Bibliometric Analysis in Finance
Sanjay Fuloria
25/03/2022
Bibliometric Analysis
Here, I am trying to conduct bibliometric analysis on the top 10 journal articles given by Dr. Satish.
library(bibliometrix)## Warning: package 'bibliometrix' was built under R version 4.1.2## To cite bibliometrix in publications, please use:
##
## Aria, M. & Cuccurullo, C. (2017) bibliometrix: An R-tool for comprehensive science mapping analysis,
## Journal of Informetrics, 11(4), pp 959-975, Elsevier.
##
##
## https://www.bibliometrix.org
##
##
## For information and bug reports:
## - Send an email to info@bibliometrix.org
## - Write a post on https://github.com/massimoaria/bibliometrix/issues
##
## Help us to keep Bibliometrix free to download and use by contributing with a small donation to support our research team (https://bibliometrix.org/donate.html)
##
##
## To start with the shiny web-interface, please digit:
## biblioshiny()library(bibliometrixData)
file <- "Top 10 Data.csv"
M<- convert2df(file, dbsource = "scopus", format = "csv")##
## Converting your scopus collection into a bibliographic dataframe
##
## Done!
##
##
## Generating affiliation field tag AU_UN from C1: Done!results <- biblioAnalysis(M, sep = ";")
S <- summary(object = results, k = 100, pause = FALSE)##
##
## MAIN INFORMATION ABOUT DATA
##
## Timespan 2002 : 2022
## Sources (Journals, Books, etc) 9
## Documents 14260
## Average years from publication 8.56
## Average citations per documents 50.85
## Average citations per year per doc 4.518
## References 404805
##
## DOCUMENT TYPES
## 9
## article 13125
## article in press 10
## conference paper 192
## editorial 197
## erratum 78
## letter 2
## note 34
## review 613
##
## DOCUMENT CONTENTS
## Keywords Plus (ID) 0
## Author's Keywords (DE) 16448
##
## AUTHORS
## Authors 13470
## Author Appearances 34775
## Authors of single-authored documents 1779
## Authors of multi-authored documents 11691
##
## AUTHORS COLLABORATION
## Single-authored documents 2320
## Documents per Author 1.06
## Authors per Document 0.945
## Co-Authors per Documents 2.44
## Collaboration Index 0.979
##
##
## Annual Scientific Production
##
## Year Articles
## 2002 330
## 2003 318
## 2004 387
## 2005 406
## 2006 454
## 2007 524
## 2008 583
## 2009 660
## 2010 686
## 2011 763
## 2012 709
## 2013 957
## 2014 865
## 2015 846
## 2016 801
## 2017 881
## 2018 911
## 2019 783
## 2020 978
## 2021 1290
## 2022 128
##
## Annual Percentage Growth Rate -4.624945
##
##
## Most Productive Authors
##
## Authors Articles Authors Articles Fractionalized
## 1 HASAN I 62 [NO AUTHOR NAME AVAILABLE] 37.00
## 2 WANG Y 53 MOSHIRIAN F 28.32
## 3 MASSA M 50 MASSA M 21.62
## 4 LI Y 48 WANG Y 19.53
## 5 WANG J 46 HASAN I 18.85
## 6 SUBRAHMANYAM A 45 LI Y 18.20
## 7 MOSHIRIAN F 43 WANG J 17.85
## 8 BERGER AN 41 THAKOR AV 17.67
## 9 CHEN Y 41 ZHANG Y 16.90
## 10 ZHANG H 41 WU Y 15.75
## 11 ZHANG L 41 BERGER AN 15.32
## 12 STULZ RM 40 SUBRAHMANYAM A 15.20
## 13 ZHANG Y 40 ZHANG L 15.03
## 14 ONGENA S 39 ZHANG H 14.95
## 15 CHEMMANUR TJ 38 ACHARYA VV 14.75
## 16 [NO AUTHOR NAME AVAILABLE] 37 STULZ RM 14.28
## 17 ACHARYA VV 37 CHEMMANUR TJ 14.15
## 18 GUEDHAMI O 37 WANG Z 13.70
## 19 LIN C 37 YANG J 13.45
## 20 SAUNDERS A 36 CHEN Y 13.43
## 21 YANG J 35 LIU Y 13.32
## 22 LAEVEN L 34 RENNEBOOG L 13.25
## 23 LI K 33 ONGENA S 13.18
## 24 LI X 33 LAEVEN L 13.08
## 25 WU Y 33 LI K 13.08
## 26 LIU Y 32 O'HARA M 12.83
## 27 RENNEBOOG L 32 CHEN Z 12.58
## 28 WANG Z 32 SAUNDERS A 12.40
## 29 BALI TG 31 BALI TG 12.25
## 30 CHEN Z 31 KUMAR A 12.08
## 31 HARFORD J 31 HARFORD J 12.08
## 32 ZHANG X 31 SPIEGEL M 11.92
## 33 NANDA V 30 LIN C 11.45
## 34 DEMIRGÜÇ-KUNT A 29 LI X 11.37
## 35 CHEN J 28 GIANNETTI M 11.17
## 36 CUMMING D 28 CAMPELLO M 11.00
## 37 JOHN K 28 CUMMING D 11.00
## 38 KUMAR A 28 LI J 10.92
## 39 WU C 28 HUANG J 10.83
## 40 BECK T 27 NANDA V 10.70
## 41 BOUBAKRI N 27 ZHANG X 10.70
## 42 HUANG J 26 WU L 10.50
## 43 LEVINE R 26 WANG W 10.45
## 44 LI D 26 ZHU H 10.33
## 45 O'HARA M 26 BECK T 10.33
## 46 ROLL R 26 DEMIRGÜÇ-KUNT A 10.20
## 47 WANG W 26 SANTOS JAC 10.17
## 48 YU J 26 HONG H 10.08
## 49 AGARWAL S 25 PAGANO M 10.08
## 50 EL GHOUL S 25 LEVINE R 10.00
## 51 FAFF R 25 WAGNER W 10.00
## 52 HIRSHLEIFER D 25 CHEN J 9.92
## 53 HONG H 25 ZECHNER J 9.92
## 54 PAGANO M 25 YU J 9.83
## 55 WANG Q 25 GUEDHAMI O 9.80
## 56 CAMPELLO M 24 ROLL R 9.78
## 57 CHORDIA T 24 HE Z 9.58
## 58 JACOBS K 24 HIRSHLEIFER D 9.58
## 59 THAKOR AV 24 JOHN K 9.58
## 60 ZECHNER J 24 LI D 9.58
## 61 ALLEN F 23 WEBER M 9.48
## 62 CHEN H 23 WU C 9.40
## 63 LI J 23 CHEN S-S 9.33
## 64 TITMAN S 23 BARTRAM SM 9.25
## 65 WANG C 23 TITMAN S 9.25
## 66 WEBER M 23 WANG C 9.17
## 67 ZHANG J 23 CHUNG KH 9.00
## 68 ZHOU G 23 KAROLYI GA 9.00
## 69 CHEN S-S 22 ZHANG C 8.92
## 70 FERREIRA MA 22 OFFICER MS 8.83
## 71 FERRIS SP 22 WHITED TM 8.83
## 72 GIANNETTI M 22 LIU X 8.75
## 73 KANG J-K 22 WANG Q 8.70
## 74 TEHRANIAN H 22 BOUBAKRI N 8.57
## 75 VERWIJMEREN P 22 MAIO P 8.50
## 76 WANG X 22 FAFF R 8.33
## 77 WEI KCJ 22 FAHLENBRACH R 8.33
## 78 WU L 22 GREENWOOD R 8.33
## 79 XU Y 22 LIU J 8.33
## 80 ZHU H 22 ZHOU G 8.33
## 81 CHRISTOFFERSEN P 21 WEI KCJ 8.25
## 82 CHUNG KH 21 XU Y 8.15
## 83 DELIS MD 21 CHORDIA T 8.12
## 84 GOLDSTEIN I 21 FERREIRA MA 8.08
## 85 GOYAL A 21 GOLDSTEIN I 8.08
## 86 LI H 21 LYANDRES E 8.08
## 87 PANTZALIS C 21 PANTZALIS C 8.08
## 88 WEISBACH MS 21 BESSEMBINDER H 8.00
## 89 ZHANG B 21 MASULIS RW 8.00
## 90 AKTAS N 20 VERWIJMEREN P 7.92
## 91 CHAN K 20 EDMANS A 7.83
## 92 FIORDELISI F 20 PASQUARIELLO P 7.83
## 93 GOERGEN M 20 CHEN H 7.78
## 94 LIU J 20 GOERGEN M 7.75
## 95 MASULIS RW 20 JACOBS K 7.75
## 96 SANTOS JAC 20 YERMACK D 7.75
## 97 SARNO L 20 FIORDELISI F 7.73
## 98 ZHANG C 20 GOYAL A 7.70
## 99 BEKAERT G 19 TIAN X 7.70
## 100 BROCKMAN P 19 FERRIS SP 7.67
##
##
## Top manuscripts per citations
##
## Paper DOI TC TCperYear NTC
## 1 PETERSEN MA, 2009, REV FINANC STUD 10.1093/rfs/hhn053 4975 355.4 48.59
## 2 AMIHUD Y, 2002, J FINANC MARK 10.1016/S1386-4181(01)00024-6 3583 170.6 28.42
## 3 LEUZ C, 2003, J FINANC ECON 10.1016/S0304-405X(03)00121-1 2383 119.2 19.82
## 4 ROCKAFELLAR RT, 2002, J BANK FINANC 10.1016/S0378-4266(02)00271-6 2105 100.2 16.69
## 5 VILLALONGA B, 2006, J FINANC ECON 10.1016/j.jfineco.2004.12.005 1953 114.9 19.32
## 6 ADAMS RB, 2009, J FINANC ECON 10.1016/j.jfineco.2008.10.007 1890 135.0 18.46
## 7 FAMA EF, 2015, J FINANC ECON-a 10.1016/j.jfineco.2014.10.010 1886 235.8 46.34
## 8 FACCIO M, 2002, J FINANC ECON 10.1016/S0304-405X(02)00146-0 1786 85.0 14.16
## 9 ALLEN F, 2005, J FINANC ECON 10.1016/j.jfineco.2004.06.010 1778 98.8 16.39
## 10 BRUNNERMEIER MK, 2009, REV FINANC STUD 10.1093/rfs/hhn098 1704 121.7 16.64
## 11 DJANKOV S, 2008, J FINANC ECON 10.1016/j.jfineco.2007.02.007 1611 107.4 16.75
## 12 BARBER BM, 2008, REV FINANC STUD 10.1093/rfs/hhm079 1554 103.6 16.16
## 13 RAJAN RG, 2003, J FINANC ECON 10.1016/S0304-405X(03)00125-9 1520 76.0 12.64
## 14 BEBCHUK L, 2009, REV FINANC STUD 10.1093/rfs/hhn099 1449 103.5 14.15
## 15 LAEVEN L, 2009, J FINANC ECON 10.1016/j.jfineco.2008.09.003 1349 96.4 13.17
## 16 FAMA EF, 2002, REV FINANC STUD 10.1093/rfs/15.1.1 1320 62.9 10.47
## 17 DEMIGUEL V, 2009, REV FINANC STUD 10.1093/rfs/hhm075 1317 94.1 12.86
## 18 WELCH I, 2008, REV FINANC STUD 10.1093/rfs/hhm014 1304 86.9 13.56
## 19 COLES JL, 2008, J FINANC ECON 10.1016/j.jfineco.2006.08.008 1266 84.4 13.17
## 20 FAN JPH, 2007, J FINANC ECON 10.1016/j.jfineco.2006.03.008 1251 78.2 14.29
## 21 XIE B, 2003, J CORP FINANC 10.1016/S0929-1199(02)00006-8 1201 60.0 9.99
## 22 COLES JL, 2006, J FINANC ECON 10.1016/j.jfineco.2004.09.004 1124 66.1 11.12
## 23 MALMENDIER U, 2008, J FINANC ECON 10.1016/j.jfineco.2007.07.002 1099 73.3 11.43
## 24 DJANKOV S, 2007, J FINANC ECON 10.1016/j.jfineco.2006.03.004 1089 68.1 12.44
## 25 ACHARYA VV, 2005, J FINANC ECON 10.1016/j.jfineco.2004.06.007 1089 60.5 10.04
## 26 MOELLER SB, 2004, J FINANC ECON 10.1016/j.jfineco.2003.07.002 1079 56.8 10.97
## 27 WINTOKI MB, 2012, J FINANC ECON 10.1016/j.jfineco.2012.03.005 1063 96.6 17.34
## 28 BARTH JR, 2004, J FINANC INTERMEDIATION 10.1016/j.jfi.2003.06.002 1029 54.2 10.47
## 29 IVASHINA V, 2010, J FINANC ECON 10.1016/j.jfineco.2009.12.001 1023 78.7 13.04
## 30 HADLOCK CJ, 2010, REV FINANC STUD 10.1093/rfs/hhq009 994 76.5 12.67
## 31 EL GHOUL S, 2011, J BANK FINANC 10.1016/j.jbankfin.2011.02.007 993 82.8 14.30
## 32 CAMPBELL JY, 2008, REV FINANC STUD 10.1093/rfs/hhm055 972 64.8 10.11
## 33 BERGSTRESSER D, 2006, J FINANC ECON 10.1016/j.jfineco.2004.10.011 944 55.5 9.34
## 34 VAN ROOIJ M, 2011, J FINANC ECON 10.1016/j.jfineco.2011.03.006 937 78.1 13.50
## 35 SHLEIFER A, 2003, J FINANC ECON 10.1016/S0304-405X(03)00211-3 924 46.2 7.68
## 36 BRAV A, 2005, J FINANC ECON 10.1016/j.jfineco.2004.07.004 922 51.2 8.50
## 37 JIN L, 2006, J FINANC ECON-a 10.1016/j.jfineco.2004.11.003 919 54.1 9.09
## 38 BILLIO M, 2012, J FINANC ECON 10.1016/j.jfineco.2011.12.010 882 80.2 14.39
## 39 WHITED TM, 2006, REV FINANC STUD 10.1093/rfs/hhj012 878 51.6 8.69
## 40 BECK T, 2004, J BANK FINANC 10.1016/S0378-4266(02)00408-9 875 46.1 8.90
## 41 FRANK MZ, 2003, J FINANC ECON 10.1016/S0304-405X(02)00252-0 868 43.4 7.22
## 42 KLAPPER LF, 2004, J CORP FINANC 10.1016/S0929-1199(03)00046-4 850 44.7 8.65
## 43 LINCK JS, 2008, J FINANC ECON 10.1016/j.jfineco.2007.03.004 834 55.6 8.67
## 44 BEKAERT G, 2005, J FINANC ECON 10.1016/j.jfineco.2004.05.007 833 46.3 7.68
## 45 DITTMAR A, 2007, J FINANC ECON 10.1016/j.jfineco.2005.12.006 824 51.5 9.41
## 46 ANDERSON RC, 2003, J FINANC ECON 10.1016/S0304-405X(03)00067-9 808 40.4 6.72
## 47 DOIDGE C, 2004, J FINANC ECON-a 10.1016/S0304-405X(03)00183-1 803 42.3 8.17
## 48 CAMPELLO M, 2010, J FINANC ECON 10.1016/j.jfineco.2010.02.009 799 61.5 10.19
## 49 FLANNERY MJ, 2006, J FINANC ECON 10.1016/j.jfineco.2005.03.004 794 46.7 7.85
## 50 BECK T, 2006, J BANK FINANC-a 10.1016/j.jbankfin.2006.05.009 790 46.5 7.81
## 51 STULZ RM, 2003, J FINANC ECON 10.1016/S0304-405X(03)00173-9 788 39.4 6.55
## 52 JOHNSON S, 2003, J FINANC ECON 10.1016/S0304-405X(02)00255-6 776 38.8 6.45
## 53 BERGER AN, 2006, J BANK FINANC 10.1016/j.jbankfin.2006.05.008 768 45.2 7.60
## 54 HUTTON AP, 2009, J FINANC ECON 10.1016/j.jfineco.2008.10.003 763 54.5 7.45
## 55 ANG A, 2002, REV FINANC STUD 10.1093/rfs/15.4.1137 758 36.1 6.01
## 56 FAMA EF, 2012, J FINANC ECON 10.1016/j.jfineco.2012.05.011 755 68.6 12.32
## 57 BOONE AL, 2007, J FINANC ECON 10.1016/j.jfineco.2006.05.004 751 46.9 8.58
## 58 MITTON T, 2002, J FINAN ECON 10.1016/S0304-405X(02)00076-4 749 35.7 5.94
## 59 BERGER AN, 2005, J FINANC ECON 10.1016/j.jfineco.2004.06.003 746 41.4 6.88
## 60 PAN J, 2002, J FINANC ECON 10.1016/S0304-405X(01)00088-5 746 35.5 5.92
## 61 BAUR DG, 2010, J BANK FINANC 10.1016/j.jbankfin.2009.12.008 746 57.4 9.51
## 62 BHAGAT S, 2008, J CORP FINANC 10.1016/j.jcorpfin.2008.03.006 740 49.3 7.70
## 63 DENIS DK, 2003, J FINANC QUANT ANAL 10.2307/4126762 736 36.8 6.12
## 64 FERREIRA MA, 2008, J FINANC ECON 10.1016/j.jfineco.2007.07.003 726 48.4 7.55
## 65 ANG A, 2002, J FINAN ECON 10.1016/S0304-405X(02)00068-5 721 34.3 5.72
## 66 CHEN X, 2007, J FINANC ECON 10.1016/j.jfineco.2006.09.005 709 44.3 8.10
## 67 ADRIAN T, 2010, J FINANC INTERMEDIATION 10.1016/j.jfi.2008.12.002 708 54.5 9.03
## 68 HONG H, 2009, J FINANC ECON 10.1016/j.jfineco.2008.09.001 707 50.5 6.90
## 69 MILLER D, 2007, J CORP FINANC 10.1016/j.jcorpfin.2007.03.004 705 44.1 8.05
## 70 ACERBI C, 2002, J BANK FINANC 10.1016/S0378-4266(02)00283-2 703 33.5 5.58
## 71 CLAESSENS S, 2008, J FINANC ECON 10.1016/j.jfineco.2006.11.003 691 46.1 7.19
## 72 HARFORD J, 2008, J FINANC ECON 10.1016/j.jfineco.2007.04.002 678 45.2 7.05
## 73 STAMBAUGH RF, 2012, J FINANC ECON 10.1016/j.jfineco.2011.12.001 676 61.5 11.03
## 74 BHARATH ST, 2008, REV FINANC STUD 10.1093/rfs/hhn044 668 44.5 6.95
## 75 ADAMS RB, 2005, REV FINANC STUD 10.1093/rfs/hhi030 668 37.1 6.16
## 76 DESAI MA, 2006, J FINANC ECON 10.1016/j.jfineco.2005.02.002 659 38.8 6.52
## 77 RENNEBOOG L, 2008, J BANK FINANC 10.1016/j.jbankfin.2007.12.039 658 43.9 6.84
## 78 PÁSTOR Ľ, 2013, J FINANC ECON 10.1016/j.jfineco.2013.08.007 652 65.2 13.41
## 79 KLAPPER L, 2006, J FINANC ECON 10.1016/j.jfineco.2005.09.006 648 38.1 6.41
## 80 CHEN S, 2010, J FINANC ECON 10.1016/j.jfineco.2009.02.003 646 49.7 8.24
## 81 DEANGELO H, 2006, J FINANC ECON 10.1016/j.jfineco.2005.07.005 644 37.9 6.37
## 82 BECK T, 2013, J BANK FINANC 10.1016/j.jbankfin.2012.09.016 643 64.3 13.23
## 83 GORTON G, 2012, J FINANC ECON 10.1016/j.jfineco.2011.03.016 634 57.6 10.34
## 84 LOUGHRAN T, 2002, REV FINANC STUD 10.1093/rfs/15.2.413 628 29.9 4.98
## 85 KIM J-B, 2011, J FINANC ECON-a 10.1016/j.jfineco.2010.07.007 628 52.3 9.05
## 86 DOIDGE C, 2007, J FINANC ECON 10.1016/j.jfineco.2006.09.002 620 38.8 7.08
## 87 HOU K, 2015, REV FINANC STUD 10.1093/rfs/hhu068 616 77.0 15.14
## 88 GULEN H, 2016, REV FINANC STUD 10.1093/rfs/hhv050 613 87.6 20.08
## 89 FRAZZINI A, 2014, J FINANC ECON 10.1016/j.jfineco.2013.10.005 607 67.4 15.17
## 90 DITTMAR A, 2003, J FINANC QUANT ANAL 10.2307/4126766 599 29.9 4.98
## 91 YU F(F), 2008, J FINANC ECON 10.1016/j.jfineco.2007.05.008 599 39.9 6.23
## 92 GOSS A, 2011, J BANK FINANC 10.1016/j.jbankfin.2010.12.002 596 49.7 8.59
## 93 ANG A, 2009, J FINANC ECON 10.1016/j.jfineco.2007.12.005 594 42.4 5.80
## 94 THOMPSON SB, 2011, J FINANC ECON 10.1016/j.jfineco.2010.08.016 592 49.3 8.53
## 95 BECK T, 2006, J BANK FINANC-a-b 10.1016/j.jbankfin.2005.05.010 592 34.8 5.86
## 96 NOVY-MARX R, 2013, J FINANC ECON 10.1016/j.jfineco.2013.01.003 591 59.1 12.16
## 97 FAULKENDER M, 2006, REV FINANC STUD 10.1093/rfs/hhj003 589 34.6 5.83
## 98 BELTRATTI A, 2012, J FINANC ECON 10.1016/j.jfineco.2011.12.005 589 53.5 9.61
## 99 BOLLERSLEV T, 2009, REV FINANC STUD 10.1093/rfs/hhp008 588 42.0 5.74
## 100 LINS KV, 2003, J FINANC QUANT ANAL 10.2307/4126768 588 29.4 4.89
##
##
## Corresponding Author's Countries
##
## Country Articles Freq SCP MCP MCP_Ratio
## 1 USA 5789 4.89e-01 4314 1475 0.255
## 2 UNITED KINGDOM 947 8.00e-02 498 449 0.474
## 3 CHINA 563 4.76e-02 275 288 0.512
## 4 GERMANY 555 4.69e-02 361 194 0.350
## 5 CANADA 498 4.21e-02 232 266 0.534
## 6 AUSTRALIA 439 3.71e-02 247 192 0.437
## 7 FRANCE 329 2.78e-02 179 150 0.456
## 8 NETHERLANDS 309 2.61e-02 152 157 0.508
## 9 ITALY 285 2.41e-02 170 115 0.404
## 10 SWITZERLAND 261 2.21e-02 127 134 0.513
## 11 HONG KONG 257 2.17e-02 95 162 0.630
## 12 SPAIN 185 1.56e-02 136 49 0.265
## 13 SINGAPORE 138 1.17e-02 55 83 0.601
## 14 KOREA 116 9.80e-03 63 53 0.457
## 15 FINLAND 94 7.94e-03 64 30 0.319
## 16 BELGIUM 82 6.93e-03 43 39 0.476
## 17 DENMARK 81 6.84e-03 39 42 0.519
## 18 SWEDEN 78 6.59e-03 39 39 0.500
## 19 ISRAEL 77 6.51e-03 32 45 0.584
## 20 JAPAN 77 6.51e-03 63 14 0.182
## 21 NORWAY 75 6.34e-03 43 32 0.427
## 22 NEW ZEALAND 69 5.83e-03 36 33 0.478
## 23 AUSTRIA 65 5.49e-03 36 29 0.446
## 24 GREECE 64 5.41e-03 39 25 0.391
## 25 BRAZIL 61 5.15e-03 43 18 0.295
## 26 PORTUGAL 54 4.56e-03 27 27 0.500
## 27 IRELAND 34 2.87e-03 19 15 0.441
## 28 CHILE 29 2.45e-03 10 19 0.655
## 29 TURKEY 26 2.20e-03 15 11 0.423
## 30 GEORGIA 24 2.03e-03 17 7 0.292
## 31 CZECH REPUBLIC 21 1.77e-03 10 11 0.524
## 32 CYPRUS 20 1.69e-03 10 10 0.500
## 33 LUXEMBOURG 14 1.18e-03 4 10 0.714
## 34 LEBANON 10 8.45e-04 3 7 0.700
## 35 MEXICO 10 8.45e-04 7 3 0.300
## 36 THAILAND 10 8.45e-04 2 8 0.800
## 37 INDIA 9 7.60e-04 2 7 0.778
## 38 POLAND 9 7.60e-04 5 4 0.444
## 39 COLOMBIA 8 6.76e-04 1 7 0.875
## 40 HUNGARY 7 5.91e-04 2 5 0.714
## 41 ARGENTINA 6 5.07e-04 0 6 1.000
## 42 JORDAN 6 5.07e-04 5 1 0.167
## 43 MALAYSIA 6 5.07e-04 1 5 0.833
## 44 SLOVENIA 5 4.22e-04 1 4 0.800
## 45 SOUTH AFRICA 5 4.22e-04 3 2 0.400
## 46 INDONESIA 3 2.53e-04 1 2 0.667
## 47 SAUDI ARABIA 3 2.53e-04 1 2 0.667
## 48 CROATIA 2 1.69e-04 2 0 0.000
## 49 LIECHTENSTEIN 2 1.69e-04 0 2 1.000
## 50 PHILIPPINES 2 1.69e-04 1 1 0.500
## 51 ROMANIA 2 1.69e-04 0 2 1.000
## 52 URUGUAY 2 1.69e-04 0 2 1.000
## 53 BOSNIA 1 8.45e-05 1 0 0.000
## 54 BULGARIA 1 8.45e-05 0 1 1.000
## 55 ESTONIA 1 8.45e-05 1 0 0.000
## 56 KENYA 1 8.45e-05 1 0 0.000
## 57 KUWAIT 1 8.45e-05 0 1 1.000
## 58 LATVIA 1 8.45e-05 0 1 1.000
## 59 OMAN 1 8.45e-05 0 1 1.000
## 60 RWANDA 1 8.45e-05 0 1 1.000
## 61 SERBIA 1 8.45e-05 0 1 1.000
## 62 TRINIDAD AND TOBAGO 1 8.45e-05 0 1 1.000
## 63 TUNISIA 1 8.45e-05 0 1 1.000
## 64 VIETNAM 1 8.45e-05 1 0 0.000
##
##
## SCP: Single Country Publications
##
## MCP: Multiple Country Publications
##
##
## Total Citations per Country
##
## Country Total Citations Average Article Citations
## 1 USA 433425 74.9
## 2 UNITED KINGDOM 37445 39.5
## 3 CANADA 21972 44.1
## 4 GERMANY 16783 30.2
## 5 HONG KONG 16148 62.8
## 6 AUSTRALIA 15952 36.3
## 7 NETHERLANDS 15479 50.1
## 8 CHINA 15215 27.0
## 9 FRANCE 13417 40.8
## 10 ITALY 11366 39.9
## 11 SWITZERLAND 8960 34.3
## 12 SPAIN 8527 46.1
## 13 SINGAPORE 6497 47.1
## 14 KOREA 3636 31.3
## 15 BELGIUM 3520 42.9
## 16 SWEDEN 3321 42.6
## 17 NEW ZEALAND 3270 47.4
## 18 FINLAND 3154 33.6
## 19 GREECE 3153 49.3
## 20 NORWAY 2805 37.4
## 21 ISRAEL 2653 34.5
## 22 DENMARK 2623 32.4
## 23 PORTUGAL 2443 45.2
## 24 AUSTRIA 1942 29.9
## 25 JAPAN 1830 23.8
## 26 GEORGIA 1591 66.3
## 27 BRAZIL 1316 21.6
## 28 IRELAND 1091 32.1
## 29 CZECH REPUBLIC 800 38.1
## 30 TURKEY 776 29.8
## 31 LEBANON 592 59.2
## 32 MALAYSIA 544 90.7
## 33 ARGENTINA 523 87.2
## 34 MEXICO 451 45.1
## 35 CHILE 435 15.0
## 36 LUXEMBOURG 337 24.1
## 37 CYPRUS 292 14.6
## 38 POLAND 224 24.9
## 39 INDIA 198 22.0
## 40 HUNGARY 157 22.4
## 41 SLOVENIA 140 28.0
## 42 SAUDI ARABIA 137 45.7
## 43 THAILAND 126 12.6
## 44 JORDAN 122 20.3
## 45 COLOMBIA 100 12.5
## 46 INDONESIA 87 29.0
## 47 SOUTH AFRICA 72 14.4
## 48 CROATIA 69 34.5
## 49 LATVIA 62 62.0
## 50 OMAN 61 61.0
## 51 PHILIPPINES 43 21.5
## 52 VIETNAM 43 43.0
## 53 URUGUAY 37 18.5
## 54 KENYA 35 35.0
## 55 KUWAIT 35 35.0
## 56 TRINIDAD AND TOBAGO 14 14.0
## 57 LIECHTENSTEIN 9 4.5
## 58 SERBIA 7 7.0
## 59 TUNISIA 6 6.0
## 60 BOSNIA 3 3.0
## 61 ESTONIA 3 3.0
## 62 ROMANIA 3 1.5
## 63 RWANDA 1 1.0
## 64 BULGARIA 0 0.0
##
##
## Most Relevant Sources
##
## Sources Articles
## 1 JOURNAL OF BANKING AND FINANCE 4427
## 2 JOURNAL OF FINANCIAL ECONOMICS 2334
## 3 JOURNAL OF CORPORATE FINANCE 1870
## 4 REVIEW OF FINANCIAL STUDIES 1865
## 5 JOURNAL OF FINANCIAL AND QUANTITATIVE ANALYSIS 1196
## 6 JOURNAL OF FINANCIAL STABILITY 828
## 7 REVIEW OF FINANCE 690
## 8 JOURNAL OF FINANCIAL INTERMEDIATION 526
## 9 JOURNAL OF FINANCIAL MARKETS 524
##
##
## Most Relevant Keywords
##
## Author Keywords (DE) Articles Keywords-Plus (ID) Articles
## 1 CORPORATE GOVERNANCE 525 1 NA
## 2 LIQUIDITY 305 2 NA
## 3 FINANCIAL CRISIS 279 3 NA
## 4 CAPITAL STRUCTURE 229 4 NA
## 5 BANKS 206 5 NA
## 6 SYSTEMIC RISK 198 6 NA
## 7 CREDIT RISK 176 7 NA
## 8 MERGERS AND ACQUISITIONS 163 8 NA
## 9 ASSET PRICING 161 9 NA
## 10 MUTUAL FUNDS 157 10 NA
## 11 MARKET EFFICIENCY 156 11 NA
## 12 EXECUTIVE COMPENSATION 154 12 NA
## 13 BANKING 150 13 NA
## 14 REGULATION 141 14 NA
## 15 MONETARY POLICY 132 15 NA
## 16 FINANCIAL STABILITY 125 16 NA
## 17 INFORMATION ASYMMETRY 125 17 NA
## 18 VENTURE CAPITAL 124 18 NA
## 19 INVESTMENT 119 19 NA
## 20 RISK MANAGEMENT 118 20 NA
## 21 INSTITUTIONAL INVESTORS 116 21 NA
## 22 G12 112 22 NA
## 23 CHINA 108 23 NA
## 24 PERFORMANCE 108 24 NA
## 25 HEDGE FUNDS 104 25 NA
## 26 RETURN PREDICTABILITY 103 26 NA
## 27 ASYMMETRIC INFORMATION 100 27 NA
## 28 G32 98 28 NA
## 29 CONTAGION 97 29 NA
## 30 BANK REGULATION 94 30 NA
## 31 VOLATILITY 94 31 NA
## 32 DIVERSIFICATION 93 32 NA
## 33 LEVERAGE 92 33 NA
## 34 FINANCIAL CRISES 89 34 NA
## 35 COMPETITION 87 35 NA
## 36 OWNERSHIP STRUCTURE 85 36 NA
## 37 MARKET MICROSTRUCTURE 84 37 NA
## 38 G34 83 38 NA
## 39 FIRM VALUE 82 39 NA
## 40 CASH HOLDINGS 81 40 NA
## 41 FINANCIAL CONSTRAINTS 81 41 NA
## 42 HEDGING 80 42 NA
## 43 G11 79 43 NA
## 44 G14 79 44 NA
## 45 BANKRUPTCY 78 45 NA
## 46 INNOVATION 78 46 NA
## 47 FIRM PERFORMANCE 77 47 NA
## 48 G21 77 48 NA
## 49 INITIAL PUBLIC OFFERINGS 77 49 NA
## 50 INSIDER TRADING 77 50 NA
## 51 RISK 77 51 NA
## 52 PRIVATE EQUITY 76 52 NA
## 53 EMERGING MARKETS 74 53 NA
## 54 EARNINGS MANAGEMENT 73 54 NA
## 55 EVENT STUDY 72 55 NA
## 56 GOVERNANCE 72 56 NA
## 57 IPO 72 57 NA
## 58 UNDERPRICING 72 58 NA
## 59 BEHAVIORAL FINANCE 71 59 NA
## 60 LIQUIDITY RISK 71 60 NA
## 61 MOMENTUM 71 61 NA
## 62 VALUE-AT-RISK 71 62 NA
## 63 PORTFOLIO CHOICE 70 63 NA
## 64 PRICE DISCOVERY 70 64 NA
## 65 ACQUISITIONS 69 65 NA
## 66 PRIVATIZATION 69 66 NA
## 67 COLLATERAL 68 67 NA
## 68 BANK LENDING 66 68 NA
## 69 CREDIT RATINGS 66 69 NA
## 70 DIVIDENDS 65 70 NA
## 71 MERGERS 64 71 NA
## 72 EFFICIENCY 63 72 NA
## 73 HOUSEHOLD FINANCE 63 73 NA
## 74 MONITORING 63 74 NA
## 75 CORPORATE SOCIAL RESPONSIBILITY 61 75 NA
## 76 FINANCIAL DEVELOPMENT 61 76 NA
## 77 FINANCIAL DISTRESS 61 77 NA
## 78 STOCK RETURNS 61 78 NA
## 79 AGENCY COSTS 60 79 NA
## 80 INFORMED TRADING 60 80 NA
## 81 PAYOUT POLICY 60 81 NA
## 82 CAPITAL REQUIREMENTS 56 82 NA
## 83 DISCLOSURE 56 83 NA
## 84 PREDICTABILITY 56 84 NA
## 85 CREDIT DEFAULT SWAPS 55 85 NA
## 86 MARKET TIMING 55 86 NA
## 87 BOARD OF DIRECTORS 54 87 NA
## 88 RISK-TAKING 54 88 NA
## 89 DEPOSIT INSURANCE 53 89 NA
## 90 SHORT SELLING 53 90 NA
## 91 INVESTOR SENTIMENT 52 91 NA
## 92 MARKET DISCIPLINE 52 92 NA
## 93 CEO TURNOVER 51 93 NA
## 94 INSTITUTIONS 51 94 NA
## 95 MORAL HAZARD 51 95 NA
## 96 OWNERSHIP 50 96 NA
## 97 CORPORATE BONDS 49 97 NA
## 98 DEFAULT RISK 49 98 NA
## 99 IMPLIED VOLATILITY 49 99 NA
## 100 OPTIONS 49 100 NAplot(x = results, k = 10, pause = FALSE)
