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Impact of big data analytics on sales performance in pharmaceutical organizations: The role of customer relationship management capabilities
In this era of technology development, every business wants to equip its salesforce with a sustainable salesforce automation system to improve sales performance and customer relationship management (CRM) capabilities. This study investigates the impact of big data analytics (BDA) on CRM capabilities...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8081224/ https://www.ncbi.nlm.nih.gov/pubmed/33909667 http://dx.doi.org/10.1371/journal.pone.0250229 |
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author | Shahbaz, Muhammad Gao, Changyuan Zhai, Lili Shahzad, Fakhar Luqman, Adeel Zahid, Rimsha |
author_facet | Shahbaz, Muhammad Gao, Changyuan Zhai, Lili Shahzad, Fakhar Luqman, Adeel Zahid, Rimsha |
author_sort | Shahbaz, Muhammad |
collection | PubMed |
description | In this era of technology development, every business wants to equip its salesforce with a sustainable salesforce automation system to improve sales performance and customer relationship management (CRM) capabilities. This study investigates the impact of big data analytics (BDA) on CRM capabilities and the sales performance of pharmaceutical organizations. A research model was tested based on 416 valid responses collected from pharmaceutical companies through a structured questionnaire. Structural equation modeling (SEM) was employed using Smart-PLS3 to confirm the contribution of BDA to improving CRM capabilities and sales performance. The study finds that individual characteristics such as self-efficacy, playfulness, and social norms, along with organizational characteristics such as voluntariness, user involvement, user participation, and management support, are positive predictors of salesforce perception of BDA. This positive perception of BDA increased the person-technology fit in the salesforce, which ultimately increased the CRM capabilities and sales performance. |
format | Online Article Text |
id | pubmed-8081224 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-80812242021-05-06 Impact of big data analytics on sales performance in pharmaceutical organizations: The role of customer relationship management capabilities Shahbaz, Muhammad Gao, Changyuan Zhai, Lili Shahzad, Fakhar Luqman, Adeel Zahid, Rimsha PLoS One Research Article In this era of technology development, every business wants to equip its salesforce with a sustainable salesforce automation system to improve sales performance and customer relationship management (CRM) capabilities. This study investigates the impact of big data analytics (BDA) on CRM capabilities and the sales performance of pharmaceutical organizations. A research model was tested based on 416 valid responses collected from pharmaceutical companies through a structured questionnaire. Structural equation modeling (SEM) was employed using Smart-PLS3 to confirm the contribution of BDA to improving CRM capabilities and sales performance. The study finds that individual characteristics such as self-efficacy, playfulness, and social norms, along with organizational characteristics such as voluntariness, user involvement, user participation, and management support, are positive predictors of salesforce perception of BDA. This positive perception of BDA increased the person-technology fit in the salesforce, which ultimately increased the CRM capabilities and sales performance. Public Library of Science 2021-04-28 /pmc/articles/PMC8081224/ /pubmed/33909667 http://dx.doi.org/10.1371/journal.pone.0250229 Text en © 2021 Shahbaz et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Shahbaz, Muhammad Gao, Changyuan Zhai, Lili Shahzad, Fakhar Luqman, Adeel Zahid, Rimsha Impact of big data analytics on sales performance in pharmaceutical organizations: The role of customer relationship management capabilities |
title | Impact of big data analytics on sales performance in pharmaceutical organizations: The role of customer relationship management capabilities |
title_full | Impact of big data analytics on sales performance in pharmaceutical organizations: The role of customer relationship management capabilities |
title_fullStr | Impact of big data analytics on sales performance in pharmaceutical organizations: The role of customer relationship management capabilities |
title_full_unstemmed | Impact of big data analytics on sales performance in pharmaceutical organizations: The role of customer relationship management capabilities |
title_short | Impact of big data analytics on sales performance in pharmaceutical organizations: The role of customer relationship management capabilities |
title_sort | impact of big data analytics on sales performance in pharmaceutical organizations: the role of customer relationship management capabilities |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8081224/ https://www.ncbi.nlm.nih.gov/pubmed/33909667 http://dx.doi.org/10.1371/journal.pone.0250229 |
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