2015
DOI: 10.5539/ibr.v8n6p224
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Customer Churn in Mobile Markets: A Comparison of Techniques

Abstract: The high increase in the number of companies competing in mature markets makes customer retention an important factor for any company to survive. Thus, many methodologies (e.g., data mining and statistics) have been proposed to analyse and study customer retention. The validity of such methods is not yet proved though. This paper tries to fill this gap by empirically comparing two techniques: Customer churn -decision tree and logistic regression models. The paper proves the superiority of decision tree techniq… Show more

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Cited by 47 publications
(35 citation statements)
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“…The global market is competing fiercely to gain customers and retain them, where they are employing data mining techniques to understand customers' behaviors (Hassouna et al 2015). Our model aids service providers to build their marketing policies that target mobile payment users in a successful manner.…”
Section: Implications For Practitionersmentioning
confidence: 97%
“…The global market is competing fiercely to gain customers and retain them, where they are employing data mining techniques to understand customers' behaviors (Hassouna et al 2015). Our model aids service providers to build their marketing policies that target mobile payment users in a successful manner.…”
Section: Implications For Practitionersmentioning
confidence: 97%
“…Even though there many theories regarding leadership, transformational leadership has been the most frequently supported leadership theory over the past two decades (Guay, 2013;Hassouna et al, 2015).…”
Section: Transformational Leadershipmentioning
confidence: 99%
“…This is called Social Media Marketing or S-Marketing (Ranjha, 2010;Orozco et al, 2015). Social media marketing programs usually center on efforts to create content that attracts attention and encourages readers to share it with their social networks (Hassouna et al, 2015). A promotional message spreads from user to user and presumably resonates because it appears to come from a trusted third-party source, as opposed to the brand of company itself.…”
Section: Social Media In the Tourism Sectormentioning
confidence: 99%