Fundamentals of customer engagement : for veterinarian healthcare providers in Portugal
Autor(a) principal: | |
---|---|
Data de Publicação: | 2022 |
Tipo de documento: | Dissertação |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10400.14/39100 |
Resumo: | This research provides a validated scale measuring an adjusted version of Kumar & Pansari’s (2016) customer engagement (CE) scale. These adjustments to the original scale involved: (1) the splitting of the customer influence subscale into two separate ones, namely, customer influence with strong ties and customer influence with weak ties; and (2) the exclusion of the customer referral (incentivized) behavior dimension. The provided CE scale was developed and validated for veterinary healthcare providers operating in Portugal. This research adopts therefore the view of CE as a set of customer activities that individually contribute to firm performance along 4 dimensions: (i) customer purchases, (ii) customer knowledge, (iii) customer influence with strong ties, and (iv) customer influence with weak ties. The adjusted CE scale test and validation relied on a sample of 296 customers of a particular veterinary healthcare group, OneVet Group, currently the market leader in Portugal. Complementary to the validation survey, respondents’ individual sociodemographic and purchasing information was also retrieved from the firm’s database. The major findings were that the resulting validated scale with 16 items is highly reliable (=.942) and has very good sampling adequacy values (KMO=.933; p<.000), explaining 84% of the total data variation. The results were also cluster analysed on respondents’ CE subscales’ scores which resulted on 3 major distinct CE profiles: (i) with high tendency to perform all types of CE activities, (ii) with low tendency to perform any type of CE activities, and (iii) with high tendency to perform purchases, but not the three remaining CE activities. Additionally, the clusters’ average recency, frequency, monetary value (RFM) scores and variances were compared, however, no significant evidence was found regarding the relationship between CE behaviours and RFM indices, i.e. customers' past purchases. This research provides therefore a reliable and significant scale that fits the particularities of veterinary healthcare providers in Portugal, enabling them to accurately assess the connectedness among customers and with firms. Further, the present study also suggests several options for customer segmentation analyses in CE terms so that firms are able to identify customers’ profiles and develop adapted strategies to maximise their contribution to firm performance. |
id |
RCAP_aeec72669aba4b93e12499d4eca3965c |
---|---|
oai_identifier_str |
oai:repositorio.ucp.pt:10400.14/39100 |
network_acronym_str |
RCAP |
network_name_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository_id_str |
7160 |
spelling |
Fundamentals of customer engagement : for veterinarian healthcare providers in PortugalCustomer engagement scaleCustomer engagement clusteringRFM analysisEscala de engajamento do clienteSegmentação segundo engajamento do clienteAnálise RFMDomínio/Área Científica::Ciências Sociais::Economia e GestãoThis research provides a validated scale measuring an adjusted version of Kumar & Pansari’s (2016) customer engagement (CE) scale. These adjustments to the original scale involved: (1) the splitting of the customer influence subscale into two separate ones, namely, customer influence with strong ties and customer influence with weak ties; and (2) the exclusion of the customer referral (incentivized) behavior dimension. The provided CE scale was developed and validated for veterinary healthcare providers operating in Portugal. This research adopts therefore the view of CE as a set of customer activities that individually contribute to firm performance along 4 dimensions: (i) customer purchases, (ii) customer knowledge, (iii) customer influence with strong ties, and (iv) customer influence with weak ties. The adjusted CE scale test and validation relied on a sample of 296 customers of a particular veterinary healthcare group, OneVet Group, currently the market leader in Portugal. Complementary to the validation survey, respondents’ individual sociodemographic and purchasing information was also retrieved from the firm’s database. The major findings were that the resulting validated scale with 16 items is highly reliable (=.942) and has very good sampling adequacy values (KMO=.933; p<.000), explaining 84% of the total data variation. The results were also cluster analysed on respondents’ CE subscales’ scores which resulted on 3 major distinct CE profiles: (i) with high tendency to perform all types of CE activities, (ii) with low tendency to perform any type of CE activities, and (iii) with high tendency to perform purchases, but not the three remaining CE activities. Additionally, the clusters’ average recency, frequency, monetary value (RFM) scores and variances were compared, however, no significant evidence was found regarding the relationship between CE behaviours and RFM indices, i.e. customers' past purchases. This research provides therefore a reliable and significant scale that fits the particularities of veterinary healthcare providers in Portugal, enabling them to accurately assess the connectedness among customers and with firms. Further, the present study also suggests several options for customer segmentation analyses in CE terms so that firms are able to identify customers’ profiles and develop adapted strategies to maximise their contribution to firm performance.O presente estudo faculta uma versão ajustada e validada da escala de mensuração de engajamento do cliente (EC) sugerida por Kumar & Pansari (2016). Os ajustes à escala original envolvem: (1) a divisão da subescala da influência do cliente em duas separadas, nomeadamente, a influência do cliente com laços fortes e a influência do cliente com laços fracos; e (2) a exclusão da dimensão do comportamento de referências (incentivado) do cliente. A escala de EC providenciada foi desenvolvida e validada para os prestadores de cuidados de saúde veterinários que operam em Portugal. Esta investigação adota, portanto, a perspetiva segundo a qual o constructo de EC compreende um conjunto de atividades realizadas pelos clientes e que contribuem individualmente para a performance das empresas através de 4 dimensões: (i) compras do cliente, (ii) conhecimento do cliente, (iii) influência do cliente com laços fortes, e (iv) influência do cliente com laços fracos. O teste e validação à escala EC ajustada recorreu a uma amostra de 296 clientes de um grupo particular de cuidados de saúde veterinários, OneVet Group, atual líder do mercado em Portugal. Em complemento ao inquérito de validação, alguns dados sociodemográficos e de compras individuais dos inquiridos foram também recolhidos com recurso à base de dados da empresa. As principais conclusões indicam que a resultante escala validada com 16 itens é altamente fiável (=.942) e tem valores de adequação de amostragem muito bons (KMO=.933; p<.000), explicando 84% da variação total dos dados. Adicionalmente, foi também desenvolvida uma análise de clusters segundo as pontuações de EC dos participantes, apontando para a existência de 3 grandes perfis de EC distintos: (i) com alta tendência para realizar todos os tipos de atividades de EC, (ii) com baixa tendência para realizar qualquer tipo de atividades de EC, e (iii) com alta tendência para realizar compras, mas não as três restantes atividades de EC. Além disso, os valores médios e as variâncias dos índices de valor de recência, frequência e monetário (RFM) foram ultimamente comparados, contudo, não foram encontradas evidências significativas relativamente à relação entre EC e os índices de RFM, ou seja, as compras passadas dos clientes. Esta investigação providencia, portanto, uma escala fiável e significativa que se ajusta às particularidades dos prestadores de cuidados de saúde veterinários em Portugal, permitindo-lhes avaliar com precisão a conexão entre os clientes e com as empresas. Além disso, sugere várias opções de análises de segmentação no âmbito dos comportamentos da tipologia EC, permitindo que as empresas possam identificar os perfis dos clientes e desenvolverem estratégias adaptadas para maximizar a sua contribuição para o desempenho da empresa.Sottomayor, Miguel Jorge de Magalhães Lançós deVeritati - Repositório Institucional da Universidade Católica PortuguesaChiquilho, Sofia Rodrigues Tavares de Lima2022-10-11T10:33:11Z2022-07-112022-042022-07-11T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10400.14/39100TID:203068351enginfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-09-06T12:39:22Zoai:repositorio.ucp.pt:10400.14/39100Portal AgregadorONGhttps://www.rcaap.pt/oai/openairemluisa.alvim@gmail.comopendoar:71602024-09-06T12:39:22Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Fundamentals of customer engagement : for veterinarian healthcare providers in Portugal |
title |
Fundamentals of customer engagement : for veterinarian healthcare providers in Portugal |
spellingShingle |
Fundamentals of customer engagement : for veterinarian healthcare providers in Portugal Chiquilho, Sofia Rodrigues Tavares de Lima Customer engagement scale Customer engagement clustering RFM analysis Escala de engajamento do cliente Segmentação segundo engajamento do cliente Análise RFM Domínio/Área Científica::Ciências Sociais::Economia e Gestão |
title_short |
Fundamentals of customer engagement : for veterinarian healthcare providers in Portugal |
title_full |
Fundamentals of customer engagement : for veterinarian healthcare providers in Portugal |
title_fullStr |
Fundamentals of customer engagement : for veterinarian healthcare providers in Portugal |
title_full_unstemmed |
Fundamentals of customer engagement : for veterinarian healthcare providers in Portugal |
title_sort |
Fundamentals of customer engagement : for veterinarian healthcare providers in Portugal |
author |
Chiquilho, Sofia Rodrigues Tavares de Lima |
author_facet |
Chiquilho, Sofia Rodrigues Tavares de Lima |
author_role |
author |
dc.contributor.none.fl_str_mv |
Sottomayor, Miguel Jorge de Magalhães Lançós de Veritati - Repositório Institucional da Universidade Católica Portuguesa |
dc.contributor.author.fl_str_mv |
Chiquilho, Sofia Rodrigues Tavares de Lima |
dc.subject.por.fl_str_mv |
Customer engagement scale Customer engagement clustering RFM analysis Escala de engajamento do cliente Segmentação segundo engajamento do cliente Análise RFM Domínio/Área Científica::Ciências Sociais::Economia e Gestão |
topic |
Customer engagement scale Customer engagement clustering RFM analysis Escala de engajamento do cliente Segmentação segundo engajamento do cliente Análise RFM Domínio/Área Científica::Ciências Sociais::Economia e Gestão |
description |
This research provides a validated scale measuring an adjusted version of Kumar & Pansari’s (2016) customer engagement (CE) scale. These adjustments to the original scale involved: (1) the splitting of the customer influence subscale into two separate ones, namely, customer influence with strong ties and customer influence with weak ties; and (2) the exclusion of the customer referral (incentivized) behavior dimension. The provided CE scale was developed and validated for veterinary healthcare providers operating in Portugal. This research adopts therefore the view of CE as a set of customer activities that individually contribute to firm performance along 4 dimensions: (i) customer purchases, (ii) customer knowledge, (iii) customer influence with strong ties, and (iv) customer influence with weak ties. The adjusted CE scale test and validation relied on a sample of 296 customers of a particular veterinary healthcare group, OneVet Group, currently the market leader in Portugal. Complementary to the validation survey, respondents’ individual sociodemographic and purchasing information was also retrieved from the firm’s database. The major findings were that the resulting validated scale with 16 items is highly reliable (=.942) and has very good sampling adequacy values (KMO=.933; p<.000), explaining 84% of the total data variation. The results were also cluster analysed on respondents’ CE subscales’ scores which resulted on 3 major distinct CE profiles: (i) with high tendency to perform all types of CE activities, (ii) with low tendency to perform any type of CE activities, and (iii) with high tendency to perform purchases, but not the three remaining CE activities. Additionally, the clusters’ average recency, frequency, monetary value (RFM) scores and variances were compared, however, no significant evidence was found regarding the relationship between CE behaviours and RFM indices, i.e. customers' past purchases. This research provides therefore a reliable and significant scale that fits the particularities of veterinary healthcare providers in Portugal, enabling them to accurately assess the connectedness among customers and with firms. Further, the present study also suggests several options for customer segmentation analyses in CE terms so that firms are able to identify customers’ profiles and develop adapted strategies to maximise their contribution to firm performance. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-10-11T10:33:11Z 2022-07-11 2022-04 2022-07-11T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10400.14/39100 TID:203068351 |
url |
http://hdl.handle.net/10400.14/39100 |
identifier_str_mv |
TID:203068351 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
mluisa.alvim@gmail.com |
_version_ |
1817547064695848960 |