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Formula for calculating customer churn

Posted: Mon Jan 20, 2025 8:12 am
by Maksudasm
To accurately calculate the customer churn rate, you need to record three important values:

The number of people who have used a company's services over a given period of time.

Number of new clients during the analyzed time period.

Number of consumers at the end of the current period.

There is also a formula by skype database which you can calculate the customer churn rate:

Customer Churn Rate = Number of customers lost in period t / Number of customers at the beginning of period t

Customer losses for a given period can be calculated as follows:

Customer losses during period t = Total number of customers at the beginning of period t + New customers acquired during period t – Total number of customers at the end of period t

For example, by the end of August, 500 people were using the application. By using advertising services, by the end of September, it was possible to attract another 50 users. And by the end of September, the application had 525 active users.

To calculate customer churn for September, you need to substitute the numbers into the formula: 500+50-525=25.

The customer churn rate for the first month of autumn was: 25/500 = 0.05%.

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Alexander Kuleshov
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Methods of analyzing the situation
It is possible to analyze the outflow if there are statistics on the number of clients who are currently actively interacting with the company, the number of new consumers, as well as those who have already refused to cooperate.

Assessing the dynamics of customer churn
It is very important to find a pattern in the outflow of the audience and to identify the rate of this process. Statistical data of the available factors will help to make a forecast about the indicators in the future.

To get more accurate churn data, you need to use time series analysis (aka trend projection). This is an analysis based on the assumption that what happened in the past is a fairly reliable indicator of what will happen in the future.

The results obtained can serve as a basis for developing strategies aimed at retaining the audience and reducing churn.

Analysis of the reasons for customer departure
It is as important to analyze this factor as the dynamics of customer churn. The point is to find out the actual reasons for customer departure, classify them, and rank them. Only by examining each case separately can we identify a pattern and group them by origin. For example, the reasons may be technical or financial.

Management needs to understand the most common reasons why customers reduce the percentage of use of a certain product or stop doing business with the company altogether, moving to competitors.

By using classification and ranking techniques, a company can identify the global causes of churn and immediately begin working to eliminate them.

All reasons for the outflow are divided into separate groups, which have one or another common feature. When systematized, the reasons will have a gradation according to some feature or scale.

Using these methods, the company's management can not only identify the main reasons for customer churn, but also create a priority list of the order in which existing problems need to be addressed.


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