquitous nature of reaching subscribers anywhere, we know very little about it. Base on field experiment data, the developed zero-inflated Poisson model reveals that distance, promotion and product type could affect sales impact of advertising while using wireless telecommunication technology. When estimating the model, we use latent instrument variable (LIV) approach to rule out possible endogeneity problem. The empirical results indicate that distance, promotion, product type trigger sales respectively, while only promotion increases sales amount.


2012 ◽  
Vol 20 (10) ◽  
pp. 2275-2282 ◽  
Author(s):  
于树海 YU Shu-hai ◽  
王建立 WANG Jian-li ◽  
董磊 DONG Lei ◽  
刘欣悦 LIU Xin-yue

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