We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    Flat editorial illustration: The article is about joining public web signals with internal business metrics so BI teams can inter
    Alternative Data in BI: Bringing Public Web Data Into Your Dashboards
    23 Min Read
    Flat editorial illustration: The article contrasts passive follower totals with a behavioral path from attention and trust to cli
    Creator Analytics Beyond Follower Count: Seven Metrics That Measure Audience Behavior
    11 Min Read
    Flat editorial illustration: The article connects AI and marketing analytics with managerial judgment grounded in consumer behavi
    How an Online MBA in Marketing Connects AI and Data Analytics
    11 Min Read
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Data Driven Links Between Workplace Productivity and Screening Checks
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > Data Driven Links Between Workplace Productivity and Screening Checks
Big DataExclusive

Data Driven Links Between Workplace Productivity and Screening Checks

Data-driven approaches to employment screening can solve many of the challenges that workplaces face.

Sean Mallon
Sean Mallon
6 Min Read
Data Driven Links Between Workplace Productivity and Screening Checks
Illustration generated with AI.
SHARE

Data-driven organizations are looking for new ways to use data technology to improve their operations. Unfortunately, they don’t always look at every opportunity to leverage it.

Contents
  • Pre-employment screening with data mining tools increases the quality of candidates
  • The benefits of reducing workplace violence
  • How to keep employee turnover down
  • How to reduce workplace theft

Pre-employment background checks are not meant as a burden for the HR department, and they’re an effective tool to increase productivity and profits. One bad hire can cost a company quite a lot. Unfortunately, the concern is not only due to financial losses, but also about the company reputation and public image, which, in the long-term, also translates in loss of revenue.

Big data can play a very important role in solving these challenges. Let’s have a look at some facts.

Pre-employment screening with data mining tools increases the quality of candidates

As a company, you can make it clear from the job ad, that all applicants will have to submit a background check. Even if you don’t do that, word gets around and those interested in applying for a position will know to expect a police check. Instead of sending applicants to the police station or the local post office, you can simply direct applicants to apply online via services like Australian national character check (in Australia or New Zealand) or Equifax (in the U.S.). These organizations use data mining tools to find out everything that they can about the people they are screening.

More Read

Big Data Leads To A Turning Point In Shadow IT
Big Data Leads To A Turning Point In Shadow IT
Understanding The Nature Of Proxy Servers In The Big Data Age
10 Stellar Ways Big Data And PPC Campaigns Work Together
How Big Data Analytics Reveal Your Most Intimate Secrets
Blockchain ETFs Offer Awesome New Crypto Investment Opportunities

You will notice a sudden increase in the quality of your job applicants when you take a data-driven approach to employment screening. First of all, that’s because people with some offenses on their criminal record will stay away.

At the same time, honest people will be encouraged to apply for a job with a company that takes employee safety seriously.

On the other hand, if candidates understand that you have strict pre-employment screening policies that use state-of-the-art data mining tools they will be less likely to lie on their resumes. This is one of the biggest advantages of using big data for new employment models.

The benefits of reducing workplace violence

According to the US Department of Justice, more than 1.7 million workdays are lost every year due to workplace violence. While in Australia, employers have less to worry about the use of firearms, there are still many disturbances caused by people with a tendency for violence, and this can cost millions.

Beyond background checks, many companies are taking additional steps to mitigate threats by implementing physical safety measures alongside digital screenings. In high-population metro areas where public exposure and operational risks are higher, some organizations are turning to specialized personnel for added protection. For instance, companies looking to enhance corporate security often rely on executive protection services in Houston to ensure workplace safety, especially for high-profile staff or during sensitive business operations. Integrating such services with data-driven screening processes further reduces the risk of disruptive incidents and promotes a culture of safety and accountability.

All this could be avoided by performing a quick background check by looking at detailed databases, using the services of an online character check agency. Since everything is done online, this won’t cause any additional problems to the candidates or your HR department.

How to keep employee turnover down

Another benefit of using big data to screen employees is that it helps minimize employee turnover. A bad hire is someone who is not fit for their job or causes too many problems in the workplace and, sooner or later, you’ll have to replace that employee.

Basically, that means more work for the HR and a financial loss for your business. When you have no other solution but to fire someone, that position will be empty for at least some weeks. Forcing the other employees to cover for that is going to cost you overtime payments and the strain placed on your organization will cause inevitable financial losses.

Also, when you do hire someone new, they might need training and the time to adjust to their new environment.

According to a new study, replacing an employee can cost up to five times the monthly salary for that position.

How to reduce workplace theft

Workplace fraud costs Australian businesses an estimated $1.5 a year.

Most employees admit to stealing from their employer. Even replacing the stolen staplers, markers or cleaning supplies means a lot of money, but what you should worry about are people convicted of fraud and embezzlement. These are devious characters who have a scheme in mind from the moment they set foot into your office.

And to think it’s so easy to identify such people by doing a simple background check. Just go online and access the website of the agency you work with. In a couple of days, you’ll have the criminal record check document sent to your email. If it turns out the guy you were considering hiring has several fraud convictions, just let them know the position has already been filled and count your blessings.

TAGGED:big data in businessemployee dataemployee retention
Share This Article
Facebook Pinterest LinkedIn
Share
BySean Mallon
Sean is a freelance writer and big data expert with a passion for exploring the depths of information that can be extracted from massive datasets. With years of experience in the field, he has developed a deep understanding of how data can be harnessed to drive insights and make informed decisions.

Follow us on Facebook

Latest News

Flat editorial illustration: The article is about joining public web signals with internal business metrics so BI teams can inter
Alternative Data in BI: Bringing Public Web Data Into Your Dashboards
Big Data Business Intelligence Exclusive Web Analytics
Flat editorial illustration: A SaaS-editorial scene showing product usage, support patterns, and renewal feedback informing a fle
Using Product Usage Analytics and Support Data to Build a B2B Product Roadmap
Business Intelligence Infographic
From Hiring To Payroll: Managing HR Data Across Business Systems -- AI-generated illustration
From Hiring To Payroll: Managing HR Data Across Business Systems
Big Data Business Intelligence Infographic
Flat editorial illustration: The article is about automating the collection, preparation, and delivery of marketing data across p
From Data to Dashboards: 5 Marketing Reporting Automation Software Picks
Big Data Business Intelligence Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Make These Three AI Marketing Mistakes at Your Peril
Artificial Intelligence

Make These Three AI Marketing Mistakes at Your Peril

9 Min Read
Companies Need to Create Data-Centric Procurement Processes
Big Data

Companies Need to Create Data-Centric Procurement Processes

5 Min Read
Study: Most Executives Consider Big Data Crucial but Lack Strategies
Big Data

Study: Most Executives Consider Big Data Crucial but Lack Strategies

9 Min Read
eCommerce Brands Use Big Data for Logistics and Fulfillment Warehouses Protection
Big Data

eCommerce Brands Use Big Data for Logistics and Fulfillment Warehouses Protection

10 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

From Bolts to Bots: How AI Is Fortifying the Automotive Industry
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
Artificial Intelligence
ai chatbot
How AI Website Chatbots Improve Customer Support and Lead Generation
Chatbots Exclusive

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?