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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Innovation and Knowledge Management (IKM) in Higher Education: A Crucial Bibliometric Analysis for the Time Frame 1997-2024</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Fezile Ozdamli</string-name>
          <email>fezile.ozdamli@neu.edu.tr</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Cigdem Hursen</string-name>
          <email>cigdem.hursen@neu.edu.tr</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Erinc Ercag</string-name>
          <email>erinc.ercag@kyrenia.edu.tr</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Huseyin Bicen</string-name>
          <email>huseyin.bicen@neu.edu.tr</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Kyrenia University</institution>
          ,
          <addr-line>Kyrenia</addr-line>
          ,
          <country country="CY">Cyprus</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Near East University</institution>
          ,
          <addr-line>Nicosia</addr-line>
          ,
          <country country="CY">Cyprus</country>
        </aff>
      </contrib-group>
      <fpage>253</fpage>
      <lpage>263</lpage>
      <abstract>
        <p>This study aims to map the evolution of the subject and the studies conducted on innovation and knowledge management (IKM) in higher education, specifically. The study aims to present a systematic summary of the existing literature using bibliometric analysis within the scope of quantitative data to the attention of researchers and to identify study trends and gaps related to the concept. The unit of analysis is the bibliometric data of diferent types of works scanned in the Web of Science database and published between 1997-2024. When we look at the distribution of 942 documents related to IKM in higher education according to their publication years, it is seen that there is the highest concentration in 2018 (294 works), 2019 (77 works), and 2020 (74 works), The names that produced the most works are Umar Farooq Sahibzada, Khawaja Fawad Latif and Francisco J. Garcia-Penalvo; The publication type is mostly journal articles (535) and proceeding papers (380), and the distribution of publications by country is led by publishers from the USA (318), England (251), and Spain (164); works are primarily in English (828), followed by Spanish (83), Portuguese (15) and Chinese (8). When the most frequently used keywords in publications related to IKM in higher education are examined, the expressions knowledge management with 451 occurrences, innovation with 62 occurrences, and knowledge sharing with 54 occurrences are the leading ones.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;Knowledge Management</kwd>
        <kwd>Knowledge Management Processes</kwd>
        <kwd>Higher Education Institutions</kwd>
        <kwd>Organizational performance</kwd>
        <kwd>Intellectual Capital</kwd>
        <kwd>Sustainable Education</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        It has been known since ancient times how valuable knowledge is. The development of societies is
related to how knowledgeable individuals are. For this reason, knowledge management is as important
as knowledge itself. Knowledge management provides the basis for obtaining knowledge, developing
new ideas, and building on this knowledge [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. The complexity of innovation has increased with the
increasing amount of information available. Innovation is related to the accessibility of information.
Therefore, the complexity created by the growing accessibility of information must be managed well to
ensure successful innovation [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. Knowledge Management attaches importance to developing relevant
strategies to increase an organisation’s overall performance using its goals and intellectual resources [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ].
When the experiences of developing countries in areas such as economy and development are examined,
it is seen that universities have made great contributions [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]. Knowledge sharing is one of the most
important factors supporting competitive advantage and increasing innovation [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]. Knowledge-oriented
and development-oriented research universities, by dealing with the dissemination, conservation, and
publication of knowledge, make a great contribution to the economy and development of the country
with their publications [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]. Universities’ most important non-material resource is information relevant
to sustainable competitive advantage in a dynamic environment [
        <xref ref-type="bibr" rid="ref6 ref7">6, 7</xref>
        ]. In this era, Higher Education
Institutions have gained value in adapting to significant changes in their strategies and transparency in
reporting on knowledge creation and sharing [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ]. Higher education is the totality of all levels covering
at least four semesters. Higher education is provided at associate, undergraduate, and postgraduate
levels. An associate degree is a higher education that aims to train intermediate manpower; that is, it
constitutes the first stage of undergraduate education. Undergraduate is a higher education that covers
at least eight semesters. Education is provided in formal, open, and distance education systems at the
undergraduate level1. Britannica states that higher education institutions include universities, colleges,
and various vocational schools that prepare for law, theology, medicine, business, teacher education,
music, and art2.
      </p>
      <p>
        Knowledge management in higher education includes innovation, teaching and learning skills,
academic research, and publishing-related studies [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]. Knowledge management is also of great importance
in universities for the production of social knowledge and contribution to educational development
[
        <xref ref-type="bibr" rid="ref10 ref9">9, 10</xref>
        ]. For successful information management in organizations, especially in universities, technology,
people, processes, and information are the most important basic components [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ].
      </p>
      <p>
        Knowledge, knowledge creation, and sharing aim to increase the process in which universities
share with other institutions and society and improve the academicians’ experience with concepts
and practices. In addition, it is an important process that allows academicians to gain experience and
knowledge from each other [
        <xref ref-type="bibr" rid="ref11 ref12">11, 12</xref>
        ]. For this reason, they connect people and technologies to encourage
knowledge sharing, innovation, and new applications. Higher education institutions can develop a
knowledge management culture with strategies related to research, internationalization, knowledge
production, and model development [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ]. Organizations that value knowledge facilitate the excellent
characteristics of their employees, revealing their managerial, strategic, and innovative aspects as well as
their storage, reuse, and updating of knowledge. Therefore, higher education institutions should develop
a research-oriented curriculum for faculty members and students and update these curricula innovatively
[
        <xref ref-type="bibr" rid="ref14 ref15">14, 15</xref>
        ]. Moreover, it cannot be ignored that information management will significantly contribute to
creating sustainable strategies and plans and eficient processes in universities [
        <xref ref-type="bibr" rid="ref16 ref17">16, 17</xref>
        ]. Other studies
also show that efective knowledge management and knowledge management practices implemented
and presented in educational environments significantly contribute to innovation, competition, and
education quality [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]. A greater focus on knowledge management by universities is key to creating
more advanced collaboration [
        <xref ref-type="bibr" rid="ref18">18</xref>
        ].
      </p>
      <p>This bibliometric study on Innovation and Knowledge Management (IKM) in higher education will
make an important contribution to the literature. No bibliometric study uses Innovation and Knowledge
Management (IKM) in higher education, so this study is thought to make an important contribution.
Thus, it will be seen how much knowledge management contributes to higher education.</p>
      <p>In addition, this study provides researchers with access to the most popular keywords about IKM,
thus shedding light on new studies that need to be conducted in this field. The distribution of studies
according to publication year and citation times not only supports the issue of which journals can
be published in the relevant field but also shows the importance of the research by showing which
countries have conducted the most studies.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Method</title>
      <p>The bibliometric analysis method was employed in this study to provide a comprehensive view of
“Innovation and knowledge management in higher education”. The central research question that
guided this study is of significant importance: What are the global research trends on “Innovation and
knowledge management in higher education”? Bibliometric analysis was utilised, a research method
that aims to answer this question by presenting global research trends on a particular topic based on
publications indexed in databases such as WoS and Scopus3. The study determined the most trending
1OSYM- Tanımlar https://www.osym.gov.tr/TR,1371/tanimlar.html
2Encyclopedia Britannica: Higher Education https://www.britannica.com/topic/higher-education
3Visualizing scientific landscapes https://www.vosviewer.com
topics in the literature on “Innovation and knowledge management in higher education”, the most cited
researchers and their studies, the countries that produce the most publications, and the sources with
the most scientific studies.</p>
      <p>This study chose the VOSviewer tool for its advanced capabilities in data sets, mapping, visualization,
and multi-dimensional analyses.</p>
      <p>The Web of Science (WoS) database, known for its comprehensive and reliable studies, was selected
to obtain the data set. The WoS database contains a data collection covering diferent disciplines. WoS,
together with Clarivate Analytics, includes journals with high-impact factors. It provides a large dataset
from many fields, covering important trend studies in higher education and innovation and knowledge
management, and provides a reliable citation network with a comprehensive evaluation process and an
independent and consistent indexing system. The research was conducted on August 4, 2024, with the
keyword combination "Knowledge Management" (Topic) and "Innovation" OR "Technologies" (Topic)
and "higher education" OR "HEI" OR "university" OR "post-graduate" OR "graduate" (Topic). Of the 944
documents obtained without any filtering, 942 were included in the study. 2 publications were excluded
from the analysis because they were retracted.</p>
    </sec>
    <sec id="sec-3">
      <title>3. Results</title>
      <p>This section shows 942 indexed studies on “Innovation and knowledge management in higher education”
scanned in the WOS database between 1997 and 2024 according to their years, citation times, document
types, and indexes. In addition, citation (source, document, author, country) and co-occurrence (all
keywords) analyses were performed with the data set, and the results were visualised and interpreted.</p>
      <sec id="sec-3-1">
        <title>3.1. Distribution of studies according to publication year and citation times</title>
        <p>The distribution of all-time studies obtained from the database regarding publication year and citation
rates is in the figure below.</p>
        <p>As seen in Figure 1, the first study on “Innovation and knowledge management in higher education”
was published in 1997 ( = 1). Studies on this topic mainly started after 2003 ( = 13). In addition,
the citation rates of the publications are parallel to the number of publications.
Document Types
Article
Proceeding Paper
Review Article
Book Chapters
Editorial Material
Early Access
n</p>
      </sec>
      <sec id="sec-3-2">
        <title>3.2. Distribution of studies according to document type, language, and WoS indexes</title>
        <p>When the index types of the publications obtained from the data set are examined, the following are
“Emerging Sources Citation Index (ESCI)” 303, “Conference Proceedings Citation Index – Social Science
&amp; Humanities” (CPCI-SSH) 263, “Social Sciences Citation Index” (SSCI) 218, “Conference Proceedings
Citation Index – Science” (CPCI-S) 171, “Science Citation Index Expanded” (SCI-EXPANDED) 104, “Book
Citation Index – Social Sciences &amp; Humanities” (BKCI-SSH) 11, “Arts &amp; Humanities Citation Index”
(A&amp;HCI) 5, and “Book Citation Index – Science” (BKCI-S) 3.</p>
      </sec>
      <sec id="sec-3-3">
        <title>3.3. Co-occurrence of All Keywords</title>
        <p>In studies on knowledge management and innovation in higher education, the most preferred keyword
by researchers was determined as “knowledge management” (451 times). Other keywords used most by
researchers in their studies were “higher education” (451), “innovation” (62) and “knowledge sharing”
(54), respectively. The strongest expressions in terms of total link strength were determined as
“knowledge management”, “higher education”, and “innovation” as a result of the analyses performed with
2487 observation units that were seen at least five times and had relationships, a total of 11 clusters, 479
links, and 1157 total link strengths were determined.</p>
        <p>Figure 2 shows the all-time trends of the most used keywords over time. After 2020, the most popular
keywords in the field of knowledge management and innovation in higher education are “Higher
Education Institutions”, “Knowledge Management Process”, “organizational performance”, “trust”, and
“university-industry collaboration” (Table 3).</p>
      </sec>
      <sec id="sec-3-4">
        <title>3.4. The Most Cited Innovation and Knowledge Management in Higher Education</title>
      </sec>
      <sec id="sec-3-5">
        <title>Articles</title>
        <p>
          The number of citations to a publication indicates its importance [
          <xref ref-type="bibr" rid="ref19">19</xref>
          ]. The network mapping was
performed to determine the citation counts of documents; documents that received more than 30 citations
were included in the citation-documents analysis. Only 73 of 942 documents meet the thresholds. Figure
3 presents the network visualization of 11 papers linked to each other.
        </p>
        <p>Table 4 presents the five most cited publications on “Innovation and knowledge management in
higher education”. As can be seen from the findings, all five of the most cited studies are scientific
journal publications. Thus, the five studies presented have left their mark in the field.</p>
        <p>The findings, especially the study titled “From knowledge management to organisational performance:
Modeling the mediating role of innovation and intellectual capital in higher education”, were read by
many researchers in the field and used as a reference in their studies.
Citation
153
123
122
69
50</p>
      </sec>
      <sec id="sec-3-6">
        <title>3.5. The Most Productive Authors of Innovation and Knowledge Management in</title>
      </sec>
      <sec id="sec-3-7">
        <title>Higher Education Articles</title>
        <p>While conducting document and Citation Network analyses to determine the most productive authors,
the minimum publication number criterion 5 was chosen. Figure 4 presents the most productive authors
working on “Innovation and knowledge management in higher education”.</p>
        <p>Umar Farooq Sahibzada has written ten documents on “Innovation and knowledge management
in higher education,” these publications have received 415 citations. Khawaja Fawad Latif is another
researcher who has contributed the most to the field. Latif has six documents with 235 citations.
Francisco J. Garcia-Penalvo is in third place with five publications and 304 citations. Irina-Emily Hansen
and Ola Jon Mork are among the top five authors, with five publications and 20 citations each.</p>
      </sec>
      <sec id="sec-3-8">
        <title>3.6. Citation of Countries</title>
        <p>To create a network map for the citations that documents receive according to their country of origin,
a map was made on 60 observation units with relationships between them within the scope of the
criterion of at least one published work and 1 citation being received by a country.</p>
        <p>Thirteen clusters, 293 links, and 851 total link strengths were identified. The countries with the
most citations and documents were determined as Spain (1327 citations, 92 documents), England (1237
citations, 67 documents), and the People’s Republic of China (1105 citations, 96 documents). The ranking
in terms of number of works is as follows: USA (318 publications), England (251 publications) and Spain
(163 publications). The top three countries in terms of total link strength are the People’s Republic of
China (302), Pakistan (261) and England (149), respectively.</p>
      </sec>
      <sec id="sec-3-9">
        <title>3.7. Source Citation Analysis</title>
        <p>To identify journals publishing on “innovation and knowledge management in higher education” and
the citation networks of these journals, a network map was created for author citation analysis with
the criteria of at least five publications and at least 1 citation. In the study conducted on ten units that
were seen to be connected, a total of 4 clusters, ten connections, and a total connection strength of
20 were determined. It was determined that the Journal of Knowledge Management (21 documents),
Sustainability (12 documents), and Vine Journal of Information and Knowledge Management Systems
(10 documents) were the journals with the most publications on the subject.</p>
        <p>As seen in Figure 6, the most cited journals were the Journal of Knowledge Management, with 742
citations; the Journal of Intellectual Capital, with 277 citations; and Knowledge Management Research
and Practice, with 136 citations.</p>
      </sec>
      <sec id="sec-3-10">
        <title>3.8. Co-authorship of Authors</title>
        <p>According to the authors’ co-authorship analysis, a network map was created with studies that reveal a
solid collaboration and impact network. At least one publication and threshold were made to identify
the most connected and collaborating authors.</p>
        <p>According to the analysis made among the names with the highest connections, 30 names and 75
connections are seen in six diferent clusters, and the total link strength is calculated as 93. It is seen
that the most cited author, Sahibzada Umar Farooq (19 links, 31 total link strength), is connected to at
least one author in the other 5 clusters. Another author, Khawaja Fawad Latif (11 links, 20 total link
strength), who authored six documents, is found to be connected to three of the other clusters. This
structure also shows us which topics they have collaborated on more.</p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>4. Discussion and Conclusion</title>
      <p>This study aims to examine 944 published studies on innovation and knowledge management in higher
education, which were scanned in the Web of Science database. Two documents in the dataset were
not included in the study due to article retracts by journal, and analyses were conducted with 942
documents. While scanning the Web of Science, the keywords "Knowledge Management", "Innovation",
"Technologies", "higher education", "HEI", "university", "post-graduate", and "graduate" were selected in
the Topic field and the search was performed. Although the first study on innovation and knowledge
management in higher education was conducted in 1997, it became popular after 2003. It can be said that
the developments in information technologies after the 2000s increased the interest in this subject. Most
studies on the subject were conducted in 2019. When the most cited research conducted in 2019 was
examined, it was determined that this study examined the relationship between knowledge management
and the performance of universities in research universities in Pakistan. The study conducted with 217
academic and administrative staf determined that knowledge management facilitators significantly
impact knowledge management processes. The results revealed that knowledge management facilitators
in higher education afect institutional performance.</p>
      <p>According to the results obtained from the analyses conducted to determine the trending topics
related to innovation and knowledge management in higher education, it was determined that they
are “knowledge management process”, “organizational performance”, “trust”, “university-industry
collaboration”, “artificial intelligence” and “sustainability”. ”.The study conducted by Latif and her
colleagues in the "knowledge management process" field in 2021 has been researched that can be given
as an example of trending topics. Latif et al. (2021) aimed to determine the impact of knowledge
management enablers on knowledge management processes and project success. The study revealed
that entrepreneurial orientation and knowledge-oriented leadership significantly impact knowledge
management processes and project success. Another study, among the trending topics conducted by
Rehman and Iqbal in 2020, addressed innovation and organizational performance in higher education.
Focusing on the impact of higher education institutions on organizational performance, the study
concluded that knowledge-oriented leadership has a positive impact on organizational performance.</p>
      <p>To increase organizational performance, a good knowledge management process needs to be
implemented; therefore, research is being conducted on the subject. In addition, the mission of universities
today is to establish good cooperation with the industry, to ensure that learners learn more efectively
and to train human resources in line with the needs of the industry. In parallel with this, research has
begun on the subject. In addition, all educators and researchers consider the importance of sustainable
education and technologies today. To provide sustainable education, information and communication
technologies should be used efectively, and the information management process should be designed
most eficiently. Another trending topic is artificial intelligence, as in all other areas. Artificial
intelligence has started to be used in all areas, and how to best utilize artificial intelligence in information
management to benefit from the positive opportunities of artificial intelligence is among the topics
that need to be investigated. When the most cited studies are examined, it is concluded that all of the
top five studies are journal articles. This may suggest that publishing in peer-reviewed journals and
journals indexed in WoS indexes increases the visibility of the research and contributes more to science.
In the current study, it was determined that the most cited author was Umar Farooq Sahibzada. The
researcher’s studies have been chosen to focus on knowledge management processes for organizational
performance, knowledge management facilitators, and the impact of knowledge management processes
on organizational performance.</p>
      <p>Regarding the distribution of publications by country, it was revealed that the publishers originated
from the USA, England, and Spain; documents were published primarily in English and Spanish.
Another result is that higher education studies on innovation and knowledge management are mostly
published in the Journal of Knowledge Management, Sustainability, and Vine Journal of Information and
Knowledge Management Systems. Researchers can benefit from these journals to follow the literature
on the subject and publish their studies.</p>
      <p>In the future, researchers conducting studies on innovation and knowledge management in higher
education can plan their research by considering the results obtained from this study, which can help
them contribute more to the literature. In particular, researchers can easily find which studies and
journals should be read first on the subject from this study.</p>
      <p>One of the study’s limitations is that the analyses conducted on publications obtained from keywords
in the WoS database collection did not include internationally respected databases such as Scopus, IEEE,
and Ebsco and sources that have yet to be published online. However, future studies on this subject
are recommended to expand the research scope by including other important databases. According to
the results of this study, systematic analysis can be performed to obtain more detailed information in
future studies.</p>
    </sec>
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