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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Palgrave Macmillan UK
2021
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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. |
format | Online Article Text |
id | pubmed-8607973 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Palgrave Macmillan UK |
record_format | MEDLINE/PubMed |
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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