Research Article
BibTex RIS Cite

A BIBLIOMETRIC ANALYSIS OF RESEARCHES ON INDUSTRY 4.0 AND ITS APPLICATIONS IN THE FIELD OF TOURISM

Year 2023, , 229 - 255, 02.01.2023
https://doi.org/10.30794/pausbed.1091405

Abstract

In this study, it is aimed to contribute to the relevant body of knowledge by examining the articles about Industry 4.0 and its applications published in the leading academic international journals in the field of tourism with network analyses and bibliometric methods. For this purpose, 677 articles published in the journals in the category of Hospitality, Leisure, Sport & Tourism in the Web of Science (WoS) database between 1978-2021 in July 2021 were included in the analysis. The number of articles and citations according to years, journals, and the number of articles according to the number of authors, top 20 productive authors in this field, the academic productivity of the authors, the most co-occurred keywords in the articles, the most cited articles and the academic productivity of countries and institutions were included in the bibliometric analysis of articles. In the visualization and scientific mapping, VOSviewer program was used and the co-citation network analysis of the journals, the co-authorship network analysis, the frequency of the co-occurrence of keywords and the co-authorship analysis of countries and institutions were included. The results of the research show that the number of articles and citations have increased rapidly since 2019, Tourism Management is the leading journal in this field, Law is the leading author, Jung and Dieck are the most cited authors, most of the articles have been conducted by two or more authors, and most of them are multidisciplinary studies. Moreover, they are among the other results obtained that the most co-occurred keywords are big data, virtual reality, smart tourism, artificial intelligence, and tourism, the most productive country is the USA and the most productive institution is Hong Kong Polytechnic University, the most cited first two articles are published in the field of virtual reality and big data.

References

  • Acedo, F. J., Barroso, C., Casanueva, C., & Galán, J. L. (2006). Co-authorship in management and organizational studies: An empirical and network analysis. Journal of Management Studies, 43(5), 957–983.
  • Ahmi, A., Elbardan, H., & Raja Mohd Ali, R. H. (2019). Bibliometric analysis of published literature on industry 4.0. In ICEIC 2019 - International Conference on Electronics, Information, and Communication, (pp. 213–218). IEEE.
  • Alaei, A. R., Becken, S., & Stantic, B. (2019). Sentiment analysis in tourism: Capitalizing on big data. Journal of Travel Research, 58(2), 175-191.
  • Antalya Ticaret ve Sanayi Odası [ATSO]. (2017). Antalya firmalarına yönelik endüstri 4.0 durum tespiti - Ölçeğin geliştirilmesi ve pilot uygulama projesi. https://www.atso.org.tr/yukleme/dosya/b5397a8cdd23159c064f2957c269fbe4.pdf
  • Atabay, E., & Güzeller, C. O. (2021). A bibliometric study on eye-tracking research in tourism. Tourism: An International Interdisciplinary Journal, 69(4), 595-610.
  • Banger, G. (2018). Endüstri 4.0 ve akıllı işletme (2. Baskı). Dorlion Yayınları.
  • Bastian, M., Heymann, S., & Jacomy, M. (2009). Gephi: An open source software for exploring and manipulating networks. In Proceedings of the International AAAI Conference on Weblogs and Social Media, 3(1), (361–362), 17-20 Mayıs 2009, San Jose, California. https://ojs.aaai.org/index.php/ICWSM/article/view/13937
  • Benckendorff, P. (2009). Themes and trends in Australian and New Zealand tourism research: A social network analysis of citations in two leading journals (1994-2007). Journal of Hospitality and Tourism Management, 16(1), 1–15.
  • Benckendorff, P., & Zehrer, A. (2013). A network analysis of tourism research. Annals of Tourism Research, 43, 121–149.
  • Ben-Daya, M., Hassini, E., & Bahroun, Z. (2017). Internet of things and supply chain management: A literature review. International Journal of Production Research, 57(15–16), 4719–4742.
  • Bertoncel, T., Meško, M., & Bach, M. P. (2019). Big data for smart factories: A bibliometric analysis. In 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) (pp. 1261-1265). IEEE.
  • Boes, K., Buhalis, D., & Inversini, A. (2016). Smart tourism destinations: Ecosystems for tourism destination competitiveness. International Journal of Tourism Cities, 2(2), 108–124.
  • Boston Consulting Group [BCG]. (2015, Nisan). Industry 4.0 – The future of productivity and growth in manufacturing industries. http://image-src.bcg.com/Images/Industry_40_Future_of_Productivity_April_2015_tcm9-61694.pdf
  • Broadus, R. N. (1987). Toward a definition of “bibliometrics.” Scientometrics, 12(5–6), 373–379.
  • Buhalis, D., & Foerste, M. (2015). SoCoMo marketing for travel and tourism: Empowering co-creation of value. Journal of Destination Marketing and Management, 4(3), 151–161.
  • Buhalis, D., & Sinarta, Y. (2019). Real-time co-creation and nowness service: Lessons from tourism and hospitality. Journal of Travel & Tourism Marketing, 36(5), 563-582.
  • Capgemini Consulting. (2017, Temmuz). Industry 4.0 - The capgemini consulting view. https://www.capgemini.com/consulting/wp-content/uploads/sites/30/2017/07/capgemini-consulting-industrie-4.0_0_0.pdf
  • Chen, C. (2006). CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature. Journal of the American Society for Information Science and Technology, 57(3), 359–377.
  • Cheng, M., & Jin, X. (2019). What do Airbnb users care about? An analysis of online review comments. International Journal of Hospitality Management, 76, 58-70.
  • Cheong, R. (1995). The virtual threat to travel and tourism. Tourism Management, 16(6), 417–422.
  • Cho, V. (2003). A comparison of three different approaches to tourist arrival forecasting. Tourism Management, 24(3), 323–330.
  • Clarivate Analytics (2021, Temmuz 14). Browse journals. https://jcr.clarivate.com/jcr/browse-journals
  • Cobo, M. J., Jürgens, B., Herrero-Solana, V., Martínez, M. A., & Herrera-Viedma, E. (2018). Industry 4.0: A perspective based on bibliometric analysis. Procedia Computer Science, 139, 364–371.
  • Cobo, M. J., López-Herrera, A. G., Herrera-Viedma, E., & Herrera, F. (2011). Science mapping software tools: Review, analysis, and cooperative study among tools. Journal of the American Society for Information Science and Technology, 62(7), 1382–1402.
  • Culnan, M. J. (1986). The intellectual development of management information systems, 1972–1982: A co-citation analysis. Management Science, 32(2), 156–172.
  • Darko, A., Chan, A. P., Adabre, M. A., Edwards, D. J., Hosseini, M. R., & Ameyaw, E. E. (2020). Artificial intelligence in the AEC industry: Scientometric analysis and visualization of research activities. Automation in Construction, 112, 103081.
  • Del Chiappa, G., & Baggio, R. (2015). Knowledge transfer in smart tourism destinations: Analyzing the effects of a network structure. Journal of Destination Marketing and Management, 4(3), 145–150.
  • Dickinson, J. E., Ghali, K., Cherrett, T., Speed, C., Davies, N., & Norgate, S. (2014). Tourism and the smartphone app: Capabilities, emerging practice and scope in the travel domain. Current Issues in Tourism, 17(1), 84–101.
  • Durán-Sánchez, A., Álvarez-García, J., Del Río-Rama, M. de la C., & González-Vázquez, E. (2016). Literature review of wine tourism research: Bibliometric analysis (1984–2014). In Wine and tourism: A strategic segment for sustainable economic development (pp. 257–273). Springer International Publishing.
  • Eğilmez, M. (2017, Mayıs 08). Endüstri 4.0. http://www.mahfiegilmez.com/2017/05/endustri-40.html
  • Ejsmont, K., Gladysz, B., & Kluczek, A. (2020). Impact of industry 4.0 on sustainability—bibliometric literature review. Sustainability, 12(14), 5650.
  • Eto, H. (2002). Authorship and citation patterns in management science in comparison with operational research. Scientometrics, 53(3), 337–349.
  • Evren, S., & Kozak, N. (2014). Bibliometric analysis of tourism and hospitality related articles published in Turkey. Anatolia, 25(1), 61–80.
  • Figueroa-Domecq, C., Pritchard, A., Segovia-Pérez, M., Morgan, N., & Villacé-Molinero, T. (2015). Tourism gender research: A critical accounting. Annals of Tourism Research, 52, 87–103.
  • Frazzon, E. M., Rodriguez, C. M. T., Pereira, M. M., Pires, M. C., & Uhlmann, I. (2019). Towards supply chain Management 4.0. Brazilian Journal of Operations & Production Management, 16(2), 180–191.
  • Frenken, K., & Hoekman, J. (2014). Spatial scientometrics and scholarly impact: A review of recent studies, tools, and methods. In Y. Ding, R. Rousseau & D. Wolfram (Eds.), Measuring scholarly impact (pp. 127–146). Springer.
  • Fuchs, M., Höpken, W., & Lexhagen, M. (2014). Big data analytics for knowledge generation in tourism destinations - A case from Sweden. Journal of Destination Marketing and Management, 3(4), 198–209.
  • Ghosh, A., Edwards, D. J., & Hosseini, M. R. (2021). Patterns and trends in internet of things (IoT) research: Future applications in the construction industry. Engineering, construction and architectural management, 28(2), 457-481.
  • Glänzel, W., & Schubert, A. (2006). Analysing scientific networks through co-authorship. In H. F. Moed, W. Glänzel & U. Schmoch (Eds.), Handbook of quantitative science and technology research (pp. 257–276). Springer.
  • Gobbo, J. A., Busso, C. M., Gobbo, C. O., & Carreão, H. (2018). Making the links among environmental protection, process safety, and industry 4.0. Process Safety and Environmental Protection, 117, 372–382.
  • Guttentag, D. A. (2010). Virtual reality: Applications and implications for tourism. Tourism Management, 31(5), 637–651.
  • Guzeller, C. O., & Celiker, N. (2019). Bibliometrical analysis of Asia Pacific journal of tourism research. Asia Pacific Journal of Tourism Research, 24(1), 108-120.
  • Haleem, A., & Javaid, M. (2019). Additive manufacturing applications in industry 4.0: A review. Journal of Industrial Integration and Management, 4(4), 1930001.
  • Hall, M. C. (2011). Publish and perish? Bibliometric analysis, journal ranking and the assessment of research quality in tourism. Tourism Management, 32(1), 16–27.
  • Hannam, K., Butler, G., & Paris, C. M. (2014). Developments and key issues in tourism mobilities. Annals of Tourism Research, 44, 171–185.
  • Hu, C., & Racherla, P. (2008). Visual representation of knowledge networks: A social network analysis of hospitality research domain. International Journal of Hospitality Management, 27(2), 302–312.
  • Ivanov, D., Tang, C. S., Dolgui, A., Battini, D., & Das, A. (2021). Researchers' perspectives on Industry 4.0: Multi-disciplinary analysis and opportunities for operations management. International Journal of Production Research, 59(7), 2055-2078.
  • Jerman, A., Pejić Bach, M., & Bertoncelj, A. (2018). A bibliometric and topic analysis on future competences at smart factories. Machines, 6(3), 1–13.
  • Jobber, D., & Simpson, P. (1988). A citation analysis of selected marketing journals. International Journal of Research in Marketing, 5(2), 137–142.
  • Johnson, A. G., & Samakovlis, I. (2019). A bibliometric analysis of knowledge development in smart tourism research. Journal of Hospitality and Tourism Technology, 10(4), 600-623.
  • Jung, T., Chung, N., & Leue, M. C. (2015). The determinants of recommendations to use augmented reality technologies: The case of a Korean theme park. Tourism Management, 49, 75–86.
  • Kagermann, H., Wahlster, W., & Helbig, J. (2013). Recommendations for implementing the strategic initiative INDUSTRIE 4.0 - Final report of the Industrie 4.0 Working Group. Forschungsunion.
  • Kipper, L. M., Furstenau, L. B., Hoppe, D., Frozza, R., & Iespen, S. (2019). Scopus scientific mapping production in industry 4.0 (2011-2018): A bibliometric analysis. International Journal of Production Research, 58(6), 1605-1627.
  • Klincewicz, K. (2019). Robotics in the context of industry 4.0: Patenting activities in Poland and their comparison with global developments. Problemy Zarzadzania, 17(2), 53–95.
  • Koseoglu, M. A. (2016). Growth and structure of authorship and co-authorship network in the strategic management realm: Evidence from the strategic management journal. BRQ Business Research Quarterly, 19, 153–170.
  • Köseoglu, M. A., Okumus, F., Dogan, I. C., & Law, R. (2019). Intellectual structure of strategic management research in the hospitality management field: A co-citation analysis. International Journal of Hospitality Management, 78, 234–250.
  • Koseoglu, M. A., Rahimi, R., Okumus, F., & Liu, J. (2016). Bibliometric studies in tourism. Annals of Tourism Research, 61, 180–198.
  • Köseoglu, M. A., Sehitoglu, Y., & Parnell, J. A. (2015). A bibliometric analysis of scholarly work in leading tourism and hospitality journals: The case of Turkey. Anatolia, 26(3), 359–371.
  • Li, X., Pan, B., Law, R., & Huang, X. (2017). Forecasting tourism demand with composite search index. Tourism Management, 59, 57–66.
  • Li, Y., Hu, C., Huang, C., & Duan, L. (2017). The concept of smart tourism in the context of tourism information services. Tourism Management, 58, 293–300.
  • Lian, T., Yu, C., Wang, W., Yuan, Q., & Hou, Z. (2016). Doctoral dissertations on tourism in China: A co-word analysis. Knowledge Organization, 43(6), 440–461.
  • Liu, S. Q., & Mattila, A. S. (2017). Airbnb: Online targeted advertising, sense of power, and consumer decisions. International Journal of Hospitality Management, 60, 33–41.
  • Liu, Y., Teichert, T., Rossi, M., Li, H., & Hu, F. (2017). Big data for big insights: Investigating language-specific drivers of hotel satisfaction with 412,784 user-generated reviews. Tourism Management, 59, 554–563.
  • Lu, K., & Wolfram, D. (2012). Measuring author research relatedness: A comparison of word-based, topic-based, and author cocitation approaches. Journal of the American Society for Information Science and Technology, 63(10), 1973–1986.
  • Manesh, M. F., Pellegrini, M. M., Marzi, G., & Dabic, M. (2021). Knowledge management in the fourth industrial revolution: Mapping the literature and scoping future avenues. IEEE Transactions on Engineering Management, 68(1), 289-300.
  • Mariani, M. M., Di Felice, M., & Mura, M. (2016). Facebook as a destination marketing tool: Evidence from Italian regional destination management organizations. Tourism Management, 54, 321–343.
  • Mariani, M., & Borghi, M. (2019). Industry 4.0: A bibliometric review of its managerial intellectual structure and potential evolution in the service industries. Technological Forecasting and Social Change, 149, 119752.
  • Marine-Roig, E., & Clavé, S. A. (2015). Tourism analytics with massive user-generated content: A case study of Barcelona. Journal of Destination Marketing and Management, 4(3), 162–172.
  • McBurney, M. K., & Novak, P. L. (2002). What is bibliometrics and why should you care?. In Proceedings IEEE international professional communication conference (pp. 108-114). IEEE.
  • McCain, K. W. (1990). Mapping authors in intellectual space: A technical overview. Journal of the American Society for Information Science, 41(6), 433–443.
  • McCain, K. W. (1991). Mapping economics through the journal literature: An experiment in journal cocitation analysis. Journal of the American Society for Information Science, 42(4), 290–296.
  • McKinsey & Company. (2015). How to navigate digitization of manufacturing sector. (27 Ekim 2019). https://www.mckinsey.com/business-functions/operations/our-insights/industry-four-point-o-how-to-navigae-the-digitization-of-the-manufacturing-sector
  • Merigó, J. M., Mas-Tur, A., Roig-Tierno, N., & Ribeiro-Soriano, D. (2015). A bibliometric overview of the Journal of Business Research between 1973 and 2014. Journal of Business Research, 68(12), 2645–2653.
  • Moro, S., Rita, P., Ramos, P., & Esmerado, J. (2019). Analysing recent augmented and virtual reality developments in tourism. Journal of Hospitality and Tourism Technology, 10(4), 571-586.
  • Muhuri, P. K., Shukla, A. K., & Abraham, A. (2019). Industry 4.0: A bibliometric analysis and detailed overview. Engineering Applications of Artificial Intelligence, 78, 218–235.
  • Mulet-Forteza, C., Genovart-Balaguer, J., Mauleon-Mendez, E., & Merigó, J. M. (2019). A bibliometric research in the tourism, leisure and hospitality fields. Journal of Business Research, 101, 819–827.
  • Mulet-Forteza, C., Martorell-Cunill, O., Merigó, J. M., Genovart-Balaguer, J., & Mauleon-Mendez, E. (2018). Twenty five years of the Journal of Travel & Tourism Marketing: A bibliometric ranking. Journal of Travel and Tourism Marketing, 35(9), 1201–1221.
  • Okumus, B., Koseoglu, M. A., & Ma, F. (2018). Food and gastronomy research in tourism and hospitality: A bibliometric analysis. International Journal of Hospitality Management, 73, 64–74.
  • Özdağoğlu, A., Özdağoğlu, G., Topoyan, M., & Damar, M. (2020). A predictive filtering approach for clarifying bibliometric datasets: An example on the research articles related to industry 4.0. Technology Analysis & Strategic Management, 32(2), 158–174.
  • Pilkington, A., & Chai, K. (2008). Research themes, concepts and relationships: A study of International Journal of Service Industry Management (1990‐2005). International Journal of Service Industry Management, 19(1), 83–110.
  • Racherla, P., & Hu, C. (2010). A social network perspective of tourism research collaborations. Annals of Tourism Research, 37(4), 1012–1034.
  • Ramos-Rodrígue, A. R., & Ruíz-Navarro, J. (2004). Changes in the intellectual structure of strategic management research: A bibliometric study of the Strategic Management Journal, 1980-2000. Strategic Management Journal, 25(10), 981–1004.
  • Sánchez, A. D., de la Cruz Del Río Rama, M., & García, J. Á. (2017). Bibliometric analysis of publications on wine tourism in the databases Scopus and WoS. European Research on Management and Business Economics, 23, 8–15.
  • Schwab, K. (2017). Dördüncü sanayi devrimi (Çev. Zülfü Dicleli). Optimist Kitap.
  • Scimago Institutions Rankings. (2021, Ağustos 15). Scimago journal & country rank. https://www.scimagojr.com/journalrank.php?category=1409&order=sjr&ord=desc
  • Seeber, M., Cattaneo, M., Meoli, M., & Malighetti, P. (2019). Self-citations as strategic response to the use of metrics for career decisions. Research Policy, 48(2), 478–491.
  • Strandberg, C., Nath, A., Hemmatdar, H., & Jahwash, M. (2018). Tourism research in the new millennium: A bibliometric review of literature in tourism and hospitality research. Tourism and Hospitality Research, 18(3), 269–285.
  • Strozzi, F., Colicchia, C., Creazza, A., & Noè, C. (2017). Literature review on the ‘smart factory’ concept using bibliometric tools. International Journal of Production Research, 55(22), 6572–6591.
  • Tayfun, A., Ülker, M., Gökçe, Y., Tengilimoğlu, E., Sürücü, Ç., & Durmaz, M. (2018). Turizm alanında yiyecek ve içecek ile ilgili lisansüstü tezlerin bibliyometrik analizi. Journal of Tourism and Gastronomy Studies, 6(2), 523–547.
  • Tiwari, S. (2021). Supply chain integration and Industry 4.0: A systematic literature review. Benchmarking: An International Journal, 28(3), 990-1030.
  • Tom Dieck, M. C., & Jung, T. (2018). A theoretical model of mobile augmented reality acceptance in urban heritage tourism. Current Issues in Tourism, 21(2), 154–174.
  • Trotta, D., & Garengo, P. (2018). Industry 4.0 key research topics: A bibliometric review. In 2018 7th international conference on industrial technology and management (ICITM) (pp. 113-117). IEEE.
  • Türk Sanayicileri ve İşinsanları Derneği [TÜSİAD]. (2016, Mart). Türkiye’nin küresel rekabetçiliği için bir gereklilik olarak sanayi 4.0 gelişmekte olan ekonomi perspektifi. http://www.tusiad.org/indir/2016/sanayi-40.pdf
  • Tussyadiah, I. P., & Zach, F. (2017). Identifying salient attributes of peer-to-peer accommodation experience. Journal of Travel and Tourism Marketing, 34(5), 636–652.
  • Tussyadiah, I. P., Wang, D., Jung, T. H., & Tom Dieck, M. C. (2018). Virtual reality, presence, and attitude change: Empirical evidence from tourism. Tourism Management, 66, 140–154.
  • Ülker, P., Örnek, N., & Çalhan, H. (2020). Turizm dergilerinde yayınlanan inovasyon başlıklı makalelerin bibliyometrik profili. Seyahat ve Otel İşletmeciliği Dergisi, 17(1), 103-123.
  • Ülker, P., Ülker, M., & Karamustafa, K. (2022). Bibliometric analysis of bibliometric studies in the field of tourism and hospitality. Journal of Hospitality and Tourism Insights. https://doi.org/10.1108/JHTI-10-2021-0291
  • van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538.
  • van Eck, N. J., & Waltman, L. (2017). Citation-based clustering of publications using CitNetExplorer and VOSviewer. Scientometrics, 111(2), 1053–1070.
  • van Raan, A. F. J. (2004). Measuring science. In H. F. Moed, W. Glänzel & U. Schmoch (Eds.), Handbook of quantitative science and technology research (pp. 19–50). Springer.
  • Wang, B., Tao, F., Fang, X., Liu, C., Liu, Y., & Freiheit, T. (2021). Smart manufacturing and intelligent manufacturing: A comparative review. Engineering, 7(6), 738-757.
  • Wang, D., Li, X., & Li, Y. (2013). China’s “smart tourism destination” initiative: A taste of the service-dominant logic. Journal of Destination Marketing and Management, 2(2), 59–61.
  • Wang, X., Li, X. R., Zhen, F., & Zhang, J. H. (2016). How smart is your tourist attraction?: Measuring tourist preferences of smart tourism attractions via a FCEM-AHP and IPA approach. Tourism Management, 54, 309–320.
  • Wang, X., Xu, Z., & Dzitac, I. (2019). Bibliometric analysis on research trends of International Journal of Computers Communications & Control. International Journal of Computers Communications & Control, 14(5), 711–732.
  • Wei, W. (2019). Research progress on virtual reality (VR) and augmented reality (AR) in tourism and hospitality: A critical review of publications from 2000 to 2018. Journal of Hospitality and Tourism Technology, 10(4), 539-570.
  • Weiler, B., Moyle, B., & McLennan, C. L. (2012). Disciplines that influence tourism doctoral research. The United States, Canada, Australia and New Zealand. Annals of Tourism Research, 39(3), 1425–1445.
  • White, H. D., & Griffith, B. C. (1981). Author cocitation: A literature measure of intellectual structure. Journal of the American Society for Information Science, 32(3), 163–171.
  • White, H. D., & McCain, K. W. (1998). Visualizing a discipline: An author co-citation analysis of information science, 1972-1995. Journal of the American Society for Information Science, 49(4), 327–355.
  • Williams, P., & Hobson, J. P. (1995). Virtual reality and tourism: fact or fantasy?. Tourism Management, 16(6), 423–427.
  • Xiang, Z., Schwartz, Z., Gerdes, J. H., & Uysal, M. (2015). What can big data and text analytics tell us about hotel guest experience and satisfaction?. International Journal of Hospitality Management, 44, 120–130.
  • Yang, Y., Pan, B., & Song, H. (2014). Predicting hotel demand using destination marketing organization’s web traffic data. Journal of Travel Research, 53(4), 433–447.
  • Ye, Q., Li, T., & Law, R. (2013). A coauthorship network analysis of tourism and hospitality research collaboration. Journal of Hospitality and Tourism Research, 37(1), 51–76.
  • Ye, Q., Song, H., & Li, T. (2012). Cross-institutional collaboration networks in tourism and hospitality research. Tourism Management Perspectives, 2–3, 55–64.
  • Yılmaz, G. (2017). Restoranlarda bahşiş ile ilgili yayınlanan makalelerin bibliyometrik analizi. Seyahat ve Otel İşletmeciliği Dergisi, 14(2), 65-79.
  • Ying, T., & Xiao, H. (2012). Knowledge linkage: A social network analysis of tourism dissertation subjects. Journal of Hospitality and Tourism Research, 36(4), 450–477.
  • Zarrabeitia-Bilbao, E., Alvarez-Meaza, I., Río-Belver, R. M., & Garechana-Anacabe, G. (2019). Additive manufacturing technologies for biomedical engineering applications: Research trends and scientific impact. El Profesional de La Información, 28(2), e280220.
  • Zekhnini, K., Cherrafi, A., Bouhaddou, I., Benghabrit, Y., & Garza-Reyes, J. A. (2021). Supply chain management 4.0: A literature review and research framework. Benchmarking: An International Journal, 28(2), 465-501.
  • Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429–472.

TURİZM ALANINDA ENDÜSTRİ 4.0 VE UYGULAMALARINI KONU ALAN MAKALELERİN BİBLİYOMETRİK ANALİZİ

Year 2023, , 229 - 255, 02.01.2023
https://doi.org/10.30794/pausbed.1091405

Abstract

Bu çalışmada, turizm alanında önde gelen uluslararası dergilerde Endüstri 4.0 ve uygulamalarını konu alan makalelerin ağ analizleri ve bibliyometrik yöntemlerle incelenmesiyle ilgili bilgi birikimine katkı sağlanması amaçlanmaktadır. Bu amaç doğrultusunda, Temmuz 2021’de 1978-2021 yılları arasında Web of Science (WoS) veri tabanında Hospitality, Leisure, Sport & Tourism kategorisindeki dergilerde yayınlanan 677 makale analize dâhil edilmiştir. Makalelerin bibliyometrik analizinde, yıllara ve yayınlanan dergilere göre makale ve atıf sayıları, yazar sayılarına göre makale sayıları, bu alanda en fazla çalışma yapan ilk 20 yazar, yazarların akademik üretkenlikleri, bu alandaki araştırmalarda en fazla kullanılan anahtar kelimeler, ülkelerin ve kurumların akademik üretkenlikleri ile en fazla atıf alan makalelere yer verilmiştir. Görselleştirme ve haritalamada ise VOSviewer programı kullanılmış olup dergilerin ortak atıf ağ analizine, ortak yazarlık ağ analizine, anahtar kelimelerin ortak kullanım sıklığına ve iş birliği yapan ülkelerin ve kurumların ağ analizine yer verilmiştir. Araştırma sonuçları makale ve atıf sayısının 2019 yılından itibaren hızla arttığını, Tourism Management dergisinin bu alanda öncü bir dergi olduğunu, Law’un en çok çalışma yapan ve Jung ve Dieck’in en çok atıf alan yazarlar olduğunu, makalelerin büyük çoğunlukla iki veya daha fazla yazarlı olduğunu, büyük çoğunluğunun multidisipliner çalışmalardan oluştuğunu göstermektedir. Anahtar kelimeler olarak en fazla büyük veri, sanal gerçeklik, akıllı turizm, yapay zekâ ve turizm kelimelerinin kullanıldığı, en üretken ülkenin ABD, en üretken kurumun ise Hong Kong Polytechnic University olduğu ve en fazla atıf alan ilk iki makalenin sanal gerçeklik ve büyük veri alanlarında yapıldığı elde edilen diğer sonuçlar arasındadır.

References

  • Acedo, F. J., Barroso, C., Casanueva, C., & Galán, J. L. (2006). Co-authorship in management and organizational studies: An empirical and network analysis. Journal of Management Studies, 43(5), 957–983.
  • Ahmi, A., Elbardan, H., & Raja Mohd Ali, R. H. (2019). Bibliometric analysis of published literature on industry 4.0. In ICEIC 2019 - International Conference on Electronics, Information, and Communication, (pp. 213–218). IEEE.
  • Alaei, A. R., Becken, S., & Stantic, B. (2019). Sentiment analysis in tourism: Capitalizing on big data. Journal of Travel Research, 58(2), 175-191.
  • Antalya Ticaret ve Sanayi Odası [ATSO]. (2017). Antalya firmalarına yönelik endüstri 4.0 durum tespiti - Ölçeğin geliştirilmesi ve pilot uygulama projesi. https://www.atso.org.tr/yukleme/dosya/b5397a8cdd23159c064f2957c269fbe4.pdf
  • Atabay, E., & Güzeller, C. O. (2021). A bibliometric study on eye-tracking research in tourism. Tourism: An International Interdisciplinary Journal, 69(4), 595-610.
  • Banger, G. (2018). Endüstri 4.0 ve akıllı işletme (2. Baskı). Dorlion Yayınları.
  • Bastian, M., Heymann, S., & Jacomy, M. (2009). Gephi: An open source software for exploring and manipulating networks. In Proceedings of the International AAAI Conference on Weblogs and Social Media, 3(1), (361–362), 17-20 Mayıs 2009, San Jose, California. https://ojs.aaai.org/index.php/ICWSM/article/view/13937
  • Benckendorff, P. (2009). Themes and trends in Australian and New Zealand tourism research: A social network analysis of citations in two leading journals (1994-2007). Journal of Hospitality and Tourism Management, 16(1), 1–15.
  • Benckendorff, P., & Zehrer, A. (2013). A network analysis of tourism research. Annals of Tourism Research, 43, 121–149.
  • Ben-Daya, M., Hassini, E., & Bahroun, Z. (2017). Internet of things and supply chain management: A literature review. International Journal of Production Research, 57(15–16), 4719–4742.
  • Bertoncel, T., Meško, M., & Bach, M. P. (2019). Big data for smart factories: A bibliometric analysis. In 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) (pp. 1261-1265). IEEE.
  • Boes, K., Buhalis, D., & Inversini, A. (2016). Smart tourism destinations: Ecosystems for tourism destination competitiveness. International Journal of Tourism Cities, 2(2), 108–124.
  • Boston Consulting Group [BCG]. (2015, Nisan). Industry 4.0 – The future of productivity and growth in manufacturing industries. http://image-src.bcg.com/Images/Industry_40_Future_of_Productivity_April_2015_tcm9-61694.pdf
  • Broadus, R. N. (1987). Toward a definition of “bibliometrics.” Scientometrics, 12(5–6), 373–379.
  • Buhalis, D., & Foerste, M. (2015). SoCoMo marketing for travel and tourism: Empowering co-creation of value. Journal of Destination Marketing and Management, 4(3), 151–161.
  • Buhalis, D., & Sinarta, Y. (2019). Real-time co-creation and nowness service: Lessons from tourism and hospitality. Journal of Travel & Tourism Marketing, 36(5), 563-582.
  • Capgemini Consulting. (2017, Temmuz). Industry 4.0 - The capgemini consulting view. https://www.capgemini.com/consulting/wp-content/uploads/sites/30/2017/07/capgemini-consulting-industrie-4.0_0_0.pdf
  • Chen, C. (2006). CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature. Journal of the American Society for Information Science and Technology, 57(3), 359–377.
  • Cheng, M., & Jin, X. (2019). What do Airbnb users care about? An analysis of online review comments. International Journal of Hospitality Management, 76, 58-70.
  • Cheong, R. (1995). The virtual threat to travel and tourism. Tourism Management, 16(6), 417–422.
  • Cho, V. (2003). A comparison of three different approaches to tourist arrival forecasting. Tourism Management, 24(3), 323–330.
  • Clarivate Analytics (2021, Temmuz 14). Browse journals. https://jcr.clarivate.com/jcr/browse-journals
  • Cobo, M. J., Jürgens, B., Herrero-Solana, V., Martínez, M. A., & Herrera-Viedma, E. (2018). Industry 4.0: A perspective based on bibliometric analysis. Procedia Computer Science, 139, 364–371.
  • Cobo, M. J., López-Herrera, A. G., Herrera-Viedma, E., & Herrera, F. (2011). Science mapping software tools: Review, analysis, and cooperative study among tools. Journal of the American Society for Information Science and Technology, 62(7), 1382–1402.
  • Culnan, M. J. (1986). The intellectual development of management information systems, 1972–1982: A co-citation analysis. Management Science, 32(2), 156–172.
  • Darko, A., Chan, A. P., Adabre, M. A., Edwards, D. J., Hosseini, M. R., & Ameyaw, E. E. (2020). Artificial intelligence in the AEC industry: Scientometric analysis and visualization of research activities. Automation in Construction, 112, 103081.
  • Del Chiappa, G., & Baggio, R. (2015). Knowledge transfer in smart tourism destinations: Analyzing the effects of a network structure. Journal of Destination Marketing and Management, 4(3), 145–150.
  • Dickinson, J. E., Ghali, K., Cherrett, T., Speed, C., Davies, N., & Norgate, S. (2014). Tourism and the smartphone app: Capabilities, emerging practice and scope in the travel domain. Current Issues in Tourism, 17(1), 84–101.
  • Durán-Sánchez, A., Álvarez-García, J., Del Río-Rama, M. de la C., & González-Vázquez, E. (2016). Literature review of wine tourism research: Bibliometric analysis (1984–2014). In Wine and tourism: A strategic segment for sustainable economic development (pp. 257–273). Springer International Publishing.
  • Eğilmez, M. (2017, Mayıs 08). Endüstri 4.0. http://www.mahfiegilmez.com/2017/05/endustri-40.html
  • Ejsmont, K., Gladysz, B., & Kluczek, A. (2020). Impact of industry 4.0 on sustainability—bibliometric literature review. Sustainability, 12(14), 5650.
  • Eto, H. (2002). Authorship and citation patterns in management science in comparison with operational research. Scientometrics, 53(3), 337–349.
  • Evren, S., & Kozak, N. (2014). Bibliometric analysis of tourism and hospitality related articles published in Turkey. Anatolia, 25(1), 61–80.
  • Figueroa-Domecq, C., Pritchard, A., Segovia-Pérez, M., Morgan, N., & Villacé-Molinero, T. (2015). Tourism gender research: A critical accounting. Annals of Tourism Research, 52, 87–103.
  • Frazzon, E. M., Rodriguez, C. M. T., Pereira, M. M., Pires, M. C., & Uhlmann, I. (2019). Towards supply chain Management 4.0. Brazilian Journal of Operations & Production Management, 16(2), 180–191.
  • Frenken, K., & Hoekman, J. (2014). Spatial scientometrics and scholarly impact: A review of recent studies, tools, and methods. In Y. Ding, R. Rousseau & D. Wolfram (Eds.), Measuring scholarly impact (pp. 127–146). Springer.
  • Fuchs, M., Höpken, W., & Lexhagen, M. (2014). Big data analytics for knowledge generation in tourism destinations - A case from Sweden. Journal of Destination Marketing and Management, 3(4), 198–209.
  • Ghosh, A., Edwards, D. J., & Hosseini, M. R. (2021). Patterns and trends in internet of things (IoT) research: Future applications in the construction industry. Engineering, construction and architectural management, 28(2), 457-481.
  • Glänzel, W., & Schubert, A. (2006). Analysing scientific networks through co-authorship. In H. F. Moed, W. Glänzel & U. Schmoch (Eds.), Handbook of quantitative science and technology research (pp. 257–276). Springer.
  • Gobbo, J. A., Busso, C. M., Gobbo, C. O., & Carreão, H. (2018). Making the links among environmental protection, process safety, and industry 4.0. Process Safety and Environmental Protection, 117, 372–382.
  • Guttentag, D. A. (2010). Virtual reality: Applications and implications for tourism. Tourism Management, 31(5), 637–651.
  • Guzeller, C. O., & Celiker, N. (2019). Bibliometrical analysis of Asia Pacific journal of tourism research. Asia Pacific Journal of Tourism Research, 24(1), 108-120.
  • Haleem, A., & Javaid, M. (2019). Additive manufacturing applications in industry 4.0: A review. Journal of Industrial Integration and Management, 4(4), 1930001.
  • Hall, M. C. (2011). Publish and perish? Bibliometric analysis, journal ranking and the assessment of research quality in tourism. Tourism Management, 32(1), 16–27.
  • Hannam, K., Butler, G., & Paris, C. M. (2014). Developments and key issues in tourism mobilities. Annals of Tourism Research, 44, 171–185.
  • Hu, C., & Racherla, P. (2008). Visual representation of knowledge networks: A social network analysis of hospitality research domain. International Journal of Hospitality Management, 27(2), 302–312.
  • Ivanov, D., Tang, C. S., Dolgui, A., Battini, D., & Das, A. (2021). Researchers' perspectives on Industry 4.0: Multi-disciplinary analysis and opportunities for operations management. International Journal of Production Research, 59(7), 2055-2078.
  • Jerman, A., Pejić Bach, M., & Bertoncelj, A. (2018). A bibliometric and topic analysis on future competences at smart factories. Machines, 6(3), 1–13.
  • Jobber, D., & Simpson, P. (1988). A citation analysis of selected marketing journals. International Journal of Research in Marketing, 5(2), 137–142.
  • Johnson, A. G., & Samakovlis, I. (2019). A bibliometric analysis of knowledge development in smart tourism research. Journal of Hospitality and Tourism Technology, 10(4), 600-623.
  • Jung, T., Chung, N., & Leue, M. C. (2015). The determinants of recommendations to use augmented reality technologies: The case of a Korean theme park. Tourism Management, 49, 75–86.
  • Kagermann, H., Wahlster, W., & Helbig, J. (2013). Recommendations for implementing the strategic initiative INDUSTRIE 4.0 - Final report of the Industrie 4.0 Working Group. Forschungsunion.
  • Kipper, L. M., Furstenau, L. B., Hoppe, D., Frozza, R., & Iespen, S. (2019). Scopus scientific mapping production in industry 4.0 (2011-2018): A bibliometric analysis. International Journal of Production Research, 58(6), 1605-1627.
  • Klincewicz, K. (2019). Robotics in the context of industry 4.0: Patenting activities in Poland and their comparison with global developments. Problemy Zarzadzania, 17(2), 53–95.
  • Koseoglu, M. A. (2016). Growth and structure of authorship and co-authorship network in the strategic management realm: Evidence from the strategic management journal. BRQ Business Research Quarterly, 19, 153–170.
  • Köseoglu, M. A., Okumus, F., Dogan, I. C., & Law, R. (2019). Intellectual structure of strategic management research in the hospitality management field: A co-citation analysis. International Journal of Hospitality Management, 78, 234–250.
  • Koseoglu, M. A., Rahimi, R., Okumus, F., & Liu, J. (2016). Bibliometric studies in tourism. Annals of Tourism Research, 61, 180–198.
  • Köseoglu, M. A., Sehitoglu, Y., & Parnell, J. A. (2015). A bibliometric analysis of scholarly work in leading tourism and hospitality journals: The case of Turkey. Anatolia, 26(3), 359–371.
  • Li, X., Pan, B., Law, R., & Huang, X. (2017). Forecasting tourism demand with composite search index. Tourism Management, 59, 57–66.
  • Li, Y., Hu, C., Huang, C., & Duan, L. (2017). The concept of smart tourism in the context of tourism information services. Tourism Management, 58, 293–300.
  • Lian, T., Yu, C., Wang, W., Yuan, Q., & Hou, Z. (2016). Doctoral dissertations on tourism in China: A co-word analysis. Knowledge Organization, 43(6), 440–461.
  • Liu, S. Q., & Mattila, A. S. (2017). Airbnb: Online targeted advertising, sense of power, and consumer decisions. International Journal of Hospitality Management, 60, 33–41.
  • Liu, Y., Teichert, T., Rossi, M., Li, H., & Hu, F. (2017). Big data for big insights: Investigating language-specific drivers of hotel satisfaction with 412,784 user-generated reviews. Tourism Management, 59, 554–563.
  • Lu, K., & Wolfram, D. (2012). Measuring author research relatedness: A comparison of word-based, topic-based, and author cocitation approaches. Journal of the American Society for Information Science and Technology, 63(10), 1973–1986.
  • Manesh, M. F., Pellegrini, M. M., Marzi, G., & Dabic, M. (2021). Knowledge management in the fourth industrial revolution: Mapping the literature and scoping future avenues. IEEE Transactions on Engineering Management, 68(1), 289-300.
  • Mariani, M. M., Di Felice, M., & Mura, M. (2016). Facebook as a destination marketing tool: Evidence from Italian regional destination management organizations. Tourism Management, 54, 321–343.
  • Mariani, M., & Borghi, M. (2019). Industry 4.0: A bibliometric review of its managerial intellectual structure and potential evolution in the service industries. Technological Forecasting and Social Change, 149, 119752.
  • Marine-Roig, E., & Clavé, S. A. (2015). Tourism analytics with massive user-generated content: A case study of Barcelona. Journal of Destination Marketing and Management, 4(3), 162–172.
  • McBurney, M. K., & Novak, P. L. (2002). What is bibliometrics and why should you care?. In Proceedings IEEE international professional communication conference (pp. 108-114). IEEE.
  • McCain, K. W. (1990). Mapping authors in intellectual space: A technical overview. Journal of the American Society for Information Science, 41(6), 433–443.
  • McCain, K. W. (1991). Mapping economics through the journal literature: An experiment in journal cocitation analysis. Journal of the American Society for Information Science, 42(4), 290–296.
  • McKinsey & Company. (2015). How to navigate digitization of manufacturing sector. (27 Ekim 2019). https://www.mckinsey.com/business-functions/operations/our-insights/industry-four-point-o-how-to-navigae-the-digitization-of-the-manufacturing-sector
  • Merigó, J. M., Mas-Tur, A., Roig-Tierno, N., & Ribeiro-Soriano, D. (2015). A bibliometric overview of the Journal of Business Research between 1973 and 2014. Journal of Business Research, 68(12), 2645–2653.
  • Moro, S., Rita, P., Ramos, P., & Esmerado, J. (2019). Analysing recent augmented and virtual reality developments in tourism. Journal of Hospitality and Tourism Technology, 10(4), 571-586.
  • Muhuri, P. K., Shukla, A. K., & Abraham, A. (2019). Industry 4.0: A bibliometric analysis and detailed overview. Engineering Applications of Artificial Intelligence, 78, 218–235.
  • Mulet-Forteza, C., Genovart-Balaguer, J., Mauleon-Mendez, E., & Merigó, J. M. (2019). A bibliometric research in the tourism, leisure and hospitality fields. Journal of Business Research, 101, 819–827.
  • Mulet-Forteza, C., Martorell-Cunill, O., Merigó, J. M., Genovart-Balaguer, J., & Mauleon-Mendez, E. (2018). Twenty five years of the Journal of Travel & Tourism Marketing: A bibliometric ranking. Journal of Travel and Tourism Marketing, 35(9), 1201–1221.
  • Okumus, B., Koseoglu, M. A., & Ma, F. (2018). Food and gastronomy research in tourism and hospitality: A bibliometric analysis. International Journal of Hospitality Management, 73, 64–74.
  • Özdağoğlu, A., Özdağoğlu, G., Topoyan, M., & Damar, M. (2020). A predictive filtering approach for clarifying bibliometric datasets: An example on the research articles related to industry 4.0. Technology Analysis & Strategic Management, 32(2), 158–174.
  • Pilkington, A., & Chai, K. (2008). Research themes, concepts and relationships: A study of International Journal of Service Industry Management (1990‐2005). International Journal of Service Industry Management, 19(1), 83–110.
  • Racherla, P., & Hu, C. (2010). A social network perspective of tourism research collaborations. Annals of Tourism Research, 37(4), 1012–1034.
  • Ramos-Rodrígue, A. R., & Ruíz-Navarro, J. (2004). Changes in the intellectual structure of strategic management research: A bibliometric study of the Strategic Management Journal, 1980-2000. Strategic Management Journal, 25(10), 981–1004.
  • Sánchez, A. D., de la Cruz Del Río Rama, M., & García, J. Á. (2017). Bibliometric analysis of publications on wine tourism in the databases Scopus and WoS. European Research on Management and Business Economics, 23, 8–15.
  • Schwab, K. (2017). Dördüncü sanayi devrimi (Çev. Zülfü Dicleli). Optimist Kitap.
  • Scimago Institutions Rankings. (2021, Ağustos 15). Scimago journal & country rank. https://www.scimagojr.com/journalrank.php?category=1409&order=sjr&ord=desc
  • Seeber, M., Cattaneo, M., Meoli, M., & Malighetti, P. (2019). Self-citations as strategic response to the use of metrics for career decisions. Research Policy, 48(2), 478–491.
  • Strandberg, C., Nath, A., Hemmatdar, H., & Jahwash, M. (2018). Tourism research in the new millennium: A bibliometric review of literature in tourism and hospitality research. Tourism and Hospitality Research, 18(3), 269–285.
  • Strozzi, F., Colicchia, C., Creazza, A., & Noè, C. (2017). Literature review on the ‘smart factory’ concept using bibliometric tools. International Journal of Production Research, 55(22), 6572–6591.
  • Tayfun, A., Ülker, M., Gökçe, Y., Tengilimoğlu, E., Sürücü, Ç., & Durmaz, M. (2018). Turizm alanında yiyecek ve içecek ile ilgili lisansüstü tezlerin bibliyometrik analizi. Journal of Tourism and Gastronomy Studies, 6(2), 523–547.
  • Tiwari, S. (2021). Supply chain integration and Industry 4.0: A systematic literature review. Benchmarking: An International Journal, 28(3), 990-1030.
  • Tom Dieck, M. C., & Jung, T. (2018). A theoretical model of mobile augmented reality acceptance in urban heritage tourism. Current Issues in Tourism, 21(2), 154–174.
  • Trotta, D., & Garengo, P. (2018). Industry 4.0 key research topics: A bibliometric review. In 2018 7th international conference on industrial technology and management (ICITM) (pp. 113-117). IEEE.
  • Türk Sanayicileri ve İşinsanları Derneği [TÜSİAD]. (2016, Mart). Türkiye’nin küresel rekabetçiliği için bir gereklilik olarak sanayi 4.0 gelişmekte olan ekonomi perspektifi. http://www.tusiad.org/indir/2016/sanayi-40.pdf
  • Tussyadiah, I. P., & Zach, F. (2017). Identifying salient attributes of peer-to-peer accommodation experience. Journal of Travel and Tourism Marketing, 34(5), 636–652.
  • Tussyadiah, I. P., Wang, D., Jung, T. H., & Tom Dieck, M. C. (2018). Virtual reality, presence, and attitude change: Empirical evidence from tourism. Tourism Management, 66, 140–154.
  • Ülker, P., Örnek, N., & Çalhan, H. (2020). Turizm dergilerinde yayınlanan inovasyon başlıklı makalelerin bibliyometrik profili. Seyahat ve Otel İşletmeciliği Dergisi, 17(1), 103-123.
  • Ülker, P., Ülker, M., & Karamustafa, K. (2022). Bibliometric analysis of bibliometric studies in the field of tourism and hospitality. Journal of Hospitality and Tourism Insights. https://doi.org/10.1108/JHTI-10-2021-0291
  • van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538.
  • van Eck, N. J., & Waltman, L. (2017). Citation-based clustering of publications using CitNetExplorer and VOSviewer. Scientometrics, 111(2), 1053–1070.
  • van Raan, A. F. J. (2004). Measuring science. In H. F. Moed, W. Glänzel & U. Schmoch (Eds.), Handbook of quantitative science and technology research (pp. 19–50). Springer.
  • Wang, B., Tao, F., Fang, X., Liu, C., Liu, Y., & Freiheit, T. (2021). Smart manufacturing and intelligent manufacturing: A comparative review. Engineering, 7(6), 738-757.
  • Wang, D., Li, X., & Li, Y. (2013). China’s “smart tourism destination” initiative: A taste of the service-dominant logic. Journal of Destination Marketing and Management, 2(2), 59–61.
  • Wang, X., Li, X. R., Zhen, F., & Zhang, J. H. (2016). How smart is your tourist attraction?: Measuring tourist preferences of smart tourism attractions via a FCEM-AHP and IPA approach. Tourism Management, 54, 309–320.
  • Wang, X., Xu, Z., & Dzitac, I. (2019). Bibliometric analysis on research trends of International Journal of Computers Communications & Control. International Journal of Computers Communications & Control, 14(5), 711–732.
  • Wei, W. (2019). Research progress on virtual reality (VR) and augmented reality (AR) in tourism and hospitality: A critical review of publications from 2000 to 2018. Journal of Hospitality and Tourism Technology, 10(4), 539-570.
  • Weiler, B., Moyle, B., & McLennan, C. L. (2012). Disciplines that influence tourism doctoral research. The United States, Canada, Australia and New Zealand. Annals of Tourism Research, 39(3), 1425–1445.
  • White, H. D., & Griffith, B. C. (1981). Author cocitation: A literature measure of intellectual structure. Journal of the American Society for Information Science, 32(3), 163–171.
  • White, H. D., & McCain, K. W. (1998). Visualizing a discipline: An author co-citation analysis of information science, 1972-1995. Journal of the American Society for Information Science, 49(4), 327–355.
  • Williams, P., & Hobson, J. P. (1995). Virtual reality and tourism: fact or fantasy?. Tourism Management, 16(6), 423–427.
  • Xiang, Z., Schwartz, Z., Gerdes, J. H., & Uysal, M. (2015). What can big data and text analytics tell us about hotel guest experience and satisfaction?. International Journal of Hospitality Management, 44, 120–130.
  • Yang, Y., Pan, B., & Song, H. (2014). Predicting hotel demand using destination marketing organization’s web traffic data. Journal of Travel Research, 53(4), 433–447.
  • Ye, Q., Li, T., & Law, R. (2013). A coauthorship network analysis of tourism and hospitality research collaboration. Journal of Hospitality and Tourism Research, 37(1), 51–76.
  • Ye, Q., Song, H., & Li, T. (2012). Cross-institutional collaboration networks in tourism and hospitality research. Tourism Management Perspectives, 2–3, 55–64.
  • Yılmaz, G. (2017). Restoranlarda bahşiş ile ilgili yayınlanan makalelerin bibliyometrik analizi. Seyahat ve Otel İşletmeciliği Dergisi, 14(2), 65-79.
  • Ying, T., & Xiao, H. (2012). Knowledge linkage: A social network analysis of tourism dissertation subjects. Journal of Hospitality and Tourism Research, 36(4), 450–477.
  • Zarrabeitia-Bilbao, E., Alvarez-Meaza, I., Río-Belver, R. M., & Garechana-Anacabe, G. (2019). Additive manufacturing technologies for biomedical engineering applications: Research trends and scientific impact. El Profesional de La Información, 28(2), e280220.
  • Zekhnini, K., Cherrafi, A., Bouhaddou, I., Benghabrit, Y., & Garza-Reyes, J. A. (2021). Supply chain management 4.0: A literature review and research framework. Benchmarking: An International Journal, 28(2), 465-501.
  • Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429–472.
There are 118 citations in total.

Details

Primary Language Turkish
Subjects Tourism (Other)
Journal Section Articles
Authors

Mustafa Yılmaz 0000-0003-3255-3788

Kurtuluş Karamustafa 0000-0002-6581-6276

Publication Date January 2, 2023
Acceptance Date July 14, 2022
Published in Issue Year 2023

Cite

APA Yılmaz, M., & Karamustafa, K. (2023). TURİZM ALANINDA ENDÜSTRİ 4.0 VE UYGULAMALARINI KONU ALAN MAKALELERİN BİBLİYOMETRİK ANALİZİ. Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi(54), 229-255. https://doi.org/10.30794/pausbed.1091405
AMA Yılmaz M, Karamustafa K. TURİZM ALANINDA ENDÜSTRİ 4.0 VE UYGULAMALARINI KONU ALAN MAKALELERİN BİBLİYOMETRİK ANALİZİ. PAUSBED. January 2023;(54):229-255. doi:10.30794/pausbed.1091405
Chicago Yılmaz, Mustafa, and Kurtuluş Karamustafa. “TURİZM ALANINDA ENDÜSTRİ 4.0 VE UYGULAMALARINI KONU ALAN MAKALELERİN BİBLİYOMETRİK ANALİZİ”. Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, no. 54 (January 2023): 229-55. https://doi.org/10.30794/pausbed.1091405.
EndNote Yılmaz M, Karamustafa K (January 1, 2023) TURİZM ALANINDA ENDÜSTRİ 4.0 VE UYGULAMALARINI KONU ALAN MAKALELERİN BİBLİYOMETRİK ANALİZİ. Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi 54 229–255.
IEEE M. Yılmaz and K. Karamustafa, “TURİZM ALANINDA ENDÜSTRİ 4.0 VE UYGULAMALARINI KONU ALAN MAKALELERİN BİBLİYOMETRİK ANALİZİ”, PAUSBED, no. 54, pp. 229–255, January 2023, doi: 10.30794/pausbed.1091405.
ISNAD Yılmaz, Mustafa - Karamustafa, Kurtuluş. “TURİZM ALANINDA ENDÜSTRİ 4.0 VE UYGULAMALARINI KONU ALAN MAKALELERİN BİBLİYOMETRİK ANALİZİ”. Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi 54 (January 2023), 229-255. https://doi.org/10.30794/pausbed.1091405.
JAMA Yılmaz M, Karamustafa K. TURİZM ALANINDA ENDÜSTRİ 4.0 VE UYGULAMALARINI KONU ALAN MAKALELERİN BİBLİYOMETRİK ANALİZİ. PAUSBED. 2023;:229–255.
MLA Yılmaz, Mustafa and Kurtuluş Karamustafa. “TURİZM ALANINDA ENDÜSTRİ 4.0 VE UYGULAMALARINI KONU ALAN MAKALELERİN BİBLİYOMETRİK ANALİZİ”. Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, no. 54, 2023, pp. 229-55, doi:10.30794/pausbed.1091405.
Vancouver Yılmaz M, Karamustafa K. TURİZM ALANINDA ENDÜSTRİ 4.0 VE UYGULAMALARINI KONU ALAN MAKALELERİN BİBLİYOMETRİK ANALİZİ. PAUSBED. 2023(54):229-55.