Contacts Data Model Metrics

This article defines the main concepts and metrics used within Talkdesk Data Platform™ for both voice and digital channels. These definitions clarify how the system measures contact types and key time-based performance indicators. 

 

Contact Types (Voice)

Inbound:

  • Answered: Contact reached an agent and was answered.
  • Missed: Contact was rejected or missed by an agent, which led to the contact termination by a Studio flow rule after an assignment.
  • Abandoned: The contact person finishes/disconnects the contact before it is answered by an agent (includes abandoned while ringing the agent).
  • Short-abandoned: An abandoned contact that disconnects within a system-defined time threshold.
  • Voicemail: The contact reached a voicemail component. It doesn’t guarantee that a voicemail was left by the contact person.

Outbound:

  • Connected: The agent successfully connected to the intended person.
  • Not connected: The contact was not successful and ended without reaching the intended person. 

     

More information about the definition of each contact type here.

 

Contacts and Interactions Duration

 

Voice Interaction: 

Inbound Voice Interaction

Visual definition of inbound voice contacts and calls:

Visual definition of each time concept for an inbound answered contact:

Digital Interaction: 

Inbound Email or SMS Interaction

Visual definition of inbound digital contacts and calls:

Outbound Email or SMS Interaction

Visual definition of outbound digital contacts and calls:

 

Time-based Metrics for Contacts

In the table below, you can see: 

Concept Voice channel description Digital channel description Type of call
  • Wait time
  • First Response Time (for digital channels only)

Start: waiting queue 

End: call is answered , abandoned, missed or routed somewhere else

Includes queue time and ring time.

For voice channels, it is measured regardless of how the call ends (answered, abandoned, missed, short-abandoned or voicemail)

Start: digital contact (e.g., chat, messaging, email) is created and is waiting to be assigned.

End: agent sends the first reply to the contact

For non-voice channels (chat, email, SMS, etc.) only answered contacts are included (unanswered contacts are excluded).

Metric in Explore reporting: 
“Messaging First Response Time” in “Messaging Contacts” dataset.

Inbound
  • Ring Time
  • Speed to answer in calls report

Start: ringing an agent

End: call is answered, abandoned, missed or routed somewhere else

For voice channels, it is measured regardless of how the call ends (answered, abandoned, missed, short-abandoned or voicemail)

remove.png Inbound
Talk Time

Start: contact is answered 

End: contact is disconnected 

Does not include the ringing time nor After Call Work (ACW).

On Calls dataset → Includes hold time during the call.

On Contacts dataset → Excludes hold time during the call (hold time is reported separately).

remove.png

 

Inbound
Outbound
Handle Time

Start: talk time

End: ACW finishes

This includes talk time, hold time, and After Call Work (ACW).

Start: agent starts actively working on the assigned contact
Ends: the conversation is closed.

It only includes the time the agent is actively focused on the conversation (i.e., has the conversation open and is working/responding) - if the agent switches away from the conversation, it will not count.
It excludes After Call Work (ACW).

Inbound
Outbound
Abandon Time

Start: waiting queue 

End: call is abandoned - caller disconnected before reaching an agent (even if it was already ringing an agent)

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Inbound
Abandoned
Short abandon time

Start: waiting queue 

End: call is abandoned within the short abandoned threshold

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Inbound
Connect time

For connected contacts:

  • Start: Outbound call begins
  • End: Call connected

For not connected contacts (wrong number, busy, voicemail):

  • Start: Outbound call begins
  • End: Unsuccessful connection attempt
remove.png Outbound
Time to missed

Start: waiting queue 

End: call is missed (it rang an agent, but call was rejected by him or not answered)

Does not include the time spent in IVR components

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Inbound
Time to voicemail

Start: waiting queue 

End: call reached a voicemail component

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Inbound

Note: All metrics described above apply to individual contacts, not to the interaction as a whole. Since a single interaction may comprise multiple contacts, these metrics are measured separately for each contact within an interaction.

 

Additional Resources

For more information about metrics based on the Contacts data model, see New Contacts Data Model - New and Updated Metrics in this article.

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