Back to Search Start Over

Survival analysis in a business context: how to control the abandons of my subscribers

Authors :
Marletta, A
Morandi, M
Lombardo, R
Camminatiello, I
Simonacci, V
Marletta, A
Morandi, M
Publication Year :
2022
Publisher :
PKE, 2022.

Abstract

The statistical literature proposed many contributions about survival analysis in medical research, in this work this approach is proposed in a business context. The aim of this paper is to control the mortality of the users belonging to an e-mail subscribers list for a company operating in the healthcare information sector. Having available the survival times for each subscriber, the choice was oriented to survival models to evaluate the abandon of the customers. A survival analysis was conducted through a Cox model considering some risk factors of the subscriber. The selected Cox model carried to the identification of risk profiles representing different situations in terms of probability of abandon.

Details

Language :
English
Database :
OpenAIRE
Accession number :
edsair.od......1299..4350d7a2927da23f8e6ac8bc5e9535bd