Análisis de estructura conceptual con el paquete Bibliometrix en R: Una comunicación científica de educación deportiva (Conceptual structure analysis with Bibliometrix package in R: A scientific communication of sport education)

Autores/as

DOI:

https://doi.org/10.47197/retos.v51.101298

Palabras clave:

bibliometric analysis, conceptual structure, scientific communication, sports education, sports sciences

Resumen

Se han realizado numerosos estudios sobre educación deportiva, algunos de los cuales se publican y difunden a través de revistas científicas. La publicación en revistas científicas forma parte de la comunicación científica. Exige una revisión de las investigaciones existentes para comprender la estructura conceptual de determinados estudios, especialmente en el momento en que se cruzan entre sí, como es el caso de la educación deportiva. En la base de datos, los artículos sobre educación deportiva suelen clasificarse en temas de investigación educativa y/o ciencias del deporte. Este estudio tuvo como objetivo obtener una visión general de las similitudes y diferencias en la estructura conceptual de los estudios de educación deportiva incluidos en la materia de investigación en educación y ciencias del deporte. Se empleó una base de datos de Web of Science utilizando el método bibliométrico. El análisis bibliométrico se realizó con Bibliometric Package, una herramienta incorporada en R. Uno de nuestros hallazgos clave radica en las similitudes y diferencias entre los dos. También exploramos algunas implicaciones en la sección de discusión. Este artículo completó los tipos de literatura existentes con ideas adicionales para que los investigadores y profesionales de la educación deportiva consideren y encuentren futuras direcciones de investigación. Los resultados sugirieron similitudes y diferencias en el mapeo entre los dos temas, incluidos períodos de tiempo, porcentajes de la tasa de crecimiento anual, edades promedio, citas promedio por documento, referencias, palabras clave y colaboración internacional.

Palabras clave: análisis bibliométrico; estructura conceptual; comunicación científica; educación deportiva; ciencias del deporte.

Abstract. Many studies on sports education have been conducted, some of which are published and disseminated through scientific journals. Publication by scientific journals is a part of scientific communication. It demands a review of the existing research to understand the conceptual structure of certain studies, especially the time they intersect with one another, such as sports education. In the database, sport education articles are commonly categorized into the subject of Education & Educational Research and/or Sport Sciences. This study aimed to obtain an overview of the similarities and differences in the conceptual structure of sport education studies included in the subject of Education & Educational Research and Sport Sciences. It employed a database from the Web of Science using the bibliometric method. Bibliometric analysis was performed with Bibliometric Package, a Built-in R tool. One of our key findings lies in the similarities and differences between the two. We also explored some implications in the discussion section. This paper completed the existing kinds of literature with additional insights for researchers and practitioners of sports education to consider and find future research directions. The results suggested similarities and differences in mapping between the two subjects, including timespans, percentages of annual growth rate, average ages, average citations per doc, references, keywords, and international collaboration.

Keywords: bibliometric analysis; conceptual structure; scientific communication; sports education; Sport Sciences.

 

Biografía del autor/a

Hanny Hafiar, Universitas Padjadjaran

 

 

Heru Ryanto Budiana, Universitas Padjadjaran

 

 

Ira Mirawati, Universitas Padjadjaran

 

 

Khairul Hafezad Abdullah, Universiti Teknologi MARA

 

 

Citas

Alcoser, Sandy Dorian Isla, Ana Flávia Backes, Allana Alencar, and Juarez Vieira do Nascimento. 2023. “Modelos de Enseñanza Del Deporte: Un Estudio Bibliométrico (Teaching Models of Sport: A Bibliometric Study).” Retos 50:936–42. doi: 10.47197/retos.v50.97357.

Anderson, Terry, and Julie Shattuck. 2012. “Design-Based Research: A Decade of Progress in Education Research?” Educational Researcher 41(1):16–25. doi: 10.3102/0013189X11428813.

Araújo, Rui, Isabel Mesquita, and Peter A. Hastie. 2014. “Review of the Status of Learning in Research on Sport Education: Future Research and Practice.” Journal of Sports Science and Medicine 13(4):846–58.

Aria, Massimo, and Corrado Cuccurullo. 2017. “Bibliometrix: An R-Tool for Comprehensive Science Mapping Analysis.” Journal of Informetrics 11(4):959–75. doi: 10.1016/j.joi.2017.08.007.

Belfiore, Patrizia, Antonio Ascione, and Davide Di Palma. 2020. “Technology and Sport for Health Promotion: A Bibliometric Analysis.” Journal of Human Sport and Exercise 15(4):932–42. doi: 10.14198/jhse.2020.154.19.

Berk Güngör, Nuri, and Okan Burçak Çelik. 2020. “The Effect of Attitude Towards Sport of Sports Science Faculty Students on Mental Well-Being.” International Journal of Eurasian Education and Culture 5(8):468–93. doi: 10.35826/ijoecc.79.

Boente-Antela, Brais, Raquel Leirós-Rodríguez, and José Luis García-Soidán. 2020. “Compliance with the Recommendations of the World Health Organization on the Practice of Physical Activity in People over 65 Years in Spain.” Journal of Human Sport and Exercise 17(1):1–10. doi: 10.14198/JHSE.2022.171.04.

Bran, Ramona, Laurentiu Tiru, Gabriela Grosseck, Carmen Holotescu, and Laura Malita. 2021. “Learning from Each Other—a Bibliometric Review of Research on Information Disorders.” Sustainability (Switzerland) 13(18). doi: 10.3390/su131810094.

Castelli, Donatella, Paolo Manghi, and Costantino Thanos. 2013. “A Vision towards Scientific Communication Infrastructures: On Bridging the Realms of Research Digital Libraries and Scientific Data Centers.” International Journal on Digital Libraries 13(3–4):155–69. doi: 10.1007/s00799-013-0106-7.

Cobo, M. J., A. G. López-Herrera, E. Herrera-Viedma, and F. Herrera. 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. doi: 10.1002/asi.21525.

Cobo, M. J., A. G. Lõpez-Herrera, E. Herrera-Viedma, and F. Herrera. 2012. “SciMAT: A New Science Mapping Analysis Software Tool.” Journal of the American Society for Information Science and Technology 63(8):1609–30. doi: 10.1002/asi.22688.

Coutts, Aaron J. 2017. “Challenges in Developing Evidence-Based Practice in High-Performance Sport.” International Journal of Sports Physiology and Performance 12(6):717–18. doi: 10.1123/IJSPP.2017-0455.

Debnath, J., and Maj Gen M. D. Venkatesh. 2015. “Writing and Publishing a Scientific Paper: Facts, Myths and Realities.” Medical Journal Armed Forces India 71(2):107–11. doi: 10.1016/j.mjafi.2015.02.009.

Dervis, Hamid. 2019. “Bibliometric Analysis Using Bibliometrix an R Package.” Journal of Scientometric Research 8(3):156–60. doi: 10.5530/JSCIRES.8.3.32.

Díez-Martín, Francisco, Alicia Blanco-González, and Camilo Prado-Román. 2021. “The Intellectual Structure of Organizational Legitimacy Research: A Co-Citation Analysis in Business Journals.” Review of Managerial Science 15(4):1007–43. doi: 10.1007/s11846-020-00380-6.

Ejsmont, Krzysztof, Bartlomiej Gladysz, and Aldona Kluczek. 2020. “Impact of Industry 4.0 on Sustainability-Bibliometric Literature Review.” Sustainability (Switzerland) 12(14). doi: 10.3390/su12145650.

Farley-Ripple, Elizabeth, Henry May, Allison Karpyn, Katherine Tilley, and Kalyn McDonough. 2018. “Rethinking Connections Between Research and Practice in Education: A Conceptual Framework.” Educational Researcher 47(4):235–45. doi: 10.3102/0013189X18761042.

Fullagar, Hugh H. K., Alan McCall, Franco M. Impellizzeri, Terry Favero, and Aaron J. Coutts. 2019. “The Translation of Sport Science Research to the Field: A Current Opinion and Overview on the Perceptions of Practitioners, Researchers and Coaches.” Sports Medicine 49(12):1817–24. doi: 10.1007/s40279-019-01139-0.

Garfield, Eugene. 1972. “Citation Analysis as a Tool in Journal Evaluation.” Science 178(4060):55–64. doi: DOI: 10.1126/science.178.4060.471.

Ghosh, Amartya, and V. K. Satya Prasad. 2021. “Off-Grid Solar Energy Systems Adoption or Usage - A Bibliometric Study Using the Bibliometrix R Tool.” Library Philosophy and Practice (e- Journal) (5673):1–22.

Glänzel, W. 2003. “Bibliometrics as a Research Field.” Techniques 20. doi: 10.1.1.97.5311.

Haff, G. Gregory. 2010. “Sport Science - Roundtable Discussion.” Strength and Conditioning Journal 32(2):33–45.

Hao, Zhuo, Anna M. Rallings, Vicky Espinoza, Pingping Luo, Weili Duan, Qidong Peng, Yang Gao, and Joshua H. Viers. 2021. “Flowing from East to West: A Bibliometric Analysis of Recent Advances in Environmental Flow Science in China.” Ecological Indicators 125(March):107358. doi: 10.1016/j.ecolind.2021.107358.

Harding, Ana Isabel Sospedra, Paloma Escamilla Fajardo, and Sergio Aguado Berenguer. 2021. “Information and Communication Technologies in Physical Education: Bibliometric Analysis.” Retos 42:89–99. doi: 10.47197/RETOS.V42I0.87761.

Harding, Diana, Anissa Lestari Kadiyono, Hanny Hafiar, Titin Nurhayati Ma’mun, Hery Wibowo, Yus Nugraha, and Ahmad Gimmy Prathama Siswadi. 2020. “Readiness of Technology Adaptation towards Digital-Based Entrepreneurship.” International Journal of Entrepreneurship 24(1):1–5.

He, Tianwei, Jinglin Zhang, and Lirong Teng. 2005. “Basic Research in Biochemistry and Molecular Biology in China: A Bibliometric Analysis.” Scientometrics 62(2):249–59. doi: 10.1007/s11192-005-0018-4.

Iyengar, Shanto, and Douglas S. Massey. 2019. “Scientific Communication in a Post-Truth Society.” Proceedings of the National Academy of Sciences of the United States of America 116(16):7656–61. doi: 10.1073/pnas.1805868115.

Jackendoff, Ray. 1989. “What Is a Concept, That a Person May Grasp It?” Mind & Language 4(1–2):68–102. doi: 10.1111/j.1468-0017.1989.tb00243.x.

Jermaina, Nina, Nurlan Kusmaedi, Amung Ma’mun, Vanessa Gaffar, Eko Purnomo, and Eddy Marheni. 2022. “Effects of Relaxation Exercises to Reduce Anxiety in Beginner Athletes.” International Journal of Human Movement and Sports Sciences 10(6):1275–83. doi: 10.13189/saj.2022.100618.

Katchanov, Yurij L., Yulia V. Markova, and Natalia A. Shmatko. 2019. “Comparing the Topological Rank of Journals in Web of Science and Mendeley.” Heliyon 5(7):e02089. doi: 10.1016/j.heliyon.2019.e02089.

Kelly, Jacalyn, Tara Sadeghieh, and Khosrow Adeli. 2014. “Peer Review in Scientific Publications: Benefits, Critiques, & a Survival Guide.” The Journal of the International Federation of Clinical Chemistry and Laboratory Medicine 25(3):227–43.

Khoo, Selina, Payam Ansari, and Tony Morris. 2021. “Sport and Exercise Psychology Research from the Asian and South Pacific Region: A Bibliometric Analysis.” Asian Journal of Sport and Exercise Psychology 1(1):21–29. doi: 10.1016/j.ajsep.2021.03.003.

Ki, Eyun Jung, Yorgo Pasadeos, and Tugce Ertem-Eray. 2019. “Growth of Public Relations Research Networks: A Bibliometric Analysis.” Journal of Public Relations Research 31(1–2):5–31. doi: 10.1080/1062726X.2019.1577739.

Linsner, Annika, Brad Hill, Kirstin Hallmann, and Popi Sotiriadou. 2020. “Developing an Athlete Brand Identity Scale Using Rasch Analysis.” Sport, Business and Management: An International Journal 10(4):431–49. doi: 10.1108/SBM-09-2019-0075.

Lis, Andrzej. 2020. “Sport Management: Bibliometric Study of Key Source Titles in the Research Field.” Journal of Physical Education and Sport 20(4):2423–30. doi: 10.7752/jpes.2020.s4331.

Liu, Zhigao, Yimei Yin, Weidong Liu, and Michael Dunford. 2015. “Visualizing the Intellectual Structure and Evolution of Innovation Systems Research: A Bibliometric Analysis.” Scientometrics 103(1):135–58. doi: 10.1007/s11192-014-1517-y.

Malone, James J., Liam D. Harper, Ben Jones, John Perry, Chris Barnes, and Chris Towlson. 2019. “Perspectives of Applied Collaborative Sport Science Research within Professional Team Sports.” European Journal of Sport Science 19(2):147–55. doi: 10.1080/17461391.2018.1492632.

Marheni, Eddy, Eko Purnomo, Nina Jermaina, Afrizal S., Surya Rezeki Sitompul, I. Kadek Suardika, and Faradifta Tirta Ardita. 2021. “Discipline Levels of Junior Students during Physical Education Lessons at Schools.” International Journal of Human Movement and Sports Sciences 9(4):635–41. doi: 10.13189/saj.2021.090405.

Marta, Rustono Farady, Hanny Hafiar, Yuliyanto Budi Setiawan, Fizzy Andriani, Puji Lestari, Sigit Pamungkas, Lintang Ratri Rahmiaji, Muhammad Alif, Finsensius Yuli Purnama, and Lian Agustina Setyaningsih. 2019. “Author Compliance in Following Open Journal System of Communication Science in Indonesia.” Journal of Physics: Conference Series 1175(1). doi: 10.1088/1742-6596/1175/1/012222.

National Academies of Sciences Engineering and Medicine. 2017. Communicating Science Effectively: A Research Agenda. Washington, DC.

Nuñez, William Niebles, José Ramón Sanabria Navarro, and Yahilina Silveira Pérez. 2023. “Systemic Analysis of the World Context of Sports Management: Significant Contributions of the Retos Review.” Retos 48:481–93. doi: 10.47197/RETOS.V48.96951.

Paraje, Guillermo, Ritu Sadana, and Reijo Salmela. 2009. “Collaboration and ‘Visibility’ of Health Research in the Western Pacific Region.” Asia-Pacific Journal of Public Health 21(2):128–36. doi: 10.1177/1010539509331983.

Peters, H. P. F., and A. F. J. Van Raan. 1991. “Structuring Scientific Activities by Co-Author Analysis: An Expercise on a University Faculty Level.” Scientometrics 20(1):235–55. doi: 10.1007/BF02018157.

Ploesteanu, Constantin, Claudiu Mereuta, Simona Marin, Rodica Tocu, Nicolae Ioana, and Nicoleta Ifrim. 2014. “Sports, Education, Culture-Interdisciplinary Approaches in Scientific Research.” Procedia-Social and Behavioral Sciences 137:1–2. doi: 10.1016/j.sbspro.2014.05.243.

Punchoojit, Lumpapun, and Nuttanont Hongwarittorrn. 2017. “Usability Studies on Mobile User Interface Design Patterns: A Systematic Literature Review.” Advances in Human-Computer Interaction 2017. doi: 10.1155/2017/6787504.

Randour, François, Julien Perrez, and Min Reuchamps. 2020. “Twenty Years of Research on Political Discourse: A Systematic Review and Directions for Future Research.” Discourse and Society 31(4):428–43. doi: 10.1177/0957926520903526.

Rico-González, Markel, José Pino-Ortega, Filipe Manuel Clemente, and Asier Los Arcos. 2022. “Guidelines for Performing Systematic Reviews in Sports Science.” Biology of Sport 39(2):463–71. doi: 10.5114/BIOLSPORT.2022.106386.

Roziqin, Ali, Kismartini, Amaliana Nur Fajrina, Salahudin, and Tri Sulistyaningsih. 2022. “The Development of Indonesian E-Government: A Bibliometric Analysis.” COLLNET Journal of Scientometrics and Information Management 16(1):49–74. doi: 10.1080/09737766.2021.2007036.

Sabbah, Thabit, and Ali Selamat. 2015. “Intelligent Software Methodologies, Tools and Techniques.” Communications in Computer and Information Science 532(September):175–89. doi: 10.1007/978-3-319-22689-7.

Sanabria-Navarro, José Ramón, Yahilina Silveira Pérez, and Manuel de Jesús Cortina–Núñez. 2023. “Análisis Bibliométrico Del Deporte 4.0: Una Realidad Para El Desarrollo de La Cultura Deportiva Contemporánea (Bibliometric Analysis of Sport 4.0: A Reality for the Development of Contemporary Sports Culture).” Retos 48:1086–97. doi: 10.47197/retos.v48.96948.

Shareefa, Mariyam, and Visal Moosa. 2020. “The Most-Cited Educational Research Publications on Differentiated Instruction: A Bibliometric Analysis.” European Journal of Educational Research 9(1):331–49. doi: 10.12973/eu-jer.9.1.331.

Smolina, Svetlana G., Damir M. Khafizov, and Vadim V. Erlikh. 2020. “Bibliometric Analysis of the Publication Activity of Russian Scientific Institutions in Sports Science for 2008-2018.” Journal of Physical Education and Sport 20(2):783–90. doi: 10.7752/jpes.2020.02112.

Sofyan, Davi, Khairul Hafezad Abdullah, Abdullah Yavuz Akinci, and Ejiro Uriri Osiobe. 2022. “Map-Based Communication : A Pivotal Function of Knowledge Information in Sports.” Jurnal Kajian Komunikasi 10(2):133–44. doi: 10.24198/jkk.v10i2.42170.

Sofyan, Davi, Khairul Hafezad Abdullah, and Hanny Hafiar. 2022. “The Philosophy of Sport and Physical Education: Four Decade Publication Trends via Scientometric Evaluation.” Physical Education Theory and Methodology 22(3):437–49. doi: 10.17309/tmfv.2022.3.20.

Sotudeh, H., M. Salesi, F. Didegah, and B. Bazgir. 2012. “Does Scientific Productivity Influence Athletic Performance? An Analysis of Countries’ Performances in Sciences, Sport Sciences and Olympic Games.” International Journal of Information Science and Management 10(2):27–41.

Supriadi, Dandi, Hanny Hafiar, Abdul Manan Safi, and Kholidil Amin. 2023. “Journalism and Public Relations: An Interconnection in Academic Research.” PRofesi Humas 7(2):144. doi: 10.24198/prh.v7i2.42064.

Tang, Lvhua. 2011. “Multimedia Application Research in Sport Education.” Procedia Engineering 15:4246–50. doi: 10.1016/j.proeng.2011.08.796.

Tontodimamma, Alice, Eugenia Nissi, Annalina Sarra, and Lara Fontanella. 2021. “Thirty Years of Research into Hate Speech: Topics of Interest and Their Evolution.” Scientometrics 126(1):157–79. doi: 10.1007/s11192-020-03737-6.

van der Vegt, R. G. 2018. “A Literature Review on the Relationship between Risk Governance and Public Engagement in Relation to Complex Environmental Issues.” Journal of Risk Research 21(11):1–18. doi: 10.1080/13669877.2017.1351466.

Vujković, Petra, Dejan Ravšelj, Lan Umek, and Aleksander Aristovnik. 2022. “Bibliometric Analysis of Smart Public Governance Research: Smart City and Smart Government in Comparative Perspective.” Social Sciences 11(7). doi: 10.3390/socsci11070293.

Završnik, Jernej, Helena Blažun Vošner, Peter Kokol, Rado Pišot, and Marija Javornik Krečič. 2016. “Sport Education and Society: Bibliometric Visualization of Taxonomy.” Journal of Physical Education and Sport 16(4):1278–86. doi: 10.7752/jpes.2016.04203.

Zilincan, Jakub. 2015. “Search Engine Optimization.” CBU International Conference Proceedings 3(1):506–10. doi: 10.12955/cbup.v3.645.

Zupic, Ivan, and Tomaž Čater. 2015. “Bibliometric Methods in Management and Organization.” Organizational Research Methods 18(3):429–72. doi: 10.1177/1094428114562629.

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Publicado

2024-01-01

Cómo citar

Hafiar, H., Budiana, H. R., Mirawati, I., Abdullah, K. H., & Purnomo, E. (2024). Análisis de estructura conceptual con el paquete Bibliometrix en R: Una comunicación científica de educación deportiva (Conceptual structure analysis with Bibliometrix package in R: A scientific communication of sport education). Retos, 51, 1245–1254. https://doi.org/10.47197/retos.v51.101298

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Artículos de carácter científico: trabajos de investigaciones básicas y/o aplicadas

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