Statistical Analysis of a Telephone Call Center
Technion – Israel Institute of Technology · Tel Aviv University
Abstract
A call center is a service network in which agents provide telephone-based services. Customers who seek these services are delayed in tele-queues. This article summarizes an analysis of a unique record of call center operations. The data comprise a complete operational history of a small banking call center, call by call, over a full year. Taking the perspective of queueing theory, we decompose the service process into three fundamental components: arrivals, customer patience, and service durations. Each component involves different basic mathematical structures and requires a different style of statistical analysis. Some of the key empirical results are sketched, along with descriptions of the varied…
Citation impact
- FWCI
- 51.55
- Percentile
- 100%
- References
- 40
Authors
7Topics & keywords
- Call management
- Computer science
- Call control
- Nonparametric statistics
- Poisson distribution
- Applied probability
- Statistics
- Mathematics