Exploratory Factor Analysis on Acceptance of Artificial Intelligence as Online Healthcare Product Sales Advisor Among Consumers of Guardian Pharmaceutical Outlets in Malaysia

Switching from human to artificial intelligence (AI) as online health sales advisors significantly impact sales. AI has been shown to influence customer purchases and adapt quickly to changes in online retail. While AI enhances efficiency and personalisation in sales, it also introduces ethical dile...

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Bibliographic Details
Published in:Malaysian Journal of Consumer and Family Economics
Main Author: Darus F.M.; Tan P.-L.; Yusop H.M.
Format: Article
Language:English
Published: Malaysian Consumer and Family Economics Association 2024
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85193682425&doi=10.60016%2fmajcafe.v32.18&partnerID=40&md5=be666abfd7a589c56ba677de3c0ba53c
id 2-s2.0-85193682425
spelling 2-s2.0-85193682425
Darus F.M.; Tan P.-L.; Yusop H.M.
Exploratory Factor Analysis on Acceptance of Artificial Intelligence as Online Healthcare Product Sales Advisor Among Consumers of Guardian Pharmaceutical Outlets in Malaysia
2024
Malaysian Journal of Consumer and Family Economics
32

10.60016/majcafe.v32.18
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85193682425&doi=10.60016%2fmajcafe.v32.18&partnerID=40&md5=be666abfd7a589c56ba677de3c0ba53c
Switching from human to artificial intelligence (AI) as online health sales advisors significantly impact sales. AI has been shown to influence customer purchases and adapt quickly to changes in online retail. While AI enhances efficiency and personalisation in sales, it also introduces ethical dilemmas, such as job loss and bias, alongside consumer scepticism about its accuracy and trustworthiness. Integrating AI into pharmacy practices demands a deep understanding of its effects on pharmacists' roles, signaling a significant shift in healthcare delivery. This study aims to explore and confirm the seven Unified Theory of Acceptance and Use of Technology 1 (UTAUT1) construct as a robust framework that can be utilized in the consumer acceptance of AI technologies in healthcare retail settings. The participants in the study were patrons of the Guardian Pharmacy in the Klang Valley region. The research team modified 46 questions from an earlier study, employing a dual translation method that involved translating the questionnaire from English to Malay and then back to English to better align with the demographics of the study group. The experts assessed and authenticated these revised statements to ensure their relevance and accuracy, focusing on content and appearance authenticity. The study analyzed and confirmed 103 responses using the exploratory factor analysis (EFA) technique. The EFA results indicated that each construct's items were grouped into one component with factor loading higher than 0.6, with the total variance explained ranging from 69% to 90% and overall internal reliability of 0.944. This study enriches existing knowledge by validating the UTAUT1 framework as a robust framework in assessing consumer acceptance towards AI integration in healthcare sales, marking a significant shift in healthcare delivery and underscoring the need for a nuanced understanding of AI's implications on pharmacists' roles amidst ethical and consumer. © 2018 Malaysian Consumer and Family.
Malaysian Consumer and Family Economics Association
15112802
English
Article
All Open Access; Hybrid Gold Open Access
author Darus F.M.; Tan P.-L.; Yusop H.M.
spellingShingle Darus F.M.; Tan P.-L.; Yusop H.M.
Exploratory Factor Analysis on Acceptance of Artificial Intelligence as Online Healthcare Product Sales Advisor Among Consumers of Guardian Pharmaceutical Outlets in Malaysia
author_facet Darus F.M.; Tan P.-L.; Yusop H.M.
author_sort Darus F.M.; Tan P.-L.; Yusop H.M.
title Exploratory Factor Analysis on Acceptance of Artificial Intelligence as Online Healthcare Product Sales Advisor Among Consumers of Guardian Pharmaceutical Outlets in Malaysia
title_short Exploratory Factor Analysis on Acceptance of Artificial Intelligence as Online Healthcare Product Sales Advisor Among Consumers of Guardian Pharmaceutical Outlets in Malaysia
title_full Exploratory Factor Analysis on Acceptance of Artificial Intelligence as Online Healthcare Product Sales Advisor Among Consumers of Guardian Pharmaceutical Outlets in Malaysia
title_fullStr Exploratory Factor Analysis on Acceptance of Artificial Intelligence as Online Healthcare Product Sales Advisor Among Consumers of Guardian Pharmaceutical Outlets in Malaysia
title_full_unstemmed Exploratory Factor Analysis on Acceptance of Artificial Intelligence as Online Healthcare Product Sales Advisor Among Consumers of Guardian Pharmaceutical Outlets in Malaysia
title_sort Exploratory Factor Analysis on Acceptance of Artificial Intelligence as Online Healthcare Product Sales Advisor Among Consumers of Guardian Pharmaceutical Outlets in Malaysia
publishDate 2024
container_title Malaysian Journal of Consumer and Family Economics
container_volume 32
container_issue
doi_str_mv 10.60016/majcafe.v32.18
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85193682425&doi=10.60016%2fmajcafe.v32.18&partnerID=40&md5=be666abfd7a589c56ba677de3c0ba53c
description Switching from human to artificial intelligence (AI) as online health sales advisors significantly impact sales. AI has been shown to influence customer purchases and adapt quickly to changes in online retail. While AI enhances efficiency and personalisation in sales, it also introduces ethical dilemmas, such as job loss and bias, alongside consumer scepticism about its accuracy and trustworthiness. Integrating AI into pharmacy practices demands a deep understanding of its effects on pharmacists' roles, signaling a significant shift in healthcare delivery. This study aims to explore and confirm the seven Unified Theory of Acceptance and Use of Technology 1 (UTAUT1) construct as a robust framework that can be utilized in the consumer acceptance of AI technologies in healthcare retail settings. The participants in the study were patrons of the Guardian Pharmacy in the Klang Valley region. The research team modified 46 questions from an earlier study, employing a dual translation method that involved translating the questionnaire from English to Malay and then back to English to better align with the demographics of the study group. The experts assessed and authenticated these revised statements to ensure their relevance and accuracy, focusing on content and appearance authenticity. The study analyzed and confirmed 103 responses using the exploratory factor analysis (EFA) technique. The EFA results indicated that each construct's items were grouped into one component with factor loading higher than 0.6, with the total variance explained ranging from 69% to 90% and overall internal reliability of 0.944. This study enriches existing knowledge by validating the UTAUT1 framework as a robust framework in assessing consumer acceptance towards AI integration in healthcare sales, marking a significant shift in healthcare delivery and underscoring the need for a nuanced understanding of AI's implications on pharmacists' roles amidst ethical and consumer. © 2018 Malaysian Consumer and Family.
publisher Malaysian Consumer and Family Economics Association
issn 15112802
language English
format Article
accesstype All Open Access; Hybrid Gold Open Access
record_format scopus
collection Scopus
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