Churn Up | Confirmed

: 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 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 churn up

: 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

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

: 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.

: A recent (2025) paper focusing on using machine learning "voting classifiers" to improve client retention in the banking sector.