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Article
Publication date: 3 February 2015

Science mapping in industrial marketing

Francisco Vieira and Carlos Brito

– This study aims to map scientific knowledge in industrial marketing.

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Abstract

Purpose

This study aims to map scientific knowledge in industrial marketing.

Design/methodology/approach

The research was conducted on the basis of a quantitative and descriptive research using scientometric analysis based on scientific records. It analyzes more than 14,000 scientific records on the Scopus database from 1956 to 2009. The sample fits Bradford’s and Lotka’s power laws of distribution of science in use.

Findings

The study reveals the existence of four stages: the genesis of this stream of research (1956-1984), the early development (1985-1995), the consolidation of production (1996-2003) and the phase of scientific maturity (from 2004) with an increasing number of records in recent years. Regarding authorship, there is a clear predominance of single authorship and an average increase in the number of authors per record from one to two authors for recent years. The main sources of knowledge are the Journal of Business & Industrial Marketing and the Industrial Marketing Management journal. A statistical significance is shown between the number of records and the number of papers per journal, highlighting that Management Science and Industrial Marketing Management journals are the most cited sources.

Practical implications

Practitioners find in this paper a sound basis for a wide perspective of the key issues addressed by researchers on industrial marketing over the past decades, as well as good insights in terms of the main challenges faced by companies in this field.

Originality/value

Evidence was found of the existence of a long tail behavior in scientific literature of industrial marketing regarding chronology, sources, number of records with a single author and number of records cited.

Details

Journal of Business & Industrial Marketing, vol. 30 no. 1
Type: Research Article
DOI: https://doi.org/10.1108/JBIM-02-2014-0027
ISSN: 0885-8624

Keywords

  • Industrial marketing
  • Business-to-Business marketing

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Article
Publication date: 6 January 2021

Knowledge mapping of microfinance performance research: a bibliometric analysis

Shabiha Akter, Md Hamid Uddin and Ahmad Hakimi Tajuddin

Performance assessment of microfinance institutions (MFIs) has long been a question of considerable research interest. The dual goals – financial performance and social…

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Abstract

Purpose

Performance assessment of microfinance institutions (MFIs) has long been a question of considerable research interest. The dual goals – financial performance and social performance of MFIs widely studied yet remain unsolved in the existing literature. To assess the knowledge structure of research in this area and to aid future research, we review the literature with bibliometric analysis.

Design/methodology/approach

Our study has used bibliographic data of 1,252 scientific documents indexed in the Scopus database from 1995 to 2020 (June 05). We have used the “bibliometrix” package in R language to analyze the data and illustrate the findings.

Findings

We find that there has been an increasing trend in publications, especially from 2006 onwards. Various bibliometric indicators allow us to follow the progression of knowledge along with identifying the most contributing and impactful authors, publication sources, institutions and countries. We illustrate the major research themes and identify that “poverty alleviations”, “group lending” and “credit scoring” are the major emerging and specialized themes besides the basic research evolved around “microfinance” or “microcredit”. Our further analysis of thematic evolution over different time frames reveals that “financial performance” aspect is getting more attention in recent times in evaluating the performance of MFIs.

Originality/value

The insights of knowledge accumulated from our bibliometric review and thematic analysis provide researchers with an efficient comprehension of the advancement of the research on microfinance performance and offer avenues for future scientific endeavors.

Details

International Journal of Social Economics, vol. 48 no. 3
Type: Research Article
DOI: https://doi.org/10.1108/IJSE-08-2020-0545
ISSN: 0306-8293

Keywords

  • Microfinance
  • Microfinance performance
  • Bibliometric analysis
  • Knowledge mapping
  • Bibliometrix

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Article
Publication date: 19 October 2020

The investigation on infoecology in the field of smart manufacturing

Asefeh Asemi and Andrea Ko

The present study is aimed to determine the infoecology of scientific articles in the field of smart manufacturing (SM). The researchers designed a general framework for…

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Abstract

Purpose

The present study is aimed to determine the infoecology of scientific articles in the field of smart manufacturing (SM). The researchers designed a general framework for the investigation of infoecology.

Design/methodology/approach

The qualitative and quantitative data collection methods are applied to collect data from the Scopus and experts. The bibliometric technique, clustering and graph mining are applied to analysis data by Scopus data analysis tools, VOSviewer and Excel software.

Findings

It is concluded that researchers paid attention to “Flow Control”, “Embedded Systems”, “IoT”, “Big Data” and “Cyber-Physical System” more than other infocenose. Finally, a thematic model presented based on the infoecology of SM in Scopus for future studies. Also, as future work, designing a “research-related” metamodel for SM would be beneficial for the researchers, to highlight the main future research directions.

Practical implications

The results of the present study can be applied to the following issues: (1) To make decisions based on research and scientific evidence and conduct scientific research on real needs and issues in the field of SM, (2) Holding the workshops on infoecology to determine research priorities with the presence of experts in related industries, (3) Determining the most important areas of research in order to improve the index of applied research, (4) Assist in prioritizing research in the field of SM to select a set of research and technological activities and allocate resources effectively to these activities, (5) Helping to increase the relationship between research and technological activities with the economic and long-term goals of industry and society, (6) Helping to prioritize the issues of SM in research and technology in order to target the allocation of financial and human capital and solving the main challenges and take advantage of opportunities, (7) Helping to avoid fragmentation of work and providing educational infrastructure based on prioritized research needs and (8) Helping to hold start-ups and the activities of knowledge-based companies based on research priorities in the field of SM.

Originality/value

The analysis results demonstrated that the information ecosystem of SM studies dynamically developed over time. The continuous conduction flow of scientific studies in this field brought continuous changes into the infoecology of this field.

Details

Library Hi Tech, vol. ahead-of-print no. ahead-of-print
Type: Research Article
DOI: https://doi.org/10.1108/LHT-03-2020-0057
ISSN: 0737-8831

Keywords

  • Infoecology
  • Smart manufacturing (SM)
  • Infotope
  • Infocenose
  • Scopus
  • Graph mining
  • Clustering
  • Scientific productions
  • Infoecosystem
  • Infoecological studies
  • LCSH

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Article
Publication date: 4 September 2020

Examining the boundaries of entrepreneurial marketing: a bibliographic analysis

Caitlin Ferreira and Jeandri Robertson

Literature in the entrepreneurial marketing (EM) field continues to flourish with a noted increase in publications in recent years. This study aims to conduct a…

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Abstract

Purpose

Literature in the entrepreneurial marketing (EM) field continues to flourish with a noted increase in publications in recent years. This study aims to conduct a bibliographic analysis of EM literature, to examine the intellectual landscape of the field and assess scientific productivity and impact.

Design/methodology/approach

A total of 1,363 EM papers, extracted from the Web of Science database, were identified between 2005 and 2019. Co-authorship, citation, co-citation and keyword co-occurrence were examined, identifying the most-prominent authors, articles, journals and countries of publication, citation and co-citation. Network maps were created using VOSviewer.

Findings

The findings indicate that EM has become a thriving, multidisciplinary field that has reached a point of maturity, where exploration is seemingly a major focus of the field’s expansion. This maturity is mirrored in the evolution of the EM operationalisation – moving from a narrowly defined scope to a far broader and encompassing operationalisation. Distinct schools of thought emerging in the literature have been identified and emerging trends guiding the future growth of the EM field have been discussed. The expansion of the field continues to be assembled on the foundation of a number of seminal papers.

Originality/value

This research offers an updated examination of the EM field, in particular, including a period of recent expansion in the field. The incorporation of network maps offers a visual depiction of the intellectual landscape of the field.

Details

Journal of Research in Marketing and Entrepreneurship, vol. 22 no. 2
Type: Research Article
DOI: https://doi.org/10.1108/JRME-05-2020-0046
ISSN: 1471-5201

Keywords

  • Entrepreneurial marketing
  • Bibliographic analysis
  • Citation analysis
  • Network maps
  • Scientific mapping
  • VOSviewer

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Article
Publication date: 8 September 2020

Knowledge mapping of hospital accreditation research: a coword analysis

Mazyar Karamali, Mohammadkarim Bahadori, Ramin Ravangard and Maryam Yaghoubi

Hospital accreditation has been adopted internationally as a way and solution for healthcare quality improvement in hospitals. The purpose of this study was to review and…

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Abstract

Purpose

Hospital accreditation has been adopted internationally as a way and solution for healthcare quality improvement in hospitals. The purpose of this study was to review and knowledge mapping of bibliographic data about “Hospital Accreditation” and assess the current quantitative trends.

Design/methodology/approach

Scientometric methods and knowledge visualization using the coword analysis techniques conducted in three steps based on the data related to the field of hospital accreditation from 1975 to 2018 obtained from the MEDLINE database. Bibliographic data for titles, abstracts and keywords articles were saved in CSV format and MEDLINE templates by applying filters. Data extracted were exported into an Excel spreadsheet and were preprocessed. The authors applied the text mining and visualization using VOSviewer software.

Findings

Hospital accreditation studies have been increased rapidly over the past 30 years. 6,661 documents in the field of hospital accreditation had been published from 1975 to 2018. Hospitals or organizations active in the field of hospital accreditation were in the United States, Italy and Canada. The 10 most productive authors identified in the area of hospital accreditation with a higher influence were identified. “The United States”, “accreditation”, “Joint commission on accreditation” and “quality assurance, healthcare” had, respectively, the highest frequency. The cluster analysis identified and categorized them into four major clusters. Hospital accreditation field had a close relationship with the quality improvement, patient safety, risk and standards.

Originality/value

Hospital accreditation had focused on the scopes of implementation of accreditation programs, adherence to JCI standards, and focus on safety and quality improvement. Future studies are recommended to be conducted on design interventions and paying attention to all dimensions of hospital accreditation.

Details

International Journal of Health Care Quality Assurance, vol. 33 no. 6
Type: Research Article
DOI: https://doi.org/10.1108/IJHCQA-03-2020-0050
ISSN: 0952-6862

Keywords

  • Hospital accreditation
  • Knowledge mapping
  • Coword analysis
  • MEDLINE

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Article
Publication date: 7 December 2015

Heroin assisted treatment and research networks

Esben Houborg and Rasmus Munksgaard Andersen

The purpose of this paper is to map research communities related to heroin-assisted treatment (HAT) and the scientific network they are part of to determine their…

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Abstract

Purpose

The purpose of this paper is to map research communities related to heroin-assisted treatment (HAT) and the scientific network they are part of to determine their structure and content.

Design/methodology/approach

Co-authorship as the basis for conducting social network analysis with regard to degree, weighted degree, betweenness centrality, and edge betweenness centrality.

Findings

A number of central researchers were identified on the basis of the number of their collaborative relations. Central actors were also identified on the basis of their position in the research network. In total, 11 research communities were constructed with different scientific content. HAT research communities are closely connected to medical, psychiatric, and epidemiological research and very loosely connected to social research.

Originality/value

The first mapping of the collaborative network HAT researchers using social network methodology.

Details

Drugs and Alcohol Today, vol. 15 no. 4
Type: Research Article
DOI: https://doi.org/10.1108/DAT-07-2015-0031
ISSN: 1745-9265

Keywords

  • Research
  • Collaboration
  • Networks
  • Co-authorhip
  • Evidence base
  • Heroin-assisted treatment

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Article
Publication date: 19 March 2018

Mapping the “intellectual structure” of research on human resources in the “tourism and hospitality management scientific domain”: Reviewing the field and shedding light on future directions

Francisco García-Lillo, Enrique Claver-Cortés, Mercedes Úbeda-García, Bartolomé Marco-Lajara and Patrocinio Carmen Zaragoza-Sáez

The purpose of this paper – based on the conviction that the human resource is by far the most strategic or distinctive resource available to firms competing in…

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Abstract

Purpose

The purpose of this paper – based on the conviction that the human resource is by far the most strategic or distinctive resource available to firms competing in hospitality and tourism industries – is to objectively analyze the research on HR developed in the domain of tourism and hospitality management between 1997 and 2016. The aim is to “identify” and “represent” the “intellectual structure” of the field examined.

Design/methodology/approach

“Bibliometric” methods are utilized: document citation and co-citation analyses, as well as social network analysis (SNA).

Findings

The paper provides an interesting inventory of the theoretical foundations of knowledge developed around HR in the field under study by different theoretical frameworks and scientific disciplines, such as marketing or psychology. However, its main contribution is to identify an important gap in the literature in the specific area of management.

Research limitations/implications

The present study has several limitations resulting from the utilization of “bibliometric” methods applied in the analyses performed. As for the implications, these are more than obvious.

Originality/value

The authors believe that research developed here provides – through a kind of “meta-analysis” – a valuable outlet from which future researchers could benefit, giving them easier access to the theoretical foundations on which HR research in the field in question is based. This work also suggests some paths for future development or research in the field within the context of hospitality and tourism industries.

Details

International Journal of Contemporary Hospitality Management, vol. 30 no. 3
Type: Research Article
DOI: https://doi.org/10.1108/IJCHM-04-2017-0187
ISSN: 0959-6119

Keywords

  • Bibliometrics
  • Human resources
  • Citation analysis
  • Document co-citation analysis (DCA)
  • Hospitality and tourism industries
  • Social network analysis (SNA)

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Article
Publication date: 21 January 2019

Is it possible to rank universities using fewer indicators? A study on five international university rankings

Güleda Doğan and Umut Al

The purpose of this paper is to analyze the similarity of intra-indicators used in research-focused international university rankings (Academic Ranking of World…

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Abstract

Purpose

The purpose of this paper is to analyze the similarity of intra-indicators used in research-focused international university rankings (Academic Ranking of World Universities (ARWU), NTU, University Ranking by Academic Performance (URAP), Quacquarelli Symonds (QS) and Round University Ranking (RUR)) over years, and show the effect of similar indicators on overall rankings for 2015. The research questions addressed in this study in accordance with these purposes are as follows: At what level are the intra-indicators used in international university rankings similar? Is it possible to group intra-indicators according to their similarities? What is the effect of similar intra-indicators on overall rankings?

Design/methodology/approach

Indicator-based scores of all universities in five research-focused international university rankings for all years they ranked form the data set of this study for the first and second research questions. The authors used a multidimensional scaling (MDS) and cosine similarity measure to analyze similarity of indicators and to answer these two research questions. Indicator-based scores and overall ranking scores for 2015 are used as data and Spearman correlation test is applied to answer the third research question.

Findings

Results of the analyses show that the intra-indicators used in ARWU, NTU and URAP are highly similar and that they can be grouped according to their similarities. The authors also examined the effect of similar indicators on 2015 overall ranking lists for these three rankings. NTU and URAP are affected least from the omitted similar indicators, which means it is possible for these two rankings to create very similar overall ranking lists to the existing overall ranking using fewer indicators.

Research limitations/implications

CWTS, Mapping Scientific Excellence, Nature Index, and SCImago Institutions Rankings (until 2015) are not included in the scope of this paper, since they do not create overall ranking lists. Likewise, Times Higher Education, CWUR and US are not included because of not presenting indicator-based scores. Required data were not accessible for QS for 2010 and 2011. Moreover, although QS ranks more than 700 universities, only first 400 universities in 2012–2015 rankings were able to be analyzed. Although QS’s and RUR’s data were analyzed in this study, it was statistically not possible to reach any conclusion for these two rankings.

Practical implications

The results of this study may be considered mainly by ranking bodies, policy- and decision-makers. The ranking bodies may use the results to review the indicators they use, to decide on which indicators to use in their rankings, and to question if it is necessary to continue overall rankings. Policy- and decision-makers may also benefit from the results of this study by thinking of giving up using overall ranking results as an important input in their decisions and policies.

Originality/value

This study is the first to use a MDS and cosine similarity measure for revealing the similarity of indicators. Ranking data is skewed that require conducting nonparametric statistical analysis; therefore, MDS is used. The study covers all ranking years and all universities in the ranking lists, and is different from the similar studies in the literature that analyze data for shorter time intervals and top-ranked universities in the ranking lists. It can be said that the similarity of intra-indicators for URAP, NTU and RUR is analyzed for the first time in this study, based on the literature review.

Details

Aslib Journal of Information Management, vol. 71 no. 1
Type: Research Article
DOI: https://doi.org/10.1108/AJIM-05-2018-0118
ISSN: 2050-3806

Keywords

  • Multidimensional scaling
  • International university rankings
  • Ranking indicators
  • Redundant indicators
  • Research-focussed indicators
  • Similarity of intra-indicators

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Article
Publication date: 5 September 2016

A scientometric analysis of DESIDOC Journal of Library & Information Technology (2010-2014)

Imran Khan

This paper aims to perform a scientometric analysis of DESIDOC Journal of Library and Information Technology (DJLIT) to find out the quality, popularity and impact of the…

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Abstract

Purpose

This paper aims to perform a scientometric analysis of DESIDOC Journal of Library and Information Technology (DJLIT) to find out the quality, popularity and impact of the international journal published by DESIDOC.

Design/methodology/approach

Scientometric analysis of five volumes (from Volume No. 30 to 34) from the year 2010 to 2014 of DJLIT covering 30 issues containing 307 contributions was performed. All the bibliographic details were noted and recorded in tabular form for the purpose of in-depth analysis. Based on the analysis of the recorded data, findings have been presented.

Findings

The study shows a trend of gradual growth in contributions published during the period of study, with an average number of 61 contributions per volume of the journal. Maximum number of contributions/research papers (70) were found to be published in the year 2012, whereas the minimum (50) in the year 2010. The study reveals that DJLIT gives maximum importance to the original research papers for the purpose of publishing, which attained top position of publications with a total of 277 (90.23 per cent). A maximum number of contributions during the period of study are from joint authors, with a total of 188 (61.24 per cent). Maximum number of contributions are from India, with a total of 273 (88.93 per cent). New Delhi, Maharashtra and Karnataka were found to be the biggest domestic contributors during the period of study, with 68 (24.91 per cent), 39 (14.29 per cent) and 30 (10.99 per cent) contributions, respectively. It appears that the coverage of DJLIT, even being an international journal in the field of library and information science (LIS), is not very broad and its scope is broadly confined to India only. Majority of the authors preferred journals as their major source of information, providing the highest number of citations totaling 2,447 (51.89 per cent), while websites attained the second position with 1,015 (21.52 per cent) citations, followed by books with 613 (13 per cent) citations. The study further reveals that maximum number of citations totaling 1,109 (23.52 per cent) out of 4,716 were received in the year 2013, while least citations totaling 700 (14.84 per cent) were recorded in the year 2010. One of the most important quality of DJLIT is that it has great concern for emerging and new tools, techniques and technologies in the LIS profession and their impact and application in the field. The journal regularly publishes special issues in every volume on such themes that have great impact on the LIS profession, and it has published 16 special issues on various important themes during the period of study. DJLIT, having free online access through the internet, is the highly preferred journal for communication, knowledge acquisition and reference by the LIS professionals. The journal has great potential of attaining new heights of popularity and impact all over the world in the LIS profession. It is suggested that the journal should try to get high-quality papers from foreign authors too, which may be useful in enhancing its global impact and reputation.

Research limitations/implications

The present study is confined to the data collected from 30 issues of the five volumes of the DJLIT from the year 2010 to 2014, while the journal is continuously being published since the year 1981. Hence, the results may vary if the studies of different blocks of the years of publication of the journal are performed. The present study may not be fully representative in all the results, but it gives a trend regarding publication of the DJLIT.

Originality/value

Scientometric analysis of journals has been attempted in very few numbers. Hence, the present study will be a source of idea to other researchers.

Details

Library Hi Tech News, vol. 33 no. 7
Type: Research Article
DOI: https://doi.org/10.1108/LHTN-03-2016-0014
ISSN: 0741-9058

Keywords

  • Library and information science
  • Content analysis
  • Bibliometrics
  • Citation analysis
  • Scientometrics
  • Authorship pattern

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Article
Publication date: 18 September 2017

User search terms and controlled subject vocabularies in an institutional repository

Scott Hanrath and Erik Radio

The purpose of this paper is to investigate the search behavior of institutional repository (IR) users in regard to subjects as a means of estimating the potential impact…

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Abstract

Purpose

The purpose of this paper is to investigate the search behavior of institutional repository (IR) users in regard to subjects as a means of estimating the potential impact of applying a controlled subject vocabulary to an IR.

Design/methodology/approach

Google Analytics data were used to record cases where users arrived at an IR item page from an external web search and subsequently downloaded content. Search queries were compared against the Faceted Application of Subject Terminology (FAST) schema to determine the topical nature of the queries. Queries were also compared against the item’s metadata values for title and subject using approximate string matching to determine the alignment of the queries with current metadata values.

Findings

A substantial portion of successful user search queries to an IR appear to be topical in nature. User search queries matched values from FAST at a higher rate than existing subject metadata. Increased attention to subject description in IR records may provide an opportunity to improve the search visibility of the content.

Research limitations/implications

The study is limited to a particular IR. Data from Google Analytics does not provide comprehensive search query data.

Originality/value

The study presents a novel method for analyzing user search behavior to assist IR managers in determining whether to invest in applying controlled subject vocabularies to IR content.

Details

Library Hi Tech, vol. 35 no. 3
Type: Research Article
DOI: https://doi.org/10.1108/LHT-11-2016-0133
ISSN: 0737-8831

Keywords

  • Information retrieval
  • Academic libraries
  • FAST subject headings
  • Metadata
  • Search engines
  • Institutional repositories

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