Review of Behavioral Finance

Emerald
Emerald
ISSN: 19405979, 19405987
SCImago
Q2
WOS
Q2
Impact factor
1.9
SJR
0.484
CiteScore
4.7
Categories
Accounting
Finance
Strategy and Management
Areas
Business, Management and Accounting
Economics, Econometrics and Finance
Years of issue
2009-2024
Publications
344
Citations
2 634
h-index
26
Publications
244
Citations
2 332
Top-3 citing journals
Top-3 organizations
Al Akhawayn University
Al Akhawayn University (5 publications)
Old Dominion University
Old Dominion University (5 publications)
Newcastle University
Newcastle University (3 publications)
Al Akhawayn University
Al Akhawayn University (4 publications)
University of Sfax
University of Sfax (3 publications)
ADA university
ADA university (2 publications)
Top-3 countries
USA (31 publications)
United Kingdom (24 publications)
Australia (9 publications)
USA (12 publications)
India (8 publications)
United Kingdom (6 publications)

Most cited in 5 years

Found 
from chars
Publications found: 0

Top-100

Citing journals

50
100
150
200
250
Review of Behavioral Finance
201 citations, 7.63%
SSRN Electronic Journal
74 citations, 2.81%
Qualitative Research in Financial Markets
60 citations, 2.28%
International Review of Financial Analysis
54 citations, 2.05%
Journal of Behavioral and Experimental Finance
53 citations, 2.01%
Research in International Business and Finance
46 citations, 1.75%
Cogent Economics and Finance
44 citations, 1.67%
Journal of Risk and Financial Management
39 citations, 1.48%
Sustainability
38 citations, 1.44%
Finance Research Letters
29 citations, 1.1%
Journal of Behavioral Finance
28 citations, 1.06%
Investment Management and Financial Innovations
27 citations, 1.03%
North American Journal of Economics and Finance
27 citations, 1.03%
International Journal of Emerging Markets
25 citations, 0.95%
International Journal of Bank Marketing
25 citations, 0.95%
Frontiers in Psychology
23 citations, 0.87%
Managerial Finance
22 citations, 0.84%
Studies in Economics and Finance
22 citations, 0.84%
Financial Innovation
22 citations, 0.84%
International Review of Economics and Finance
19 citations, 0.72%
International Journal of Financial Studies
19 citations, 0.72%
Heliyon
19 citations, 0.72%
Applied Economics
18 citations, 0.68%
European Journal of Finance
18 citations, 0.68%
Vision
17 citations, 0.65%
Cogent Business and Management
15 citations, 0.57%
Asia-Pacific Financial Markets
15 citations, 0.57%
Borsa Istanbul Review
14 citations, 0.53%
Energy Economics
13 citations, 0.49%
Journal of Advances in Management Research
13 citations, 0.49%
Risks
13 citations, 0.49%
Quality and Quantity
13 citations, 0.49%
SAGE Open
13 citations, 0.49%
Journal of Banking and Finance
13 citations, 0.49%
Journal of Economic Behavior and Organization
13 citations, 0.49%
Finance: Theory and Practice
13 citations, 0.49%
Journal of Financial Services Marketing
12 citations, 0.46%
Journal of International Financial Markets, Institutions and Money
12 citations, 0.46%
FIIB Business Review
12 citations, 0.46%
Journal of Economic and Administrative Sciences
12 citations, 0.46%
Technological Forecasting and Social Change
11 citations, 0.42%
IIMB Management Review
11 citations, 0.42%
Pacific Basin Finance Journal
11 citations, 0.42%
International Journal of Social Economics
10 citations, 0.38%
Journal of Business Research
9 citations, 0.34%
International Journal of Housing Markets and Analysis
9 citations, 0.34%
International Journal of Finance and Economics
9 citations, 0.34%
Studies in Systems, Decision and Control
9 citations, 0.34%
Journal of Risk Finance
9 citations, 0.34%
Economic Research-Ekonomska Istrazivanja
9 citations, 0.34%
Resources Policy
9 citations, 0.34%
China Finance Review International
9 citations, 0.34%
Journal of Islamic Accounting and Business Research
9 citations, 0.34%
International Journal of Research in Business and Social Science (2147-4478)
9 citations, 0.34%
Management Review Quarterly
8 citations, 0.3%
Economic Analysis and Policy
8 citations, 0.3%
International Journal of Islamic and Middle Eastern Finance and Management
8 citations, 0.3%
Mathematics
8 citations, 0.3%
Economies
8 citations, 0.3%
Kybernetes
8 citations, 0.3%
Management Decision
8 citations, 0.3%
Journal of Economics, Finance and Administrative Science
8 citations, 0.3%
F1000Research
8 citations, 0.3%
Journal of Behavioral and Experimental Economics
8 citations, 0.3%
Handbook of Research on In-Country Determinants and Implications of Foreign Land Acquisitions
8 citations, 0.3%
Journal of Cleaner Production
7 citations, 0.27%
Journal of Computer Information Systems
7 citations, 0.27%
Journal of Retailing and Consumer Services
7 citations, 0.27%
International Journal of Consumer Studies
7 citations, 0.27%
Global Finance Journal
7 citations, 0.27%
Emerging Markets Finance and Trade
6 citations, 0.23%
Studies in Computational Intelligence
6 citations, 0.23%
Investment Analysts Journal
6 citations, 0.23%
Review of Accounting and Finance
6 citations, 0.23%
Corporate Social Responsibility and Environmental Management
6 citations, 0.23%
Business Strategy and the Environment
6 citations, 0.23%
Acta Psychologica
6 citations, 0.23%
Journal of Business Economics and Management
6 citations, 0.23%
Business Perspectives and Research
6 citations, 0.23%
International Journal of Managerial Finance
6 citations, 0.23%
Environmental Science and Pollution Research
6 citations, 0.23%
Quantitative Finance and Economics
6 citations, 0.23%
Asian Journal of Accounting Research
6 citations, 0.23%
Journal of Economic Studies
5 citations, 0.19%
Journal of Accounting and Organizational Change
5 citations, 0.19%
Annals of Operations Research
5 citations, 0.19%
Pacific Accounting Review
5 citations, 0.19%
Global Business Review
5 citations, 0.19%
Personality and Individual Differences
5 citations, 0.19%
Journal of the Knowledge Economy
5 citations, 0.19%
Physica A: Statistical Mechanics and its Applications
5 citations, 0.19%
Journal of Business and Industrial Marketing
5 citations, 0.19%
Lecture Notes in Networks and Systems
5 citations, 0.19%
Journal of Empirical Finance
5 citations, 0.19%
Journal of Open Innovation: Technology, Market, and Complexity
5 citations, 0.19%
Computational Economics
5 citations, 0.19%
EuroMed Journal of Business
5 citations, 0.19%
Quarterly Review of Economics and Finance
5 citations, 0.19%
PLoS ONE
5 citations, 0.19%
Financial Planning Review
5 citations, 0.19%
50
100
150
200
250

Citing publishers

100
200
300
400
500
600
700
Emerald
664 citations, 25.21%
Elsevier
564 citations, 21.41%
Springer Nature
274 citations, 10.4%
Taylor & Francis
216 citations, 8.2%
MDPI
172 citations, 6.53%
Wiley
120 citations, 4.56%
SAGE
104 citations, 3.95%
Social Science Electronic Publishing
58 citations, 2.2%
IGI Global
37 citations, 1.4%
Frontiers Media S.A.
35 citations, 1.33%
LLC CPC Business Perspectives
29 citations, 1.1%
Institute of Electrical and Electronics Engineers (IEEE)
25 citations, 0.95%
Walter de Gruyter
24 citations, 0.91%
Financial University under the Government of the Russian Federation
16 citations, 0.61%
Virtus Interpress
14 citations, 0.53%
World Scientific
13 citations, 0.49%
Borsa Istanbul Anonim Sirketi
11 citations, 0.42%
Center for Strategic Studies in Business and Finance SSBFNET
9 citations, 0.34%
Cambridge University Press
8 citations, 0.3%
Hindawi Limited
8 citations, 0.3%
Centre for Evaluation in Education and Science (CEON/CEES)
8 citations, 0.3%
F1000 Research
8 citations, 0.3%
Public Library of Science (PLoS)
7 citations, 0.27%
Association for Computing Machinery (ACM)
7 citations, 0.27%
American Institute of Mathematical Sciences (AIMS)
6 citations, 0.23%
South Florida Publishing LLC
6 citations, 0.23%
EDP Sciences
5 citations, 0.19%
Vilnius Gediminas Technical University
5 citations, 0.19%
Kiel Institute for the World Economy
4 citations, 0.15%
Vilnius University Press
4 citations, 0.15%
Scientific Research Publishing
4 citations, 0.15%
Research Square Platform LLC
4 citations, 0.15%
MIT Press
3 citations, 0.11%
3 citations, 0.11%
Alexandru Ioan Cuza - University of Iasi
3 citations, 0.11%
Catholic University of Colombia
3 citations, 0.11%
CAIRN
3 citations, 0.11%
Oxford University Press
2 citations, 0.08%
IOS Press
2 citations, 0.08%
2 citations, 0.08%
Cold Spring Harbor Laboratory
2 citations, 0.08%
American Psychological Association (APA)
2 citations, 0.08%
American Society of Civil Engineers (ASCE)
2 citations, 0.08%
SEISENSE Private, Ltd.
2 citations, 0.08%
World Scientific and Engineering Academy and Society (WSEAS)
2 citations, 0.08%
American Marketing Association
1 citation, 0.04%
Pleiades Publishing
1 citation, 0.04%
Mary Ann Liebert
1 citation, 0.04%
AIP Publishing
1 citation, 0.04%
University of Warsaw
1 citation, 0.04%
Korea Distribution Science Association (KODISA)
1 citation, 0.04%
School of Economics and Business in Sarajevo
1 citation, 0.04%
American Physical Society (APS)
1 citation, 0.04%
Universitas Pendidikan Indonesia
1 citation, 0.04%
Academy of Management
1 citation, 0.04%
IOP Publishing
1 citation, 0.04%
Masaryk University Press
1 citation, 0.04%
American Economic Association
1 citation, 0.04%
Universiti Malaysia Sarawak
1 citation, 0.04%
Stata Press
1 citation, 0.04%
NP Voprosy Ekonomiki
1 citation, 0.04%
Saratov State University
1 citation, 0.04%
Mark Allen Group
1 citation, 0.04%
SciELO
1 citation, 0.04%
With Intelligence LLC
1 citation, 0.04%
RPO for the Promotion of Institutes DE RAS
1 citation, 0.04%
Publishing House Science
1 citation, 0.04%
CSRC Publishing, Center for Sustainability Research and Consultancy
1 citation, 0.04%
IntechOpen
1 citation, 0.04%
AOSIS
1 citation, 0.04%
Duncker & Humblot GmbH
1 citation, 0.04%
Publishing House Helvetica (Publications)
1 citation, 0.04%
Faculty of Economics, Lomonosov Moscow State University
1 citation, 0.04%
National Research Mordovia State University MRSU
1 citation, 0.04%
Narxoz University - Non-profit joint stock company
1 citation, 0.04%
Nevsehir Haci Bektas Veli Universitesi SBE Dergisi
1 citation, 0.04%
Pamukkale University
1 citation, 0.04%
100
200
300
400
500
600
700

Publishing organizations

1
2
3
4
5
Old Dominion University
5 publications, 1.45%
Al Akhawayn University
5 publications, 1.45%
Newcastle University
3 publications, 0.87%
Athens University of Economics and Business
3 publications, 0.87%
University of Sfax
3 publications, 0.87%
ADA university
2 publications, 0.58%
University of Gothenburg
2 publications, 0.58%
University College London
2 publications, 0.58%
University of Cambridge
2 publications, 0.58%
University of Liverpool
2 publications, 0.58%
University of Western Australia
2 publications, 0.58%
Curtin University
2 publications, 0.58%
Royal Melbourne Institute of Technology
2 publications, 0.58%
Victoria University (Australia)
2 publications, 0.58%
University of the Witwatersrand
2 publications, 0.58%
University of California, Los Angeles
2 publications, 0.58%
Illinois State University
2 publications, 0.58%
Federal University of Santa Catarina
2 publications, 0.58%
University of Bamberg
2 publications, 0.58%
Université Laval
2 publications, 0.58%
University of Exeter
2 publications, 0.58%
Texas Tech University
2 publications, 0.58%
Fairfield University
2 publications, 0.58%
Bauman Moscow State Technical University
1 publication, 0.29%
Financial University under the Government of the Russian Federation
1 publication, 0.29%
Middle East Technical University
1 publication, 0.29%
Boğaziçi University
1 publication, 0.29%
Ege University
1 publication, 0.29%
Zayed University
1 publication, 0.29%
University of Delhi
1 publication, 0.29%
Marmara University
1 publication, 0.29%
Yildiz Technical University
1 publication, 0.29%
Air University
1 publication, 0.29%
National University of Computer and Emerging Sciences
1 publication, 0.29%
Indian Institute of Technology Roorkee
1 publication, 0.29%
Symbiosis International University
1 publication, 0.29%
Indian Institute of Management Lucknow
1 publication, 0.29%
Indian Institute of Management Indore
1 publication, 0.29%
RMIT Vietnam
1 publication, 0.29%
National Economics University
1 publication, 0.29%
Jaypee Institute of Information Technology
1 publication, 0.29%
Tsinghua University
1 publication, 0.29%
Amity University, Noida
1 publication, 0.29%
Karlsruhe Institute of Technology
1 publication, 0.29%
Aksaray University
1 publication, 0.29%
University of Bahrain
1 publication, 0.29%
Istanbul Commerce University
1 publication, 0.29%
Sidi Mohamed Ben Abdellah University
1 publication, 0.29%
Aalto University
1 publication, 0.29%
University of Zurich
1 publication, 0.29%
University of New South Wales
1 publication, 0.29%
University of Bologna
1 publication, 0.29%
Université Catholique de Louvain
1 publication, 0.29%
Aston University
1 publication, 0.29%
Shanghai International Studies University
1 publication, 0.29%
City, University of London
1 publication, 0.29%
University of Edinburgh
1 publication, 0.29%
Kingston University
1 publication, 0.29%
Chung Yuan Christian University
1 publication, 0.29%
Drexel University
1 publication, 0.29%
University of Southampton
1 publication, 0.29%
Cornell University
1 publication, 0.29%
University of Sydney
1 publication, 0.29%
University of Catania
1 publication, 0.29%
University of Modena and Reggio Emilia
1 publication, 0.29%
University of Glasgow
1 publication, 0.29%
University of Strathclyde
1 publication, 0.29%
Pennsylvania State University
1 publication, 0.29%
University of Macerata
1 publication, 0.29%
Auckland University of Technology
1 publication, 0.29%
Monash University
1 publication, 0.29%
University of Queensland
1 publication, 0.29%
University of Pretoria
1 publication, 0.29%
American University in Cairo
1 publication, 0.29%
Chulalongkorn University
1 publication, 0.29%
Kasetsart University
1 publication, 0.29%
Prince of Songkla University
1 publication, 0.29%
Thammasat University
1 publication, 0.29%
Washington State University
1 publication, 0.29%
Srinakharinwirot University
1 publication, 0.29%
University of Illinois at Chicago
1 publication, 0.29%
Syracuse University
1 publication, 0.29%
San Francisco State University
1 publication, 0.29%
Loyola University Chicago
1 publication, 0.29%
Roosevelt University
1 publication, 0.29%
University of Pecs
1 publication, 0.29%
Agricultural University of Athens
1 publication, 0.29%
University of Ghana
1 publication, 0.29%
University of Puerto Rico at Río Piedras
1 publication, 0.29%
University of Thessaly
1 publication, 0.29%
University of Science and Technology of China
1 publication, 0.29%
University of Puerto Rico
1 publication, 0.29%
Purdue University Northwest
1 publication, 0.29%
Virginia Commonwealth University
1 publication, 0.29%
University of Wisconsin–La Crosse
1 publication, 0.29%
Salisbury University
1 publication, 0.29%
Tecnológico de Monterrey
1 publication, 0.29%
Hosei University
1 publication, 0.29%
Hitotsubashi University
1 publication, 0.29%
Coastal Carolina University
1 publication, 0.29%
1
2
3
4
5

Publishing organizations in 5 years

1
2
3
4
Al Akhawayn University
4 publications, 1.64%
University of Sfax
3 publications, 1.23%
ADA university
2 publications, 0.82%
University College London
2 publications, 0.82%
University of the Witwatersrand
2 publications, 0.82%
Bauman Moscow State Technical University
1 publication, 0.41%
Financial University under the Government of the Russian Federation
1 publication, 0.41%
Middle East Technical University
1 publication, 0.41%
Boğaziçi University
1 publication, 0.41%
Ege University
1 publication, 0.41%
Zayed University
1 publication, 0.41%
University of Delhi
1 publication, 0.41%
Marmara University
1 publication, 0.41%
Yildiz Technical University
1 publication, 0.41%
Air University
1 publication, 0.41%
National University of Computer and Emerging Sciences
1 publication, 0.41%
Indian Institute of Technology Roorkee
1 publication, 0.41%
Symbiosis International University
1 publication, 0.41%
Indian Institute of Management Lucknow
1 publication, 0.41%
Indian Institute of Management Indore
1 publication, 0.41%
RMIT Vietnam
1 publication, 0.41%
National Economics University
1 publication, 0.41%
Amity University, Noida
1 publication, 0.41%
Karlsruhe Institute of Technology
1 publication, 0.41%
Aksaray University
1 publication, 0.41%
University of Bahrain
1 publication, 0.41%
Istanbul Commerce University
1 publication, 0.41%
Sidi Mohamed Ben Abdellah University
1 publication, 0.41%
Université Catholique de Louvain
1 publication, 0.41%
Aston University
1 publication, 0.41%
Shanghai International Studies University
1 publication, 0.41%
University of Liverpool
1 publication, 0.41%
Kingston University
1 publication, 0.41%
Chung Yuan Christian University
1 publication, 0.41%
University of Sydney
1 publication, 0.41%
University of Catania
1 publication, 0.41%
Pennsylvania State University
1 publication, 0.41%
University of Western Australia
1 publication, 0.41%
University of Pretoria
1 publication, 0.41%
American University in Cairo
1 publication, 0.41%
Prince of Songkla University
1 publication, 0.41%
Thammasat University
1 publication, 0.41%
Srinakharinwirot University
1 publication, 0.41%
San Francisco State University
1 publication, 0.41%
Newcastle University
1 publication, 0.41%
University of Pecs
1 publication, 0.41%
Federal University of Santa Catarina
1 publication, 0.41%
Agricultural University of Athens
1 publication, 0.41%
University of Ghana
1 publication, 0.41%
University of Puerto Rico at Río Piedras
1 publication, 0.41%
University of Thessaly
1 publication, 0.41%
Athens University of Economics and Business
1 publication, 0.41%
University of Science and Technology of China
1 publication, 0.41%
University of Puerto Rico
1 publication, 0.41%
Purdue University Northwest
1 publication, 0.41%
University of Bamberg
1 publication, 0.41%
University of Wisconsin–La Crosse
1 publication, 0.41%
Salisbury University
1 publication, 0.41%
Tecnológico de Monterrey
1 publication, 0.41%
Hosei University
1 publication, 0.41%
Coastal Carolina University
1 publication, 0.41%
University of Coimbra
1 publication, 0.41%
University of Sousse
1 publication, 0.41%
Tinbergen Institute
1 publication, 0.41%
Université Laval
1 publication, 0.41%
University of Sussex
1 publication, 0.41%
University of Tennessee at Chattanooga
1 publication, 0.41%
San Jose State University
1 publication, 0.41%
Ibn Zohr University
1 publication, 0.41%
1
2
3
4

Publishing countries

5
10
15
20
25
30
35
USA, 31, 9.01%
USA
31 publications, 9.01%
United Kingdom, 24, 6.98%
United Kingdom
24 publications, 6.98%
Australia, 9, 2.62%
Australia
9 publications, 2.62%
India, 9, 2.62%
India
9 publications, 2.62%
Greece, 6, 1.74%
Greece
6 publications, 1.74%
Tunisia, 6, 1.74%
Tunisia
6 publications, 1.74%
China, 5, 1.45%
China
5 publications, 1.45%
Turkey, 5, 1.45%
Turkey
5 publications, 1.45%
Germany, 4, 1.16%
Germany
4 publications, 1.16%
Brazil, 4, 1.16%
Brazil
4 publications, 1.16%
Italy, 4, 1.16%
Italy
4 publications, 1.16%
Canada, 4, 1.16%
Canada
4 publications, 1.16%
Thailand, 4, 1.16%
Thailand
4 publications, 1.16%
Vietnam, 3, 0.87%
Vietnam
3 publications, 0.87%
Morocco, 3, 0.87%
Morocco
3 publications, 0.87%
Pakistan, 3, 0.87%
Pakistan
3 publications, 0.87%
South Africa, 3, 0.87%
South Africa
3 publications, 0.87%
Azerbaijan, 2, 0.58%
Azerbaijan
2 publications, 0.58%
Ghana, 2, 0.58%
Ghana
2 publications, 0.58%
Spain, 2, 0.58%
Spain
2 publications, 0.58%
Sweden, 2, 0.58%
Sweden
2 publications, 0.58%
Japan, 2, 0.58%
Japan
2 publications, 0.58%
Russia, 1, 0.29%
Russia
1 publication, 0.29%
France, 1, 0.29%
France
1 publication, 0.29%
Portugal, 1, 0.29%
Portugal
1 publication, 0.29%
Bahrain, 1, 0.29%
Bahrain
1 publication, 0.29%
Belgium, 1, 0.29%
Belgium
1 publication, 0.29%
Hungary, 1, 0.29%
Hungary
1 publication, 0.29%
Egypt, 1, 0.29%
Egypt
1 publication, 0.29%
Iraq, 1, 0.29%
Iraq
1 publication, 0.29%
Cyprus, 1, 0.29%
Cyprus
1 publication, 0.29%
Mexico, 1, 0.29%
Mexico
1 publication, 0.29%
Netherlands, 1, 0.29%
Netherlands
1 publication, 0.29%
New Zealand, 1, 0.29%
New Zealand
1 publication, 0.29%
UAE, 1, 0.29%
UAE
1 publication, 0.29%
Tanzania, 1, 0.29%
Tanzania
1 publication, 0.29%
Finland, 1, 0.29%
Finland
1 publication, 0.29%
Switzerland, 1, 0.29%
Switzerland
1 publication, 0.29%
5
10
15
20
25
30
35

Publishing countries in 5 years

2
4
6
8
10
12
USA, 12, 4.92%
USA
12 publications, 4.92%
India, 8, 3.28%
India
8 publications, 3.28%
United Kingdom, 6, 2.46%
United Kingdom
6 publications, 2.46%
Tunisia, 6, 2.46%
Tunisia
6 publications, 2.46%
Turkey, 5, 2.05%
Turkey
5 publications, 2.05%
Greece, 4, 1.64%
Greece
4 publications, 1.64%
Germany, 3, 1.23%
Germany
3 publications, 1.23%
China, 3, 1.23%
China
3 publications, 1.23%
Brazil, 3, 1.23%
Brazil
3 publications, 1.23%
Vietnam, 3, 1.23%
Vietnam
3 publications, 1.23%
Morocco, 3, 1.23%
Morocco
3 publications, 1.23%
Pakistan, 3, 1.23%
Pakistan
3 publications, 1.23%
Thailand, 3, 1.23%
Thailand
3 publications, 1.23%
South Africa, 3, 1.23%
South Africa
3 publications, 1.23%
Australia, 2, 0.82%
Australia
2 publications, 0.82%
Azerbaijan, 2, 0.82%
Azerbaijan
2 publications, 0.82%
Ghana, 2, 0.82%
Ghana
2 publications, 0.82%
Italy, 2, 0.82%
Italy
2 publications, 0.82%
Russia, 1, 0.41%
Russia
1 publication, 0.41%
Portugal, 1, 0.41%
Portugal
1 publication, 0.41%
Bahrain, 1, 0.41%
Bahrain
1 publication, 0.41%
Belgium, 1, 0.41%
Belgium
1 publication, 0.41%
Hungary, 1, 0.41%
Hungary
1 publication, 0.41%
Egypt, 1, 0.41%
Egypt
1 publication, 0.41%
Iraq, 1, 0.41%
Iraq
1 publication, 0.41%
Spain, 1, 0.41%
Spain
1 publication, 0.41%
Canada, 1, 0.41%
Canada
1 publication, 0.41%
Cyprus, 1, 0.41%
Cyprus
1 publication, 0.41%
Mexico, 1, 0.41%
Mexico
1 publication, 0.41%
Netherlands, 1, 0.41%
Netherlands
1 publication, 0.41%
UAE, 1, 0.41%
UAE
1 publication, 0.41%
Tanzania, 1, 0.41%
Tanzania
1 publication, 0.41%
Japan, 1, 0.41%
Japan
1 publication, 0.41%
2
4
6
8
10
12