Loading…

A structured literature review on Big Data for customer relationship management (CRM): toward a future agenda in international marketing

PurposeThis paper aims to advance the international marketing debate by presenting the results of a structured literature review (SLR) focusing on Big Data implementation in customer relationship management (CRM) strategizing. It outlines past and present literature and frames a future research agen...

Full description

Saved in:
Bibliographic Details
Published in:International marketing review 2022-10, Vol.39 (5), p.1069-1092
Main Authors: Del Vecchio, Pasquale, Mele, Gioconda, Siachou, Evangelia, Schito, Gloria
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c336t-3db1e3c639fc0a773f1fe63b473093541d8bd9ea1d8f5db6ca672c7d11ca88d33
cites cdi_FETCH-LOGICAL-c336t-3db1e3c639fc0a773f1fe63b473093541d8bd9ea1d8f5db6ca672c7d11ca88d33
container_end_page 1092
container_issue 5
container_start_page 1069
container_title International marketing review
container_volume 39
creator Del Vecchio, Pasquale
Mele, Gioconda
Siachou, Evangelia
Schito, Gloria
description PurposeThis paper aims to advance the international marketing debate by presenting the results of a structured literature review (SLR) focusing on Big Data implementation in customer relationship management (CRM) strategizing. It outlines past and present literature and frames a future research agenda.Design/methodology/approachThe research analyzes papers published in journals from 2013 to 2020, deriving significant insights about Big Data applications in CRM. A sample of 48 articles indexed at Scopus was preliminarily submitted for bibliometric analysis. Finally, 46 papers were analyzed with content and a bibliometric analysis to identify areas of thematic specializations.FindingsThe paper presents a conceptual multilevel framework demonstrating areas of specialization emerging from the literature. The framework is built around four coordinated sequences of actions relevant to “why,” “what,” “who” and “how” Big Data is implemented in CRM strategies, thus supporting the conception and implementation of an internationalization marketing strategy.Research limitations/implicationsImplications for the development of the future research agenda on international marketing arise from the comprehension of Big Data in CRM strategy.Originality/valueThe paper provides a comprehensive SLR of the articles dealing with models and processes of Big Data for CRM from an international marketing perspective. Despite these issues' relevance and the increasing literature focused on them, research in this area is still fragmented and underexplored, requiring more systematic and holistic studies.
doi_str_mv 10.1108/IMR-01-2021-0036
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2727587025</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2727587025</sourcerecordid><originalsourceid>FETCH-LOGICAL-c336t-3db1e3c639fc0a773f1fe63b473093541d8bd9ea1d8f5db6ca672c7d11ca88d33</originalsourceid><addsrcrecordid>eNptkctKAzEUhoMoWKt7lwE3uohNJp1k6q7WW6FFKLoOaS41dTpTk4zFR_AtfBafzEzrRhACJ3D-7-TwBYBTgi8JwUVvPJ0hTFCGM4IwpmwPdAjPC8Q4o_uggzOWI0JpfgiOQljiNkJwB3wOYYi-UbHxRsPSReNle4fevDuzgXUFr90C3sgooa09VE2I9cr41C9ldHUVXtwarmQlF2ZlqgjPR7PpxRWM9UZ6DeX3l22281K_0hK6Kp30SLWFZZlQ_2qiqxbH4MDKMpiT39oFz3e3T6MHNHm8H4-GE6QoZRFRPSeGKkYHVmHJObXEGkbnfU7xgOZ9oou5HhiZqs31nCnJeKa4JkTJotCUdsHZbu7a12-NCVEs6ybtUwaR8Swp4zjLUwrvUsrXIXhjxdq7tOuHIFi0wkUSLjARrXDR2kxIb4ckEV6W-j_izxfRH7i_hJE</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2727587025</pqid></control><display><type>article</type><title>A structured literature review on Big Data for customer relationship management (CRM): toward a future agenda in international marketing</title><source>ABI/INFORM Global (ProQuest)</source><source>Emerald:Jisc Collections:Emerald Subject Collections HE and FE 2024-2026:Emerald Premier (reading list)</source><creator>Del Vecchio, Pasquale ; Mele, Gioconda ; Siachou, Evangelia ; Schito, Gloria</creator><creatorcontrib>Del Vecchio, Pasquale ; Mele, Gioconda ; Siachou, Evangelia ; Schito, Gloria</creatorcontrib><description>PurposeThis paper aims to advance the international marketing debate by presenting the results of a structured literature review (SLR) focusing on Big Data implementation in customer relationship management (CRM) strategizing. It outlines past and present literature and frames a future research agenda.Design/methodology/approachThe research analyzes papers published in journals from 2013 to 2020, deriving significant insights about Big Data applications in CRM. A sample of 48 articles indexed at Scopus was preliminarily submitted for bibliometric analysis. Finally, 46 papers were analyzed with content and a bibliometric analysis to identify areas of thematic specializations.FindingsThe paper presents a conceptual multilevel framework demonstrating areas of specialization emerging from the literature. The framework is built around four coordinated sequences of actions relevant to “why,” “what,” “who” and “how” Big Data is implemented in CRM strategies, thus supporting the conception and implementation of an internationalization marketing strategy.Research limitations/implicationsImplications for the development of the future research agenda on international marketing arise from the comprehension of Big Data in CRM strategy.Originality/valueThe paper provides a comprehensive SLR of the articles dealing with models and processes of Big Data for CRM from an international marketing perspective. Despite these issues' relevance and the increasing literature focused on them, research in this area is still fragmented and underexplored, requiring more systematic and holistic studies.</description><identifier>ISSN: 0265-1335</identifier><identifier>EISSN: 1758-6763</identifier><identifier>DOI: 10.1108/IMR-01-2021-0036</identifier><language>eng</language><publisher>London: Emerald Publishing Limited</publisher><subject>Big Data ; Competitive advantage ; Customer relationship management ; Customers ; Data analysis ; Data collection ; Globalization ; International markets ; Knowledge management ; Literature reviews ; Marketing ; Supply chains ; Value creation</subject><ispartof>International marketing review, 2022-10, Vol.39 (5), p.1069-1092</ispartof><rights>Emerald Publishing Limited</rights><rights>Emerald Publishing Limited.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c336t-3db1e3c639fc0a773f1fe63b473093541d8bd9ea1d8f5db6ca672c7d11ca88d33</citedby><cites>FETCH-LOGICAL-c336t-3db1e3c639fc0a773f1fe63b473093541d8bd9ea1d8f5db6ca672c7d11ca88d33</cites><orcidid>0000-0002-9907-3984 ; 0000-0001-9791-3049 ; 0000-0003-1774-5052 ; 0000-0002-7242-2232</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2727587025/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$H</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2727587025?pq-origsite=primo$$EHTML$$P50$$Gproquest$$H</linktohtml><link.rule.ids>314,780,784,11688,27924,27925,36060,44363,74895</link.rule.ids></links><search><creatorcontrib>Del Vecchio, Pasquale</creatorcontrib><creatorcontrib>Mele, Gioconda</creatorcontrib><creatorcontrib>Siachou, Evangelia</creatorcontrib><creatorcontrib>Schito, Gloria</creatorcontrib><title>A structured literature review on Big Data for customer relationship management (CRM): toward a future agenda in international marketing</title><title>International marketing review</title><description>PurposeThis paper aims to advance the international marketing debate by presenting the results of a structured literature review (SLR) focusing on Big Data implementation in customer relationship management (CRM) strategizing. It outlines past and present literature and frames a future research agenda.Design/methodology/approachThe research analyzes papers published in journals from 2013 to 2020, deriving significant insights about Big Data applications in CRM. A sample of 48 articles indexed at Scopus was preliminarily submitted for bibliometric analysis. Finally, 46 papers were analyzed with content and a bibliometric analysis to identify areas of thematic specializations.FindingsThe paper presents a conceptual multilevel framework demonstrating areas of specialization emerging from the literature. The framework is built around four coordinated sequences of actions relevant to “why,” “what,” “who” and “how” Big Data is implemented in CRM strategies, thus supporting the conception and implementation of an internationalization marketing strategy.Research limitations/implicationsImplications for the development of the future research agenda on international marketing arise from the comprehension of Big Data in CRM strategy.Originality/valueThe paper provides a comprehensive SLR of the articles dealing with models and processes of Big Data for CRM from an international marketing perspective. Despite these issues' relevance and the increasing literature focused on them, research in this area is still fragmented and underexplored, requiring more systematic and holistic studies.</description><subject>Big Data</subject><subject>Competitive advantage</subject><subject>Customer relationship management</subject><subject>Customers</subject><subject>Data analysis</subject><subject>Data collection</subject><subject>Globalization</subject><subject>International markets</subject><subject>Knowledge management</subject><subject>Literature reviews</subject><subject>Marketing</subject><subject>Supply chains</subject><subject>Value creation</subject><issn>0265-1335</issn><issn>1758-6763</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>M0C</sourceid><recordid>eNptkctKAzEUhoMoWKt7lwE3uohNJp1k6q7WW6FFKLoOaS41dTpTk4zFR_AtfBafzEzrRhACJ3D-7-TwBYBTgi8JwUVvPJ0hTFCGM4IwpmwPdAjPC8Q4o_uggzOWI0JpfgiOQljiNkJwB3wOYYi-UbHxRsPSReNle4fevDuzgXUFr90C3sgooa09VE2I9cr41C9ldHUVXtwarmQlF2ZlqgjPR7PpxRWM9UZ6DeX3l22281K_0hK6Kp30SLWFZZlQ_2qiqxbH4MDKMpiT39oFz3e3T6MHNHm8H4-GE6QoZRFRPSeGKkYHVmHJObXEGkbnfU7xgOZ9oou5HhiZqs31nCnJeKa4JkTJotCUdsHZbu7a12-NCVEs6ybtUwaR8Swp4zjLUwrvUsrXIXhjxdq7tOuHIFi0wkUSLjARrXDR2kxIb4ckEV6W-j_izxfRH7i_hJE</recordid><startdate>20221025</startdate><enddate>20221025</enddate><creator>Del Vecchio, Pasquale</creator><creator>Mele, Gioconda</creator><creator>Siachou, Evangelia</creator><creator>Schito, Gloria</creator><general>Emerald Publishing Limited</general><general>Emerald Group Publishing Limited</general><scope>AAYXX</scope><scope>CITATION</scope><scope>0U~</scope><scope>1-H</scope><scope>7WY</scope><scope>7WZ</scope><scope>7XB</scope><scope>8AO</scope><scope>8FI</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>F~G</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>K6~</scope><scope>L.-</scope><scope>L.0</scope><scope>M0C</scope><scope>M2M</scope><scope>M2O</scope><scope>MBDVC</scope><scope>PQBIZ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PSYQQ</scope><scope>Q9U</scope><orcidid>https://orcid.org/0000-0002-9907-3984</orcidid><orcidid>https://orcid.org/0000-0001-9791-3049</orcidid><orcidid>https://orcid.org/0000-0003-1774-5052</orcidid><orcidid>https://orcid.org/0000-0002-7242-2232</orcidid></search><sort><creationdate>20221025</creationdate><title>A structured literature review on Big Data for customer relationship management (CRM): toward a future agenda in international marketing</title><author>Del Vecchio, Pasquale ; Mele, Gioconda ; Siachou, Evangelia ; Schito, Gloria</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c336t-3db1e3c639fc0a773f1fe63b473093541d8bd9ea1d8f5db6ca672c7d11ca88d33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Big Data</topic><topic>Competitive advantage</topic><topic>Customer relationship management</topic><topic>Customers</topic><topic>Data analysis</topic><topic>Data collection</topic><topic>Globalization</topic><topic>International markets</topic><topic>Knowledge management</topic><topic>Literature reviews</topic><topic>Marketing</topic><topic>Supply chains</topic><topic>Value creation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Del Vecchio, Pasquale</creatorcontrib><creatorcontrib>Mele, Gioconda</creatorcontrib><creatorcontrib>Siachou, Evangelia</creatorcontrib><creatorcontrib>Schito, Gloria</creatorcontrib><collection>CrossRef</collection><collection>Global News &amp; ABI/Inform Professional</collection><collection>Trade PRO</collection><collection>ABI/INFORM Collection</collection><collection>ABI/INFORM Global (PDF only)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ProQuest Pharma Collection</collection><collection>Hospital Premium Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest Business Premium Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>ABI/INFORM Global (Corporate)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>ProQuest Business Collection</collection><collection>ABI/INFORM Professional Advanced</collection><collection>ABI/INFORM Professional Standard</collection><collection>ABI/INFORM Global (ProQuest)</collection><collection>Psychology Database</collection><collection>ProQuest Research Library</collection><collection>Research Library (Corporate)</collection><collection>ProQuest One Business</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><jtitle>International marketing review</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Del Vecchio, Pasquale</au><au>Mele, Gioconda</au><au>Siachou, Evangelia</au><au>Schito, Gloria</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A structured literature review on Big Data for customer relationship management (CRM): toward a future agenda in international marketing</atitle><jtitle>International marketing review</jtitle><date>2022-10-25</date><risdate>2022</risdate><volume>39</volume><issue>5</issue><spage>1069</spage><epage>1092</epage><pages>1069-1092</pages><issn>0265-1335</issn><eissn>1758-6763</eissn><abstract>PurposeThis paper aims to advance the international marketing debate by presenting the results of a structured literature review (SLR) focusing on Big Data implementation in customer relationship management (CRM) strategizing. It outlines past and present literature and frames a future research agenda.Design/methodology/approachThe research analyzes papers published in journals from 2013 to 2020, deriving significant insights about Big Data applications in CRM. A sample of 48 articles indexed at Scopus was preliminarily submitted for bibliometric analysis. Finally, 46 papers were analyzed with content and a bibliometric analysis to identify areas of thematic specializations.FindingsThe paper presents a conceptual multilevel framework demonstrating areas of specialization emerging from the literature. The framework is built around four coordinated sequences of actions relevant to “why,” “what,” “who” and “how” Big Data is implemented in CRM strategies, thus supporting the conception and implementation of an internationalization marketing strategy.Research limitations/implicationsImplications for the development of the future research agenda on international marketing arise from the comprehension of Big Data in CRM strategy.Originality/valueThe paper provides a comprehensive SLR of the articles dealing with models and processes of Big Data for CRM from an international marketing perspective. Despite these issues' relevance and the increasing literature focused on them, research in this area is still fragmented and underexplored, requiring more systematic and holistic studies.</abstract><cop>London</cop><pub>Emerald Publishing Limited</pub><doi>10.1108/IMR-01-2021-0036</doi><tpages>24</tpages><orcidid>https://orcid.org/0000-0002-9907-3984</orcidid><orcidid>https://orcid.org/0000-0001-9791-3049</orcidid><orcidid>https://orcid.org/0000-0003-1774-5052</orcidid><orcidid>https://orcid.org/0000-0002-7242-2232</orcidid></addata></record>
fulltext fulltext
identifier ISSN: 0265-1335
ispartof International marketing review, 2022-10, Vol.39 (5), p.1069-1092
issn 0265-1335
1758-6763
language eng
recordid cdi_proquest_journals_2727587025
source ABI/INFORM Global (ProQuest); Emerald:Jisc Collections:Emerald Subject Collections HE and FE 2024-2026:Emerald Premier (reading list)
subjects Big Data
Competitive advantage
Customer relationship management
Customers
Data analysis
Data collection
Globalization
International markets
Knowledge management
Literature reviews
Marketing
Supply chains
Value creation
title A structured literature review on Big Data for customer relationship management (CRM): toward a future agenda in international marketing
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-27T11%3A25%3A33IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20structured%20literature%20review%20on%20Big%20Data%20for%20customer%20relationship%20management%20(CRM):%20toward%20a%C2%A0future%20agenda%20in%20international%20marketing&rft.jtitle=International%20marketing%20review&rft.au=Del%20Vecchio,%20Pasquale&rft.date=2022-10-25&rft.volume=39&rft.issue=5&rft.spage=1069&rft.epage=1092&rft.pages=1069-1092&rft.issn=0265-1335&rft.eissn=1758-6763&rft_id=info:doi/10.1108/IMR-01-2021-0036&rft_dat=%3Cproquest_cross%3E2727587025%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c336t-3db1e3c639fc0a773f1fe63b473093541d8bd9ea1d8f5db6ca672c7d11ca88d33%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2727587025&rft_id=info:pmid/&rfr_iscdi=true