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Is price a significant predictor of the churn behavior during the global pandemic? A predictive modeling on the telecom industry

The recent pandemic has affected the world in many aspects including, communication. Telecom and internet-based communication have witnessed a drastic upsurge due to lockdown and consequent work-from-home situation, being termed as the new normal. Due to the low switching costs and stiff competition...

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Detalles Bibliográficos
Autores principales: Shukla, Vishal, Prashar, Sanjeev, Pandiya, Bhartrihari
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Palgrave Macmillan UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8607973/
http://dx.doi.org/10.1057/s41272-021-00367-2
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author Shukla, Vishal
Prashar, Sanjeev
Pandiya, Bhartrihari
author_facet Shukla, Vishal
Prashar, Sanjeev
Pandiya, Bhartrihari
author_sort Shukla, Vishal
collection PubMed
description The recent pandemic has affected the world in many aspects including, communication. Telecom and internet-based communication have witnessed a drastic upsurge due to lockdown and consequent work-from-home situation, being termed as the new normal. Due to the low switching costs and stiff competition, telecom service providers are struggling hard to attract new customers and prevent the existing ones from switching to rival telecom service providers. Hence this study is undertaken with an aim to discover the key factors in the order of their relative worth that could be focused upon by the telecom companies to prevent their customers from churning. For the study, linear discriminant analysis was applied on the collected dataset to predict the customers’ churn behavior. It was found that tariff rates for domestic calls and the number of calls made to the customer service were the significant predictors of the customer churn behavior.
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spelling pubmed-86079732021-11-23 Is price a significant predictor of the churn behavior during the global pandemic? A predictive modeling on the telecom industry Shukla, Vishal Prashar, Sanjeev Pandiya, Bhartrihari J Revenue Pricing Manag Research Article The recent pandemic has affected the world in many aspects including, communication. Telecom and internet-based communication have witnessed a drastic upsurge due to lockdown and consequent work-from-home situation, being termed as the new normal. Due to the low switching costs and stiff competition, telecom service providers are struggling hard to attract new customers and prevent the existing ones from switching to rival telecom service providers. Hence this study is undertaken with an aim to discover the key factors in the order of their relative worth that could be focused upon by the telecom companies to prevent their customers from churning. For the study, linear discriminant analysis was applied on the collected dataset to predict the customers’ churn behavior. It was found that tariff rates for domestic calls and the number of calls made to the customer service were the significant predictors of the customer churn behavior. Palgrave Macmillan UK 2021-11-22 2022 /pmc/articles/PMC8607973/ http://dx.doi.org/10.1057/s41272-021-00367-2 Text en © The Author(s), under exclusive licence to Springer Nature Limited 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Research Article
Shukla, Vishal
Prashar, Sanjeev
Pandiya, Bhartrihari
Is price a significant predictor of the churn behavior during the global pandemic? A predictive modeling on the telecom industry
title Is price a significant predictor of the churn behavior during the global pandemic? A predictive modeling on the telecom industry
title_full Is price a significant predictor of the churn behavior during the global pandemic? A predictive modeling on the telecom industry
title_fullStr Is price a significant predictor of the churn behavior during the global pandemic? A predictive modeling on the telecom industry
title_full_unstemmed Is price a significant predictor of the churn behavior during the global pandemic? A predictive modeling on the telecom industry
title_short Is price a significant predictor of the churn behavior during the global pandemic? A predictive modeling on the telecom industry
title_sort is price a significant predictor of the churn behavior during the global pandemic? a predictive modeling on the telecom industry
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8607973/
http://dx.doi.org/10.1057/s41272-021-00367-2
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