The 50 most-cited articles on temporomandibular disorders: A bibliometric analysis

Abstract

BACKGROUND:

Temporomandibular disorders (TMD) are musculoskeletal conditions involving masticatory muscles and temporomandibular joints. Bibliometric analysis has been introduced as a new method for collecting and analyzing information on scientific articles.

OBJECTIVE:

The aim of this study was to identify the 50 most cited articles on TMD, performing a bibliometric analysis of the identified papers to favor research and clinical practice.

METHODS:

On December 17, 2021 a systematic research was performed to find all papers on TMD published in the literature. The Incites Journal Citation Reports dataset and Scopus database was used to obtain bibliometric indexes of the authors and metrics data of the journals, including Impact Factor, Eigenfactor Score, and Normalized Eigenfactor. VOSviewer was used to visualize the keyword mapping networking, with the nodes standing for keywords and the edges for keyword relationships.

RESULTS:

Out of 24372 papers obtained by the search strategy, the 50 most cited articles on TMD were analyzed. The paper with the highest number of citations ( $n=$ 3020) was on TMD research diagnostic criteria. Rate of citations per year collected by the 50 most cited articles on TMD has been increasing over time (from 627 in 2006 to 1483 in 2021). Most of them were cross-sectional studies ( $n=$ 20; 40.0%) and narrative reviews ( $n=$ 14; 28.0%).

CONCLUSION:

This bibliometric study showed an increasing number of citations for articles on TMD, testifying a high interest in the last years. Starting from this analysis, future studies might provide high-quality evidence on TMD management.

Keywords

Temporomandibular disorders temporomandibular joint disorders bibliometric analysis rehabilitation pain

1. Introduction

Temporomandibular disorders (TMD) are defined as a set of musculoskeletal and neuromuscular conditions involving masticatory muscles, temporomandibular joints (TMJ), and associated structures [1]. The Research Diagnostic Criteria for TMD (RDC/TMD) introduced by Dworkin and LeResche in 1992 [2] have been considered the most widely used diagnostic tools during the last two decades. In 2014, the Diagnostic Criteria for Temporomandibular Disorders (DC/TMD) [3] were developed from RDC/TMD and have been shown to provide excellent reliability and validity [4, 5]. DC/TMD have two assessment components. Axis I allows to classify TMD into three groups: Group I, muscular disorders (Ia myofascial pain; Ib myofascial pain with mouth opening limitation); Group II, disc displacement (IIa disc displacement with reduction, IIb disc displacement without reduction with limited opening, IIc disc displacement without reduction without limited opening); and Group III arthralgia (IIIa), arthritis (IIIb), and arthrosis (IIIc) [3]. Axis II evaluates the pain-related disability, relevant behavioral, psychological status, and psychosocial functioning (e.g., anxiety and depression and somatization) [3]. TMD had a multifactorial etiology with several risk factors recently identified, including parafunctional habits (e.g., bruxism grinding and clenching), clenching of teeth, grinding, anatomical factors, trauma or hypermobility of the joints, cervical posture, and psychosocial issues, (e.g., anxiety and depressive syndrome) [6, 7, 8, 9, 10, 11, 12, 13]. In light of the several etiological causes, diagnosis of TMD is still challenging and clinical examination should play a pivotal role, while imaging assessment should be reserved for selected cases [14].

More specifically, studies on TMD patients [15, 16] reported an overall prevalence of 45.3% for group I muscle disorder diagnoses, 41.1% for group II disc displacements, and 30.1% for group III joint disorders, whereas studies on general populations reported an overall 9.7% prevalence for group I, 11.4% for group IIa, and 2.6% for group IIIa. TMD affects primarily young and middle-aged adults, rather than children or the elderly, and according to The Orofacial Pain: Prospective Evaluation and Risk Assessment (OPPERA) study, only the chronic form of TMD predominantly affected women, whereas the acute form had equal prevalence between the sexes [17, 18].

Pain is the most common clinical manifestation of TMD, followed by irregular and limited jaw motion, that could lead to discomfort or difficulty in performing daily activities such as chewing, talking, swallowing, yawning, with a significantly reduced health-related quality of life (HRQoL) [19, 20]. TMD could cause limitations in basic activities of daily living (ADLs) and have severe family and socio-occupational repercussions owing to its effects on mental wellbeing, HRQoL, and limiting workplace performance [21].

Thus, the management goals in TMD are to decrease joint pain, swelling, and reflex masticatory muscle spasm/pain, to increase joint function, and prevent further joint damage [22]. The main treatments for pain relief in TMD could include occlusal splints, extracorporeal shock wave therapy, laser therapy, transcutaneous electrical nerve stimulation, rehabilitation exercises, and oxygen-ozone therapy [23, 24, 25, 26, 27].

In recent years, bibliometric analysis has been introduced as a new method for retrieving, collecting, and analyzing any measurable information about published scientific articles [28]. Bibliometric analysis is an emerging research design highlighting the most common topics the researchers focused on, filling the gap of knowledge about current trends in literature, and emphasizing the most expanding novelty in a specific field [28].

Citations are the most common way to quantify the impact and, in some cases, the quality of a publication in a particular field; they also reveal a link between authors, groups of researchers, study topics, or countries [28]. More specifically, bibliometric analysis could provide a metric in the larger examination of overall quality and remains a useful tool to assess the scientific journals, although self-citation could bias the number of times an article is cited [29, 30, 31]. Furthermore, the establishment of a citation ranking list identifies published works that can potentially influence trends in clinical practice and future research [32]. In addition, the use of visualized analyses to map bibliometric networks, often referred to as science mapping, can provide an intuitive yet comprehensive overview of a large dataset [33].

Bibliometric analysis has been widely used in several fields of rehabilitation and dentistry [34, 35, 36, 37, 38], but to the best of our knowledge, there is a lack of bibliometric studies on the TMD in the scientific literature. Therefore this study aimed to perform a bibliometric analysis of the 50 most cited papers on TMD to obtain a representation, which will favor future clinical studies to uncover gaps in the existing evidence.

2. Materials and methods

The study was designed to answer the following research question: “What are the most cited articles on temporomandibular joint disorders?”

On December 17, 2021 three authors independently conducted a computerized database search to find all published papers about TMD. The Scopus database was used to identify all potentially relevant studies regardless of the year, type of publication, or language because of its ability to provide a systematic citation search across multiple repositories.

The following search query was adopted for the search: (“temporomandibular” OR “temporomandibular joint” OR “TMJ”) AND (disorder* OR disease*). Titles and abstracts were independently screened by two authors to assess the eligibility of the studies. Any disagreement was resolved through discussion or, if necessary, consultation with a third reviewer. The articles not directly relevant to TMD and those written in a language different than English were excluded.

Then, two reviewers independently collected data from the included studies using a customized data extraction on a Microsoft Excel sheet, entering the full records of the retrieved publications [39, 40, 41].

The articles were listed among the remaining texts, which were sorted in descending order based on their total number of citations. In accordance with previous studies, the first 50 manuscripts were considered in the present bibliometric analysis.

2.1 Bibliometric analysis

Data extracted for each article, by two researchers were three sets of parameters: (1) article-based parameters (title, authors, journal, publication year, study design, total citations); (2) journal-based parameters (2020 Journal Impact Factor – JIF – (if available), quartile of the Category “Dentistry, Oral Surgery & Medicine” (if available), Eigenfactor Score, Normalized Eigenfactor, Article influence score, 5-year Journal Impact Factor (5-JIF), Immediacy Index, number of manuscripts among the 50 most cited articles on TMD, citations of the papers among the 50 most cited articles on TMD); and (3) author-based parameters (name, affiliation, country, h-index, number of articles and position in the 50 most cited articles on TMD, citations of the papers included in the 50 most cited articles on TMD).

All these metrics were identified using two databases: Incites Journal Citation Reports and Scopus. The latter was used to obtain information on the author’s affiliations, country of origin, and h-index. To produce normalized data, the most productive universities were identified using author-level fractional counting, in which the total citations and number of publications in the top 50 were evenly distributed among the number of their authors.

2.2 Visualized analysis

Based on bibliographic data, keywords were automatically extracted from the dataset and used to build a co-occurrence network. Full counting was used to count keywords, which meant that each co-occurrence link had the same weight. Two authors manually inspected and revised all terms to create a custom thesaurus to avoid redundancy. The requested minimum number of keyword occurrences was set to 4 to include keywords in the analysis dataset. As a result, each keyword was tabled alongside its occurrences and total link strength. Keyword mapping was performed through the VOSviewer. The generated networks are made up of nodes standing for keywords, while keyword relationships were represented by edges.

To visualize the network, a distance-based approach was chosen; the distance between two nodes would roughly indicate the nodes’ relatedness. Keywords that were similar were grouped together in clusters. The level of detail in the clustering process is determined by the cluster resolution. The higher the value, the more keyword subgroups will be created. Small clusters were merged into larger clusters when the cluster resolution was set to 1.0.

Figure 1.

The total number of citations per year (2006–2021).

3. Results

Out of 24372 papers obtained by the search strategy, the list of the top 50 most cited articles [2, 9, 16, 17, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87] was created according to the Scopus database. No studies were excluded due to language restrictions. The oldest article selected was published in 1971 and the most recent one in 2014. The 50 most cited articles are described in Table 1 and listed in descending order according to the total number of citations received. The highest number of citations received by the most cited paper [2] was 3020, whereas the lowest number of citations collected by the 50 ${}^{\text{th}}$ cited paper [87] was 203. The total number of citations of the 50 most cited articles on TMD was 20031.

As shown in Fig. 1, the rate of citations per year collected by the 50 most cited articles on TMD has been increasing over time (from 627 citations in 2006 to 1483 citations in 2021).

The most cited paper on TMD was published by Dworkin & LeResche on the Journal of Craniomandibular Disorders in 1992, with the title “Research diagnostic criteria for temporomandibular disorders: review, criteria, examinations and specifications, critique” [2], collecting 3020 citations. It is followed by another article by Dworkin et al. published in the same year 1992 entitled “Grading the severity of chronic pain”, that collected 2052 citations. Concerning the study design, it was noted that most papers were cross-sectional studies ( $n=$ 20; 40.0%) [44, 45, 48, 51, 53, 55, 56, 62, 65, 67, 70, 71, 76, 77, 78, 79, 81, 82, 83, 85] and narrative reviews ( $n=$ 14; 28.0%) [19, 47, 50, 52, 57, 60, 63, 68, 69, 73, 75, 80, 86, 87]. The other articles were: 7 (14.0%) prospective studies [42, 49, 54, 59, 64, 72, 84], 3 (6.0%) retrospective studies [46, 58, 61], 3 (6.0%) systematic reviews [9, 18, 66], 2 guidelines on the research diagnostic criteria [2, 43] and 1 article involved animals [74].

Concerning the study objective of the 50 most cited papers on TMD, diagnosis was assessed in 9 studies [2, 16, 42, 43, 47, 48, 52, 56, 81], prevalence in 16 studies [16, 17, 44, 45, 50, 52, 72, 77, 78, 79, 81, 82, 83, 84, 85, 87], pathophysiology in 8 studies [53, 54, 68, 69, 73, 74, 76, 86], etiology in 5 studies [47, 51, 52, 55, 63], risk factors in 14 studies [9, 17, 44, 51, 55, 57, 59, 60, 61, 62, 64, 65, 67, 70], clinical presentation in 7 studies [45, 46, 52, 53, 54, 59, 69], and treatment in 8 studies [47, 49, 52, 58, 66, 75, 80, 84]. Further details are depicted in Table 1.

The 50 most cited papers on TMD were published in 20 different scientific Journals, as shown by Table 2. The scientific Journal with the highest number of citations ( $n=$ 4728; 23.6% of all) was Pain. This journal also had the highest number of manuscripts among the list of the 50 most cited papers on TMD ( $n=$ 11). It is interesting to note that the Journal of Craniomandibular Disorders has the second highest number of citations ( $n=$ 3020 accounting for 15.1% of all citations) of the 50 most cited papers on TMD, coming from a single article published in 1992: “Research diagnostic criteria for temporomandibular disorders: review, criteria, examinations and specifications, critique” [2] that is the most cited article. Moreover, as depicted in Table 2, concerning the scientificjournals that published the 50 most cited articles on TMD, the 2020 JIF ranged from 91.253 (New England Journal of Medicine) to 1.895 (Journal of Oral and Maxillofacial Surgery), whereas the 5-JIF ranged from 89.676 (New England Journal of Medicine) to 2.123 (Journal of Oral and Facial Pain and Headache). Out of the 20 scientific Journals publishing the 50 most cited papers on TMD, it was observed that only 10 (50.0%) were in the Category “Dentistry, Oral Surgery & Medicine”, according to the Incites Journal Citation Reports dataset. Further details are described in Table 2.

Out of 142 authors contributing to the 50 most cited articles on TMD, the main characteristics of the 10 authors with the highest number of citations are analyzed in Table 3. More specifically, their h-index ranged from 27 to 123 (mean: 56.4 $\pm$ 28.53). Concerning the 50 most cited articles on TMD, Dworkin Samuel Franking was author of the highest number of papers ( $n=$ 9) with the highest total number of citations ( $n=$ 8462). Out of the 10 authors with the highest number of citations on the 50 most cited papers on TMD, 8 (80.0%) were from the USA, 1 (10.0%) from Netherlands, and 1 (10.0%) from Sweden. Further details are depicted in Table 3.

Table 1
The 50 most cited articles on temporomandibular disorders

Ranking	Title	Authors	Journal	Year of publication	Study design	Citations	Study objective
1	Research diagnostic criteria for temporomandibular disorders: review, criteria, examinations and specifications, critique [2]	Dworkin SF LeResche LA	Journal of Craniomandibular Disorders	1992	Guidelines	3020	Diagnosis
2	Grading the severity of chronic pain [42]	Von Korff M Ormel J Keefe FJ Dworkin SF	Pain	1992	Prospective study	2052	Diagnosis
3	Diagnostic Criteria for Temporomandibular Disorders (DC/TMD) for clinical and research applications: Recommendations of the international RDC/TMD consortium network and orofacial pain special interest group [43]	Schiffman E Ohrbach R Truelove E Look J Anderson G Goulet JP List T Svensson P Gonzalez Y Lobbezoo F Michelotti A Brooks SL Ceusters W Drangsholt M Ettlin D Gaul C Goldberg LJ Haythornthwaite JA Hollender L Jensen R John MT De Laat A de Leeuw R Maixner W van der Meulen M Murray GM Nixdorf DR Palla S Petersson A Pionchon P Smith B Visscher CM Zakrzewska J Dworkin SF	Journal of Oral and Facial Pain and Headache	2014	Guidelines	1447	Diagnosis
4	Epidemiology of temporomandibular disorders: Implications for the investigation of etiologic factors [17]	LeResche LA	Critical Reviews in Oral Biology and Medicine	1997	Narrative review	650	Prevalence, risk factors

Table 1, continued
Ranking	Title	Authors	Journal	Year of publication	Study design	Citations	Study objective
5	Epidemiology of signs and symptoms in temporomandibular disorders: clinical signs in cases and controls [44]	Dworkin SF Huggins KH LeResche L Von Korff M Howard J Truelove E Sommers E	Journal of the American Dental Association	1990	Cross-sectional study	643	Prevalence, risk factors
6	Overlapping conditions among patients with chronic fatigue syndrome, fibromyalgia, and temporomandibular disorder [45]	Aaron LA Burke MM Buchwald D	Archives of Internal Medicine	2000	Cross-sectional study	455	Prevalence, clinical presentation
7	Internal Derangements of the Temporomandibular Joint: Pathological Variations [46]	Wilkes CH	Archives of Otolaryngology-Head and Neck Surgery	1989		407	Clinical presentation
8	Degenerative disorders of the Temporomandibular joint: etiology, diagnosis, and treatment [47]	Tanaka E Detamore MS Mercuri LG	Journal of Dental Research	2008	Narrative review	403	Etiology, diagnosis, treatment
9	Research diagnostic criteria for temporomandibular disorders (RDC/TMD): development of image analysis criteria and examiner reliability for image analysis [48]	Ahmad M Hollender L Anderson Q Kartha K Ohrbach R Truelove E John MT Schiffman EL	Oral Surgery, Oral Medicine, Oral Pathology, Oral Radiology and Endodontology	2009	Cross-sectional study	372	Diagnosis
10	Temporomandibular joint arthrocentesis: A simplified treatment for severe, limited mouth opening [49]	Nitzan DW Dolwick MF Martinez GA	Journal of Oral and Maxillofacial Surgery	1991	Prospective study	352	Treatment
11	Gender Differences in Pain [50]	Dao TT LeResche L	Journal of Orofacial Pain	2000	Narrative review	351	Prevalence
12	The temporomandibular joint: A morphologic study on a human autopsy material [51]	Oberg T Carlsson GE Fajers CM	Acta Odontologica Scandinavica	1971	Cross-sectional study	333	Etiology, risk factors
13	Temporomandibular disorders [52]	Scrivani SJ Keith DA Kaban LB	New England Journal of Medicine	2008	Narrative review	332	Prevalence, etiology, diagnosis, clinical presentation, treatment
14	Research diagnostic criteria for temporomandibular disorders: A systematic review of axis I epidemiologic findings [16]	Manfredini D Guarda-Nardini L Winocur E Piccotti F Ahlberg J Lobbezoo F	Oral Surgery, Oral Medicine, Oral Pathology, Oral Radiology and Endodontology	2011	Systematic review	346	Prevalence, diagnosis

Table 1, continued
Ranking	Title	Authors	Journal	Year of publication	Study design	Citations	Study objective
15	Sensitivity of patients with painful temporomandibular disorders to experimentally evoked pain [53]	Maixner W Fillingim RB Booker D Sigurdsson A	Pain	1995	Cross-sectional study	316	Clinical presentation, pathophysiology
16	Sensitivity of patients with painful temporomandibular disorders to experimentally evoked pain: Evidence for altered temporal summation of pain [54]	Maixner W Fillingim RB Sigurdsson A Kincaid S Silva S	Pain	1998	Prospective study	352	Clinical presentation, pathophysiology
17	A Multiple Logistic Regression Analysis of the Risk and Relative Odds of Temporomandibular Disorders as a Function of Common Occlusal Features [55]	Pullinger AG Seligman DA Gornbein JA	Journal of Dental Research	1993	Cross-sectional study	303	Risk factors, etiology
18	Temporomandibular joint: Diagnostic accuracy with sagittal and coronal MR imaging [56]	Tasaki MM Westesson PL	Radiology	1993	Cross-sectional study	290	Diagnosis
19	Idiopathic pain disorders – Pathways of vulnerability [57]	Diatchenko L Nackley AG Slade GD Fillingim RB Maixner W	Pain	2006	Narrative review	288	Risk factors
20	A protocol for management of temporomandibular joint ankylosis [58]	Kaban LB Perrott DH Fisher K	Journal of Oral and Maxillofacial Surgery	1990	Retrospective study	285	Treatment
21	Changes in temporomandibular pain and other symptoms across the menstrual cycle [59]	LeResche L Mancl L Sherman JJ Gandara B Dworkin SF	Pain	2003	Prospective study	284	Risk factors, clinical presentation
22	Occlusion, orthodontic treatment, and temporomandibular disorders: A review [60]	McNamara JA Jr Seligman DA Okeson JP	Journal of Oral and Facial Pain and Headache	1995	Narrative review	273	Risk factors
23	Use of exogenous hormones and risk of temporomandibular disorder pain [61]	LeResche L Saunders K Von Korff MR Barlow W Dworkin SF	Pain	1997	Retrospective study	272	Risk factors
24	Classification and prevalence of temporomandibular joint disk displacement in patients and symptom-free volunteers [62]	Tasaki MM Westesson PL Isberg AM Ren YF Tallents RH	American Journal of Orthodontics and Dentofacial Orthopedics	1996	Cross-sectional study	266	Risk factors

Table 1, continued
Ranking	Title	Authors	Journal	Year of publication	Study design	Citations	Study objective
25	Review of aetiological concepts of temporomandibular pain disorders: Towards a biopsychosocial model for integration of physical disorder factors with psychological and psychosocial illness impact factors [63]	Suvinen TI Reade PC Kemppainen P Könönen M Dworkin SF	European Journal of Pain	2005	Narrative review	263	Etiology
26	First onset of common pain symptoms: a prospective study of depression as a risk factor [64]	Von Korff M Resche LL Dworkin SF	Pain	1993	Prospective study	261	Risk factors
27	Risk factors for diagnostic subgroups of painful Temporomandibular Disorders (TMD) [65]	Huang GJ LeResche L Critchlow CW Martin MD Drangsholt MT	Journal of Dental Research	2002	Cross-sectional study	259	Risk factors
28	Ultrasound therapy for musculoskeletal disorders: A systematic review [66]	van der Windt DAWM van der Heijden GJMG van den Berg SGM Ter Riet G de Winter AF Bouter LM	Pain	1999	Systematic review	256	Treatment
29	Anatomic disorders of the temporomandibular joint disc in asymptomatic subjects [67]	Katzberg RW Westesson PL Tallents RH Drake CM	Journal of Oral and Maxillofacial Surgery	1996	Cross-sectional study	249	Risk factors
30	Modulation of pain by estrogens [68]	Craft RM	Pain	2007	Narrative review	247	Pathophysiology
30	Craniofacial Muscle Pain: Review of Mechanisms and Clinical Presentations [69]	Svensson P Graven-Nielsen T	Journal of Orofacial Pain	2001	Narrative review	247	Pathophysiology, clinical presentation
32	Relationship between bruxism and temporomandibular disorders: A systematic review of literature from 1998 to 2008 [9]	Manfredini D Lobbezoo F	Oral Surgery, Oral Medicine, Oral Pathology, Oral Radiology and Endodontology	2012	Systematic review	244	Risk factors
32	Magnetic resonance imaging of the TMJ disc in asymptomatic volunteers [70]	Kircos LT Ortendahl DA Mark AS Arakawa M	Journal of Orofacial Pain	1987	Cross-sectional study	244	Risk factors
32	Inferior joint space arthrography and characteristics of condylar paths in internal derangements of the TMJ [71]	Farrar WB McCarty WL Jr	The Journal of Prosthetic Dentistry	1979	Cross-sectional study	244	Etiology
35	A Longitudinal Epidemiologic Study of Signs and Symptoms of Temporomandibular Disorders from 15 to 35 Years of Age [72]	Magnusson T Egermark I Carlsson GE	Journal of Orofacial Pain	2000	Prospective study	240	Prevalence
36	Progressive mandibular retrusion-idiopathic condylar resorption. Part I [73]	Arnett GW Milam SB Gottesman L	American Journal of Orthodontics and Dentofacial Orthopedics	1996	Narrative review	239	Pathophysiology

Table 1, continued
Ranking	Title	Authors	Journal	Year of publication	Study design	Citations	Study objective
37	Catechol-O-methyltransferase inhibition increases pain sensitivity through activation of both $\beta$ 2- and $\beta$ 3-adrenergic receptors [74]	Nackley AG Tan KS Fecho K Flood P Diatchenko L Maixner W	Pain	2007	Animal study	226	Pathophysiology
38	Management of temporomandibular disorders: Concepts and controversies [75]	McNeill C	The Journal of Prosthetic Dentistry	1997	Narrative review	222	Treatment
39	Deficiency in endogenous modulation of prolonged heat pain in patients with Irritable Bowel Syndrome and Temporomandibular Disorder [76]	King CD Wong F Currie T Mauderli AP Fillingim RB Riley JL 3rd	Pain	2009	Cross-sectional study	220	Pathophysiology
39	Prevalence of temporomandibular disorder subtypes, psychologic distress, and psychosocial dysfunction in Asian patients [77]	Yap AU Dworkin SF Chua EK List T Tan KB Tan HH	Journal of Orofacial Pain	2003	Cross-sectional study	220	Prevalence
39	Prevalence in the Dutch Adult Population and a Meta-analysis of Signs and Symptoms of Temporomandibular Disorder [78]	De Kanter RJ Truin GJ Burgersdijk RC Van ’t Hof MA Battistuzzi PG Kalsbeek H Käyser AF	Journal of Dental Research	1993	Cross-sectional study	220	Prevalence
42	Oro-facial pain in the community: Prevalence and associated impact [79]	Macfarlane TV Blinkhorn AS Davies RM Kincey J Worthington HV	Community Dentistry and Oral Epidemiology	2002	Cross-sectional study	218	Prevalence
43	Oral splints: The crutches for temporomandibular disorders and bruxism [80]	Dao TT Lavigne GJ	Critical Reviews in Oral Biology and Medicine	1998	Narrative review	214	Treatment
44	Temporomandibular joint: Relationship between MR evidence of effusion and the presence of pain and disk displacement [81]	Westesson PL Brooks SL	American Journal of Roentgenology	1992	Cross-sectional study	213	Prevalence, diagnosis
45	Functional disorders of the masticatory system I. Distribution of symptoms according to age and sex as judged from investigation by questionnaire [82]	Agerberg G Carlsson GE	Acta Odontologica Scandinavica	1972	Cross-sectional study	210	Prevalence

Table 1, continued
Ranking	Title	Authors	Journal	Year of publication	Study design	Citations	Study objective
46	The prevalence and treatment needs of subjects with temporomandibular disorders [83]	Schiffman EL Fricton JR Haley DP Shapiro BL	Journal of the American Dental Association	1990	Cross-sectional study	209	Prevalence
47	Arthroscopic surgery of the temporomandibular joint: Treatment of internal derangement with persistent closed lock [84]	Sanders B	Oral Surgery, Oral Medicine, Oral Pathology, Oral Radiology and Endodontology	1986	Prospective study	208	Treatment
48	Prevalence of Temporomandibular Dysfunction and Its Association with Malocclusion in Children and Adolescents: An Epidemiologic Study Related to Specified Stages of Dental Development [85]	Thilander B Rubio G Pena L de Mayorga C	Angle Orthodontist	2002	Cross-sectional study	205	Prevalence
49	Progressive mandibular retrusion-idiopathic condylar resorption. Part II [86]	Arnett GW Milam SB Gottesman L	American Journal of Orthodontics and Dentofacial Orthopedics	1996	Narrative review	204	Pathophysiology
50	Epidemiology and Treatment Need for Temporomandibular Disorders [87]	Carlsson GE	Journal of Orofacial Pain	1999	Narrative review	203	Prevalence

The articles are ordered by number of citations.

Table 2

Journals that published the 50 most cited articles on temporomandibular disorders

	Journal	2020 Journal Impact Factor	Quartile of the Category “Dentistry,
Oral
Surgery &
Medicine”	Eigenfactor Score	Normalized Eigenfactor		Article influence score	5-Year Impact Factor	Immediacy Index	Number of manuscripts	Citations
1	Pain	6.961	N/A	0.03099	649.	635	2.234	7.704	1.909	11	4728
2	Journal of Craniomandibular Disorders	N/A	N/A	N/A	N/A		N/A	N/A	N/A	1	3020
3	Journal of Oral and Facial Pain and Headache	1.871	Q4	0.00101	0.	21243	0.432	2.123	0.682	2	1720
4	Journal of Orofacial Pain	2.824 ${}^{*}$	N/A	0.00194	0.	22109	0.897	2.678	N/A	6	1505
5	Journal of Dental Research	6.116	Q1	0.01702	356.	864	1.747	7.199	4.531	4	1185
6	Oral Surgery, Oral Medicine, Oral Pathology, Oral Radiology	2.589	Q2	0.00599	125.	721	0.593	2.537	0.573	4	1170
	and Endodontology
7	Journal of Oral and Maxillofacial Surgery	1.895	Q3	0.01116	234.	045	0.575	2.256	0.617	3	886
8	Critical Reviews in Oral Biology and Medicine	6.000 ${}^{**}$	N/A	N/A	N/A		N/A	N/A	N/A	2	864
9	Journal of the American Dental Association	3.634	Q1	0.00508	106.	526	1.076	3.983	0.902	2	852
10	American Journal of Orthodontics and Dentofacial Orthopedics	2.650	Q2	0.00673	141.	114	0.738	2.880	0.676	3	709
11	Acta Odontologica Scandinavica	2.331	Q3	0.00246	0.	51599	0.535	2.360	0.453	2	543
12	The Journal of Prosthetic Dentistry	3.426	Q2	0.00991	207.	821	0.750	3.846	1.366	2	466
13	Archives of Internal Medicine	17.333 ${}^{***}$	N/A	0.06673	747.	380	5.869	13.098	N/A	1	455
14	Archives of Otolaryngology-Head and Neck Surgery	2.327 ${}^{***}$	N/A	0.00855	0.	95791	0.790	2.305	N/A	1	407
15	New England Journal of Medicine	91.253	N/A	0.63202	13.247.856		37.313	89.676	162.030	1	332
16	Radiology	11.105	N/A	0.05293	1.109.612		2.984	10.389	35.141	1	290
17	European Journal of Pain	3.934	N/A	0.00909	190.	668	1.109	4.068	0.873	1	263
18	Community Dentistry and Oral Epidemiology	3.383	Q2	0.00278	0.	58272	0.824	3.500	0.561	1	218
19	American Journal of Roentgenology	3.959	N/A	0.02458	515.	341	1.130	4.073	5.850	1	213
20	Angle Orthodontist	2.079	Q3	0.00423	0.	88828	0.683	2.599	0.792	1	205

The journals are ordered by number of citations. Abbreviations: N/A $=$ not applicable; ${}^{*}$ $=$ 2015 Journal Impact Factor; ${}^{**}$ 2006 Journal Impact Factor; ${}^{***}$ 2014 Journal Impact Factor.

Table 3

Top 10 authors that wrote the 50 most cited articles on temporomandibular disorders

Ranking	Author	Affiliation	Country	h-index	Number of articles	First author	Last author	Coauthor	Citations
1	Dworkin SF	University of Washington	United States, Seattle	51	9	2	6	1	8462
2	LeResche LA	University of Washington	United States, Seattle	46	7	3	2	2	5479
3	Truelove E	University of Washington	United States Seattle	39	3	0	0	3	4924
4	Lobbezoo F	Academic Centre for Dentistry Amsterdam	Netherlands, Amsterdam	50	3	0	2	1	4074
5	Schiffman EL	School of Dentistry	United States, Minneapolis	33	3	2	1	0	4056
6	List T	Skånes Universitetssjukhus	Sweden, Lund	43	2	0	0	2	3334
7	Von Korff M	University of Washington	United States, Seattle	123	4	2	0	2	3228
8	Maixner W	Duke University Medical Centre	United States, Durham	71	4	2	2	0	2583
9	Brooks SL	University of Michigan, Ann Arbor	United States, Ann Arbor	27	2	0	1	1	1660
10	Fillingim RB	University of Florida	United States, Gainesville	81	4	0	0	4	1130

The authors are ordered by the number of citations of their papers included in the 50 most cited articles on temporomandibular disorders.

The keywords of the 50 most cited articles in TMD were collected and a map was created. It shows temporomandibular joint disorder as the bigger node, it has been used for the greatest number of times in common to more articles. Temporomandibular joint disorder collected 31 occurrences and 226 total link strengths. Also, TMD and temporomandibular joint were highly strength terms. Other big nodes are represented by female and male respectively with 29 and 26 occurrences. Also, adult and adolescent are two terms with high occurrences, 29 for adult and 20 for adolescent.

4. Discussion

To the best of our knowledge, this is the first bibliometric analysis study that explored the 50 most cited articles on TMD and one of the very few in the field of dentistry. According to other comparable published publications, the sample size was selected at 50 manuscripts to give a manageable and significant number of papers to be studied [88].

4.1 Number of citations

A progressive number of citations over the year is registered from the available data in the field of TMD, as shown in Fig. 1. Most of the publications in this bibliometric analysis were published between 1990 and 2003. There was a peak of 4 papers published in 1993 and in 1996; thus the 90s might be considered the decade with the highest number of publications of the top 50 most cited articles on TMD (see Fig. 2 for further details).

Figure 2.

Number of articles published per year.

4.2 Study design

The 50 most cited papers on TMD were quite heterogeneous in terms of study design. It is interesting to note that almost the 80% of them was the sum of the number of cross-sectional studies ( $n=$ 20) [44, 45, 48, 51, 53, 55, 56, 62, 65, 67, 70, 71, 76, 77, 78, 79, 81, 82, 83, 85] and narrative reviews ( $n=$ 14) [19, 47, 50, 52, 57, 60, 63, 68, 69, 73, 75, 80, 86, 87]. This bibliometric analysis reported only 7 (14.0%) prospective studies [42, 49, 54, 59, 64, 72, 84] and none randomized clinical trials among the 50 most cited articles on TMD; this might probably because of difficulties and costs related to performing and monitoring a trial in this field. However, 3 systematic reviews were reported [9, 18, 66]. Further details are depicted in Table 1.

4.3 Journals

According to the results, 34.00% of the listed article were published just in two journals (Pain and Journal of Orofacial Pain) collecting 31.12% of total citations (6233 over 20031). This aspect demonstrated how a relevant number of papers was concentered in a limited number of scientific Journals. Moreover, it should be noted that the last JIF of the Journal of Orofacial Pain was reported in 2014, probably due to the newborn Journal of Oral and Facial Pain and Headache, that with only 2 papers (among the 50 most cited ones) obtained 1720 citations (third Journal for citations).

The JIF, defined as the frequency with which the average article in a journal has been referenced in the previous years, could be considered as the most prevalent metric of journal prestige. Despite JIF is largely used, for sure it has obvious limitations. First, the time-constrained of the JIF that is not sufficient for judging the impact of papers published, most of the papers reach the maximal scientific impact over 2 years beyond the publication.

All multidisciplinary journals tend to have higher value of both JIF and 5-JIF respect to the journals how treat more specific fields, this because reach readers from more disciplines. The case just described concerns the journals in the dental field compared to those in the medical field, the latter tend to have a higher number of citations.

Another factor that could have a significant impact on the JIF is the misuse of self-citations. The self-citation percentage in the presented list was low (5.44%), lower than the average reported in dentistry [89] and lower than a recent study’s median self-citation rate of 12.7% [90].

4.4 Authors

The data extraction showed the presence of 142 authors in the 50 most cited articles on TMD. Considering that each document has several authors, it is difficult to pinpoint each author’s particular contribution and, as a result, their role. Traditionally the name of the first author is the name of the main contributor and the name of the last author represent by the supervisor of the scientific work and usually the last name is also the corresponding author. The most impacted authors in TMD articles usually take place one of the two positions described above, less frequently they took position as coauthor. Indeed, Dworkin, the most impacted author, contributed to nine papers and in seven of these as first or last author, also LeResche second in this list, contributed with seven articles and in 5 of these she was first or last author. The disparity in h-index among authors of the top 50 papers suggests contributions from researchers with varying levels of academic expertise. Also, the origin of the publications was considered. In this analysis it emerges that North America, both USA and Canada, contributed with 33 articles (30 for USA and 3 for Canada) and Europe with 13 papers (most contributions were from Sweden with 7 and Italy with 2); the outsider is Japan with less contributions given by two articles. This pattern could be explained by accumulative geographic advantage, as citations are more likely to come from institutions in the same nation as the author [91]. Furthermore, the USA benefits from a large scientific community and generous science funding regulations. The findings evidenced a collaboration between institutions, the highest number of citations is associated with authors affiliated with the universities.

4.5 Time period

Most articles ranked in the top 50 more cited in TMD were published from 1990 to 2005 with 35 articles. In lasts fifteen years from 2006 to 2021 just 11 articles were published with no articles listed published after 2014. This maybe could be affected by the shortest timeframe that articles published after 2014 received to be highly cited. In contrast to this trend authors took over the number of citations of the top 50 articles in TMD occurred every year. The data showed how this number increased among the years, authors detected from 2006 when just 627 citations were done to 2021 when the number reach the peak with 1483 citations (see Fig. 2 for further details). Therefore, the citations have been continuously increasing such as the interest in the scientific research on the management of TMD, a cornerstone in dental clinical practice.

4.6 Keywords

A visualized analysis of the keywords co-occurrence was performed, considered as a technique for mapping the study domain in a particular topic by looking at the relationship between different terms [91]. Keywords commonly allow for accurate indexing in computerized databases, allowing for more scientific publications to be found easily. According to the keywords map the central node is represented by temporomandibular joint disorder. It is followed by the nodes representing female and male.

As could be expected, the first term is “temporomandibular joint disorder”, considering that it represented the main topic of the included papers. Other two terms highly represented were “female” and “male”, two nodes related with a smaller one targeted with “sex differences”, thus showing how TMD might be influenced by sex, with different prevalence for male and female. Moreover, “age” and “age difference” are interconnected with “prevalence”, thus meaning that TMD could be considered as problems related to different age groups.

Another important field of research was represented by the investigation on the potential risk factors. There were two smaller nodes named “risk factors” and “risk” that were strictly interconnected to the nodes described above representing sex differences and age as well as some specific time bands such as adolescence or middle age. Moreover, there was also a relationship between “depression” and “chronic pain”, thus underling the potential influence of these components on patients with TMD.

Lastly, there were connections to other nodes showing several anatomical parts of temporomandibular joint, as articular cartilage, condyle, mandibular, masticatory muscle, osteoarthritis, malocclusion, and bruxism (see Fig. 3 for further details).

Figure 3.

Network analysis of keywords (visualized analysis).

4.7 Study limitations

This paper is not without limitations. First, some keywords of the search strategy might be included also in other articles not of interest for our bibliometric analysis; however, we chose to be more inclusive in the first phases to minimize potential selection biases. Second, the citations per year have not been assessed; thus, the impact of more recent studies might be underestimated. Lastly, this bibliometric analysis might present a bias considering that older articles might have more citations, due to their timing on the scientific literature. In this scenario, a similar bibliometric analysis [92] has recently been published, but the authors focused on the last 20 years, without providing a broad overview about the whole scientific literature. On the other hand, to the best of our knowledge, this is the first bibliometric analysis assessing TMD via the Scopus database without time restrictions, potentially filling a gap of knowledge on TMD.

5. Conclusions

The findings of this bibliometric study showed an increasing number of citations for papers on TMD, synonymous of a high interest in the scientific research in the last years. The paper with the highest number of citations was on the research diagnostic criteria on TMD.

Starting from the analysis of the most cited articles in this field, this bibliometric analysis might provide information to researchers for an adequate knowledge of previous literature on a well-debated topic such as TMD.

In light of these considerations, the results of our bibliometric analysis might pave the way to future research focusing on the gap of knowledge in scientific literature highlighted by the mapping network of the present study. Thus, further studies should be performed based on the knowledge on the most relevant articles in the literature regarding TMD.

Funding

This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.

Author contribution

Conceptualization: MF, VG, AdS; Methodology: MF, VG, AdS; Formal analysis: VG, AB, RM; Data curation: MF, VG, LL; Writing-original draft preparation, MF, VG, LL; Writing-review and editing: MM, AdS; Visualization: AB, RM, CC, DC, MI; Supervision: MI, MM, AdS. All authors read and approved the final version of the manuscript.

Footnotes

Acknowledgments

None to report.

Conflict of interest

The authors report that there are no competing interests to declare.

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The 50 most-cited articles on temporomandibular disorders: A bibliometric analysis

Abstract

BACKGROUND:

OBJECTIVE:

METHODS:

RESULTS:

CONCLUSION:

Keywords

1. Introduction

2. Materials and methods

2.1 Bibliometric analysis

2.2 Visualized analysis

Table 1 The 50 most cited articles on temporomandibular disorders

4.1 Number of citations

4.3 Journals

4.4 Authors

4.5 Time period

4.6 Keywords

5. Conclusions

Funding

Author contribution

Footnotes

Acknowledgments

Conflict of interest

References

Table 1
The 50 most cited articles on temporomandibular disorders