Publicação
Churn in services : a bibliometric review
| Resumo: | The purpose of this article is to identify the most impactful research on customer churn and to map the conceptual and intellectual structure of its field of study. Data were collected from the WoS database, comprising 338 articles published between 1995 and 2020. Several bibliometric techniques were applied, including analysis of co-words, co-citation, bibliographic coupling, and co-authorship networks. R software and the Bibliometrix/Biblioshiny package were used to perform the analyses. The results identify the most active and influential authors, articles, and journals on the topic. More specifically, through co-citations and bibliographic coupling, it was possible to map the oldest articles (retrospective analysis) and the current research front (prospective analysis). The retrospective analysis, based on co-citations, revealed that the foundations of this research field are constructs such as quality of service, satisfaction, loyalty, and changing behaviors. The prospective analysis, performed through bibliographic coupling, revealed that current research is embedded in predictive analysis, clusters, data mining, and algorithms. The results provide robust guidance for further investigation in this field. |
|---|---|
| Autores principais: | Ribeiro, Hugo |
| Outros Autores: | Barbosa, Belém; Moreira, Antonio; Rodrigues, Ricardo |
| Assunto: | Customer churn Bibliometric Analysis Co-citation analysis Bibliographic coupling Science mapping Biblioshiny |
| Ano: | 2022 |
| País: | Portugal |
| Tipo de documento: | artigo |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Universidade Aberta |
| Idioma: | inglês |
| Origem: | Repositório Aberto da Universidade Aberta |
Registos relacionados
article Intellectual structure and evolution of accounting conservatism research:past trends and future research suggestions
por: Bhutta, Umair
Publicado em: (2021)
por: Bhutta, Umair
Publicado em: (2021)
article Intellectual foundation and mainstream research of e-government in public administration
por: Arias, Maria Isabel
Publicado em: (2019)
por: Arias, Maria Isabel
Publicado em: (2019)
article Responsible leadership research : a bibliometric review
por: Marques, Tânia
Publicado em: (2018)
por: Marques, Tânia
Publicado em: (2018)
article Trends and future research in electronic marketing:a bibliometric analysis of twenty years
por: Gao, Peng
Publicado em: (2021)
por: Gao, Peng
Publicado em: (2021)
article Research on Public Service Motivation and Leadership: A Bibliometric Study
por: Marques, Tânia
Publicado em: (2021)
por: Marques, Tânia
Publicado em: (2021)
article Determinants of churn in telecommunication services: a systematic literature review
por: Ribeiro, Hugo
Publicado em: (2023)
por: Ribeiro, Hugo
Publicado em: (2023)
article Research on Public Service Motivation and Leadership: A Bibliometric Study
por: Marques, Tânia M. G.
Publicado em: (2020)
por: Marques, Tânia M. G.
Publicado em: (2020)
article Structural and longitudinal analysis of the knowledge base on spin-off research
por: Ferreira, Manuel Portugal
Publicado em: (2017)
por: Ferreira, Manuel Portugal
Publicado em: (2017)
article Mergers & acquisitions research: A bibliometric study of top strategy and international business journals, 1980–2010
por: Ferreira, Manuel Portugal
Publicado em: (2014)
por: Ferreira, Manuel Portugal
Publicado em: (2014)
article Mapping Open Innovation: A Bibliometric Review to Compare Developed and Emerging Countries.
por: Paulo, Alex Fabianne de
Publicado em: (2017)
por: Paulo, Alex Fabianne de
Publicado em: (2017)
article Customer experience, loyalty, and churn in bundled telecommunications services
por: Ribeiro, Hugo
Publicado em: (2024)
por: Ribeiro, Hugo
Publicado em: (2024)
book The Contexts of Agricultural Policies in the United States of America: Perspectives for the Future
por: Martinho, Vítor
Publicado em: (2022)
por: Martinho, Vítor
Publicado em: (2022)
article Tracking engineering education research and development: contributions from bibliometric analysis
por: Williams, Bill
Publicado em: (2012)
por: Williams, Bill
Publicado em: (2012)
groups Knowledge sharing and (In)security: towards a comprehensive view of managerial aspects
por: Leal, Carmem
Publicado em: (2017)
por: Leal, Carmem
Publicado em: (2017)
school Implementation of retention strategies to reduce churn rate in a telecom company
por: Amorim, Inês Costa
Publicado em: (2023)
por: Amorim, Inês Costa
Publicado em: (2023)
book Two decades of corporate scandal research: bibliometric and scientometric analyses (2003–2022)
por: Lopes, Carlos F.
Publicado em: (2025)
por: Lopes, Carlos F.
Publicado em: (2025)
article Life-cycle cost analysis (LCCA): Comparing outputs for bibliographic coupling and citation links
por: Martinho, Vítor
Publicado em: (2023)
por: Martinho, Vítor
Publicado em: (2023)
article Two decades of research on strategic alliances: analysis of citations, co-citations and themes researched
por: Ferreira, Manuel Portugal
Publicado em: (2014)
por: Ferreira, Manuel Portugal
Publicado em: (2014)
groups Telco customer churn analysis: measuring the effect of different contracts
por: Pinheiro, Paulo
Publicado em: (2022)
por: Pinheiro, Paulo
Publicado em: (2022)
article A systematic literature review on family business: insights from an Asian context
por: Teixeira, Sérgio
Publicado em: (2020)
por: Teixeira, Sérgio
Publicado em: (2020)
groups The European Journal of Engineering Education as a venue for engineering education research publication: a meta view
por: Neto, Pedro
Publicado em: (2017)
por: Neto, Pedro
Publicado em: (2017)
article Fifteen years of e-government research in Ibero-America: a bibliometric analysis
por: Dias, Gonçalo Paiva
Publicado em: (2019)
por: Dias, Gonçalo Paiva
Publicado em: (2019)
groups Globalization of engineering education research: citation Analysis of ASEE and SEFI Conference Papers
por: Williams, Bill
Publicado em: (2015)
por: Williams, Bill
Publicado em: (2015)
article Understanding the relevance of national culture in international business research: a quantitative analysis
por: López-Duarte, Cristina
Publicado em: (2016)
por: López-Duarte, Cristina
Publicado em: (2016)
school Customer Churn Prediction in Auto Insurance: Predicting policy cancelation for new clients
por: Nunes, Ricardo de Sá
Publicado em: (2023)
por: Nunes, Ricardo de Sá
Publicado em: (2023)
article Human Resources Churning Management and its Articulation with Organisational Policies
por: Alexandra Chinita Pirrolas, Olga
Publicado em: (2023)
por: Alexandra Chinita Pirrolas, Olga
Publicado em: (2023)
article Writing with ethics: strategies to quoting and referring
por: Lopes, Carlos
Publicado em: (2019)
por: Lopes, Carlos
Publicado em: (2019)
article Trends in High Nature Value farmland and ecosystem services valuation: a bibliometric review
por: Girão, Inês
Publicado em: (2023)
por: Girão, Inês
Publicado em: (2023)
article Schumpeter’s (1934) influence on entrepreneurship (and management) research
por: Ferreira, Manuel Portugal
Publicado em: (2017)
por: Ferreira, Manuel Portugal
Publicado em: (2017)
draft Determinants of citation impact : A comparative analysis of the Global South versus the Global North
por: Confraria, Hugo
Publicado em: (2016)
por: Confraria, Hugo
Publicado em: (2016)
article Food and Consumer Attitude(s): An Overview of the Most Relevant Documents
por: Martinho, Vítor
Publicado em: (2021)
por: Martinho, Vítor
Publicado em: (2021)
article Churning of human resources: A proposal for a theoretical-methodological model
por: Alexandra Chinita Pirrolas, Olga
Publicado em: (2023)
por: Alexandra Chinita Pirrolas, Olga
Publicado em: (2023)
article What do we [not] know about technology entrepreneurship research?
por: Ferreira, João José de Matos
Publicado em: (2016)
por: Ferreira, João José de Matos
Publicado em: (2016)
article Determinants of citation impact : A comparative analysis of the Global South versus the Global North
por: Confraria, Hugo
Publicado em: (2017)
por: Confraria, Hugo
Publicado em: (2017)
book Insights Taken from Bibliometric Analysis of the Several Dimensions for Energy in Agriculture
por: Martinho, Vítor
Publicado em: (2021)
por: Martinho, Vítor
Publicado em: (2021)
school Elaboração de um modelo preditivo de Churn para uma operadora de telecomunicações
por: Nunes, Carolina Viegas
Publicado em: (2022)
por: Nunes, Carolina Viegas
Publicado em: (2022)
school Using Machine Learning in E-commerce to Predict Customer Churn and Identify Supply Chain Inefficiencies
por: Ferreira, Katia Florinda Narcy
Publicado em: (2024)
por: Ferreira, Katia Florinda Narcy
Publicado em: (2024)
school Mapping the conceptual structure of the entrepreneurship literature – a bibliometric study of trends and developments over 75 years
por: Vogel, Luka
Publicado em: (2025)
por: Vogel, Luka
Publicado em: (2025)
article A bibliometric and descriptive analysis of inclusive education in science education
por: Comaru, Michele Waltz
Publicado em: (2021)
por: Comaru, Michele Waltz
Publicado em: (2021)
article Evolution of the documents related to the study of taekwondo sports performance: a bibliometric review
por: Sousa, José Luís
Publicado em: (2023)
por: Sousa, José Luís
Publicado em: (2023)
Registos relacionados
-
article Intellectual structure and evolution of accounting conservatism research:past trends and future research suggestions
por: Bhutta, Umair
Publicado em: (2021) -
article Intellectual foundation and mainstream research of e-government in public administration
por: Arias, Maria Isabel
Publicado em: (2019) -
article Responsible leadership research : a bibliometric review
por: Marques, Tânia
Publicado em: (2018) -
article Trends and future research in electronic marketing:a bibliometric analysis of twenty years
por: Gao, Peng
Publicado em: (2021) -
article Research on Public Service Motivation and Leadership: A Bibliometric Study
por: Marques, Tânia
Publicado em: (2021)