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The purpose of this paper is to explore how both gender and facial attractiveness affect job candidates’ chances of obtaining interviews in China’s dynamic internet job board labor market. It examines how discrimination based on these attributes varies over occupation, location, and firms’ ownership type and size.

The authors carry out a resume audit (correspondence) study. Resumes of fictitious applicants are first carefully crafted to make candidates appear equally productive in terms of their work histories and educational backgrounds. The authors control gender and facial attractiveness. The authors establish the facial attractiveness of candidate photos via an online survey. In total, 24,192 applications are submitted to 12,096 job postings across four occupations in six Chinese cities. Callbacks are carefully tracked and recorded. Discrimination is estimated by calculating the differences in the rates of callbacks for interviews received by individuals whose applications vary only in terms of facial attractiveness and gender. The authors reuse the same resumes repeatedly through this project such that names and photos of each of the candidates: attractive man, attractive woman, unattractive man, and unattractive woman is attached to each resume hundreds of times for each occupation in each city.

The authors find sizable differences in the interview callback rates of attractive and unattractive job candidates. Job candidates with unattractive faces need to put in 33 percent more applications than their attractive counterparts to obtain the same number of interview callbacks. Women are preferred to men in three of the four occupations. Women, on average need put in only 91 percent as many applications as men to obtain the same number of interview callbacks.

The analysis of this paper focusses on only four different occupations. Its scope is also limited to exploring only the first part of the hiring process – obtaining a job interview. Furthermore, its fictitious applicants are all young people, approximately 25 years old. It would be useful to explore how gender and facial attractiveness affect candidates’ chances of landing a job after getting an interview.

This paper contributes to and expands the literature on hiring through China’s internet job boards. It also contributes to the literature on the role of facial attractiveness in hiring.

The purpose of this paper is to explore whether single and married female job candidates’ un/employment histories differentially affect their chances of obtaining interviews through China’s internet job boards, and to consider whether firms’ discrimination against, and/or preference for, candidates who are un/employed vary with the duration of unemployment spells.

Resumes of fictitious applicants are carefully crafted in terms of realistic work histories and educational backgrounds. Candidates’ experiences of unemployment and the revelation of their marital status are controlled. Over 7,000 applications are submitted to real job postings. Callbacks are carefully tracked and recorded. Linear probability models are employed to assess the roles of particular characteristics.

The marital status of female candidates affects how recruiters screen their applications. While current spells of unemployment, whether short or long term, significantly reduce married women’s chances of obtaining job interviews in the Chinese context, they strongly increase the likelihood that single women will be invited for interviews. Chinese firms appear to “forgive” long-term gaps in women’s employment histories as long as those gaps are followed by subsequent employment.

This paper is the first to explore how marital status affects the ways that firms, when hiring, interpret spells of unemployment in candidates’ work histories. It is also the first to explore the effects of both marital status and unemployment spells in hiring in the context of China’s dynamic internet job board labor market.

The purpose of this paper is to recommend the use of internet data for social sciences with a special focus on human resources issues. It discusses the potentials and challenges of internet data for social sciences. The authors present a selection of the relevant literature to establish the wide spectrum of topics, which can be reached with this type of data, and link them to the papers in this International Journal of Manpower special issue.

Internet data are increasingly representing a large part of everyday life, which cannot be measured otherwise. The information is timely, perhaps even daily following the factual process. It typically involves large numbers of observations and allows for flexible conceptual forms and experimental settings.

Internet data can successfully be applied to a very wide range of human resource issues including forecasting (e.g. of unemployment, consumption goods, tourism, festival winners and the like), nowcasting (obtaining relevant information much earlier than through traditional data collection techniques), detecting health issues and well-being (e.g. flu, malaise and ill-being during economic crises), documenting the matching process in various parts of individual life (e.g. jobs, partnership, shopping), and measuring complex processes where traditional data have known deficits (e.g. international migration, collective bargaining agreements in developing countries). Major problems in data analysis are still unsolved and more research on data reliability is needed.

The data in the reviewed literature are unexplored and underused and the methods available are confronted with known and new challenges. Current research is highly original but also exploratory and premature.

The paper reviews the current attempts in the literature to incorporate internet data into the mainstream of scholarly empirical research and guides the reader through this Special Issue. The authors provide some insights and a brief overview of the current state of research.

This paper discusses the factors to consider when designing studies to measure hiring discrimination against transgender job applicants.

The paper builds on academic literature related to hiring discrimination and transgender employment to build a detailed discussion of the numerous factors and issues inherent in hiring discrimination against transgender job applicants. By isolating and describing a number of relevant considerations, the paper aims to act as a guide for future studies to build upon.

Three types of hiring discrimination studies are discussed: correspondence tests, in-person experiments and student cohort experiments. Three main categories of factors relevant to an experiment’s design are then discussed: the legal context, industry/role factors and transgender population-specific factors. A flow-chart detailing the research design decision-making process is provided.

The discussion within this paper will act as a reference and a guide for researchers seeking to address the dearth of empirical studies in the literature. The list is not exhaustive; while a number of factors relevant to transgender-specific studies are identified, there may be more that could affect an experiment's design.

Hiring discrimination against transgender people has been recorded in many surveys, but there is little empirical measurement of this discrimination. To the author's knowledge, this paper is the first to examine the experimental design decisions related to transgender hiring discrimination. In doing so, it provides contributions for two primary audiences: those researching transgender employment issues but who have never conducted a study measuring hiring discrimination; and those who have previously conducted studies on hiring discrimination, but have not done so with reference to transgender job applicants.

The purpose of this study is to investigate whether ethnic discrimination is present in the Russian labor market and whether it has a significant economic effect on the potential salaries of applicants.

Data were collected using a correspondence audit for four experimental male applicants with identical professional and personal characteristics while differing only in applicant name as a signal of applicants' ethnic background. Implied ethnicities include Russians, Armenians, Jews and North Caucasians. Résumés were sent out to 800 real unique vacancies on behalf of the experimental applicants with a geographic focus on the capital Moscow.

The results of the analysis suggest that there is a significant difference in treatment in both response rate and potential average salaries on ethnic grounds. Disadvantaged groups were found to be systematically pushed into jobs paying 15% less monthly wage.

The study investigates the existence of ethnic discrimination in the Russian labor market and furthermore economically quantifies the effects of discrimination.

There has been an increasing number of allegations of discrimination toward US employees and anecdotal indications of immigrant employee exploitation in the information technology sector. The purpose of this paper is to investigate if applicants’ work visa status causes native-born applicants to be treated differentially (less favorably) than foreign-born applicants.

A correspondence study design is used to observe differential screening processes by measuring the frequency of favorable job application responses received by foreign-born applicants compared to equally skilled native-born applicants.

Results from the study suggest that fictitious Asian foreign-born applicants who demonstrate the need for H-1B work visa sponsorship for employment receive significantly more favorable e-mail responses to job ads than US native-born applicants. Moreover, white native-born applicants are approximately 23 percent less likely than Asian foreign-born applicants to receive a request for an interview.

Because of the chosen method, the research results may lack generalizability. The hypotheses should be tested further by targeting more geographical locations, a variety of industries and using qualitative methods in future research.

The paper includes implications for hiring managers who wish to reduce their liability for employment discrimination and foreign-born job seekers wishing to manage their expectations of the recruitment process.

This paper fulfills an identified need to empirically study how the work visa status of job seekers affects early recruitment as increasingly more anecdotal evidence of immigrant exploitation and discrimination in the technology sector is reported.

Mentioning car and motorcycle licences on a resume sends a signal of strong mobility, which should increase the chances of getting a job in congested traffic areas. The purpose of this paper is to examine whether this is the case for both women and men.

The authors implement an experimental design in order to test for the existence of gender discrimination. The authors use the first-order stochastic dominance (FOSD) criterion and estimate components models.

The authors find that holding a motorcycle licence leads to a counterproductive selection of female candidates, since the highest commuting mobility meets the lowest hiring rate.

The methodology developed in the paper can be used for all correspondence test data.

The authors examine effects that have not been observed thus far in the literature, namely, the effects of gender crossed with the effects of the class of driving licence that is mentioned on the resume. The authors also advocate the use of the FOSD criterion to discrimination studies.

The purpose of this paper is to evaluate the true level of discrimination against openly gay and lesbian applicants in hiring decisions in OECD countries as well as on its determinants.

The author presents an overview of all studies conducted in order to test for discrimination against homosexual applicants in the labor market by the correspondence testing method. Moreover, the author performs a meta-analysis of correspondence tests from 18 separate studies conducted in OECD countries to test sexual orientation discrimination, containing more than 70 estimates of effects and representing a total of more than 50,000 resumes sent to employers. In addition to presenting overall results, the author focus on subgroups of specific correspondence tests in order to highlight the differences across gender, type of jobs, procedure, continent and type of information provided in applications.

The author provides evidence that sexual orientation discrimination occurs in the labor market in OECD countries, such that openly homosexual applicants face similar discrimination as ethnic minority applicants. Discrimination is significantly greater in the selection process for low-skilled than for high-skilled jobs. In the selection process for low-skilled jobs, lesbian candidates face significantly lower discrimination than gays (except in jobs that are considered “women’s” jobs). Discrimination is significantly higher in Europe than in North America. Moreover, the way sexual orientation is signaled may influence the level of discrimination found. Finally, discrimination against homosexual applicants is not only a matter of preferences: providing more positive information in applications significantly reduces the level of discrimination.

This paper offers the first quantitative analysis of sexual orientation discrimination in OECD countries through meta-analyses.

Purpose – In this chapter, we introduce the Internet-based field experiment (IBFE) that offers numerous advantages for bringing stratification processes “back into” the study of religion. We present preliminary results from a study of class and race discrimination using this approach.

Design/Methodology/Approach – Using names of fictitious characters, we sent e-mails to a nationally representative sample of 4,680 U.S. Christian churches asking about possible membership. The e-mails varied only in the perceived race and class of the senders. We utilize a mixed methods approach to analyze variation in the content of the church responses.

Findings – Our early findings suggest significant variation by race/class manipulation, religious denomination, and region of the country in churches’ responses as well as the length of time they took to reply, the length of the response, the warmth, religious tone, and several other dimensions.

Research limitations/Implications – This study raises new opportunities for Internet-based research on religion in a variety of social settings, but there is not yet a well-established set of “do's” and “don’ts” for how to proceed. We advocate the development of a protocol of best practices as this research method develops.

Originality/Value – This study demonstrates the opportunities and pitfalls of the IBFE and the advantages it provides for studies of stratification and religion. Ours is the first study to apply this emerging method to the study of religion and stratification.

Using the backdrop of an (apparently) extended visit to the West Indies, analogies with key concerns of internal audit are drawn. An unusual and refreshing way of exploring the main themes ‐ a discussion between Bill and Jack on tour in the islands ‐ forms the debate. Explores the concepts of control, necessary procedures, fraud and corruption, supporting systems, creativity and chaos, and building a corporate control facility.