Main Text
1 Introduction
Drawing on the experiences of the United Kingdom, France, Germany and Spain, China also began to promote its language and culture throughout the world by the means of expanding its Confucius Institutes (CI). The institute collaborates with local partners, mainly higher education institutions, to set up its overseas operations [1]. Organized in accordance with the Regulation of Confucius Institute issued in 2006, the Confucius Institute was founded as a non-profit educational organization under the supervision of the Ministry of Education of the People's Republic of China, and supported by the Office of Chinese Language Council International (also known as Hanban or Confucius Institute Headquarters) with the goal of coordinating the resources in Chinese language and cultural education. With an institutional development strategy similar to that of Germany's Goethe-Institut, France's Alliance Française, and the British Council, the Confucius Institutes was able to experience a gradual expansion internationally. Since its first establishment in the Republic of Korea in 2004, CI has grown to 548 institutes in 154 countries by 2018 (Figure 1). According to the Confucius Institute Development Plan (2012-2020), China plans to establish 1,000 Confucius Institutes throughout the world by 2020. However, there are only 550 CIs in the globe as of the end of 2021, and this number has been frozen since 2019. CI has not only failed to meet this institutional goal, but has been facing rising international criticism [2-4].

Figure 1 Growth number of Confucius Institute in the World.
Source: Organized from Confucius Institute Annual Report 2004-2019.
The rise of China has been one of the most significant turns of events in twenty-first-century geopolitics has been the emergence of China as a superpower. Although its rapid economic growth has garnered worldwide recognition, Western policymakers and media outlets have increasingly advanced the "China threat" thesis, positing that Beijing seeks to upend the post-World War II international order through an assertive soft-power strategy [5]. The global proliferation of Confucius Institutes is frequently cited as a salient example of this strategy. Since the University of North Florida terminated its partnership with the Confucius Institute in 2018, a growing number of institutions-including the University of Chicago and Pennsylvania State University in the United States, McMaster University in Canada, Stockholm University in Sweden, and the University of Lyon in France-have followed suit. Several national governments have gone further, formally discouraging or prohibiting public universities from hosting CIs altogether.
Existing scholarship has predominantly framed CIs as either language‐teaching entities or instruments of state influence [6-8]. The expansion of Confucius Institutes worldwide has prompted sustained scholarly and policy debate regarding academic autonomy and political neutrality. Criticism argues that the administrative arrangements of Confucius Institute diverge-sometimes markedly-from those of host universities, especially in Western contexts [9,10]. On the other hand, a large number of literatures highlights the reputational and market advantages that accrue to universities through international partnerships-benefits that simultaneously augment the soft power of both sending and receiving states [11-13]. The CI network has, at least in principle, provided precisely such collaborative infrastructure on a global scale.
To interrogate how CIs have been identified and defined in various regions and to assess their viability as a TNHE actors, this study undertakes a systematic review of worldwide CI research. A corpus of 119 peer-reviewed publications indexed in the Web of Science (2004–2021) was collected and analysed through a visual bibliometric approach using VOSviewer. By situating these findings within a geopolitical framework, the article both maps the evolving thematic landscape of CI scholarship and offers empirically grounded projections for the network's future institutional and research trajectories.
2 Literature review
Based on the Regulation of Confucius Institute issued in 2006, Confucius Institutes development goals can be summarised as follows: to promote the Chinese language and culture internationally, to develop friendly relations between China and other countries, to promote multiculturalism, and to contribute to the harmonious world. Its primary mission includes teaching the Chinese language, training teachers, administering Chinese language exams and teacher qualification certifications, introducing Chinese culture and society, and conducting research related to China.
Differ from transnational language institutions such as Germany's Goethe-Institut, France's Alliance Française, and the British Council, the Confucius Institutes is placed within existing universities, colleges, and other higher education institutions, which offer classrooms, teaching facilities, accommodation for instructors, and support staff [14]. Notably, the majority of the Confucius Institutes are held at prestigious universities in the United States and Europe (144 and 187 separately). Under its development aims and orientation, the Confucius Institute's operating and management model is notably different from that of other transnational higher education institutions.
While Confucius Institute is located in cross-border areas, it was managed by the Office of the Chinese Language Council International (also known as Hanban) and supervised financially and managerially by the Ministry of Education of the People's Republic of China. The competent agency of CI, Confucius Institutes Headquarters, is administered by a council composed of a chairman, vice-chairmen, executive directors and other directors, as well as ten directors led by the chairman of overseas Confucius Institutes. Although there have been three approaches to set up an overseas branch of Confucius Institute under equal collaboration principle: full investment by Hanban, collaboration with Chinese institutions, and Hanban-authorized franchise, the majority of these branches are created jointly by the Confucius Institutes and its counterparts [15].
In order to set up a Confucius Institutes branch in its campus, the host university requires cooperation with a Chinese university, which serves as a bridge between Hanban and international partner universities. The partner Chinese universities have to work closely with the host universities to establish development plans and management regulations, which recruits teachers to assist with CI's administrative and educational work, offers training programs and courses to CI scholarship recipients, and organizes events such as a trip to China [16]. The financial and educational expenditures would be shared by both the Confucius Institutes and its host institutions. And both institutions would jointly manage the overseas branch by sharing and integrating academic and institutional resources. Thus, unlike other educational institutions for language study and cultural exchange, organizer agencies and partner universities all play important roles in the development of Confucius Institute [17].
Operating under an unprecedented and inherently fragile cooperative model—one that is simultaneously overseen by the Chinese state and embedded within foreign university campuses—the Confucius Institute has become the focal point of sustained critique from both "insider" practitioners and "outsider" policymakers in host nations. The National Association of Scholars' 2017 report distils these objections within the U.S. context, identifying four principal areas of concern: threats to academic freedom, deficits in institutional transparency, constraints on open critique, and the projection of Chinese soft power [18]. Subsequent scholarship has extended this indictment to encompass questions of financial viability, long-term academic sustainability, pedagogical quality, and the asymmetrical power relations that structure partnerships between host universities and their Chinese counterparts. Notwithstanding the intensifying debate, the academic community has yet to converge on a coherent framework for assessing either the effectiveness or the broader impact of the CI initiative [19].
This study intended to conclude the existent advocacy of scholars by providing a scoping review of published literature. Rather than concentrating on pedagogical design or language transmission alone, the study interrogates CIs as a typical case through which to examine how cross-border higher-education institutions negotiate, mediate, and reconfigure their roles when geopolitical conditions evolve [20]. By synthesising the trajectories that prior research has delineated for CIs' functions and prospective development, the review advances a nuanced understanding of transnational educational engagement under conditions of geopolitical contingency.
3 Methods
In order to address the identified research gap, this study conducted a scoping review, examining the published literature related to the Confucius Institutes. Scoping studies are especially useful for defining conceptual boundaries, mapping the scope and character of a varied and quickly growing corpus of study [21]. A search of the Web of Science Core Collection was conducted on 19 April 2022, retrieving all peer-reviewed publications indexed under the topic "Confucius Institute" between 2004-the year the first Confucius Institute was established-and 2021. The upper temporal boundary was chosen to delimit the corpus prior to the significant geopolitical and public-health disruptions precipitated by the COVID-19 pandemic around 2022. This ensures a more coherent and stable analytical context, as the pandemic introduced major global shockwaves that could have substantially altered the landscape surrounding CIs.
The search keywords "Confucius Institute" or "Confucius Institutes" were entered in the "topic" field, thereby interrogating titles, abstracts, author keywords, and Keywords Plus. All primary indexes within the Core Collection were activated: Social Sciences Citation Index (SSCI), Science Citation Index Expanded (SCI-EXPANDED), Arts & Humanities Citation Index (A&HCI), Emerging Sources Citation Index (ESCI), Conference Proceedings Citation Index (CPCI-S & CPCI-SSH), and Book Citation Index (BKCI & BKCI-SSH).
Document-type filters were applied to exclude conference abstracts, corrections, news items, and these formats seldom undergo rigorous peer review and may distort bibliometric indicators of scholarly impact. After the initial retrieval, records were screened for topical relevance to Confucius Institutes; studies whose primary focus was unrelated (e.g., those centred on mathematics anxiety) were removed. The remaining corpus comprised 119 documents: 103 journal articles, 10 book reviews, 4 editorials, and 2 conference papers. Consistent with the scoping review's temporal scope (2004-2021), only peer-reviewed journal articles published within this interval were retained. Consequently, 104 journal articles proceeded to the subsequent stages of screening, data charting, and thematic clustering (Figure 2).

Figure 2 Scoping review PRISMA process.
Source: organised based on the Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) statement [22].
To map the publication trend and thematic evolution of scholarship on Confucius Institutes, this study employed an integrated bibliometric–qualitative approach. Bibliometric visualisation was selected since it permits the objective identification of publication patterns, collaboration networks, and conceptual clusters across a defined corpus [23]. All descriptive and network analyses were executed in VOSviewer (version 1.6.18), a scientometric software package recognised for its robust algorithms and high-resolution mapping capabilities. The following relational indicators were generated: bibliographic coupling at the levels of sources, authors, countries, and institutions; co-authorship networks; and co-occurrence analysis of author-supplied keywords. Building on the bibliometric evidence, the full texts of the retained articles were imported into NVivo 14 for inductive, thematic coding.
4 Findings
4.1 Descriptive analysis
After matching the inclusion criteria, a final corpus of 100 peer-reviewed publications underwent thematic and bibliometric analysis. Two notable increases in publication production are observed in 2015 and 2019-2021 (Figure 3), suggesting increased scholarly interest throughout these times. Thirty-one Web of Science subject areas contain the literature. Economics, Area Studies, Education & Educational Research, International Relations, and Linguistics are the five most often represented areas.

Figure 3 Publishing trends by years.
The bibliometric analysis revealed two prominent publishing clusters (Figure 4). The International Review of Economics serves as the primary source of economic studies pertaining to Confucius Institutes, while the Journal of Contemporary China is the most significant publication for research placing the Institutes into regional and international relations discourses.

Figure 4 Clusters results of publication sources.
A trans-Pacific dyad is evident from the author- and institution-level analysis in VOSviewer: of all the country/region pairs, the United States and China are the most prominent bilateral axis, with the highest co-authorship centrality and mutual citation intensity (Figure 5). Based on the number of publications and betweenness centrality, the University of Texas at San Antonio is the most significant node at the institutional level. However, the global footprint of Confucius Institutes extends beyond these regions. For instance, the authors note a cluster of European countries, including Germany and the United Kingdom, as well as a notable concentration of research institutions in the Netherlands. Furthermore, the network exhibits a pronounced geographic proximity effect, with institutions situated in the same nation or region exhibiting disproportionately high levels of mutual citation and co-authorship. This underscores the significance of spatial proximity in influencing the scholarly discourse of Confucius Institutes.

Figure 5 Cluster results of Author information analysis.
The citation-centrality analysis shows there are three papers make the most authoritative contributions to the area, as evaluated by normalised citation share within the sampled corpus (Figure 6). Paradise frames CIs as a key strategy of higher education internationalisation, demonstrating their dual function in advancing Chinese language and culture while simultaneously facilitating Chinese universities' integration into global academic networks [6]. Hartig extends this argument through a multi-site empirical analysis, revealing how CIs operationalise strategic narratives that extend beyond pedagogy to encompass explicit political and ideological objectives [24]. Wu adopts a comparative lens, situating CI development within Chinese broader "outward-oriented" higher-education internationalisation strategy—alongside fiscal aid and international student recruitment—and documents divergent perceptions among host stakeholders [25]. Notably, Wu underscores internal contestation within Chinese universities, where administrators articulate conflicting rationales for sustaining CI programmes [25]. Externally, host institutions in developing and developed states exhibit markedly different assessments of CI legitimacy and purpose. Collectively, these three studies reposition CIs from peripheral language-teaching consortia to central actors in contemporary soft-power competition and diplomatic strategy.

Figure 6 Cluster results of citation centrality analysis.
4.2 Exploratory findings
By thematic coding of the selected articles, three domains of Confucius Institutes identification and function definition can be recognised: the classroom for cultural language promotion, the higher education internationalisation instrument, and the political-diplomacy channel.
A prominent focus in the existing literature views the Confucius Institute as a strategic tool for furthering the internationalisation of Chinese higher education. Using longitudinal case-study methodologies, Haughton and Han examined sister CIs in paired Chinese and US sister cities and found long-term, positive effects on the global participation of their host Chinese institutions [26]. Similarly, Lien and Miao found that CIs strengthen collaborative links between Chinese institutions and their Western counterparts, increasing Chinese incorporation into transnational higher education networks [27].
A second key study focus perceived Confucius Institute as a diplomatic tactic and propaganda channel to strengthen soft power and advance the reputation of China internationally. On the one hand, some publications apply survey and econometric evidence to document CIs' contributions to improving Chinese national image [28,29], as well as catalysing ancillary benefits such as inbound tourism and regional trade linkages, particularly along Belt and Road corridors [30-32]. On the other hand, some publications, produced mostly by experts in Europe and North America, criticise CIs as channels of Chinese soft-power projection and associated geopolitical effect. Critical findings indicated the contradiction between CI activities and normative academic autonomy expectations, as well as concerns raised by host-country lawmakers, media, and university governance authorities about potential political intervention [33,34] Furthermore, most current literature emphasises the continual reconfiguration of CI mandates in response to transforming great-power dynamics, viewing the institutes as locations where Chinese growing geopolitical identity is negotiated, challenged, and iteratively redefined [35].
The third major topic examines the educational micro-contexts in which Confucius Institutes function. Existing qualitative research has overlooked the situated experiences of teachers and students in this transnational educational space [36], whereas complementary scholarship has examined the governance and managerial logics that underpin cross-border institutional arrangements [37]. Parallel research pathways have investigated processes of cultural reproduction and identity negotiation, with CIs serving as crucial places for enacting intercultural discourse in a variety of sociocultural contexts [38]. Recently, academics have used the CI as an empirical locus to study the language acculturation and pedagogical adaptation of transnationally mobile teaching professionals [39,40].
5 Discussion
One of the most significant geopolitical realignments of the twenty-first century has been Chinese rapid rise during the last forty years. The People's Republic of China was quickly converted into an industrial, technical, and increasingly geopolitical centre by reforms that began in the late 1970s and brought the nation into line with global capitalism. Chinese influence in transnational higher education has grown along with its economic might and diplomatic clout.
Joseph Nye's concept of soft power—the ability to influence others' choices through attraction rather than force or payment—is the main framework used in the majority of current studies to understand CI in shifting geopolitics worldwide [41]. The ways in which academic collaborations, cultural programming, and language instruction support Chinese public-diplomacy goals have been helpfully brought to light by soft-power studies. Nonetheless, there are two ways in which the soft and hard power distinction may unintentionally restrict analysis. First of all, it downplays concerns about the ways in which educational programs relate to security, military, and strategic-economic goals [42]. Second, it ignores how attraction and compulsion often work together, treating them as separate domains. Hence, although the macro-level geopolitical ramifications of the geopolitical changes have been examined in extant scholarship [43,44], few studies explore how shifting state power intersects with the governance of transnational higher education.
Drawing on the findings of the scoping review and the identified gaps in the existing Confucius Institute literature, this study develops a classical realism-based conceptual framework (Figure 7). The framework provides a comprehensive analytical toolset that places transnational higher education institutions within the larger context of state power and geopolitical competitiveness. While acknowledging the cultural appeal underlined by soft-power theorists, realism embeds it in the structural imperatives of an anarchic international system [45].

Figure 7 Conceptual framework in transnational education analysis.
This framework posits that geopolitics and international higher education are recursively related. National education strategy and state behaviours were first reassessed in response to macro-level changes in the geopolitical environment, which were reflected in shifting great-power rivalries, alliance arrangements, and national security doctrines. Permissive or restrictive circumstances for the creation, growth, or contraction of CIs are subsequently produced by these recalibrations. Second, CIs' strategic adjustments, whether they be managerial, diplomatic, or curriculum-related, influence national and international conversations, perhaps changing public opinion and guiding future choices about education and foreign policy. These repeated exchanges have the potential to change the geopolitical landscape over time.
While the role of Confucius Institutes in Chinese language and cultural education has been increasingly emphasized by the Chinese government, the link between CI practices and their cultural appeal has imposed various constraints on Chinese international image-building efforts. By 2022, 104 of the 118 CIs that once existed in the United States had closed or were in the process of closing [46]. Recent studies suggest a positive correlation between the presence of CIs and the enrollment of international students in China [47]. However, despite the termination of CI agreements in some countries, political disputes, and pandemic-related restrictions, the long-lasting influence of CIs has not dampened the enthusiasm of international students to study in China.
Nevertheless, there is still a gap in understanding the function of CIs as transnational higher education institutions, particularly their impact on local educational systems, such as primary and secondary education, and the differences in adapting language learning, curriculum, and digitalization to local cultural contexts [48]. More research is needed to explore these aspects and to better understand the evolving role of depoliticise language teaching and influence of CIs in the global higher education landscape [49].
This study reframes Confucius Institute as a flexible tool whose meanings and roles are constantly renegotiated in response to changing geopolitical demands, rather than as benign cultural outposts, by using realism as the organising theoretical lens. Hence, this study highlights that soft power functions as a secondary but essential aspect of the realist understanding of power, whereas great-power politics is the main force behind geopolitical change. Theoretically, sovereign nations exercise, challenge, and reproduce power in the international system through a number of intersecting levels, including higher education, which is a crucial location for knowledge generation and transmission [50].
The conceptual framework proposed in this study could be expanded beyond China practices to other state-linked educational programs such as British Councils, Goethe-Institutes, American Spaces, and burgeoning digital-learning platforms to see if similar geopolitical logics hold true. Reframing the discussion with realism contributes to demonstrate how educational collaboration may benefit both cultural diplomacy and strategic competitiveness. Recognising this dichotomy is critical for both researchers and practitioners as we navigate the next phase of global higher education in an increasingly multipolar international order.
Limitations of this study should be acknowledged. First, only publications indexed in the Web of Science Core Collection were included in the bibliographic corpus. This excluded potentially pertinent material from regional databases, non-English journals, and grey literature focused on policy. Second, the chronological scope was restricted to works published up until and including 2021. The environment surrounding Confucius Institutes has certainly evolved swiftly in the years afterward. Future research should investigate the shifts in dynamics, debates, and academic focus in the post-pandemic era, while thoroughly examining the distinct contextual factors and local responses in specific host countries or regions to facilitate more nuanced comparative analyses of the experiences and perceptions of Confucius Institutes across varied geopolitical contexts.
By incorporating disciplinary-specific and multilingual databases (such as Scopus, ERIC, and CNKI) and more recent empirical data from institutional reports, legal filings, and longitudinal fieldwork, future research should adopt a more expansive evidentiary base. Comparative designs that contrast transnational higher education endeavours in various cultural, legal, and socio-ecological contexts—especially those in the Global South—would shed more light on the ways in which situated institutional logics and macro-level geopolitical shifts interact to influence the paths taken by transnational educational actors.
6 Conclusion
This study addresses the key research question of how the Confucius Institute has been discursively formed and institutionally established in various regional settings, as well as assessing its feasibility and sustainability as a transnational higher-education actor. A scoping review of peer-reviewed and grey literature published between 2004 and 2021 was conducting, charting publication trends by year, institutional affiliation, disciplinary provenance, and geographic origin, and identified the three most frequently cited and conceptually influential contributions to the field. Thematic analysis identified three major functional framings-macro-level diplomatic, meso-level managerial, and micro-level pedagogical—that make CIs understandable within global higher education governance. By situating TNHE within a changing geopolitical landscape and incorporating insights from realism perspective, the study advances a conceptual framework that transcends the analytical limitations of soft-power paradigms, providing a more comprehensive account of CI sustainability and future evolution in the face of intensifying great-power competition.
Back Matter
Acknowledgments
The author is grateful to the anonymous reviewers for their invaluable input to improve the piece.
Conflicts of Interest
The author states that he has no conflicts of interest to produce this article.
Author Contributions
Conceptualization: Z.T.; Data curation: Z.T.; Formal analysis: Z.T.; Methodology: Z.T.; Writing–original draft: Z.T.; Writing–review and editing: Z.T.
Ethics Approval and Consent to Participate
No ethical approval was required for this review.
Funding
Not applicable.
Availability of Data and Materials
The data presented in this study are available on request from the corresponding author.
Supplementary Materials
Not applicable.
References
- Chi-Cheung L, Du Cros H. Confucius institutes: multiple reactions and interactions. China: An International Journal 2014; 12(2): 66–86.
- Liu X. So similar, so different, so chinese: analytical comparisons of the confucius institute with its western counterparts. Asian Studies Review 2019; 43(2): 256–275.
- Huang WH, Lien D, Xiang J. The power transition and the US response to China's expanded soft power. International Relations of the Asia-Pacific 2020; 20(3): 383–410.
- Perez-Garcia M, Nierga O. From soft power policy to academic diplomacy: the "belt and road initiative" in EU-China internationalisation of the higher education system. China: An international Journal 2021; 19(4): 121–144.
- Zhang B. Chinese foreign policy in transition: trends and implications. Journal of Current Chinese Affairs 2010; 39(2): 39–68.
- Paradise JF. China and international harmony: the role of confucius institutes in bolstering beijing's soft power. Asian Survey 2009; 49(4): 647–669.
- Kwan CY. Cultural diplomacy and internationalization of higher education: the experience of three confucius institute in canada. Frontiers of Education in China 2014; 9(1): 110–126.
- Lien D, Tang P. Let's play tic-tac-toe: confucius institute versus american cultural centres. Economic and Political Studies 2021; 1–26.
- Nye JS. The rise of China's soft power. Wall Street Journal Asia 2005; 29(6): 8.
- Pan SY. Confucius institute project: china's cultural diplomacy and soft power projection. Asian Education and Development Studies 2013; 2(1): 22–33.
- De Ville F, Siles-Brügge G. The impact of brexit on EU policies. Politics and Governance 2019; 7(3): 1–6.
- Mok KH, Hartmann E, Ke G, et al. Transnational higher education and internationalisation-at-home: reflections on sino-foreign cooperative universities in china. China and Higher Education 2021 Conference-Hong Kong Session: Education and SDGs: Promoting Quality Education for All: Hong Kong, China, December 2021.
- Baek C. Internalising externalisation: utilisation of international knowledge in education policymaking. British Journal of Sociology of Education 2022; 43(1): 159–176.
- Li J, Xiaohong T. A global experiment in the internationalization of chinese universities: models, experiences, policies, and prospects of the confucius institutes' first decade. Chinese Education & Society 2016; 49(6): 411–424.
- Chang Li H, Mirmirani S, Ilacqua JA, et al. Confucius institutes: distributed leadership and knowledge sharing in a worldwide network. The Learning Organization 2009; 16(6): 469–482.
- Hartig F. Confucius institutes and the rise of China. Journal of Chinese Political Science 2012; 17(1): 53–76.
- Yuan Z, Guo J, Zhu H. Confucius institute and the limitations of china's global cultural network. China Information 2016; 30(3): 334–356.
- Peterson R. Outsourced to china: confucius institutes and soft power in american higher education. A Report by the National Association of Scholars. National Association of Scholars 2017.
- Nye, J. S. Soft Power and Great-Power Competition: Shifting Sands in the Balance of Power Between the United States and China; Springer Nature: Cham, Switzerland, 2023; pp. 208.
- Yang R. Soft power and higher education: an examination of china's confucius institutes. Globalisation, Societies and Education 2010; 8(2): 235–245.
- Munn Z, Peters MD, Stern C, et al. Systematic review or scoping review? guidance for authors when choosing between a systematic or scoping review approach. BMC Medical Research Methodology 2018; 18(1): 143.
- Page MJ, McKenzie JE, Bossuyt PM, et al. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ 2021; 372: n71.
- Fellnhofer K. Visualised bibliometric mapping on smart specialisation: a co-citation analysis. International Journal of Knowledge-Based Development 2018; 9(1): 76–99.
- Hartig F. Communicating china to the world: confucius institutes and china's strategic narratives. Politics 2015; 35(3-4): 245–258.
- Wu H. Three dimensions of china's "outward-oriented" higher education internationalization. Higher Education 2019; 77(1): 81–96.
- Haughton NA, Han D. Internationalisation through a confucius sister city partnership: examining a 10-year sister city and university bi-lateral partnership. Compare: A Journal of Comparative and International Education 2022; 52(8): 1277–1295.
- Lien D, Miao L. Effects of confucius institutes on china's higher education exports: evidence from chinese partner universities. International Review of Economics & Finance 2018; 57: 134–143.
- Huang WH, Xiang J. Pursuing soft power through the confucius institute: a large-N analysis. Journal of Chinese Political Science 2019; 24(2): 249–266.
- Zeng, G. The Function Transition of Confucius Institute in the Internationalization of Chinese. In Proceedings of the 2017 4th International Conference on Literature, Linguistics and Arts (ICLLA 2017); Francis Academic Press: London, UK, 2017.
- Ghosh S, Lien D, Yamarik S. Does the confucius institute network impact cultural distance? a panel data analysis of cross-border flows in and out of china. Asian Economic Journal 2017; 31(3): 299–323.
- Li Q, Han Y, Li Z, et al. The influence of cultural exchange on international trade: an empirical test of confucius institutes based on china and the 'belt and road' areas. Economic Research-Ekonomska Istraživanja 2021; 34(1): 1033–1059.
- Qiang M, Shen M, Xie H. Cultural diffusion and international inbound tourism: evidence from china. Tourism Economics 2019; 25(6): 884–903.
- Wang D, Adamson B. War and peace: perceptions of confucius institutes in china and USA. The Asia-Pacific Education Researcher 2015; 24(1): 225–234.
- Wu T. Canadians' perception of confucius institutes: culture experience or political propaganda?. In 2017 3rd International Conference on Social Science and Higher Education; Atlantis Press: Paris, France, 2017; pp. 404–407.
- Yang K. Discourse, identity and strategy: the analysis of china's cultural diplomacy based on the case of confucius institutes. In 2018 4th International Conference on Social Science and Higher Education (ICSSHE 2018); Atlantis Press: Paris, France, 2018.
- Ye W, Edwards V. Confucius institute teachers in the UK: motivation, challenges, and transformative learning. Race Ethnicity and Education 2018; 21(6): 843–857.
- Theo R, Leung MW. China's confucius institute in indonesia: mobility, frictions and local surprises. Sustainability 2018; 10(2): 530.
- Wang T. Encoding, decoding and cultural identity: an analysis of culture communication of confucius institutes. In 2014 International Conference on Global Economy, Finance and Humanities Research (GEFHR 2014); Atlantis Press: Paris, France, 2014: 63–66.
- Xiang Y. Negotiating professional identities in teaching language abroad: an inquiry of six native chinese teachers in britain. The Language Learning Journal 2021; 49(3): 370–381.
- Yang G, Xuesong G, Citing L, et al. Language practice in the multilingual workplace: a confucius institute in macau. CIRCULO de Linguistica Aplicada a la Comunicacion 2021; 86: 343–360.
- Nye JS. Soft power. Foreign policy 1990; (80): 153–171.
- Thompson C, Parreira do Amaral M. Introduction: researching the global education industry. In Researching the global education industry: Commodification, the market and business involvement; Springer International Publishing: Cham, Switzerland, 2019; pp. 1–21.
- Marginson S. Higher education and science in the age of trump, brexit and le pen. In Under Pressure; Brill: Leiden, The Netherlands, 2018; pp. 17–36.
- Mok KH., Shen WQ, Gu FF. The impact of geopolitics on international student mobility: The Chinese students' perspective. Higher Education Quarterly 2024; 78(4): e12509.
- Buzan B. How and how not to develop IR theory: lessons from core and periphery. The Chinese Journal of International Politics 2018; 11(4): 391–414.
- Peterson R, Yan F, Oxnevad I. After confucius institutes: china's enduring influence on american higher education; National Association of Scholars: New York, NY, USA, 2022.
- Lien D, Miao L. International student mobility to china: the effects of government scholarship and confucius institute. International Journal of Chinese Education 2023; 12(3): 2212585X231213787.
- Peng Q, Imron A, Wiyono BB, et al. Ten years of malang confucius institute in promoting chinese language and culture in indonesia higher education: its development and challenge. Journal of Higher Education Theory and Practice 2023; 23(11): 115–124.
- Lu X, Hua Z. Teacher resilience and triple crises: confucius institute teachers' lived experiences during the covid-19 pandemic. Applied Linguistics Review 2024; 15(1): 335–354.
- Gill S, Cutler AC. New constitutionalism and world order; Cambridge University Press: Cambridge, UK, 2014.