Application of Data Science on Employee Management
Rohit Singh VP of Customer Engagement Schedule Free Consultation
  • A business’s success depends heavily on its workforce. Employees carry more of the company’s responsibilities on their shoulders and as a result, the failure of an individual employee can make an impact on the business. Employee management is a way to help an underperforming employee to turn around and perform better, or check high-performing employees from becoming a weak performer.

    There are many problems that a company might face in terms of the performance of their employees. Here, are the two common issues of staff performance due to which most of the organizations can suffer adverse effects;

    1) Not doing work properly as per quality standard

    It might affect a company in the following ways;

    • Client or Customer dissatisfaction
    • Wastage of resources
    • Error due to inaccuracy of work
    • Improper work culture
    • Failure to achieve the goal in offering desired service or products at a proposed price

    2) Not achieving the proper quantity of work on time

    It might affect a company in the following ways;

    • Unpunctuality in completing any order or assignment
    • Slow work culture
    • Misusing sick leaves
    • Spending time on other activities than work likes accessing phones, using the internet, etc.
    • Leaving the workplace with no permission
    • Absenteeism and lateness among employees
    • Irresponsible behavior in prioritizing projects and scheduling them wrongly

    How can the Behaviors of Employees Impact their Performance?

    The productivity of a company ruins due to the below behaviors of their workers. It can also be the reasons to impact their and the company’s performance;

    1) To behaving unprofessionally – By doing inappropriate physical activities. It includes threatening, suing drugs or alcohol, and sleeping during a job. Also, smoking in working places, intimidating behaviors, and more.

    2) Not maintaining proper interpersonal relations – By engaging in unwanted conflicts with others. Also, fighting, horseplay, sarcasm, destructive humor, argumentative, inconsiderate, impatient, or over-aggressiveness.

    3) Refusing to change as per the work culture – It can be an inflexible nature to deal with different situations and problems. Denial of working on any changes in work methods, business procedures, policies. Also, not ready to update skills, inability, or unwillingness.

    4) Unofficial behavior due to Bad attitude – By use of power games, insubordination, or not like to take any responsibility. It can also be refusal or failure of a person to follow any given instructions, hostility, lack of co-operation, and negativity.

    What would be an Effective Solution?

    It can be solved by using both disciplinary and non-disciplinary approaches. The main issue is to find the right cause behind the performance issues out of the many listed above. It is best to predict what would be the right step as the right strategy for any HR team of a company to avoid such performance issues in employees.

    And, to do so, one can take the help of Data science experts at NextBee who can help any industry to apply several sophisticated Data Science techniques in your HR department. We help you predict the behavior of your employees to find the reason for any issues that have arisen or may arise and plan to solve or prevent it in advance.

    To avoid any complexity in operation, we also take the help of data analytics and data mining models. That helps us not just to predict employee performance and attrition but also help us in different ways that may work as a motivator or booster.

     

Align Your Company, Your Teams, And Your Individual Employees To Foster A Company Culture Rooted In Success.


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NextBee Corporation
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