7 HR Data Sets for People Analytics

Analytics in HR

HR data sets are rare finds. In this article, I will list the 7 best HR data sets available online. In addition to the data set, I will also list the challenges in the data. This can be a potential analysis or something to look out for in the data.

7 HR Data Sets for People Analytics

Analytics in HR

HR data sets are rare finds. In this article, I will list the 7 best HR data sets available online. In addition to the data set, I will also list the challenges in the data. This can be a potential analysis or something to look out for in the data.

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Here's Why Intuition Matters In Our Data-Driven Age

Cornerstone On Demand

In the age of analytics, why are we so enamored with reducing the “human" in order to embrace the data? Undeniably ubiquitous, ATS products are used by 75 percent of companies in the United States alone.

Data 444

Cafe Classic: Could Big Data Bring Big Dilemmas?

Compensation Cafe

Editor's Note: Data and analytics are big topics - and big priorities - in a lot of HR shops these days. Specifically, the degree to which Big Data may be creating a new potential and power to discriminate. HR systems are home to a host of demographic data about our employees.

Data 60

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?

Data-driven recruiting 101: How to improve your hiring process

Workable

Traditional recruiting used to rely on luck and intuition more than data, which was time-consuming to amass and analyze. But now, with a wealth of software and analytics tools available on the market, anyone can create a data-driven recruiting process. What is data-driven recruiting?

Data 68

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.

Data 112

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.

#HotInHR: Cyber Monday & Employee Productivity, Google’s New Job Search Tools, Is there a Place for Humor at Work?

HRmarketer

For Tech’s Deepest Problems, Women Are The Canary In The Data Mine (FC). HotInHR: Employee Productivity & Cyber Monday, Google’s New Job Search Features, Is there a… Click To Tweet. How to deal with employee productivity issues on cyber-Monday (HR Gazette). Human resources professionals, however, see Cyber Monday and Cyber Week as a threat to workplace productivity. Tags: Cyber Monday, Employee Productivity. Get HR Funding News Delivered To Your Inbox.

Using Data to Prevent Workplace Harassment

EverFi - HR

It is widely understood that an organization will not be successful–and certainly will not grow and thrive–without robust data on all aspects of its operations. In business, organizations routinely gather and study data about sales, production, margin, and customer satisfaction to name just a few; in higher education, metrics around admissions, graduation rates, endowment, and student satisfaction are carefully monitored. Absenteeism data.

DOL Sues Oracle for Pay Discrimination; Company Says Claims are ‘Political’

HR Daily Advisor

Department of Labor (DOL) has alleged in a lawsuit that tech company Oracle discriminates against employees and applicants on the basis of race and sex. Federal contractors are required to comply with all applicable anti-discrimination laws,” said Thomas M. The U.S.

Harnessing the Power of Pay Comparisons to Drive Productivity?

Compensation Cafe

I'm a long-time proponent of pay process transparency , but have been skeptical of publishing employee-level data. Working harder increases productivity, which ultimately leads to higher profits. .

HRExaminer Radio – Executive Conversations: Episode #322: Jim Stroud, VP, Product Evangelist, ClickIQ

HR Examiner

Guest: Jim Stroud, VP, Product Evangelist at ClickIQ. He now serves ClickIQ as its VP, Product Evangelist. of product evangelists for North America for ClickIQ which is a automated job advertising platform startup in the UK which is now branching out to the U.S.

Are You Buying a Lawsuit with ‘Big Data’? HR Must Ask the Right Questions

HR Daily Advisor

But with the federal government eyeing “big data” as a potential area needing nondiscrimination enforcement, experts say HR must ask the right questions before buying any products or services. Despite the risks, “big data analytics work and they’re not going away,” Marko J.

No ADA Violation for Ramping Up Productivity Demand for Traffic Camera Job

HR Daily Advisor

Under the Americans with Disabilities Act (ADA), an employee who is a qualified individual with a disability may not be subjected to discrimination or an adverse employment action on the basis of her disability. She sued ATS for discrimination and retaliation under the ADA. by Jodi R.

The 10 Best Pieces of HR Content in 2019

Visier

Catch them if you can: How leaders in data and analytics have pulled ahead . McKinsey’s research department has been reporting since 2017 that data and analytics will make a huge impact on businesses within the next decade of work. How are organizations using data to pull ahead?

How AI Can Stop Unconscious Bias In Recruiting

TalentCulture

million to settle a racial discrimination lawsuit with the Department of Labor’s Office of Federal Contract Compliance Programs (OFCCP). As just one high profile hiring discrimination case among many, this latest lawsuit drives home why compliance matters.

Data Show New Trends in Workplace Sexual Harassment Reports

Zenefits

Companies with high rates of workplace sexual harassment often suffer from low morale, poor productivity, and expensive lawsuits. Though the EEOC has long been the enforcer of employment anti-discrimination laws, the #metoo movement has brought more urgency to the issue. The post Data Show New Trends in Workplace Sexual Harassment Reports appeared first on Zenefits Blog. Employers have a legal obligation to maintain a workplace that is free of sexual harassment.

Google’s #MeToo Moment: HR Impact Will Be Felt Far Beyond Silicon Valley

HR Morning

They were the first of thousands of “Googlers” and Google contract workers that walked off the job to protest a company culture that has allowed a “history of harassment, discrimination, and protecting abusers.”.

Does AI Have A Conscience?

SAP Innovation

Technology has created a data-driven world. And now, with the power of artificial intelligence (AI), not only can technology analyze data, it can interpret information to guide or make decisions in many aspects of life, including business. The power of AI is data .

The Risks, Challenges, And Rewards Of Ensuring Medical Data Privacy

SAP Innovation

In the third of a three-part series on how technology is transforming healthcare, Greg McStravick, GM and Global Head, SAP Platform GTM, takes a look at the very real issue of medical data privacy and the risks of stockpiling high-value and highly personal data. While personalized medicine holds great promise, the hazards associated with extensive medical data stores are real. Part 2: Personalized Medicine and Big Data: Opportunities And Pitfalls Of IT Innovation.

11 steps that you can take now to reduce harassment in your workplace

The Employer Handbook

Collect and use data to add value to the Company and to identify weaknesses. Decreased productivity, increased turnover, and reputational harm. Discrimination and Unlawful Harassment Sexual HarassmentBy Derek Jensen ( Tysto ) – Own work , Public Domain, Link.

Study: Pay Scales Tip Toward Gay Men

HRExecutive

examined available data on self-identified gay men, which is harder than it sounds. For this study, he examined data from the nationally representative National Health Interview Survey, which began including sexual orientation in its questionnaires in 2013.

Study 78

Midlife Employees – The Gold Standard of Employment

TalentCulture

Hiring managers tend to assume that older candidates will be less creative, less productive, not as sharp mentally, and more expensive to employ than their younger counterparts—but these stereotypes are rarely backed by data. Ageism is a real thing.

5 HR Trends and Best Practices

Tandem HR

In addition to providing you with background information and data, we’ve included insight into best practices in each of these areas. Harassment and Discrimination. The first step is to develop an anti-harassment and discrimination policy.

Ground Gained in Employer Awareness of True Potential of the Blind

HR Daily Advisor

We hear a lot about recruiting challenges like implicit bias and discrimination that persist despite decades of research and training designed to combat those challenges. ResearchNowSSI conducted the online survey to collect attitudinal data.

Skills?

China Gorman

Data – big, medium and small – are changing the way decisions are being made at every organizational level. Computational Thinking: the ability to translate vast amounts of data into abstract concepts and to understand data-based reasoning. Cognitive Load Management: the ability to discriminate and filter information for importance, and to understand how to maximize cognitive functioning using a variety of tools and techniques.

FLSA Recordkeeping Requirements and the Lilly Ledbetter Fair Pay Act

HR Daily Advisor

There is no required form for the records, but the records must include accurate information about the employee and data about the hours worked and the wages earned. Supplementary records may include timecards, production cards, wage rate tables, piece-rate schedules, and work-time schedules.

Future Friday: AI is not as perfect or unbiased as you may think

OmegaHR Solutions

In his article 4 challenges Artificial Intelligence must address , Ben Dickson says: Machine Learning, the popular branch of AI that is behind face recognition algorithms, product suggestions, advertising engines, and much more, depends on data to train and hone its algorithms….The

I got you a supercharged HR thinking cap to address harassment problems at work

The Employer Handbook

In doing so, they risk laying a foundation for the next crisis, whether it involves other forms of harassment, or discrimination and retaliation. ” Lisa Gelobter, CEO and Co-Founder of tEQuitable “created an independent, confidential platform to address issues of bias, discrimination and harassment in the workplace.” ” The data is then “anonymized and aggregated [for the employer] to identify systemic issues within an organization’s culture.”

Workday Rising Daily: The Culture Imperative

Workday

We also provide recaps from today’s Business Leader Forums: one on how General Electric is using artificial intelligence and machine learning, one focused on data privacy, and another on how several companies have reinvented performance management. Gleaning data insights.

#6Things: It was Always You, Khafka & Goldman Sachs Gets Moral All of a Sudden

marenated HR

It’s called Khafka and it was developed by LinkedIn engineers to handle real-time data streaming. He’s headed to Workable to lend his considerable intellect to an already pretty impressive product. 6ThingsYouNeedtoKnow HR #6Things HR Trends inspiration Job Ads web development Work-Life Balance Workplace Discrimination Workplace InequalityWith Time Off For Good Behavior. via George Larocque ( @glarocque ).

15 Steps For Selecting A Talent Assessment Solution That Predicts Business Performance

Talent Analytics

1st, a system reads “input” data – perhaps assessment scores or CV information. 2nd, the system does some math to apply a “predictive model” to the input data. If you are using a talent assessment alone this is just input data. Do They Care About Your Outcome Data?

I got you a supercharged HR thinking cap to address harassment problems at work

The Employer Handbook

In doing so, they risk laying a foundation for the next crisis, whether it involves other forms of harassment, or discrimination and retaliation. ” Lisa Gelobter, CEO and Co-Founder of tEQuitable “created an independent, confidential platform to address issues of bias, discrimination and harassment in the workplace.” ” The data is then “anonymized and aggregated [for the employer] to identify systemic issues within an organization’s culture.”

Extreme Pay Transparency

Compensation Cafe

To some, transparency means full disclosure of personally identifiable raw naked data. This can have a negative impact on productivity, which in turn can negatively affect the bottom line of the organization. On the other hand, some are arguing that this kind of radical transparency is the only way to identify - and eliminate - pay discrimination. Editor's Note: We are thrilled to welcome Stephanie Thomas back to the line-up of regular Café contributors!

Study 55