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. HR Analytics

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. HR Analytics

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How to Protect Yourself From Biased Analytics

Ultimate Software

Analytics are super cool. While these are all great, admirable goals, analytics pose risk too. One of the biggest risks analytics pose is unlawful discrimination. We’ve known that analytics can be discriminatory for a while now.

Using HR Analytics and Big Data in the Workplace

EmployeeConnect

The concept of using Big Data and HR Analytics in the workplace has become a debatable issue when it was revealed how certain employers are using the help of outside data firms to forecast the health risks of its employees. People expressed their concerns as they felt that their personal and sensitive health information is in jeopardy because if their employers have access to this personal data it can be used in ways which may not be in their favour. Analytics

4 Ways HR Analytics Can Improve Workplace Diversity

Cornerstone On Demand

In the next 10 to 30 years, census data says that there will be no racial or ethnic majority in the United States. However, after years of trying to promote diversity by eliminating bias and discrimination in the workplace by legal means, it still exists. The U.S.

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

Berkshire Associates

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

Interview with Littal Shemer Haim, People Analytics Consultant

Analytics in HR

At UNLEASH Amsterdam I was lucky to run into Littal Shemer Haim , an independent people analytics consultant based in Israel. Littal has 25 years of experience doing analytics, starting long before the field was even called people analytics. HR Analytics

Gender Pay Gap and People Analytics: A Practice with Open Data

Littal Shemer

Gender Pay Gap and People Analytics: A Practice with Open Data. Educating and mentoring HR professionals to embrace the practices of People Analytics is a challenge. However, one issue remained unsolved for years: The lack of open HR data to practice on. People Analytics

The Dilemma of Predictive Analytics for HR

OmegaHR Solutions

It turns out the article was actually the forward to the book Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie or Die by Eric Siegel. Predictive analytics is amoral. Both Siegel and Davenport point out that predictive analytics, like technology advances, is amoral.

HR Moments Matter: 3 Compensation Challenges Solved With People Analytics

Visier

Being a people analytics expert doesn’t mean you need years of technical experience. Rather, it’s about knowing where to focus and using the right technology to make analytics more accessible. Recommended Read: The Recruiting Data Goldmine Your Applicant Tracking System Is Hiding ].

HR Moments Matter: 3 Compensation Challenges Solved With People Analytics

Visier

Being a people analytics expert doesn’t mean you need years of technical experience. Rather, it’s about knowing where to focus and using the right technology to make analytics more accessible. Aha Moments and HR Analytics.

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. Total Rewards big data HR analytics HR metrics

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People Analytics and AI in the Workplace: Four Dimensions of Trust

Analytics in HR

AI and People Analytics have taken off. Companies use surveys and feedback tools to get our opinions, new tools monitor emails and our network of communications (ONA), we capture data on travel, location, and mobility, and organizations now have data on our wellbeing, fitness, and health.

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? " I'm sorry, data-loving colleagues, but the job of recruiting should not be left to software alone.

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Data or Intuition: When Should HR Rely on the Numbers?

Cornerstone On Demand

So, how do you know when it makes sense to use data and when to trust your gut? Yes, personality can be one of the items on your checklist, but using objective data allows you to avoid making an irrational—and sometimes illegal—decision. Do you operate on gut feelings a lot?

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What Employee Analytics Won't Tell You

nettime solutions

Many businesses are reaping the benefits from employee data analytics. What many businesses are beginning to focus on in addition to performance is employee analytics. Objections to be Aware of Regarding Employee Analytics. labor analytics employee engagement

Top 5 Trending HR analytics Articles of October 2018

Analytics in HR

Here at Analytics in HR, we’re definitely noticing the weather changes. Enjoy the following top articles in the HR Analytics space of October 2018! #5: 5: 3 common mistakes that can derail your team’s predictive analytics efforts. Clean data? HR Analytics

Boosting Employee Retention with Predictive Analytics

Analytics in HR

However, I will address a strategy of identifying employees at risk, and how employee surveys, segmentation, and predictive analytics can help. Predictive Analytics. Our mission, then, is to employ predictive analytics and ‘score’ which employees are at risk of churn versus those who are stable. Without going too much into the math, the data is matched for employees where each row is an employee and each column is a record of some sort. HR Analytics

The Compliance Downside of Big Data

Workology

The use of big data in human resources is all the rage today. More and more companies, at least the large ones, are collecting and using employee and prospect data to be able to make determinations about their workforces. The data is being used for promotions, terminations as well as new hires and it should be. There is however, a downside of the use of that data. The Risks of Big Data. A major risk is that of disparate impact discrimination.

EEOC to Tackle Use of Big Data in Employment

HRWatchdog

Does big data trigger discrimination claims? The Equal Employment Opportunity Commission (EEOC) will hold a public meeting tomorrow “Big Data in the Workplace: Examining Implications for Equal Employment Opportunity Law.”

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Are You Making the Most of Your HR Data? Here’s What Businesses Are Doing with HR Analytics

Evil HR Lady

HR data is a rapidly evolving field. Despite the potential, the availability of data and tech can be overwhelming. Why do organizations collect HR data and how are they making the most of it? What Types of HR Data Should You Track? You can track just about everything, but you don’t want data overload. In employee relations, 100 percent of responding companies said that they track the type of offense (harassment, discrimination, etc.),

Paycor Recruiting Reporting and Analytics

Paycor

Executives can make data-driven hiring decisions and improve ROI. Make data-driven decisions. Our dashboards and hiring analytics make sure nothing slips through the cracks. No manual data capture. based employer to eliminate discrimination in their hiring processes.

How to Use People Analytics and Recognition to Strengthen Culture

Bonusly

Data and analytics are the next big thing in HR, but do you really know how to implement your findings in meaningful ways? Still, HR analytics is relatively new and often undervalued. What’s the big deal about data? Analytics is more than analysis. Collect data.

Predictive Analytics in HR: Our Crystal Ball Says …

SMD HR

This fourth prediction is probably the most important for you to consider as you develop analytical capabilities in your organization. 4 Bad Analytics Leads to Bad Business. There are lots of vendors jumping on the analytics bandwagon. Analytics Big DataPart IV.

Get Your Crystal Balls Ready, HR Data Ninjas

SuccessFactors

There is a way to avoid this continuing to happen… HR, it is time to embrace your inner Data Ninja! HR analytics and workforce planning. This means that 78% struggled to connect and analyze workforce data as a basis for talent-related discussions.

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. Collect data efficiently.

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Recruiting Best Practices- Your Technology and You

HRchitect

Acquiring new talent in your organization requires you to navigate around laws regarding discrimination, confidentiality of candidate information and a fiscal responsibility to your organization through timely hires and adherence to salary expectations. Data Security.

EEO-1 Component 2 Pay Data Analysis

Biddle Consulting

External Pay Equity: The OFCCP will measure pay equity between companies; specifically, they will compare a company’s EEO-1 Pay Data against others in the relevant business sector. The OFCCP is less clear on their strategy to measure external pay equity with the EEO-1 pay data.

Another SMD Prediction Validated: Bad Analytics Leads to Bad Business

SMD HR

At the end of last year, we developed a “Crystal Ball” prediction series about predictive analytics in HR, and how this approach will impact you, your organization and the HR field in the future. Bad Analytics Leads to Bad Business. Analytics

Analytics Leaders Discuss New Trends

Bersin with Deloitte

Last week I attended the Talent Analytics Leadership Roundtable hosted by Northwestern University and co-sponsored by Sears Holdings Corporation. The event included over 20 talent analytics thought leaders from companies in high tech, retail, financial services, manufacturing, and service industries - a veritable Dream Team of analytics brainpower. HR needs an advanced analytics capability to be able to assess the accuracy of these models.

Analytics Leaders Discuss New Trends

Bersin with Deloitte

Last week I attended the Talent Analytics Leadership Roundtable hosted by Northwestern University and co-sponsored by Sears Holdings Corporation. The event included over 20 talent analytics thought leaders from companies in high tech, retail, financial services, manufacturing, and service industries - a veritable Dream Team of analytics brainpower. HR needs an advanced analytics capability to be able to assess the accuracy of these models.

Analytics Leaders Discuss New Trends

Bersin with Deloitte

Last week I attended the Talent Analytics Leadership Roundtable hosted by Northwestern University and co-sponsored by Sears Holdings Corporation. The event included over 20 talent analytics thought leaders from companies in high tech, retail, financial services, manufacturing, and service industries - a veritable Dream Team of analytics brainpower. HR needs an advanced analytics capability to be able to assess the accuracy of these models.

Analytics Leaders Discuss New Trends

Bersin with Deloitte

Last week I attended the Talent Analytics Leadership Roundtable hosted by Northwestern University and co-sponsored by Sears Holdings Corporation. The event included over 20 talent analytics thought leaders from companies in high tech, retail, financial services, manufacturing, and service industries - a veritable Dream Team of analytics brainpower. HR needs an advanced analytics capability to be able to assess the accuracy of these models.

Analytics Leaders Discuss New Trends

Bersin with Deloitte

Last week I attended the Talent Analytics Leadership Roundtable hosted by Northwestern University and co-sponsored by Sears Holdings Corporation. The event included over 20 talent analytics thought leaders from companies in high tech, retail, financial services, manufacturing, and service industries - a veritable Dream Team of analytics brainpower. HR needs an advanced analytics capability to be able to assess the accuracy of these models.

Analytics Leaders Discuss New Trends

Bersin with Deloitte

Last week I attended the Talent Analytics Leadership Roundtable hosted by Northwestern University and co-sponsored by Sears Holdings Corporation. The event included over 20 talent analytics thought leaders from companies in high tech, retail, financial services, manufacturing, and service industries - a veritable Dream Team of analytics brainpower. HR needs an advanced analytics capability to be able to assess the accuracy of these models.