Global Mapping Analysis of Maxillofacial Trauma Literature From 1980-2022

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  • Yunus Balel Department of Oral and Maxillofacial Surgery, Faculty of Dentistry, Tokat Gaziosmanpaşa University, Tokat, Turkey and T.R. Ministry of Health, Sivas Oral and Dental Health Hospital, Sivas, Turkey



Maxillofacial trauma, Mapping analysis, Bibliometric analysis


Objective: The study is aimed to make a comprehensive bibliometric analysis of the literature in the field of maxillofacial trauma (MFT), to determine the focal points and to present the results in a simplified manner by using various mapping methods. In addition, it is aimed to determine the important articles that constitute the main backbone of the MFT literature with objective methods and to provide a source for education and new studies in this field.

Methods: The publications related to maxillofacial traumas between 1980-2022 using the search terms "injury, trauma, fracture, facial, mandible, mandibular, nasal, midface, orbit, ocular, maxilla, maxillary" were obtained from the Web of Science Core Collection database. Nodes and connections were created using CiteSpace software to create the maps used in the visualization. Cooperation between countries, distribution of topics, co-citation, co-citation clustering analysis were applied.

Results: There were 8850 publications and 78216 references. The MFT literature was divided into a total of 16 clusters. The most published topic was about mandible fractures. While there was a very strong correlation between the country's gross national product and the number of publications (R=0.886), there was a moderate correlation between the country's population and the number of publications (R=0.403).

Conclusion: In the presented study, the forty-years history of the MFT literature was evaluated with bibliometric analysis methods; the most influential publications, the topics in which the literature is divided and hot spots were determined.


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Haug RH, Prather J, Indresano AT (1990) An epidemiologic survey of facial fractures and concomitant injuries. J oral Maxillofac Surg Off J Am Assoc Oral Maxillofac Surg 48(9):926–932.

Hardt N, Kuttenberger J (2010) Surgical Strategy for Complex Craniofacial Fractures BT - Craniofacial Trauma: Diagnosis and Management. In: Hardt N, Kuttenberger J (eds). Springer Berlin Heidelberg, Berlin, Heidelberg, pp 205–238

Balel Y, Tümer MK (2021) A Bibliometric Analysis of International Publication Trends in Total Temporomandibular Joint Replacement Research (1986–2020). J Oral Maxillofac Surg 79(7):1458.e1-1458.e12.

Balel Y (2021) A bibliometric analysis of international publication trends in impacted third molar surgery research (2000–2020). Br J Oral Maxillofac Surg.

Bahşi İ, Adanır SS, Kervancıoğlu P, et al (2021) Bibliometric Analysis of Turkey’s Research Activity in the Anatomy and Morphology Category from the Web of Science Database. Eur J Ther 27(4):268–280.

Tahim A, Patel K, Bridle C, Holmes S (2016) The 100 Most Cited Articles in Facial Trauma: A Bibliometric Analysis. J oral Maxillofac Surg Off J Am Assoc Oral Maxillofac Surg 74(11):2240.e1-2240.e14.

Tekin AM, Bahşi I (2021) Global Research on Maxillofacial Fracture Over the Last 40 Years: A Bibliometric Study. J Craniofac Surg 32(6):e568-e572.

Bulut E, Dokur M, Basar E (2023) The Top 100 Cited Articles on Ocular Trauma: A Bibliometric Analysis. Eur J Ther 26(4):322–331.

Grillo R, Al-Moraissi E, Balel Y, et al (2022) Oral and maxillofacial literature from Middle East: a bibliometric analysis and list of top-100 most cited articles. J Stomatol Oral Maxillofac Surg.

Hicks D, Wouters P, Waltman L, et al (2015) Bibliometrics: The Leiden Manifesto for research metrics. Nature 520(7548):429–431.

Mansour-Robaey S, Clarke DB, Wang YC, et al (1994) Effects of ocular injury and administration of brain-derived neurotrophic factor on survival and regrowth of axotomized retinal ganglion cells. Proc Natl Acad Sci USA 91(5):1632–1636.

Champy M, Loddé JP, Schmitt R, et al (1978) Mandibular osteosynthesis by miniature screwed plates via a buccal approach. J Maxillofac Surg 6(1):14–21.

Rowe NL (1968) Fractures of the facial skeleton in children. J Oral Surg 26(8):505–515

Einy S, Goldman S, Radomislensky I, et al (2021) Maxillofacial trauma following road accidents—An 11-year multi-center study in Israel. Dent Traumatol 37(3):407–413.

Rousseeuw PJ (1987) Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. J Comput Appl Math 20:53–65

Chen C, Ibekwe-SanJuan F, Hou J (2010) The structure and dynamics of cocitation clusters: A multiple-perspective cocitation analysis. J Am Soc Inf Sci Technol 61(7):1386–1409.

Al-Moraissi EA, Ellis E (2014) What method for management of unilateral mandibular angle fractures has the lowest rate of postoperative complications? a systematic review and meta-analysis. J Oral Maxillofac Surg 72(11):2197–2211.

Chrcanovic BR, Abreu MHNG, Freire-Maia B, Souza LN (2010) Facial fractures in children and adolescents: a retrospective study of 3 years in a hospital in Belo Horizonte, Brazil. Dent Traumatol Off Publ Int Assoc Dent Traumatol 26(3):262–270.

Al-Moraissi EA, Ellis E (2015) Surgical treatment of adult mandibular condylar fractures provides better outcomes than closed treatment: A systematic review and meta-analysis. J Oral Maxillofac Surg 73(3):482–493.

Shu DY, Lovicu FJ (2017) Myofibroblast transdifferentiation: The dark force in ocular wound healing and fibrosis. Prog Retin Eye Res 60:44–65.

Hermsen V (1984) Vitrectomy in severe ocular trauma. Ophthalmol J Int d’ophtalmologie Int J Ophthalmol Zeitschrift fur Augenheilkd 189(1):86–92.

Cawood JI (1985) Small plate osteosynthesis of mandibular fractures. Br J Oral Maxillofac Surg 23(2):77–91.

Ellis E 3rd, Moos KF, el-Attar A (1985) Ten years of mandibular fractures: an analysis of 2,137 cases. Oral Surg Oral Med Oral Pathol 59(1):120–129.

Afrooz PN, Bykowski MR, James IB, et al (2015) The Epidemiology of Mandibular Fractures in the United States, Part 1: A Review of 13,142 Cases from the US National Trauma Data Bank. J Oral Maxillofac Surg 73(12):2361–2366.

Kuhn F, Morris R, Witherspoon CD, et al (1996) A standardized classification of ocular trauma. Ophthalmology 103(2):240–243.

Gassner R, Tuli T, Hächl O, et al (2003) Cranio-maxillofacial trauma: a 10 year review of 9,543 cases with 21,067 injuries. J cranio-maxillo-facial Surg Off Publ Eur Assoc Cranio-Maxillo-Facial Surg 31(1):51–61.

Dodson TB, Perrott DH, Kaban LB, Gordon NC (1990) Fixation of mandibular fractures: A comparative analysis of rigid internal fixation and standard fixation techniques. J Oral Maxillofac Surg 48(4):362–366.

Négrel AD, Thylefors B (1998) The global impact of eye injuries. Ophthalmic Epidemiol 5(3):143–169.

Zide MF, Kent JN (1983) Indications for open reduction of mandibular condyle fractures. J oral Maxillofac Surg Off J Am Assoc Oral Maxillofac Surg 41(2):89–98.

Michelet FX, Deymes J, Dessus B (1973) Osteosynthesis with miniaturized screwed plates in maxillo-facial surgery. J Maxillofac Surg 1:79–84.

Ellis E, Dean J (1993) Rigid fixation of mandibular condyle fractures. Oral Surgery, Oral Med Oral Pathol 76(1):6–15.

De Juan EJ, Sternberg PJ, Michels RG (1983) Penetrating ocular injuries. Types of injuries and visual results. Ophthalmology 90(11):1318–1322.

Boffano P, Roccia F, Zavattero E, et al (2015) European Maxillofacial Trauma (EURMAT) project: A multicentre and prospective study. J Cranio-Maxillofacial Surg 43(1):62–70.

Zachariades N, Mezitis M, Mourouzis C, et al (2006) Fractures of the mandibular condyle: a review of 466 cases. Literature review, reflections on treatment and proposals. J cranio-maxillo-facial Surg Off Publ Eur Assoc Cranio-Maxillo-Facial Surg 34(7):421–432.

Ellis Iii E (1999) Treatment methods for fractures of the mandibular angle. Int J Oral Maxillofac Surg 28(4):243–252.

Worsaae N, Thorn JJ (1994) Surgical versus nonsurgical treatment of unilateral dislocated low subcondylar fractures: A clinical study of 52 cases. J Oral Maxillofac Surg 52(4):353–360.

Eckelt U, Schneider M, Erasmus F, et al (2006) Open versus closed treatment of fractures of the mandibular condylar process–a prospective randomized multi-centre study. J Cranio-Maxillofacial Surg 34(5):306–314.

Morecraft RJ, Louie JL, Herrick JL, Stilwell-Morecraft KS (2001) Cortical innervation of the facial nucleus in the non-human primate: a new interpretation of the effects of stroke and related subtotal brain trauma on the muscles of facial expression. Brain 124(1):176–208.

Kuhn F, Maisiak R, Mann L, et al (2002) The Ocular Trauma Score (OTS). Ophthalmol Clin North Am 15(2):163–5, vi.

Posnick JC, Wells M, Pron GE (1993) Pediatric facial farctures: Evolving patterns of treatment. J Oral Maxillofac Surg 51(8):836–844.

Posnick JC, Wells M, Pron GE (1993) Pediatric facial fractures: evolving patterns of treatment. J oral Maxillofac Surg Off J Am Assoc Oral Maxillofac Surg 51(8):835–836.

Chrcanovic BR (2014) Fixation of mandibular angle fractures: clinical studies. Oral Maxillofac Surg 18(3):123–152.

Al-Moraissi EA, Louvrier A, Colletti G, et al (2018) Does the surgical approach for treating mandibular condylar fractures affect the rate of seventh cranial nerve injuries? A systematic review and meta-analysis based on a new classification for surgical approaches. J Cranio-Maxillofacial Surg 46(3):398–412.

Zimmermann CE, Troulis MJ, Kaban LB (2005) Pediatric facial fractures: recent advances in prevention, diagnosis and management. Int J Oral Maxillofac Surg 34(8):823–833.

Dorman A, O’Hagan S, Gole G (2020) Epidemiology of severe ocular trauma following the implementation of alcohol restrictions in Far North Queensland. Clin Experiment Ophthalmol 48(7):879–888.

Gentry LR, Manor WF, Turski PA, Strother CM (1983) High-resolution CT analysis of facial struts in trauma: 2. Osseous and soft-tissue complications. AJR Am J Roentgenol 140(3):533–541.

Batbayar E-O, Dijkstra PU, Bos RRM, van Minnen B (2019) Complications of locking and non-locking plate systems in mandibular fractures. Int J Oral Maxillofac Surg 48(9):1213–1226.

Nogami S, Yamauchi K, Bottini GB, et al (2018) Do Mandibular Third Molars Play a Role in Fractures of the Mandibular Angle and Condyle? J Craniofac Surg 29(7):e713–e717.

Hammerschlag SB, Hughes S, O’Reilly G V, Weber AL (1982) Another look at blow-out fractures of the orbit. AJR Am J Roentgenol 139(1):133–137.

Lehto KS, Sulander PO, Tervo TMT (2003) Do motor vehicle airbags increase risk of ocular injuries in adults? Ophthalmology 110(6):1082–1088.

Raveh J, Vuillemin T (1988) The surgical one-stage management of combined cranio-maxillo-facial and frontobasal fractures. Advantages of the subcranial approach in 374 cases. J cranio-maxillo-facial Surg Off Publ Eur Assoc Cranio-Maxillo-Facial Surg 16(4):160–172.

Hackl W, Hausberger K, Sailer R, et al (2001) Prevalence of cervical spine injuries in patients with facial trauma. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 92(4):370–376.

Pepper L, Zide MF (1985) Mandibular condyle fracture and dislocation into the middle cranial fossa. Int J Oral Surg 14(3):278–283.

Kreipke DL, Moss JJ, Franco JM, et al (1984) Computed tomography and thin-section tomography in facial trauma. AJR Am J Roentgenol 142(5):1041–1045.




How to Cite

Balel, Y. (2023). Global Mapping Analysis of Maxillofacial Trauma Literature From 1980-2022. European Journal of Therapeutics, 445–457.



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