: A recent (2025) paper focusing on using machine learning "voting classifiers" to improve client retention in the banking sector.
: This study examines how adding unstructured data (like customer service notes) can improve the accuracy of standard churn prediction models.
: For a "how-to" guide rather than a formal paper, Bombora provides a six-step framework for defining, cleaning data for, and training churn models. churn up
If you are looking for research papers or articles related to the phrase (often used as "Churn It Up" in business contexts) or academic studies on customer churn , here are some high-quality options: Business and Career Insights
If your interest is more academic or technical regarding , these papers from ResearchGate and other repositories are highly cited: : A recent (2025) paper focusing on using
: A practical article by Maranda Dziekonski on LinkedIn that discusses how to handle customer churn from a leadership and customer success perspective. Academic Surveys and Research Papers
: A comprehensive survey that integrates fragmented studies across marketing, IT, and telecommunications to help researchers select the right churn definitions and models. If you are looking for research papers or
: A specialized paper for the gaming industry that discusses how playtime regularity can predict when social game players are about to quit. Practical Implementation