Ritika Chopra, Seema Bhardwaj, Park Thaichon, Kiran Nair
{"title":"Unpacking service failures in artificial intelligence: future research directions","authors":"Ritika Chopra, Seema Bhardwaj, Park Thaichon, Kiran Nair","doi":"10.1108/apjml-03-2024-0393","DOIUrl":null,"url":null,"abstract":"<h3>Purpose</h3>\n<p>The present study undertakes an extensive review of the causes of service failures in artificial intelligence (AI) technology literature.</p><!--/ Abstract__block -->\n<h3>Design/methodology/approach</h3>\n<p>A hybrid review has been employed which includes descriptive analysis, and bibliometric analysis with content analysis of the literature approach to synthesizing existing research on a certain topic. The study has followed the SPAR-4-SLR protocol as outlined by Paul <em>et al</em>. (2021). The search period encompasses the progression of service failure in AI from 2001 to 2023.</p><!--/ Abstract__block -->\n<h3>Findings</h3>\n<p>From identified theories, theoretical implications are derived, and thematic maps direct future research on topics such as data mining, smart factories, and among others. The key themes are being proposed incorporates technological elements, ethical deliberations, and cooperative endeavours.</p><!--/ Abstract__block -->\n<h3>Originality/value</h3>\n<p>This research study makes a valuable contribution to understanding and reducing service defects in AI by providing insights that can inform future investigations and practical implementations. Six key future research directions are derived from the thematic and cluster discussions presented in the content analysis.</p><!--/ Abstract__block -->","PeriodicalId":47866,"journal":{"name":"Asia Pacific Journal of Marketing and Logistics","volume":null,"pages":null},"PeriodicalIF":3.9000,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Asia Pacific Journal of Marketing and Logistics","FirstCategoryId":"91","ListUrlMain":"https://doi.org/10.1108/apjml-03-2024-0393","RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BUSINESS","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose
The present study undertakes an extensive review of the causes of service failures in artificial intelligence (AI) technology literature.
Design/methodology/approach
A hybrid review has been employed which includes descriptive analysis, and bibliometric analysis with content analysis of the literature approach to synthesizing existing research on a certain topic. The study has followed the SPAR-4-SLR protocol as outlined by Paul et al. (2021). The search period encompasses the progression of service failure in AI from 2001 to 2023.
Findings
From identified theories, theoretical implications are derived, and thematic maps direct future research on topics such as data mining, smart factories, and among others. The key themes are being proposed incorporates technological elements, ethical deliberations, and cooperative endeavours.
Originality/value
This research study makes a valuable contribution to understanding and reducing service defects in AI by providing insights that can inform future investigations and practical implementations. Six key future research directions are derived from the thematic and cluster discussions presented in the content analysis.
期刊介绍：
The Asia Pacific Journal of Marketing and Logistics (APJML) provides a unique focus on marketing and logistics in the Asia Pacific region. It publishes research which focus on marketing and logistics problems, new procedures and practical approaches, systematic and critical reviews of changes in marketing and logistics and cross-national and cross-cultural comparisons of theory into practice. APJML is to publish articles including empirical research, conceptual papers, in-depth literature review and testing of alternative methodologies and theories that have significant contributions to the knowledge of marketing and logistics in the Asia Pacific region. The journal strives to bridge the gap between academia and practice, hence it also publishes viewpoints from practitioners, case studies and research notes of emerging trends. Book reviews of cutting edge topics are also welcome. Readers will benefit from reports on the latest findings, new initiatives and cutting edge methodologies. Readers outside the region will have a greater understanding of the cultural orientation of business in the Asia Pacific and will be kept up to date with new insights of upcoming trends. The journal recognizes the dynamic impact of Asian Pacific marketing and logistics to the international arena. An in-depth understanding of the latest trends and developments in Asia Pacific region is imperative for firms and organizations to arm themselves with competitive advantages in the 21st century. APJML includes, but is not restricted to: -Marketing strategy -Relationship marketing -Cross-cultural issues -Consumer markets and buying behaviour -Managing marketing channels -Logistics specialists -Branding issues in Asia Pacific markets -Segmentation -Marketing theory -New product development -Marketing research -Integrated marketing communications -Legal and public policy -Cross national and cross cultural studies
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
