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Does Your People Data Lack Consistency

Written by Salary.com Staff

March 5, 2020

Does Your People Data Lack Consistency

Have you ever asked, "Why are we doing this?" and received the response, "That's just how they do it?" A lot of companies have that same mentality when it comes to their people data. But that doesn't mean it has to stay that way.

If your organization lacks consistency in its people data, it could be costing you valuable time and resources. It may even hinder your ability to make informed decisions about your workforce.

So, what can you do to address gaps in consistency? We'll discuss in this article how consistent people data collection and storage while improving efficiency and decision-making.

What Is People Data?

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If you have a business, managing people data is essential. It includes staff contact information, performance reviews, and training logs. The more organized and consistent your approach to tracking and updating this data is, the better.

If not maintained and updated, people data inconsistencies can lead to costly mistakes that can affect your entire organization.

Inconsistent people data can affect employee morale, customer experience, and brand reputation.

Challenges of Data Collection for People Data

Organizations make data collection decisions like this. Organizations can only make data-driven decisions with consistency.

People data collection is hard. Manual intervention and inconsistent analyses can distort results, making data point selection difficult.

Companies must follow data privacy laws and regulations when collecting people data. Organizations can improve data collection by automating processes and standardizing people-related metrics.

Automating processes will reduce manual errors and standardize data collection across departments. To ensure accurate analysis, organizations should clearly define each metric.

Teams can focus on high-level goals without worrying about inconsistencies affecting their results.

Best Practices for Compiling and Managing People Data

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Do you know the best practices for compiling and managing people data? It's important to ensure your data is accurate, consistent, and up to date. Here are some things to keep in mind when creating and maintaining a database of people information:

Set Standards

Develop a uniform set of standards and guidelines so that all entries in the database are consistent. These standards should cover every aspect of data entry, from formatting to spellings. Make sure they're documented and actively enforced within your organization.

Use A Data Governance System

A data governance system (DGS) helps you manage, store, and access your data securely. It also allows you to set rules for how the data is used, who can access it, and how long it will be stored. Using a DGS will help ensure that your people data is reliable and consistent.

Regularly Review Data Quality

Checking people data regularly will catch errors and inconsistencies before they cause problems.

To quickly correct data errors, set up processes to regularly review data accuracy. This keeps your people data consistent.

Conclusion

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Different measurement times and system data can make your people data inconsistent.

Understanding these issues and establishing data consistency and accuracy processes is crucial.

Resolving root causes improves data quality, accuracy, and consistency for organizations. And who knows? You’ll even uncover a secret like why grandmothers always cut the ends off the roast!

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