{"title":"中小企业数字营销研究的分析与分类","authors":"L. Cadavid, Alejandro Valencia-Arias","doi":"10.3926/ic.1809","DOIUrl":null,"url":null,"abstract":"Purpose: To analyze and categorize the scientific production in the field of digital marketing in small and medium enterprises.Design/methodology/approach: We retrieved the bibliographic information of 294 publications in this field indexed in Scopus and employed technology-mining techniques and cluster analysis of keywords to gain insight into the most relevant trends in this research area. We conducted a keyword cleaning process to remove ambiguity, synonyms, and obvious results and employed our own Python scripts and the Bibliometrix package in the R programming language for the calculations.Findings: Our results paint a broad picture of this research area, highlighting its most important journals, countries, researchers, and keywords, as well as their interactions. We also identified and explained five thematic clusters: electronic commerce, social media, specific social media, internationalization, and brand. We found that social media, big data, search engine optimization, advertisement, internationalization, websites, and Facebook are hot research topics in this field. Originality/value: This study offers updated information on the trends of the scientific production in said research field, covering a time window that goes up to the year 2021. This is beyond any traditional bibliometric analysis, and it reveals the structure of the knowledge in the field. This paper can be used as a reference point to define a future research agenda in this area.","PeriodicalId":45252,"journal":{"name":"Intangible Capital","volume":null,"pages":null},"PeriodicalIF":1.0000,"publicationDate":"2022-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Analysis and categorization of studies of digital marketing in small and medium enterprises\",\"authors\":\"L. Cadavid, Alejandro Valencia-Arias\",\"doi\":\"10.3926/ic.1809\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Purpose: To analyze and categorize the scientific production in the field of digital marketing in small and medium enterprises.Design/methodology/approach: We retrieved the bibliographic information of 294 publications in this field indexed in Scopus and employed technology-mining techniques and cluster analysis of keywords to gain insight into the most relevant trends in this research area. We conducted a keyword cleaning process to remove ambiguity, synonyms, and obvious results and employed our own Python scripts and the Bibliometrix package in the R programming language for the calculations.Findings: Our results paint a broad picture of this research area, highlighting its most important journals, countries, researchers, and keywords, as well as their interactions. We also identified and explained five thematic clusters: electronic commerce, social media, specific social media, internationalization, and brand. We found that social media, big data, search engine optimization, advertisement, internationalization, websites, and Facebook are hot research topics in this field. Originality/value: This study offers updated information on the trends of the scientific production in said research field, covering a time window that goes up to the year 2021. This is beyond any traditional bibliometric analysis, and it reveals the structure of the knowledge in the field. This paper can be used as a reference point to define a future research agenda in this area.\",\"PeriodicalId\":45252,\"journal\":{\"name\":\"Intangible Capital\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.0000,\"publicationDate\":\"2022-07-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Intangible Capital\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3926/ic.1809\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"MANAGEMENT\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Intangible Capital","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3926/ic.1809","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"MANAGEMENT","Score":null,"Total":0}
Analysis and categorization of studies of digital marketing in small and medium enterprises
Purpose: To analyze and categorize the scientific production in the field of digital marketing in small and medium enterprises.Design/methodology/approach: We retrieved the bibliographic information of 294 publications in this field indexed in Scopus and employed technology-mining techniques and cluster analysis of keywords to gain insight into the most relevant trends in this research area. We conducted a keyword cleaning process to remove ambiguity, synonyms, and obvious results and employed our own Python scripts and the Bibliometrix package in the R programming language for the calculations.Findings: Our results paint a broad picture of this research area, highlighting its most important journals, countries, researchers, and keywords, as well as their interactions. We also identified and explained five thematic clusters: electronic commerce, social media, specific social media, internationalization, and brand. We found that social media, big data, search engine optimization, advertisement, internationalization, websites, and Facebook are hot research topics in this field. Originality/value: This study offers updated information on the trends of the scientific production in said research field, covering a time window that goes up to the year 2021. This is beyond any traditional bibliometric analysis, and it reveals the structure of the knowledge in the field. This paper can be used as a reference point to define a future research agenda in this area.
期刊介绍:
The aim of Intangible Capital is to publish theoretical and empirical articles that contribute to contrast, extend and build theories that contribute to advance our understanding of phenomena related with management, and the management of intangibles, in organizations, from the perspectives of strategic management, human resource management, psychology, education, IT, supply chain management and accounting. The scientific research in management is grounded on theories developed from perspectives taken from a diversity of social sciences. Intangible Capital is open to publish articles that, from sociology, psychology, economics and industrial organization contribute to the scientific development of management and organizational science. Intangible Capital publishes scholar articles that contribute to contrast existing theories, or to build new theoretical approaches. The contributions can adopt confirmatory (quantitative) or explanatory (mainly qualitative) methodological approaches. Theoretical essays that enhance the building or extension of theoretical approaches are also welcome. Intangible Capital selects the articles to be published with a double bind, peer review system, following the practices of good scholarly journals. Intangible Capital publishes three regular issues per year following an open access policy. On-line publication allows to reduce publishing costs, and to make more agile the process of reviewing and edition. Intangible Capital defends that open access publishing fosters the advance of scientific knowledge, making it available to everyone. Intangible Capital publishes articles in English, Spanish and Catalan.