Blocking "No Caller ID" calls on an iPhone can definitely help cut down unwanted interruptions. One way is to enable "Do Not Disturb" mode and allow calls only from your contacts. Another option is to use the Silence Unknown Callers feature found under Settings > Phone. How have these calls been affecting you? Are there specific times when they're more bothersome?