Legal Issues in AI: Bias and Discrimination

HR Examiner

Bias and discrimination are often used interchangeably. But this example is a research question, not discrimination. Discrimination is a legal term that means making an employment decision that adversely affects an individual or group in a protected class.

Are Your Diversity and Inclusion Efforts Only Skin Deep?

DecisionWise

In other words, he wanted the reputational benefits of diversity but was missing the more critical advantages that come with the inclusion of diverse thought. Companies that have ethnically diverse leadership teams were 33 percent more likely to outperform their peers.

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Diversity, Inclusion and The Workplace

HR Counselor's Corner

Workplace diversity is understanding, accepting, and valuing differences in people. Differences in education, as well as personalities, skill sets, experiences, is also included in the definition of diversity. So, what does it mean to have Diversity and Inclusion in your workplace?

Independence Day Commemorates Freedom … from Discrimination

Accurate Background

This act was a landmark civil rights and labor law prohibiting discrimination in public places, providing for the integration of schools and other public facilities, and made employment discrimination illegal.

Can HR really fix organisations’ diversity problems?

cipHR

Instances of racism, harassment and discrimination have, for many workers who identify as part of a minority group, sadly been part of and parcel of working life for too long. HR can also draw in more diverse talent by thinking carefully about the language used in jobs ads.

EEOC to Host Public Meeting on “Big Data and Employment Discrimination”

Berkshire Associates

The Equal Employment Opportunity Commission (EEOC) will host a public meeting next Thursday, October 13, 2016, at 1:00 P.M. Eastern Time to discuss “Big Data and Employment Discrimination.” Affirmative Action Diversity Workplace Discrimination

How to Promote Diversity and Inclusion in the Workplace

Best Money Moves

How to promote diversity and inclusion in the workplace. New research on diversity and inclusion initiatives and how they can lead to higher profitability. How to Promote Diversity and Inclusion in the Workplace. Adopt a Systemic, Business-Led Approach to Diversity and Inclusion.

EEO: Everything you need to know to be an equal opportunity employer

Workable

Equal Employment Opportunity (EEO) refers to fair, unbiased treatment in the workplace. Employers are prohibited from discriminating against existing or potential employees based on protected characteristics, including: Race / color. The Equal Pay Act of 1963 (EPA).

The Top 20 Diversity Titles [with Descriptions]

Ongig

Which diversity titles work best for you and your team? My team and I looked at the best practices at leading companies as well as the most popular diversity titles requested on Google (via ahrefs and Google’s Keyword Tool). Diversity vs Inclusion vs. Equity.

Without Retention, Diversity Efforts Fall Short

Reflektive

Building diversity in the workplace is an initiative HR leaders cannot afford to miss. Companies with diverse workforces are proven to deliver higher performance and greater innovation. Therefore, many technology companies are directing large sums of money to increase internal diversity metrics and cultivate a broader pipeline of minority candidates. Despite investment in equal-opportunity hiring practices, diversity numbers are unimpressive Click To Tweet.

Learning Corner With Jeffrey Pfeffer: Why It’s Important to Include Age in Diversity and Inclusion Efforts

Cornerstone On Demand

At Stanford University, during the 2018-2019 academic year, virtually every meeting of the faculty senate included a report—or two—on the university’s diversity efforts. Clearly, diversity and inclusion are becoming a priority for all types of organizations.

How to Renew Focus on Diversity, Inclusion and Gender Equity

AbelHR

This attention should be focused creating a diverse, inclusive culture for all the benefits and perspective that employees of different backgrounds bring to the table, not because it is required by law to not discriminate on grounds of race, ethnicity, gender, age, or other perceived differences.

The case for diversity

HR Daily Advisor

While few American businesses self-report on diversity data , workplace discrimination and inclusion are near-daily topics in the media. To underscore the criticality of workplace diversity, let’s take a look at how inclusion and diversity are tied to corporate performance.

Why You Should Run a Diversity and Inclusion Survey

TalenX

While diversity and inclusion (D&I) is a term that is commonly thrown around among HR professionals in the corporate world, it is much more than a human resource program. On that end, a diversity and inclusion survey becomes essential for companies that wish to understand where they stand.

Confessions of a Reluctant Feminist: My Role In Perpetuating Workplace Discrimination

Inpower Coaching

The lack of workforce diversity affects virtually every business. We need to figure out how to fight the kind of workplace discrimination that creates cultural uniformity in our businesses for two reasons. I did not always perceive the challenges of diversity this clearly.

Not Enough: Diversity and Inclusion and Why It’s Falling Short Right Now

Flimp Communications

Over the last decade, there have been a flurry of HR initiatives to increase diversity and inclusion. The response, in a lot of cases, was for HR to organize training and seminars around diversity and inclusion.

Use 'The Interruption Strategy' to Tackle the Diversity Gap

Cornerstone On Demand

population will soon be more diverse than ever: Census data suggests there will be no ethnic majority in the next 10 to 30 years. Williams writes, “When an organization lacks diversity, it's not the employees who need fixing. " There are many emerging strategies to increase diversity and eliminate bias in organizations — including several focused on using big data to tackle the problem. Do they have equal pay to their majority counterparts?

AI is not a Quick-Fix Solution for Discrimination

HRExecutive

However, the emergence of AI has sparked a fascinating and important debate: Do machines making decisions that were once made by humans reduce or even eliminate discrimination—or can they actually increase bias?

Today is Equal Pay Day: Can HR Technology Help Close the Gender Pay Gap?

SumTotal

What is Equal Pay Day? In the UK, it is the day when based on data about average pay, women overall stop being paid compared to men. Gender pay gap reporting is based on hourly wage, and therefore, numbers of hours worked does not impact the data.

While Companies Make Strides Towards Diverse Workplaces, Political Diversity Struggles in Tech

Select Software Reviews

Despite increased pressure to create a more diverse and inclusive workplace, diversity is still an area where many companies struggle. Businesses also fail to create an inclusive workplace when they focus on hitting diversity quotas rather than on shifting the company culture.

Don’t blame AI for gender bias – blame the data

Workable

The reason: its resume-analyzing AI discriminated against women by penalizing their resumes. But, as reported, the data the system was fed to learn how to score candidates was “successful resumes” and “unsuccessful resumes” from the past 10 years.

AI Hiring: Bias in the Code

HR Examiner

“While it is true that a machine can do a better job at relentlessly sticking to a narrow script, it cannot see or understand things that are not in the data. Small hints of social class unmeasured in the core data can prompt a skew within a given category.

How to Take Action: Strategies for Creating a More Diverse and Inclusive Workplace in 2018

HR Daily Advisor

The volatility of 2017 further surfaced a number of longstanding and important issues, like racial and gender equality and diversity of thought in the workplace. For ethnic and culture diversity, companies in the top quartile were 33% more likely to outperform on profitability.

The New Meaning of the Equal Pay Act?s Promise of Pay Equity

HR Daily Advisor

Never before has the Equal Pay Act (EPA) gotten so much attention. Each of the three defenses can be established through easily obtainable objective data on length of service or performance. That language would apply with equal logic to pay associated with promotions and job transfers.

Encouraging Signals: More Job Postings cite LGBTQ Diversity in Hiring

Burning Glass Technologies

Over the past five years, Burning Glass Technologies data shows major increases in the number of job postings that include terms like gender identity and sexual orientation, particularly as part of equal opportunity employment statements.

Surprise: Big Perks Don’t Always Equal Happier Female Employees

TalentCulture

In September, a female employee sued Microsoft for gender discrimination. When we look at all these revolutionary changes, we may conclude that companies are simply acting in their own best interest, now that the business case for diversity has been made.

Is blind recruiting actually, well, gender-blind?

Oleeo

Gender equality is a topical issue -- and increasingly college and university talent pools are becoming sources to help businesses hit targets. Used well, blind recruitment can help with fair screening ensuring non-discriminative shortlisting.

Should Your Company Sign the White House’s Equal Pay Pledge?

Workology

Yesterday the White House held a summit on women’s issues that including talks, press announcements, a new final rule on discrimination against transgender people in the workplace , and the signing of an agreement by 28 major US companies, including Amazon, Johnson & Johnson, PepsiCo and more, to work quickly to close the gender pay gap. The Equal Pay Pledge. HR diversity equal pay pledge equality gender pay gap hiring

Uncoded Bias in AI Hiring

HR Examiner

Small hints of social class unmeasured in the core data can prompt a skew within a given category. So, while it is true that a machine can do a better job at relentlessly sticking to a narrow script, it cannot see or understand things that are not in the data.

Gender Pay Equality Lawsuits Prove Expensive for Companies

LaborSoft

Pay Equality Lawsuits Proving Expensive for Companies. Compensation Discrimination Pay inequality isn’t limited to Hollywood or the Silicon Valley. Studies have found that the pay gap widens for diversity and disability employees despite the Department of Labor’s (DOL) rulings that make such practices unlawful. We help you expedite the case management process and provide the data and analytics needed to oversee your workforce and identify at-risk areas. -.

Alleged Pay Discrimination at Google Makes Marc Benioff and Salesforce Look Amazing.

The HR Capitalist

At the time, I thought the move was brilliant, as it changed the conversation about workforce diversity to one of workforce equality - an equal goal that once achieved, was bound to change the narrative related to how much slack the world was going to give Salesforce for having some work to do on the diversity front. Not only did they change the narrative related to diversity (important, but so it equality, people!),

Let’s Be Honest About Diversity: Age Matters Too

TalentCulture

The conversation about diversity is finally opening up. We have a long way to go, but gender and ethnic equality are firmly on the agenda. Such a range has the potential for significant diversity of thought and action. Diverse Workplaces have Tangible Benefits.

#HotInHR: Tech Hiring Tons of Talent, Suit Aims To Keep LinkedIn Data Public, Workers Win Only 1% of Civil Rights Lawsuits

Advos

HotInHR: Tech Hiring Tons of Talent, Suit Aims To Keep LinkedIn Data Public, Workers Win Only 1%… Click To Tweet. A new analysis of employee lawsuits finds a low success rate for discrimination, harassment, or retaliation, and highlights the U.S.’s Tags: Women, Diversity.

Retain Your Diverse Workforce with a Three-Pronged Approach

Oracle HCM - Modern HR in the Cloud

Diversity no longer means having a few representative people who look different from the majority of your workforce. Diversity today is a key driver of organizational financial performance, and we need to consider diversity of markets, customers, ideas, and talent. Turnover Data.

EEOC Approves Strategic Enforcement Plan

HRWatchdog

The Equal Employment Opportunity Commission (EEOC) recently approved an updated Strategic Enforcement Plan (SEP) , which sets national priorities for fiscal years 2017-2021. Discrimination Equal Employment Opportunity Commission (EEOC