Analyzing important military trauma literature by citation count alone misses significant research contributions. A novel bibliometric tool, the disruption score, captures previously overlooked disruptive and developmental in military trauma academia.
KEY WORDS: Disruption score, developmental score, citation count, military trauma publications
BACKGROUND
Bibliometric analysis of surgical research has become increasingly prevalent. Citation count (CC) is a commonly used marker of research quality, but may overlook impactful military research. The disruption score (DS) evaluates manuscripts on a spectrum from most innovative with more positive scores (disruptive [DR]) to most entrenched with more negative scores (developmental; DV). We sought to analyze the most DR and DV versus most cited research in military trauma.
METHODS
Top trauma articles by DS and by CC were identified via professional literature search. All publications in military journals were included. Military trauma-related keywords were used to query additional top surgical journals for military-focused publications. Publications were linked to the iCite NIH tool for CC and related metrics. The top 100 DR and DV publications by DS were analyzed and compared with the top 100 articles by CC.
RESULTS
Overall, 32,040 articles published between 1954 and 2014 were identified. The average DS and CC were 0.01 and 22, respectively. Most articles were published in Mil Med (68%). The top 100 DR articles were frequently published in Mil Med (51%) with a mean DS of 0.148. Of these, the most cited article was only the 40th most disruptive. The top 100 CC articles averaged a DS of 0.009 and were commonly found in J Trauma (53%). Only five publications were on both the top 100 DR and top 100 CC lists; 19 were on both the top DV and CC lists. Citation count was not correlated with DR (r = −0.134; p = 0.07) and only weakly correlated with DV (r = 0.215; p = 0.003).
CONCLUSION
DS identifies publications that changed military paradigms and future research directions previously overlooked by citation count alone. The DR and DV articles are distinct with little overlap between highly cited military articles. Multiple bibliometric measures should be employed to avoid overlooking impactful military trauma research.
LEVEL OF EVIDENCE
Diagnostic Test or Criteria; Level IV.
The output of academic surgical research is continually increasing and has significantly expanded over the past few years in an exponential fashion.1,2 This increased amount of research and academic publications has made it difficult to maintain currency and to evaluate the most impactful and relevant projects. Bibliometric analysis has gained popularity in the evaluation of both researchers and the work performed in the surgical community. Surgeon academic productivity and potential faculty appointments have also been impacted by this, as bibliometrics are often an important factor considered during hiring or promoting academic surgeons.1,3 Common bibliometrics include citation count and the H-index and primarily derive their scale from a simple count of total citations of a published article, both of which are not without limitations.1,4 Citation counts do not factor the relevance or scientific impact of the citation or reason for increased citations while the H-index has similar limitations and is also biased against older publications.5,6 Additionally, citation counts are confounded by authors citing their own work. Not all citations are equal, and the count simplifies the true impact of the referenced work.1 These measures were also not designed to capture scientific work that is truly “disruptive,” or leads to major impact and change in a given area of study that displaces much of the previously published research in that field.
The lack of a single metric to properly identify impactful scientific work led to the development of a new metric called the disruption score.7,8 The disruption score, a ratio between −1 and 1, measures the degree to which a published work introduces a new idea compared with previous literature. Negative scores reflect developmental work and identify publications that continue to expand upon known ideas and further that current paradigm of scientific thought. Positive scores reflect disruptive work and reflect literature that changes the known paradigm of cited related work, thus guiding the scientific thought in a new direction.
Disruption score analysis can identify important scientific work that may be missed by other bibliometric techniques. This technique has been used to identify important works in multiple surgical subspecialties that had previously been overlooked.2,9–16 Disruptive work in the surgical field is rare. Previous analysis has found that only 25% of the PubMed library have positive disruptive scores, and only 10% have scores >0.10.11 However, this analysis has not specifically been applied to the trauma surgery publications. Because current trauma management has been so heavily impacted by military experiences and research, we sought to apply disruption score bibliometric analysis to military published works. To identify the most disruptive military trauma publications as well as previously overlooked works, the goal of this study was to identify the top 100 disruptive and developmental military trauma publications by disruption score and compare them to the top 100 publications using the standard citation count metric. We hypothesize that bibliometric analysis of military trauma publications using disruption score will identify distinct academic work compared with publications identified by citation counts alone.
METHODS
A PubMed search was performed in August of 2022 in order to extract the PubMed identifiers (PMID) of all articles published in core military journals from 1954 to 2014. To capture relevant work published in non-military specific journals, key military and trauma search terms were used to identify published work from top surgical academic journals (Supplemental Table 1, http://links.lww.com/TA/D30). The PMID’s were merged with a validated dataset that contains the disruption scores on articles from 1954 to 20147 (Supplemental Data Hyperlink, http://links.lww.com/TA/D31).
The disruption score listed was determined for each article by the calculation: “X = (A-B)/(A + B + C), where X = disruption score for article X, A = # of future articles that cite article X without article X’s references being cited simultaneously, B = # of future article that cite article X and at least one of article X’s references, and C = # of future article that cite one of the references of article X, but not article X itself.”11 Sullivan et al.11 describe the impact of this calculation as follows: “As an example, an article was cited 100 times. Of those 100 citations, 90 did not include any of the index article's references (A), and 10 articles included both the index article and the article's references (B). An additional 20 articles cited any one of the index article's citations, but not the index article itself (C). This would result in a score of 0.667 = (90–10)/(90 + 10 + 20).11 Scores with positive ratios are considered disruptive, with results closer to 1 being the most disruptive. Scores with negative ratios are viewed to be developmental, with scores the furthest from 0 to be the most developmental.
The top 100 disruptive (DR) and top 100 developmental (DV) articles were identified by disruption score. The top 100 most cited (CC) articles were identified using the National Institute of Health iCite tool.17 For the top 100 DR articles, analysis was performed to identify journal location and research design. Citation counts of the top 100 DR and top 100 DV articles were compared with the top 100 CC articles using the Mann-Whitney U test. Correlation coefficients between disruption scores and citation counts were estimated. All variables were analyzed IBM SPSS Statistics 28 software (IBM Corporation, Armonk, NY).
RESULTS
Professional literary search of the PubMed universe identified 15,537 articles published between 1954 and 2014. Of all identified articles, 73.8% (n = 11,473) were published in Military Medicine; Lancet was the second most common journal with 5.7% (n = 880). The average disruptive score across all articles was 0.01 with a median of 0 [IQR, –0.004 to 0.005]. Supplemental Figure 1, http://links.lww.com/TA/D32, shows the percent of DR and DS articles from the 10 most commonly identified journals. Regarding citation counts, the average citations were 22 with a median of 4 [IQR, 1–13].
Tables 1 and 2 report the top 100 DR and top 100 DV articles, respectively. The top DR articles have disruption scores ranging from 0.039 to 0.844 and citation counts ranging from 0 to 662. The majority of the DR articles were published in Military Medicine (51%) with the next most common journal being the Journal of Trauma (18%). The types of articles were most commonly retrospective reviews (38%) or editorials/commentaries (37%) and commonly focused on injury management or wartime experience (Figs. 1 and 2). Of these, the most disruptive article was “A profile of combat injury” published in a 2003 issue of the Journal of Trauma. This article, also the second most cited of the top DR articles, was a retrospective review of combat injuries and death across multiple military campaigns. The most cited of the top disruptive articles was “Combat wounds in Operation Iraqi Freedom and Operation Enduring Freedom” published in a 2008 issue of Journal of Trauma. Similar to the most disruptive article, this was a review of combat injuries and wounds from two specific recent military campaigns. However, this was only the 40th most disruptive, with a score of 0.130.
TABLE 1.
The Top 100 Most Disruptive Articles in Military Trauma
Rank | Title | Authors | Journal | Citations | Year | DS |
---|---|---|---|---|---|---|
1 | A profile of combat injury | Champion HR, Bellamy RF, Roberts CP, Leppaniemi A. | J Trauma | 386 | 2003 | 0.844 |
2 | Lessons learned: Operation Anaconda | Midla GS. | Mil Med | 9 | 2004 | 0.625 |
3 | Clinical observations on the use of dextran and modified fluid gelatin in combat casualties | Artz CP, Howard JM, Fraley JP. | Surgery | 2 | 1955 | 0.469 |
4 | External fixation in war trauma management of the extremities–experience from the war in Croatia | Dubravko H, Zarko R, Tomislav T, Dragutin K, Vjenceslav N. | J Trauma | 11 | 1994 | 0.455 |
5 | Blast injury of the ear: treatment and evaluation | Ziv M, Philipsohn NC, Leventon G, Man A. | Mil Med | 0 | 1973 | 0.404 |
6 | Trauma training and the military | Barker P. | Injury | 5 | 2003 | 0.400 |
7 | Bladder entrapment after external fixation of traumatic pubic diastasis: importance of follow-up computed tomography in establishing prompt diagnosis | Geracci JJ, Morey AF. | Mil Med | 11 | 2000 | 0.364 |
8 | George Crile, Harvey Cushing, and the Ambulance Americaine: military medical preparedness in World War I | Rutkow EI, Rutkow IM. | Arch Surg | 9 | 2004 | 0.333 |
9 | Triage: the past revisited | Swan KG, Swan KG Jr. | Mil Med | 0 | 1996 | 0.333 |
10 | The military surgeon and the war on terrorism: a Zollinger legacy | Pratt JW, Rush RM Jr. | Am J Surg | 16 | 2003 | 0.300 |
11 | Bacterial flora of one hundred and twelve combat wounds | Kovaric JJ, Matsumoto T, Dobek AS, Hamit HF. | Mil Med | 9 | 1968 | 0.288 |
12 | Croatia and Bosnia: the imprints of war–I. Consequences | Horton R. | Lancet | 31 | 1999 | 0.265 |
13 | Analysis of dental casualties in prolonged field training exercises | Payne TF, Posey WR. | Mil Med | 13 | 1981 | 0.259 |
14 | Postdeployment domestic violence by US Army soldiers | Newby JH, Ursano RJ, McCarroll JE, Liu X, Fullerton CS, Norwood AE. | Mil Med | 19 | 2005 | 0.257 |
15 | Military surgeons and surgery, old and new: an instructive chapter in management of contaminated wounds | Wangensteen OH, Wangensteen SD. | Surgery | 2 | 1967 | 0.228 |
16 | Blood type discrepancies on military identification cards and tags: a readiness concern in the US Army | Rentas FJ, Clark PA. | Mil Med | 15 | 1999 | 0.222 |
17 | Some clinical factors involved in the healing of war wounds | Seidenstein M, Newman A, Tanski EV. | Arch Surg | 1 | 1968 | 0.219 |
18 | Combat casualties in Afghanistan cared for by a single Forward Surgical Team during the initial phases of Operation Enduring Freedom | Peoples GE, Gerlinger T, Craig R, Burlingame B. | Mil Med | 74 | 2005 | 0.216 |
19 | Bacterial quantification of open wounds | Robson MC, Heggers JP. | Mil Med | 27 | 1969 | 0.216 |
20 | Death of a soldier: accident or neglect? | Brahams D. | Lancet | 6 | 1988 | 0.214 |
21 | To heal and to serve: military medical education throughout the centuries | Scultetus AH, Villavicencio JL, Koustova E, Rich NM. | J Am Coll Surg | 2 | 2006 | 0.200 |
22 | Heat illness in the Navy | Brahams D. | Lancet | 1 | 1990 | 0.200 |
23 | Deployment and the probability of spousal aggression by US Army soldiers | McCarroll JE, Ursano RJ, Liu X, Thayer LE, Newby JH, Norwood AE, Fullerton CS. | Mil Med | 7 | 2000 | 0.200 |
24 | Another British soldier dies from heat illness | Brahams D. | Lancet | 2 | 1989 | 0.182 |
25 | Tourniquets for hemorrhage control on the battlefield: a 4-year accumulated experience | Lakstein D, Blumenfeld A, Sokolov T, Lin G, Bssorai R, Lynn M, et al. | J Trauma | 157 | 2003 | 0.175 |
26 | Spectrum of care provided at an echelon II Medical Unit during Operation Iraqi Freedom | Murray CK, Reynolds JC, Schroeder JM, Harrison MB, Evans OM, Hospenthal DR. | Mil Med | 63 | 2005 | 0.173 |
27 | Strategic disaster preparedness and response: implications for military medicine under joint command | Burkle FM Jr, Frost DS, Greco SB, Petersen HV, Lillibridge SR. | Mil Med | 1 | 1996 | 0.172 |
28 | Distribution and care of shipboard blast injuries (USS Cole DDG-67) | Davis TP, Alexander BA, Lambert EW, Simpson RB, Unger DV, Lee J, et al. | J Trauma | 19 | 2003 | 0.169 |
29 | Prevalence of tension pneumothorax in fatally wounded combat casualties | McPherson JJ, Feigin DS, Bellamy RF. | J Trauma | 60 | 2006 | 0.169 |
30 | The prevalence of lip injury during US Army cold-weather exercises | Lewis DM, Shulman JD, Carpenter WM. | Mil Med | 2 | 1985 | 0.167 |
31 | Cost analysis of military eye injuries in fiscal years 1988–1998 | Buckingham RS, Whitwell KJ, Lee RB. | Mil Med | 7 | 2005 | 0.167 |
32 | A literature review of dental casualty rates | Mahoney GD, Coombs M. | Mil Med | 25 | 2000 | 0.160 |
33 | Interhospital patient transport by rotary wing aircraft in a combat environment: risks, adverse events, and process improvement | Lehmann R, Oh J, Killius S, Cornell M, Furay E, Martin M. | J Trauma | 15 | 2009 | 0.152 |
34 | Comparative mortality among US military personnel in the Persian Gulf region and worldwide during Operations Desert Shield and Desert Storm | Writer JV, DeFraites RF, Brundage JF. | JAMA | 66 | 1996 | 0.151 |
35 | History, the torch that illuminates: lessons from military medicine | DeBakey ME. | Mil Med | 1 | 1996 | 0.147 |
36 | Fatal motorcycle accidents of military personnel: a study of 223 cases | Smith BH, Dehner LP. | Mil Med | 0 | 1969 | 0.146 |
37 | Epidemiology of combat casualties in Thailand | Johnson DE, Panijayanond P, Lumjiak S, Crum JW, Boonkrapu P. | J Trauma | 9 | 1981 | 0.143 |
38 | A humanitarian mission in southern Iraq: utilization of the 7th Field Hospital of the Army of the Czech Republic–a report on its medical activities and working conditions | Chmátal P, Bohonĕk M, Dobiásová M, Hasek R, Cernohous M. | Mil Med | 4 | 2005 | 0.143 |
39 | Estimating selected disease and nonbattle injury Echelon I and Echelon II outpatient visits of United States soldiers and Marines in an operational setting from corresponding Echelon III (hospitalizations) admissions in the same theater of operation | Kilian DB, Lee AP, Lynch L, Gunzenhauser J. | Mil Med | 12 | 2003 | 0.133 |
40 | Combat wounds in operation Iraqi Freedom and operation Enduring Freedom | Owens BD, Kragh JF Jr, Wenke JC, Macaitis J, Wade CE, Holcomb JB. | J Trauma | 662 | 2008 | 0.130 |
41 | An investigation of cold injured soldiers in Alaska | Miller D, Bjornson DR. | Mil Med | 3 | 1962 | 0.128 |
42 | Splenectomy and subsequent mortality in veterans of the 1939–45 war | Robinette CD, Fraumeni JF Jr. | Lancet | 105 | 1977 | 0.127 |
43 | More on medical planning for war | Goodman S. | N Engl J Med | 2 | 1982 | 0.125 |
44 | Medical problems of detainees after the conclusion of major ground combat during Operation Iraqi Freedom | Murray CK, Roop SA, Hospenthal DR. | Mil Med | 5 | 2005 | 0.125 |
45 | Management of small fragment wounds: experience from the Afghan border | Bowyer GW. | J Trauma | 41 | 1996 | 0.116 |
46 | Practical advance in obtaining an emergency airway via cricothyroidotomy | Huber WG, Dahman MH, Thomas D, Lipschutz JH. | Mil Med | 5 | 2007 | 0.115 |
47 | Utilization of pulsed sonic beams (echoencephalogram) for detection of fragments of bone indriven into the brain | Jackson FE, Hussey M, Relyea D. | Mil Med | 0 | 1965 | 0.115 |
48 | Prevention of heat casualties in Marine Corps recruits. Period of 1955–60, with comparative incidence rates and climatic heat stresses in other training categories | Minard D. | Mil Med | 13 | 1961 | 0.115 |
49 | A US Army Forward Surgical Team’s experience in Operation Iraqi Freedom | Patel TH, Wenner KA, Price SA, Weber MA, Leveridge A, McAtee SJ. | J Trauma | 120 | 2004 | 0.107 |
50 | Value of the multiservice casualty processing unit in Operation Desert Storm: teamwork and flexibility | Crawford PE, Armstrong JF, Kerstein MD, Oxler S, Draude TV. | Mil Med | 0 | 1997 | 0.106 |
51 | Abdominal wounds in Korea; a report of ninety-two cases | Aalpoel JA. | Ann Surg | 1 | 1954 | 0.105 |
52 | Combat wounds of the extraperitoneal rectum | Armstrong RG, Schmitt HJ Jr, Patterson LT. | Surgery | 7 | 1973 | 0.102 |
53 | Management of war wounds in the Continental United States | Metz CW Jr, Barclay WA. | Arch Surg | 0 | 1968 | 0.100 |
54 | External fixator frames as interim damage control for limb injuries: experience in the 2010 Haiti earthquake | Lebel E, Blumberg N, Gill A, Merin O, Gelfond R, Bar-On E. | J Trauma | 19 | 2011 | 0.100 |
55 | Fluid replacement recommendations for training in hot weather | Montain SJ, Latzka WA, Sawka MN. | Mil Med | 64 | 1999 | 0.097 |
56 | The combat soldier | Artiss KL. | Mil Med | 1 | 2010 | 0.097 |
57 | Vascular trauma secondary to diagnostic and therapeutic procedures: 1974 through 1982. A comparative review | Youkey JR, Clagett GP, Rich NM, Jaffin JH, Cohen AJ, Brigham RB, et al. | Am J Surg | 46 | 1983 | 0.097 |
58 | Causes of death in United States Military personnel hospitalized in Vietnam | Arnold K, Cutting RT. | Mil Med | 5 | 1978 | 0.097 |
59 | A review of 168 maxillo-facial fractures treated at Naval Hospital, Long Beach | Mainous EG, Crowell NT, Smith GL. | Mil Med | 0 | 1974 | 0.095 |
60 | Afghan war wounded: experience with 200 cases | Rautio J, Paavolainen P. | J Trauma | 62 | 1988 | 0.090 |
61 | Tourniquet use on the battlefield | Mabry RL. | Mil Med | 41 | 2006 | 0.087 |
62 | Protecting military convoys in Iraq: an examination of battle injuries sustained by a mechanized battalion during Operation Iraqi Freedom II | Gondusky JS, Reiter MP. | Mil Med | 157 | 2005 | 0.085 |
63 | Mass casualty in an isolated environment: medical response to a submarine collision | Jankosky CJ. | Mil Med | 4 | 2008 | 0.083 |
64 | Surgical research in the communication zone. II. Enzyme fluctuations in wounded combat soldiers during the convalescent period | Matsumoto T, Wyte SR, Moseley RV, Nemhauser GM, Henry JN, Aaby G. | Arch Surg | 0 | 1969 | 0.078 |
65 | External fixator for war purposes: the CMC fixator | Korzinek K, Delimar D, Tripković B. | Mil Med | 8 | 1999 | 0.078 |
66 | UK statistical indifference to its military casualties in Iraq | Bird SM. | Lancet | 8 | 2006 | 0.078 |
67 | Navy and Marine Corps active duty mortality patterns for 1995 to 1999 | Almond MD, Carlton J, Bohnker BK. | Mil Med | 8 | 2003 | 0.075 |
68 | Rehabilitation of the upper extremity traumatic amputee | Munroe B, Nasca RJ. | Mil Med | 1 | 1975 | 0.074 |
69 | Treatment of wounded in the combat zone | Jevtić M, Petrović M, Ignjatović D, Ilijevski N, Misović S, Kronja G, et al. | J Trauma | 19 | 1996 | 0.074 |
70 | The adoption of laparotomy for the treatment of penetrating abdominal wounds in war | Bamberger PK. | Mil Med | 8 | 1996 | 0.071 |
71 | War injuries of the chest | Suleman ND, Rasoul HA. | Injury | 14 | 1985 | 0.071 |
72 | Medical planning for disaster in Israel. Evaluation of the military surgical experience in the October 1973 War, and implications for the organization of the civilian disaster services | Naggan L. | Injury | 34 | 1976 | 0.068 |
73 | A delayed complication after injury in World War II | Surov A, Taege C, Behrmann C. | N Engl J Med | 5 | 2006 | 0.068 |
74 | Operation Iraqi Freedom: surgical experience of the 212th Mobile Army Surgical Hospital | Cho JM, Jatoi I, Alarcon AS, Morton TM, King BT, Hermann JM. | Mil Med | 31 | 2005 | 0.067 |
75 | Warm water immersion foot: still a threat to the soldier | Humphrey W, Ellyson R. | Mil Med | 5 | 1997 | 0.067 |
76 | Hyperbaric oxygen therapy for gas gangrene in war wounds | Johnson JT, Gillespie TE, Cole JR, Markowitz HA. | Am J Surg | 1 | 1969 | 0.063 |
77 | Hemostasis with cyanoacrylate: a new method | Heisterkamp CA 3rd, Matsumoto T, Hardaway RM 3rd. | Mil Med | 1 | 1969 | 0.063 |
78 | Civil war head injury and twentieth-century treatment | Gruen MB, Ko K, Nosko MG. | J Trauma | 2 | 1999 | 0.063 |
79 | Military blood banking: criteria for storage, refrigeration, transport, and other aspects required in whole blood and blood component logistics | Camp FR Jr, McPeak DW, Allen TE Jr. | Mil Med | 2 | 1976 | 0.063 |
80 | US Army surgical experiences during the NATO peacekeeping mission in Bosnia-Herzegovina, 1995 to 1999: lessons learned | Grosso SM. | Mil Med | 5 | 2001 | 0.063 |
81 | Executive summary: Guidelines for the prevention of infections associated with combat-related injuries: 2011 update: endorsed by the Infectious Diseases Society of America and the Surgical Infection Society | Hospenthal DR, Murray CK, Andersen RC, Bell RB, Calhoun JH, Cancio LC, Cho JM, Chung KK, Clasper JC, Colyer MH, Infectious Diseases Society of America; Surgical Infection Society. | J Trauma | 13 | 2011 | 0.060 |
82 | Death and injury from landmines and unexploded ordnance in Afghanistan | Bilukha OO, Brennan M, Woodruff BA. | JAMA | 41 | 2003 | 0.059 |
83 | Splenic rupture as an incidental complication of decompression sickness, report of a case | Sonnenburg RE. | Mil Med | 0 | 1967 | 0.059 |
84 | Protection of medical personnel in armed conflicts-case study: Afghanistan | Goniewicz M, Goniewicz K. | Eur J Trauma Emerg Surg | 4 | 2013 | 0.059 |
85 | Mass casualty triage knowledge of military medical personnel | Janousek JT, Jackson DE, De Lorenzo RA, Coppola M. | Mil Med | 16 | 1999 | 0.057 |
86 | Combat casualty care: the Alpha Surgical Company experience during Operation Iraqi Freedom | Marshall TJ Jr. | Mil Med | 28 | 2005 | 0.053 |
87 | Battlefield casualties treated at Camp Rhino, Afghanistan: lessons learned | Bilski TR, Baker BC, Grove JR, Hinks RP, Harrison MJ, Sabra JP, et al. | J Trauma | 83 | 2003 | 0.049 |
88 | War surgery in a forward surgical hospital in Vietnam: a continuing report | Byerly WG, Pendse PD. | Mil Med | 2 | 1971 | 0.048 |
89 | Modern war surgery: operations in an evacuation hospital during the October 1973 Arab-Israeli war | Pfeffermann R, Rozin RR, Durst AL, Marin G. | J Trauma | 0 | 1976 | 0.048 |
90 | Injury and illness casualty distributions among US Army and Marine Corps personnel during Operation Iraqi Freedom | Zouris JM, Wade AL, Magno CP. | Mil Med | 30 | 2008 | 0.047 |
91 | Trivial head trauma and its consequences in a perspective of regional health care | Plaut MR, Gifford RR. | Mil Med | 1 | 1976 | 0.047 |
92 | High-velocity bullet causing indirect trauma to the brain and symptomatic epilepsy | Treib J, Haass A, Grauer MT. | Mil Med | 0 | 1996 | 0.047 |
93 | Tympanic-membrane perforation as a marker of concussive brain injury in Iraq | Xydakis MS, Bebarta VS, Harrison CD, Conner JC, Grant GA, Robbins AS. | N Engl J Med | 57 | 2007 | 0.046 |
94 | Frontoethmoidal fractures as a result of war injuries | Ivanović A, Jović N, Vukelić-Marković S. | J Trauma | 3 | 1996 | 0.045 |
95 | Combat arterial trauma. Analysis of 106 limb-threatening injuries | Gorman JF. | Arch Surg | 1 | 1969 | 0.044 |
96 | Surgical treatment results of Iranian abdominal trauma casualties in the Iran and Iraq war | Payravi H, Mortaz SS, Fazel I. | Mil Med | 5 | 2001 | 0.042 |
97 | Death of a soldier | Porter AM. | Lancet | 1 | 1988 | 0.042 |
98 | Epidemiologic analysis of warfare. A historical review | Garfield RM, Neugut AI. | JAMA | 70 | 1991 | 0.041 |
99 | Studies of adrenal function in combat and wounded soldiers; a study in the Korean theater | Howard JM, Olney JM, Frawley JP, Peterson RE, Smith LH, Davis JH, et al. | Ann Surg | 5 | 1955 | 0.039 |
100 | Logistics of parenteral fluids in battlefield resuscitation | Pearce FJ, Lyons WS. | Mil Med | 14 | 1999 | 0.039 |
TABLE 2.
The Top 100 Most Developmental Articles in Military Trauma
Rank | Title | Authors | Journal | Citations | Year | DS |
---|---|---|---|---|---|---|
1 | Arterial repair during the Korean war | Hughes CW. | Ann Surg | 51 | 1958 | −0.174 |
2 | Motorcycle/motor scooter hazards in a military population | Reid RL, Ward CL. | Mil Med | 0 | 1968 | −0.167 |
3 | Silicone for immersion foot prophylaxis: where and how much to use | Douglas JS Jr, Eby CS. | Mil Med | 0 | 1972 | −0.161 |
4 | The management of chronic subdural hematoma using a compact hand twist drill | Burton C. | Mil Med | 5 | 1968 | −0.146 |
5 | Evaluation of neurologic function in Gulf War veterans. A blinded case-control study | Haley RW, Hom J, Roland PS, Bryan WW, Van Ness PC, Bonte FJ, et al. | JAMA | 165 | 1997 | −0.133 |
6 | Clinical evaluation of pushover mechanical ventilation with the Ohmeda Universal Portable Anesthesia Complete vaporizer | Hawkins JK, Ciresi SA, Phillips WJ. | Mil Med | 2 | 1998 | −0.125 |
7 | Blast injuries: bus versus open-air bombings–a comparative study of injuries in survivors of open-air versus confined-space explosions | Leibovici D, Gofrit ON, Stein M, Shapira SC, Noga Y, Heruti RJ, et al., | J Trauma | 205 | 1996 | −0.124 |
8 | Parachuting injuries: a medical analysis of an airborne operation | Kragh JF Jr, Taylor DC. | Mil Med | 0 | 1996 | −0.113 |
9 | Different soils in simulated combat wound. I. Vietnam | Matsumoto T, Hardaway RM 3rd, Dobek AS, Noyes HE. | Mil Med | 2 | 1967 | −0.111 |
10 | Terminal velocity impacts into snow | Snyder RG. | Mil Med | 0 | 1966 | −0.111 |
11 | Rupture of the brachial artery in closed elbow dislocation: case report | Peabody CN. | Mil Med | 1 | 1978 | −0.108 |
12 | Bullet velocity as applied to military rifle wounding capacity | DeMuth WE Jr. | J Trauma | 10 | 1969 | −0.105 |
13 | Injuries of the penile and bulbous urethra | Herwig KR, Blumberg N, Hubbard H. | Mil Med | 0 | 1970 | −0.098 |
14 | Performance of the universal portable anesthesia complete vaporizer with mechanical ventilation in both drawover and pushover configurations | Hawkins JK, Ciresi SA, Phillips WJ. | Mil Med | 6 | 1998 | −0.095 |
15 | Violence-related mortality in Iraq from 2002 to 2006 | Alkhuzai AH, Ahmad IJ, Hweel MJ, Ismail TW, Hasan HH, Younis AR, Shawani O, Al-Jaf VM, Al-Alak MM, Rasheed LH, Iraq Family Health Survey Study Group | N Engl J Med | 69 | 2008 | −0.095 |
16 | Parachuting injuries: a retrospective study of 43,542 military jumps | Bar-Dayan Y, Bar-Dayan Y, Shemer J. | Mil Med | 21 | 1998 | −0.089 |
17 | Screen filtration pressure in combat casualties | McNamara JJ, Molot MD, Stremple JF. | Ann Surg | 21 | 1970 | −0.088 |
18 | Foot drop due to cranial gunshot wound | Atac K, Ulas UH, Erdogant E, Gokcil Z. | Mil Med | 9 | 2004 | −0.083 |
19 | Parachuting injuries among Army Rangers: a prospective survey of an elite airborne battalion | Kragh JF Jr, Jones BH, Amaroso PJ, Heekin RD. | Mil Med | 4 | 1996 | −0.083 |
20 | Long range transport of war-related burn casualties | Renz EM, Cancio LC, Barillo DJ, White CE, Albrecht MC, Thompson CK, et al. | J Trauma | 44 | 2008 | −0.080 |
21 | Chest wall thickness in military personnel: implications for needle thoracentesis in tension pneumothorax | Harcke HT, Pearse LA, Levy AD, Getz JM, Robinson SR. | Mil Med | 5 | 2007 | −0.080 |
22 | The postwar hospitalization experience of US veterans of the Persian Gulf War | Gray GC, Coate BD, Anderson CM, Kang HK, Berg SW, Wignall FS, et al. | N Engl J Med | 137 | 1996 | −0.077 |
23 | Duodenal obstruction by the superior mesenteric artery in bedridden combat casualties | Wayne E, Miller RE, Eiseman B. | Ann Surg | 7 | 1971 | −0.077 |
24 | THE PREVENTION OF ACCIDENTS IN THE ARMED SERVICES | McFarland RA, Moore RC. | Mil Med | 1 | 1963 | −0.077 |
25 | Cervical spine protection in a combat zone | Mahoney PF, Steinbruner D, Mazur R, Dodson C, Mehta SG. | Injury | 6 | 2007 | −0.074 |
26 | Combat fatigue versus pseudo-combat fatigue in Vietnam | Strange RE. | Mil Med | 0 | 1968 | −0.071 |
27 | Eye injuries during training exercises with paint balls | Zwaan J, Bybee L, Casey P. | Mil Med | 2 | 1996 | −0.065 |
28 | How satisfied are soldiers with their ballistic helmets? A comparison of soldiers’ opinions about the advanced combat helmet and the personal armor system for ground troops helmet | Ivins BJ, Schwab KA, Crowley JS, McEntire BJ, Trumble CC, Brown FH Jr, et al. | Mil Med | 3 | 2007 | −0.063 |
29 | Can external signs of trauma guide management?: Lessons learned from suicide bombing attacks in Israel | Almogy G, Luria T, Richter E, Pizov R, Bdolah-Abram T, Mintz Y, et al. | Arch Surg | 56 | 2005 | −0.062 |
30 | The weapons that kill civilians–deaths of children and noncombatants in Iraq, 2003–2008 | Hicks MH, Dardagan H, Guerrero Serdán G, Bagnall PM, Sloboda JA, et al. | N Engl J Med | 23 | 2009 | −0.060 |
31 | Survival with emergency tourniquet use to stop bleeding in major limb trauma | Kragh JF Jr, Walters TJ, Baer DG, Fox CJ, Wade CE, Salinas J, et al. | Ann Surg | 323 | 2009 | −0.057 |
32 | Delayed hemothorax after blunt trauma without rib fractures | Bundy DW, Tilton DM. | Mil Med | 5 | 2003 | −0.057 |
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35 | The retention of bone fragments in brain wounds | Meirowsky AM. | Mil Med | 2 | 1968 | −0.053 |
36 | DIRECT BODY-BODY HUMAN CADAVER BLOOD TRANSFUSION | Kevorkian J, Nicol N, Rea E. | Mil Med | 0 | 1964 | −0.053 |
37 | The ratio of blood products transfused affects mortality in patients receiving massive transfusions at a combat support hospital | Borgman MA, Spinella PC, Perkins JG, Grathwohl KW, Repine T, Beekley AC, et al. | J Trauma | 1006 | 2007 | −0.052 |
38 | The military anti-shock trouser in civilian pre-hospital emergency care | Kaplan BC, Civetta JM, Nagel EL, Nussenfeld SR, Hirschman JC. | J Trauma | 10 | 1973 | −0.051 |
39 | Medical support to a nonprofessional brigade during the Croatian Operation Storm | Janković S, Sapunar D, Jurisić Z, Majić V. | Mil Med | 2 | 1997 | −0.049 |
40 | Increased mortality associated with the early coagulopathy of trauma in combat casualties | Niles SE, McLaughlin DF, Perkins JG, Wade CE, Li Y, Spinella PC, Holcomb JB. | J Trauma | 249 | 2008 | −0.046 |
41 | Respiratory insufficiency in combat casualties. II. Pulmonary edema following head injury | Simmons RL, Martin AM Jr, Heisterkamp CA 3rd, Ducker TB. | Ann Surg | 17 | 1969 | −0.046 |
42 | The health status of Gulf War veterans: lessons learned from the Department of Veterans Affairs Health Registry | Murphy FM, Kang H, Dalager NA, Lee KY, Allen RE, Mather SH, et al. | Mil Med | 75 | 1999 | −0.046 |
43 | How does casualty load affect trauma care in urban bombing incidents? A quantitative analysis | Hirshberg A, Scott BG, Granchi T, Wall MJ Jr, Mattox KL, Stein M. | J Trauma | 69 | 2005 | −0.045 |
44 | Battlefield urologic injuries: the Gulf War experience | Thompson IM, Flaherty SF, Morey AF. | J Am Coll Surg | 15 | 1998 | −0.044 |
45 | Hemostatic efficacy of two advanced dressings in an aortic hemorrhage model in Swine | Kheirabadi BS, Acheson EM, Deguzman R, Sondeen JL, Ryan KL, Delgado A, et al. | J Trauma | 89 | 2005 | −0.043 |
46 | Afghan war wounded: application of the Red Cross wound classification | Bowyer GW. | J Trauma | 19 | 1995 | −0.042 |
47 | The ratio of fibrinogen to red cells transfused affects survival in casualties receiving massive transfusions at an army combat support hospital | Stinger HK, Spinella PC, Perkins JG, Grathwohl KW, Salinas J, Martini WZ, et al. | J Trauma | 284 | 2008 | −0.041 |
48 | The ratio of fibrinogen to red cells transfused affects survival in casualties receiving massive transfusions at an army combat support hospital | Stinger HK, Spinella PC, Perkins JG, Grathwohl KW, Salinas J, Martini WZ, et al. | J Trauma | 284 | 2008 | −0.041 |
49 | The use of deployable military hospitals after hurricanes: lessons from the Hurricane Marilyn response | Weddle M, Prado-Monje H. | Mil Med | 2 | 2000 | −0.041 |
50 | Functional outcomes of unilateral lower limb amputee soldiers in two districts of Sri Lanka | Gunawardena NS, Seneviratne Rde A, Athauda T. | Mil Med | 22 | 2006 | −0.040 |
51 | Wandering intravascular missiles: report of five cases from the Lebanon war | Abdo F, Massad M, Slim M, Fahl M, Saba M, Najjar F, et al. | Surgery | 32 | 1988 | −0.039 |
52 | Improved survival of burned patients with inhalation injury | Rue LW 3rd, Cioffi WG, Mason AD, McManus WF, Pruitt BA Jr. | Arch Surg | 96 | 1993 | −0.039 |
53 | Association of bacterial colonization at the time of presentation to a combat support hospital in a combat zone with subsequent 30-day colonization or infection | Kaspar RL, Griffith ME, Mann PB, Lehman DJ, Conger NG, Hospenthal DR, et al. | Mil Med | 23 | 2009 | −0.038 |
54 | Care of war veterans with mild traumatic brain injury–flawed perspectives | Hoge CW, Goldberg HM, Castro CA. | N Engl J Med | 184 | 2009 | −0.038 |
55 | Perforation of the terminal ileum induced by blast injury: delayed diagnosis or delayed perforation? | Paran H, Neufeld D, Shwartz I, Kidron D, Susmallian S, Mayo A, et al. | J Trauma | 44 | 1996 | −0.037 |
56 | Croatian experience in the treatment of 629 urogenital war injuries | Vucković I, Tucak A, Gotovac J, Karlović B, Matos I, Grdovíc K, et al. | J Trauma | 17 | 1995 | −0.037 |
57 | Tympanic membrane perforation after combat blast exposure in Iraq: a poor biomarker of primary blast injury | Harrison CD, Bebarta VS, Grant GA. | J Trauma | 28 | 2009 | −0.036 |
58 | Tracheo-esophageal fistula due to blast injury | Volk H, Storey CF, Marrangoin AG. | Ann Surg | 2 | 1955 | −0.036 |
59 | Comparison of hemorrhage control agents applied to lethal extremity arterial hemorrhages in swine | Acheson EM, Kheirabadi BS, Deguzman R, Dick EJ Jr, Holcomb JB. | J Trauma | 103 | 2005 | −0.036 |
60 | Injury severity and causes of death from Operation Iraqi Freedom and Operation Enduring Freedom: 2003–2004 versus 2006 | Kelly JF, Ritenour AE, McLaughlin DF, Bagg KA, Apodaca AN, Mallak CT, et al. | J Trauma | 409 | 2008 | −0.035 |
61 | Safety evaluation of new hemostatic agents, smectite granules, and kaolin-coated gauze in a vascular injury wound model in swine | Kheirabadi BS, Mace JE, Terrazas IB, Fedyk CG, Estep JS, Dubick MA, et al. | J Trauma | 109 | 2010 | −0.035 |
62 | Cerebral tissue emboli in the lungs: a finding in severe head trauma | Nishiyama RH. | Mil Med | 0 | 1966 | −0.034 |
63 | QuikClot use in trauma for hemorrhage control: case series of 103 documented uses | Rhee P, Brown C, Martin M, Salim A, Plurad D, Green D, et al. | J Trauma | 137 | 2008 | −0.034 |
64 | Early predictors of massive transfusion in combat casualties | Schreiber MA, Perkins J, Kiraly L, Underwood S, Wade C, Holcomb JB. | J Am Coll Surg | 172 | 2007 | −0.034 |
65 | Response to infection control challenges in the deployed setting: Operations Iraqi and Enduring Freedom | Hospenthal DR, Crouch HK, English JF, Leach F, Pool J, Conger NG, et al. | J Trauma | 21 | 2010 | −0.034 |
66 | Temporal changes in combat casualties from Afghanistan by nationality: 2006–2010 | Schoenfeld AJ, Nelson JH, Burks R, Belmont PJ Jr. | Mil Med | 18 | 2013 | −0.033 |
67 | Trans-jugular extraction of bullet embolus to the heart | O’Neill PJ, Feldman DR, Vujic I, Byrne TK. | Mil Med | 16 | 1996 | −0.032 |
68 | Humanitarian care by a forward surgical team in aAghanistan | Woll M, Brisson P. | Mil Med | 3 | 2013 | −0.032 |
69 | Osteomyelitis in military personnel wounded in Iraq and Afghanistan | Yun HC, Branstetter JG, Murray CK. | J Trauma | 111 | 2008 | −0.032 |
70 | Military free fall training injuries | Glorioso JE Jr, Batts KB, Ward WS. | Mil Med | 6 | 1999 | −0.031 |
71 | Prehospital tourniquet use in Operation Iraqi Freedom: effect on hemorrhage control and outcomes | Beekley AC, Sebesta JA, Blackbourne LH, Herbert GS, Kauvar DS, Baer DG, Walters TJ, Mullenix PS, Holcomb JB; 31st Combat Support Hospital Research Group. | J Trauma | 228 | 2008 | −0.030 |
72 | Death on the battlefield (2001–2011): implications for the future of combat casualty care | Eastridge BJ, Mabry RL, Seguin P, Cantrell J, Tops T, Uribe P, et al. | J Trauma Acute Care Surg | 963 | 2012 | −0.030 |
73 | Penetrating wounds of the neck. A military and civilian experience | Fitchett VH, Pomerantz M, Butsch DW, Simon R, Eiseman B. | Arch Surg | 3 | 1969 | −0.029 |
74 | The military emergency tourniquet program’s lessons learned with devices and designs | Kragh JF Jr, O’Neill ML, Walters TJ, Dubick MA, Baer DG, Wade CE, et al. | Mil Med | 0 | 2011 | −0.029 |
75 | War injuries of the ureter | Tucak A, Petek Z, Kuvezdic H. | Mil Med | 0 | 1997 | −0.029 |
76 | Supporting the Global War on Terror: a tale of two campaigns featuring the 250th Forward Surgical Team (Airborne) | Rush RM Jr, Stockmaster NR, Stinger HK, Arrington ED, Devine JG, Atteberry L, et al. | Am J Surg | 51 | 2005 | −0.028 |
77 | Postmortem cesarean section following maternal blast injury: case report | Awwad JT, Azar GB, Aouad AT, Raad J, Karam KS. | J Trauma | 8 | 1994 | −0.028 |
78 | The US military wartime pediatric trauma mission: how surgeons and pediatricians are adapting the system to address the need | Fuenfer MM, Spinella PC, Naclerio AL, Creamer KM. | Mil Med | 18 | 2009 | −0.028 |
79 | Severe lung contusion and death after high-velocity behind-armor blunt trauma: relation to protection level | Gryth D, Rocksén D, Persson JK, Arborelius UP, Drobin D, Bursell J, et al. | Mil Med | 19 | 2007 | −0.027 |
80 | In-theater management of vascular injury: 2 years of the Balad Vascular Registry | Clouse WD, Rasmussen TE, Peck MA, Eliason JL, Cox MW, Bowser AN, et al. | J Am Coll Surg | 108 | 2007 | −0.027 |
81 | Therapeutic urogenital modalities during the last three years of the Iran and Iraq War (1985–1987) | Heidarpour A, Dabbagh A, Khatami MS, Rohollahi G. | Mil Med | 8 | 1999 | −0.027 |
82 | Rectal wounds incurred in Vietnam | Miller RE, Sullivan FJ. | Mil Med | 1 | 1976 | −0.027 |
83 | Orofacial injuries and mouth guard use in elite commando fighters | Zadik Y, Levin L. | Mil Med | 11 | 2008 | −0.026 |
84 | Effect of vancomycin, streptomycin and tetracycline pulsating jet lavage on contaminated wounds | Cutright DE, Bhaskar SN, Gross A, Perez B, Beasley JD 3rd, Mulcahey DM. | Mil Med | 0 | 1971 | −0.026 |
85 | Clinical and radiological management of wartime eye and orbit injuries | Janković S, Zuljan I, Sapunar D, Buća A, Plestina-Borjan I. | Mil Med | 12 | 1998 | −0.025 |
86 | Long-term follow-up of unilateral transfemoral amputees from the Vietnam war | Dougherty PJ. | J Trauma | 56 | 2003 | −0.025 |
87 | Complications associated with prolonged tourniquet application on the battlefield | Dayan L, Zinmann C, Stahl S, Norman D. | Mil Med | 40 | 2008 | −0.025 |
88 | Implementation and execution of military forward resuscitation programs | Pasquier P, Dubost C, Nau A, Mérat S, Martinaud C. | Shock | 1 | 2014 | −0.025 |
89 | Suicide bombers form a new injury profile | Aharonson-Daniel L, Klein Y, Peleg K; ITG. | Ann Surg | 44 | 2006 | −0.025 |
90 | Simple derivation of the initial fluid rate for the resuscitation of severely burned adult combat casualties: in silico validation of the rule of 10 | Chung KK, Salinas J, Renz EM, Alvarado RA, King BT, Barillo DJ, et al. | J Trauma | 34 | 2010 | −0.025 |
91 | Incidence and severity of combat hand burns after All Army Activity message | Hedman TL, Renz EM, Richard RL, Quick CD, Dewey WS, Barillo DJ, et al. | J Trauma | 14 | 2008 | −0.024 |
92 | Mortality in Iraq | von Schreeb J, Rosling H, Garfield R. | Lancet | 6 | 2007 | −0.024 |
93 | Investigation of materials and methods for air delivery of whole blood and blood products | Shields CE, McPeak DW, Rothwell JC, Seeger GH, Camp FR Jr. | Mil Med | 0 | 1968 | −0.023 |
94 | Comparative study of cyanoacrylate and cross-linked gelatin compound in hemostasis of anticoagulated wound | Matsumoto T, Pani KC, Heisterkamp CA 3rd, Hamit HF. | Mil Med | 0 | 1969 | −0.022 |
95 | Resuscitation of severely burned military casualties: fluid begets more fluid | Chung KK, Wolf SE, Cancio LC, Alvarado R, Jones JA, McCorcle J, et al. | J Trauma | 63 | 2009 | −0.022 |
96 | Tactical surgical intervention with temporary shunting of peripheral vascular trauma sustained during Operation Iraqi Freedom: one unit’s experience | Chambers LW, Green DJ, Sample K, Gillingham BL, Rhee P, Brown C, et al. | J Trauma | 58 | 2006 | −0.020 |
97 | Incidence and epidemiology of combat injuries sustained during “the surge” portion of operation Iraqi Freedom by a US Army brigade combat team | Belmont PJ Jr, Goodman GP, Zacchilli M, Posner M, Evans C, Owens BD. | J Trauma | 116 | 2010 | −0.020 |
98 | Sanctions against Iraq | Ronsmans C, Campbell O. | Lancet | 1 | 1996 | −0.020 |
99 | Occlusion of the axillary artery complicating shoulder dislocation: case report | Lescher TJ, Andersen OS. | Mil Med | 0 | 1979 | −0.020 |
100 | Hindfoot injuries due to landmine blast accidents | Khan MT, Husain FN, Ahmed A. | Injury | 13 | 2002 | −0.020 |
Figure 1.
Distribution of research design of the top 100 disruptive military trauma surgery articles.
Figure 2.
Distribution of clinical focus of the top 100 disruptive military trauma surgery articles.
The publication distribution of the top developmental articles was similar, with 45% being published in Military Medicine and 28% published in Journal of Trauma. As with the top DR articles, the top DV articles were most commonly retrospective reviews (34%). The most developmental article was “Arterial repair during the Korean war” published in Annals of Surgery in 1954. This retrospective review of arterial repair and reconstruction helped lay the groundwork for later military vascular trauma research. However, the article was only the 29th most cited of the top DV articles. The most cited of the top DV articles was “The ratio of blood products transfused affects mortality in patients receiving massive transfusions at a combat support hospital” published in Journal of Trauma. Despite the high citation count (1006), this article was only the 34th most developmental.
The most cited article identified was “Mild traumatic brain injury in US soldiers returning from Iraq,” a survey study published in a 2008 edition of New England Journal of Medicine. This article identified a potential link between combat traumatic brain injury and post-deployment post-traumatic stress disorder. With a negative disruption score, this article was considered developmental. Upon review, 77% of the top CC articles had negative disruption scores and were thus classified as developmental. The top CC articles are most commonly published in trauma-specific journals, with 59% coming from Journal of Trauma and Journal of Trauma and Acute Care Surgery.
Only five of the top DR articles were also found among the top 100 CC articles. Identifying articles by disruption yielded a distinct sample compared to the top CC articles, as evidenced by a significant lack of correlation between disruption metrics and citation counts (r = −.134; p = 0.07) (Fig. 3). Nineteen articles were found on both the top DS and top CC lists. However, developmental scores (negative disruption scores) were only weakly correlated with citation count (r = 0.215; p = 0.003) (Fig. 4).
Figure 3.
Scatterplot of citation count by disruption scores of the top 100 most disruptive military trauma articles.
Figure 4.
Scatterplot of citation count by disruption scores of the top 100 most developmental military trauma articles.
DISCUSSION
This is the first use of a novel bibliometric analysis, the disruption score, to be applied to the military trauma literature. We identified the most 100 disruptive military trauma articles and compared them to the highest cited articles of the same research field. We also identified the most developmental articles in military trauma surgery. These were also compared with the most cited military trauma publications. The comparison showed that disruptive articles and highly cited articles are distinct entities with no strong correlation identified. Similarly, developmental and highly cited military trauma literature are not synonymous, as an article’s developmental score was only weakly correlated with citation count.
Bibliometric analysis has been developed to help identify and evaluate relevant academic literature.7,8 The ability to quantify academic literature has previously been fragmented, with some measures focusing on the author while other focus on the article. H-index and m-score measure the productivity of an individual researcher or academic institution.3,18,19 The “relative citation ratio” (RCR), is an enhanced citation-based score that attempts to compare the importance of a publication against is field of academia.20 While the RCR seems to overcome some potential analytic biases, it is not designed to explain how an article has influenced its field of associated literature. However, these scores can have significant professional impact and have been used as a surrogate for academic prowess.1,3,18 Using the disruption score can identify a different segment of academic literature that has been previously missed by conventional measures. in addition, the disruption can help qualify how work has influenced science by measuring its impact on disrupting previous dogma or solidifying developing thought. This article does not argue for one bibliometric analysis over another; rather, it merely identifies important military trauma literature previously overlooked by other measures of relevance.
This bibliometric technique has been previously applied to several other surgical subspecialties with interesting results. Sullivan and colleagues11 identified the most disruptive articles from the pediatric surgical literature. The authors found multiple articles describing early clinical outcomes and important surgical innovations that were not among their highest cited companions.11 Among these were articles by leaders in the historic and current field of pediatric surgery.11 Becerra et al.2 applied a similar technique in the evaluation of colorectal surgery. In addition to analyzing disruptive articles, they also identified the top developmental contributions to the colorectal field.2 As with the pediatric literature, the colorectal disruptive and developmental scores did not correlate highly with citation count.2,11
Important perspective on the trajectory of military trauma academia is gained by the evaluation of the top disruptive and developmental articles. The disruptive articles, those that are often cited separately from their own referenced work, can identify periods of paradigm shift and practice changes. The most disruptive article, “A profile of combat injury” describes factors associated with and related to battlefield injuries across multiple US military expeditions. In addition, the article identified key differences between battlefield and civilian injury patterns, with recommendations for improvement. The timing of this article likely impacts the disruption score: the article was submitted a mere 14 months after US soldiers were deployed to Afghanistan following the 9/11 terrorist attacks. The injury patterns and barriers to management identified by the article likely helped guide future decisions and research strategies throughout the more recent military campaigns. In addition, the second most disruptive article, “Lessons learned: Operation Anaconda,” focused on medical and logistical issues of the first major campaign into Afghanistan following the previously mentioned terrorist attacks. While this article is not highly cited, the combination of the top two disruptive articles sheds insight into the changing military trauma paradigm associated with the global war on terror. These important scientific articles that disrupted previously existing literature on these topics may be overlooked when using standard metrics such as the citation count or any of its derivative metrics that are primarily based on volume of citations.
Developmental military trauma surgery articles appear to affirm ideas, surgical techniques, and practices. For example, the most developmental, “Arterial repair during the Korean war,” described the combined experiences and outcomes of arterial injuries needing repair. Not long before its publication, ligation of vascular injuries was standard. World War II saw amputation rates approaching 36% after arterial repair was performed.21 However, the developmental article found only a 13% amputation rate following vascular repair during the Korean War. While this article did not change the paradigm, it served to further the notion that reconstruction and repair of combat arterial injuries is feasible.
There are limitations of this study that warrant mention. The database of disruption scores is limited to years 1954 to 2014. There are likely many disruptive articles on either side of the included years that have been missed in this analysis. Although it would be interesting to identify those missing articles, these capture dates have been used to evaluate other surgical subspecialties and we feel that 60 years encompasses a significant amount of military campaign literature worth analyzing. We also noted that a large number of disruptive articles were not considered highly scientific research. Becerra and colleagues2 also found this in their analysis of the colorectal literature. The authors argued that while more rigorously designed research endeavors may gain more citation traction, they often build upon literature that is difficult to supplant. Editorials, commentaries, and case reports may represent newer ideas supplanting previously cited literature. While this may be a limitation of using the disruption score as a sole method of identifying sentinel literature, we believe that it still yields identification of important thoughts that would otherwise be overlooked. The disruption score itself is not without significant limitations. Although it has been validated to identify impactful achievements,7 its mathematical application to surgical literature has the potential to identify disruptive articles without clinical impact. Articles with extremely low references may lead to misleadingly high disruption scores, especially if the article is not highly cited by others. Other advanced impact scoring systems, like RCR, may be better suited in that scenario. However, the addition of this score to other bibliometrics adds valuable insight into the clinical impact of an academic work. It should also be noted that bibliometric analytics are not adequately tailored to influence current military training protocols. The relevance of the disruption score is not realized immediately, as citations accumulate over time.
Solely using conventional bibliometric analysis of military trauma literature misses important historical and educational literature. Using the disruption score, we were able to identify unique literature that either enhanced or changed the medical thought at the time. This analysis, providing a unique historical assessment, enables previously overlooked military trauma literature to be properly recognized and appreciated. Moving forward, the disruption score should be included in the bibliometric armamentarium of how military trauma research is evaluated.
Supplementary Material
AUTHORSHIP
J.D. contributed in literature search, study design, data collection, data analysis, data interpretation, writing, and critical revision. S.G. participated in the study design, data collection, data interpretation, writing, and critical revision. R.B. participated in the study design, data interpretation, writing, and critical revision. E.W. participated in the study design, data interpretation, writing, and critical revision. A.G. participated in the contributed in study design, writing, and critical revision. K.M. participated in the contributed in study design, writing, and critical revision. M.S. participated in the contributed in study design, writing, and critical revision. K.I. participated in the contributed in study design, writing, and critical revision. M.M. participated in the contributed in literature search, study design, data collection, data analysis, data interpretation, writing, and critical revision.
DISCLOSURE
The authors declare no funding or conflicts of interest.
The views presented here are the authors and do not necessarily reflect those of the United States government, the Department of Defense, or the United States Army.
Footnotes
Supplemental digital content is available for this article. Direct URL citations appear in the printed text, and links to the digital files are provided in the HTML text of this article on the journal’s Web site (www.jtrauma.com).
Contributor Information
Shea Gallagher, Email: shea.gallagher@med.usc.edu.
Ryan Bram, Email: gmlaxman44@gmail.com.
Elliot Williams, Email: elliotcwilliams@gmail.com.
Areg Grigorian, Email: areg.grig@gmail.com.
Kazuhide Matsushima, Email: kazuhide.matsushima@med.usc.edu.
Morgan Schellenberg, Email: morgan.schellenberg@med.usc.edu.
Kenji Inaba, Email: kenji.inaba@med.usc.edu.
Matthew Martin, Email: matthew.martin@med.usc.edu.
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