DEX Score metrics calculation
Summarize
Summary of DEX Score metrics calculation
The Digital Experience Score (DEX Score) is a crucial metric for assessing the digital experience of employees. It combines both device and application experience scores into a single weighted average, allowing organizations to evaluate their digital environment effectively. Understanding how these scores are calculated helps customers identify areas for improvement and enhance overall employee satisfaction.
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Key Features
- Digital Experience Score Calculation: Computed as the weighted average of device and application scores using the formula: Weighted Average = Sum of (Score Weight) / Sum of Weights. The resulting score is rounded to the nearest whole number.
- Application Experience Score: Calculated as the average of the experience scores of all applications, derived from application health metrics, user sentiment, and service experience scores, all weighted accordingly.
- Device Experience Score: Derived from device health, user sentiment, and service experience, similar to the application experience score, ensuring a comprehensive view of device performance.
Key Outcomes
The DEX Score allows organizations to classify their digital experience as good (score > 75), average (score 45-75), or poor (score < 45). For example, if the application experience score is 59 and device experience score is 66, the overall DEX score would reflect areas of strength and opportunities for improvement. By leveraging these scores, ServiceNow customers can make informed decisions to enhance both application and device performance, leading to better employee experiences.
Learn more about how the metrics values are calculated in the Digital Experience Score dashboard.
Calculating the digital experience score
Digital experience score is the weighted average of device experience score and application experience score for all employees. The formula used to calculate the digital experience score is:
- Formula
Weighted Average = Sum of (Score * Weight) / Sum of Weightswhere,- Score: Device experience score and application experience score
- Weight: Weight given to each contributing factor's score
- Score range definition
- The following defines the score range and its corresponding classification:
- Good if the score is greater than 75
- Average if the score is from 45 through 75
- Poor if the score is less than 45
- Example
- Consider the following values for the contributing factors:
- Application experience: Score = 55 and Weight = 50
- Device experience: Score = 54 and Weight = 50
Digital experience score =
(55x50 + 54x50)/ (50+50)= 54
Calculating the application experience score
- Formula
Weighted Average = Sum of (Score * Weight) / Sum of Weightswhere,- Score: Application health metrics score, user sentiment score, and service experience score
- Weight: Weight given to each contributing factor's score
- Score range definition
- The following defines the score range and its corresponding classification:
- Good if the score is greater than 75
- Average if the score is from 45 through 75
- Poor if the score is less than 45
- Example
- Consider the following values for the contributing factors:
Then the application experience score is calculated as:Contributing factor Score Weight Application health metrics 55/100 50 User sentiment 58/100 30 Service experience 72/100 20 Application experience score =
(55x50 + 58x30 + 72x20) / (50+30+20)= 59 (rounded off).
Calculating the device experience score
- Formula
Weighted Average = Sum of (Score * Weight) / Sum of Weightswhere,- Score: Device health metrics score, user sentiment score, and service experience score
- Weight: Weight given to each contributing factor's score
- Score range definition
- The following defines the score range and its corresponding classification:
- Good if the score is greater than 75
- Average if the score is from 45 through 75
- Poor if the score is less than 45
- Example
- Consider the following values for the contributing factors:
Then the device experience score is calculated as:Contributing factor Score Weight Device health metrics 64/100 50 User sentiment 68/100 30 Service experience 70/100 20 Device experience score =
(64x50 + 68x30 + 70x20) / (50+30+20)= 66 (rounded off).
Application experience metrics
| Metric | Description |
|---|---|
| Application health metrics score | An application's health metrics score is a weighted average of the normalized values of multiple metrics, including CPU usage, memory usage, and crash reports. These metrics are tracked across all relevant devices. |
| User sentiment score | An application's user sentiment score is the average of the normalized sentiment scores obtained from user feedback collected for that application. |
| Service experience score | The service experience score for an application is the weighted average of normalized incident metric scores based on all the incidents resolved for the application. |
Device experience metrics
| Metric | Description |
|---|---|
| Device health metrics score | The device health metrics score for each device group is computed as the weighted average of all normalized metric scores of that device group. |
| User sentiment score | The user sentiment score for each device group is the average of the normalized sentiment scores. The scores are collected from user feedback for the devices in the group. |
| Service experience score | The service experience score for each device group is the weighted average of normalized incident metric scores. The scores are based on all the incidents resolved for the devices in the group. |