Short answer
Design systems and processes that actively counteract potential biases, ensuring that hiring decisions are based solely on qualifications and not on external, unrelated environmental factors.
- Field
- Innovation & Markets
- Source
- American Journal of Sociology (2019)
- Method
- Quasi-experimental correspondence study combined with archival data analysis.
- Sample
- 368 job applications, 184 hiring establishments, 5,226 crime events.
- Evidence
- Strong effect
Employers are less likely to offer job callbacks to Black applicants when their businesses are located near recent violent crime incidents, regardless of the applicant's criminal record. This innovation & markets research insight is drawn from a 2019 study published in American Journal of Sociology. Using Quasi-experimental correspondence study combined with archival data analysis. with 368 job applications, 184 hiring establishments, 5,226 crime events., researchers explored how this design variable affects real-world outcomes. The key design takeaway: Design systems and processes that actively counteract potential biases, ensuring that hiring decisions are based solely on qualifications and not on external, unrelated environmental factors.
Violent Crime Exposure Reduces Employer Callback Rates for Black Applicants by 10%
Employers are less likely to offer job callbacks to Black applicants when their businesses are located near recent violent crime incidents, regardless of the applicant's criminal record.
American Journal of Sociology · 2019
Key Findings
- 01Black job applicants received 11 percentage points fewer callbacks than White or Hispanic applicants.
- 02Applicants with a criminal record received 12 percentage points fewer callbacks than those without.
- 03Recent exposure to nearby violent crimes reduced callback rates for Black applicants by 10 percentage points, irrespective of their criminal record.
- 04Violent crime exposure did not significantly affect callback rates for White or Hispanic applicants.
Application
Design takeaway
Design systems and processes that actively counteract potential biases, ensuring that hiring decisions are based solely on qualifications and not on external, unrelated environmental factors.
How to apply
When designing recruitment platforms or HR software, incorporate features that anonymize applicant information or use blind review processes to reduce the influence of factors like location-based crime rates.
Project actions
- 01Consider how the physical or social environment of a product's use might influence user perception or behavior.
- 02Investigate if external factors, not directly related to the product itself, could inadvertently create disadvantages for certain user groups.
Method & Evidence
Variables
Strengths & Limitations
Strengths
- +Combines a controlled correspondence study with real-world archival data.
- +Addresses a critical social issue with direct implications for employment equity.
Limitations
The study's findings are specific to the context of hiring and may not directly translate to other design fields without careful consideration. The definition of 'exposure' to crime could be more nuanced.
Reliability & validity
The use of a correspondence study with archival data provides a degree of ecological validity. The quasi-experimental design allows for causal inference, though direct experimental manipulation of crime exposure is not feasible. Reliability is supported by the systematic application of the methodology across many applications and establishments.
Think critically
How can designers create systems that are resilient to external societal biases, ensuring fair outcomes for all users, even when those biases are unconscious?
Design Principles
"Design for objective evaluation by isolating decision-making from extraneous contextual influences."
This highlights a significant, yet often overlooked, external factor that can exacerbate existing biases in hiring practices. Designers and businesses need to be aware of how environmental context can unconsciously influence decision-making, leading to discriminatory outcomes.
What This Means for Your Design
This study shows that if a business is near a recent violent crime, employers are less likely to call back Black job applicants, even if they have no criminal record. It's like the environment around the job affects who gets a chance.
How to use in your project
- 1.Use this research to justify the need for bias mitigation strategies in your design process, especially if your project involves user selection or evaluation.
Add to My Project
Quick Cite
Paragraph starter
This research highlights how external environmental factors, such as proximity to violent crime, can introduce bias into hiring decisions, disproportionately affecting Black applicants. This underscores the importance of designing systems that actively mitigate such biases to ensure equitable opportunities.
Source
American Journal of Sociology
Race, Place, and Crime: How Violent Crime Events Affect Employment Discrimination
journal · 2019
View sourceQuestions About This Research
- What does the research say about violent crime exposure reduces employer callback rates for black applicants by 10%?
- Design systems and processes that actively counteract potential biases, ensuring that hiring decisions are based solely on qualifications and not on external, unrelated environmental factors. Evidence: American Journal of Sociology (2019).
- Why does "Violent Crime Exposure Reduces Employer Callback Rates for Black Applicants by 10%" matter for design?
- This highlights a significant, yet often overlooked, external factor that can exacerbate existing biases in hiring practices. Designers and businesses need to be aware of how environmental context can unconsciously influence decision-making, leading to discriminatory outcomes.
- How can designers apply this research?
- Design systems and processes that actively counteract potential biases, ensuring that hiring decisions are based solely on qualifications and not on external, unrelated environmental factors.
- What were the main findings?
- Black job applicants received 11 percentage points fewer callbacks than White or Hispanic applicants.. Applicants with a criminal record received 12 percentage points fewer callbacks than those without.. Recent exposure to nearby violent crimes reduced callback rates for Black applicants by 10 percentage points, irrespective of their criminal record.. Violent crime exposure did not significantly affect callback rates for White or Hispanic applicants.
- What research method was used?
- Quasi-experimental correspondence study combined with archival data analysis. with 368 job applications, 184 hiring establishments, 5,226 crime events..
- How strong is the evidence?
- Evidence strength is rated Strong effect, based on a 2019 journal from American Journal of Sociology.
- What should I do differently in my next project?
- When designing recruitment platforms or HR software, incorporate features that anonymize applicant information or use blind review processes to reduce the influence of factors like location-based crime rates.
- What are the limitations?
- The study focused on a specific urban area (Oakland, California) and may not generalize to all locations or industries. The 'exposure' to crime was defined by proximity and recency, which might not capture all nuances of perceived safety or community impact.