Journal of Modelling in Management

Journal of Modelling in Management (JM2) provides a forum for academics and researchers with a strong interest in business and management modelling. The journal analyses the conceptual antecedents and theoretical underpinnings leading to research modelling processes which derive useful consequences in terms of management science, business and management implementation and applications. JM2 is focused on the utilization of management data, which is amenable to research modelling processes, and welcomes academic papers that not only encompass the whole research process (from conceptualization to managerial implications) but also make explicit the individual links between 'antecedents and modelling' (how to tackle certain problems) and 'modelling and consequences' (how to apply the models and draw appropriate conclusions). The journal is particularly interested in innovative methodological and statistical modelling processes and those models that result in clear and justified managerial decisions. JM2 specifically promotes and supports research writing, that engages in an academically rigorous manner, in areas related to research modelling such as: A priori theorizing conceptual models, Artificial intelligence, machine learning, Association rule mining, clustering, feature selection, Business analytics: Descriptive, Predictive, and Prescriptive Analytics, Causal analytics: structural equation modeling, partial least squares modeling, Computable general equilibrium models, Computer-based models, Data mining, data analytics with big data, Decision support systems and business intelligence, Econometric models, Fuzzy logic modeling, Generalized linear models, Multi-attribute decision-making models, Non-linear models, Optimization, Simulation models, Statistical decision models, Statistical inference making and probabilistic modeling, Text mining, web mining, and visual analytics, Uncertainty-based reasoning models.

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Quartiles

The set of journals have been ranked according to their SJR and divided into four equal groups, four quartiles. Q1 (green) comprises the quarter of the journals with the highest values, Q2 (yellow) the second highest values, Q3 (orange) the third highest values and Q4 (red) the lowest values.

Category	Year	Quartile
Decision Sciences (miscellaneous)	2007	Q3
Decision Sciences (miscellaneous)	2008	Q3
Decision Sciences (miscellaneous)	2009	Q3
Decision Sciences (miscellaneous)	2010	Q3
Decision Sciences (miscellaneous)	2011	Q4
Decision Sciences (miscellaneous)	2012	Q4
Decision Sciences (miscellaneous)	2013	Q2
Decision Sciences (miscellaneous)	2014	Q3
Decision Sciences (miscellaneous)	2015	Q3
Decision Sciences (miscellaneous)	2016	Q3
Decision Sciences (miscellaneous)	2017	Q2
Decision Sciences (miscellaneous)	2018	Q3
Decision Sciences (miscellaneous)	2019	Q2
Decision Sciences (miscellaneous)	2020	Q3
Decision Sciences (miscellaneous)	2021	Q2
Decision Sciences (miscellaneous)	2022	Q2
Decision Sciences (miscellaneous)	2023	Q2
Management Science and Operations Research	2007	Q3
Management Science and Operations Research	2008	Q3
Management Science and Operations Research	2009	Q3
Management Science and Operations Research	2010	Q3
Management Science and Operations Research	2011	Q4
Management Science and Operations Research	2012	Q4
Management Science and Operations Research	2013	Q3
Management Science and Operations Research	2014	Q3
Management Science and Operations Research	2015	Q3
Management Science and Operations Research	2016	Q3
Management Science and Operations Research	2017	Q2
Management Science and Operations Research	2018	Q2
Management Science and Operations Research	2019	Q2
Management Science and Operations Research	2020	Q2
Management Science and Operations Research	2021	Q3
Management Science and Operations Research	2022	Q2
Management Science and Operations Research	2023	Q2
Strategy and Management	2007	Q3
Strategy and Management	2008	Q2
Strategy and Management	2009	Q2
Strategy and Management	2010	Q2
Strategy and Management	2011	Q3
Strategy and Management	2012	Q4
Strategy and Management	2013	Q2
Strategy and Management	2014	Q3
Strategy and Management	2015	Q2
Strategy and Management	2016	Q2
Strategy and Management	2017	Q2
Strategy and Management	2018	Q2
Strategy and Management	2019	Q2
Strategy and Management	2020	Q2
Strategy and Management	2021	Q2
Strategy and Management	2022	Q2
Strategy and Management	2023	Q2

SJR

The SJR is a size-independent prestige indicator that ranks journals by their 'average prestige per article'. It is based on the idea that 'all citations are not created equal'. SJR is a measure of scientific influence of journals that accounts for both the number of citations received by a journal and the importance or prestige of the journals where such citations come from It measures the scientific influence of the average article in a journal, it expresses how central to the global scientific discussion an average article of the journal is.

Year	SJR
2007	0.292
2008	0.462
2009	0.336
2010	0.333
2011	0.206
2012	0.171
2013	0.393
2014	0.284
2015	0.412
2016	0.348
2017	0.491
2018	0.516
2019	0.566
2020	0.434
2021	0.465
2022	0.577
2023	0.619

Total Documents

Evolution of the number of published documents. All types of documents are considered, including citable and non citable documents.

Year	Documents
2006	18
2007	19
2008	20
2009	18
2010	22
2011	23
2012	23
2013	22
2014	20
2015	19
2016	45
2017	37
2018	48
2019	48
2020	88
2021	32
2022	67
2023	81

Citations per document

This indicator counts the number of citations received by documents from a journal and divides them by the total number of documents published in that journal. The chart shows the evolution of the average number of times documents published in a journal in the past two, three and four years have been cited in the current year. The two years line is equivalent to journal impact factor ™ (Thomson Reuters) metric.

Cites per document	Year	Value
Cites / Doc. (4 years)	2006	0.000
Cites / Doc. (4 years)	2007	0.111
Cites / Doc. (4 years)	2008	0.568
Cites / Doc. (4 years)	2009	0.632
Cites / Doc. (4 years)	2010	1.120
Cites / Doc. (4 years)	2011	0.937
Cites / Doc. (4 years)	2012	0.675
Cites / Doc. (4 years)	2013	0.709
Cites / Doc. (4 years)	2014	0.833
Cites / Doc. (4 years)	2015	0.875
Cites / Doc. (4 years)	2016	1.083
Cites / Doc. (4 years)	2017	1.509
Cites / Doc. (4 years)	2018	1.983
Cites / Doc. (4 years)	2019	2.430
Cites / Doc. (4 years)	2020	2.730
Cites / Doc. (4 years)	2021	2.412
Cites / Doc. (4 years)	2022	3.093
Cites / Doc. (4 years)	2023	3.851
Cites / Doc. (3 years)	2006	0.000
Cites / Doc. (3 years)	2007	0.111
Cites / Doc. (3 years)	2008	0.568
Cites / Doc. (3 years)	2009	0.632
Cites / Doc. (3 years)	2010	1.158
Cites / Doc. (3 years)	2011	0.617
Cites / Doc. (3 years)	2012	0.492
Cites / Doc. (3 years)	2013	0.676
Cites / Doc. (3 years)	2014	0.706
Cites / Doc. (3 years)	2015	0.908
Cites / Doc. (3 years)	2016	0.934
Cites / Doc. (3 years)	2017	1.524
Cites / Doc. (3 years)	2018	1.911
Cites / Doc. (3 years)	2019	2.377
Cites / Doc. (3 years)	2020	2.429
Cites / Doc. (3 years)	2021	2.293
Cites / Doc. (3 years)	2022	3.250
Cites / Doc. (3 years)	2023	3.717
Cites / Doc. (2 years)	2006	0.000
Cites / Doc. (2 years)	2007	0.111
Cites / Doc. (2 years)	2008	0.568
Cites / Doc. (2 years)	2009	0.538
Cites / Doc. (2 years)	2010	0.632
Cites / Doc. (2 years)	2011	0.425
Cites / Doc. (2 years)	2012	0.556
Cites / Doc. (2 years)	2013	0.478
Cites / Doc. (2 years)	2014	0.733
Cites / Doc. (2 years)	2015	0.738
Cites / Doc. (2 years)	2016	0.692
Cites / Doc. (2 years)	2017	1.563
Cites / Doc. (2 years)	2018	1.854
Cites / Doc. (2 years)	2019	2.141
Cites / Doc. (2 years)	2020	2.292
Cites / Doc. (2 years)	2021	2.272
Cites / Doc. (2 years)	2022	3.025
Cites / Doc. (2 years)	2023	3.545

Total Cites

Self-Cites

Evolution of the total number of citations and journal's self-citations received by a journal's published documents during the three previous years.
Journal Self-citation is defined as the number of citation from a journal citing article to articles published by the same journal.

Cites	Year	Value
Self Cites	2006	0
Self Cites	2007	0
Self Cites	2008	2
Self Cites	2009	0
Self Cites	2010	4
Self Cites	2011	2
Self Cites	2012	1
Self Cites	2013	7
Self Cites	2014	7
Self Cites	2015	6
Self Cites	2016	13
Self Cites	2017	20
Self Cites	2018	26
Self Cites	2019	59
Self Cites	2020	71
Self Cites	2021	28
Self Cites	2022	45
Self Cites	2023	55
Total Cites	2006	0
Total Cites	2007	2
Total Cites	2008	21
Total Cites	2009	36
Total Cites	2010	66
Total Cites	2011	37
Total Cites	2012	31
Total Cites	2013	46
Total Cites	2014	48
Total Cites	2015	59
Total Cites	2016	57
Total Cites	2017	128
Total Cites	2018	193
Total Cites	2019	309
Total Cites	2020	323
Total Cites	2021	422
Total Cites	2022	546
Total Cites	2023	695

External Cites per Doc

Cites per Doc

Evolution of the number of total citation per document and external citation per document (i.e. journal self-citations removed) received by a journal's published documents during the three previous years. External citations are calculated by subtracting the number of self-citations from the total number of citations received by the journal’s documents.

Cites	Year	Value
External Cites per document	2006	0
External Cites per document	2007	0.111
External Cites per document	2008	0.514
External Cites per document	2009	0.632
External Cites per document	2010	1.088
External Cites per document	2011	0.583
External Cites per document	2012	0.476
External Cites per document	2013	0.574
External Cites per document	2014	0.603
External Cites per document	2015	0.815
External Cites per document	2016	0.721
External Cites per document	2017	1.286
External Cites per document	2018	1.653
External Cites per document	2019	1.923
External Cites per document	2020	1.895
External Cites per document	2021	2.141
External Cites per document	2022	2.982
External Cites per document	2023	3.422
Cites per document	2006	0.000
Cites per document	2007	0.111
Cites per document	2008	0.568
Cites per document	2009	0.632
Cites per document	2010	1.158
Cites per document	2011	0.617
Cites per document	2012	0.492
Cites per document	2013	0.676
Cites per document	2014	0.706
Cites per document	2015	0.908
Cites per document	2016	0.934
Cites per document	2017	1.524
Cites per document	2018	1.911
Cites per document	2019	2.377
Cites per document	2020	2.429
Cites per document	2021	2.293
Cites per document	2022	3.250
Cites per document	2023	3.717

% International Collaboration

International Collaboration accounts for the articles that have been produced by researchers from several countries. The chart shows the ratio of a journal's documents signed by researchers from more than one country; that is including more than one country address.

Year	International Collaboration
2006	11.11
2007	5.26
2008	20.00
2009	11.11
2010	13.64
2011	8.70
2012	4.35
2013	9.09
2014	25.00
2015	5.26
2016	24.44
2017	16.22
2018	25.00
2019	20.83
2020	22.73
2021	15.63
2022	14.93
2023	20.99

Citable documents

Non-citable documents

Not every article in a journal is considered primary research and therefore "citable", this chart shows the ratio of a journal's articles including substantial research (research articles, conference papers and reviews) in three year windows vs. those documents other than research articles, reviews and conference papers.

Documents	Year	Value
Non-citable documents	2006	0
Non-citable documents	2007	3
Non-citable documents	2008	6
Non-citable documents	2009	11
Non-citable documents	2010	11
Non-citable documents	2011	12
Non-citable documents	2012	12
Non-citable documents	2013	13
Non-citable documents	2014	12
Non-citable documents	2015	11
Non-citable documents	2016	8
Non-citable documents	2017	5
Non-citable documents	2018	2
Non-citable documents	2019	1
Non-citable documents	2020	1
Non-citable documents	2021	0
Non-citable documents	2022	1
Non-citable documents	2023	3
Citable documents	2006	0
Citable documents	2007	15
Citable documents	2008	31
Citable documents	2009	46
Citable documents	2010	46
Citable documents	2011	48
Citable documents	2012	51
Citable documents	2013	55
Citable documents	2014	56
Citable documents	2015	54
Citable documents	2016	53
Citable documents	2017	79
Citable documents	2018	99
Citable documents	2019	129
Citable documents	2020	132
Citable documents	2021	184
Citable documents	2022	167
Citable documents	2023	184

Cited documents

Uncited documents

Ratio of a journal's items, grouped in three years windows, that have been cited at least once vs. those not cited during the following year.

Documents	Year	Value
Uncited documents	2006	0
Uncited documents	2007	17
Uncited documents	2008	29
Uncited documents	2009	40
Uncited documents	2010	33
Uncited documents	2011	45
Uncited documents	2012	42
Uncited documents	2013	42
Uncited documents	2014	40
Uncited documents	2015	38
Uncited documents	2016	35
Uncited documents	2017	36
Uncited documents	2018	32
Uncited documents	2019	39
Uncited documents	2020	36
Uncited documents	2021	47
Uncited documents	2022	36
Uncited documents	2023	41
Cited documents	2006	0
Cited documents	2007	1
Cited documents	2008	8
Cited documents	2009	17
Cited documents	2010	24
Cited documents	2011	15
Cited documents	2012	21
Cited documents	2013	26
Cited documents	2014	28
Cited documents	2015	27
Cited documents	2016	26
Cited documents	2017	48
Cited documents	2018	69
Cited documents	2019	91
Cited documents	2020	97
Cited documents	2021	137
Cited documents	2022	132
Cited documents	2023	146

% Female Authors

Evolution of the percentage of female authors.

Year	Female Percent
2006	22.73
2007	14.81
2008	20.59
2009	18.92
2010	12.50
2011	25.00
2012	26.32
2013	27.50
2014	18.75
2015	27.78
2016	14.71
2017	17.28
2018	21.85
2019	19.84
2020	25.88
2021	23.81
2022	24.38
2023	27.23

Documents cited by public policy (Overton)

Evolution of the number of documents cited by public policy documents according to Overton database.

Documents	Year	Value
Overton	2006	0
Overton	2007	1
Overton	2008	1
Overton	2009	1
Overton	2010	0
Overton	2011	0
Overton	2012	1
Overton	2013	0
Overton	2014	0
Overton	2015	0
Overton	2016	0
Overton	2017	0
Overton	2018	0
Overton	2019	0
Overton	2020	0
Overton	2021	0
Overton	2022	0
Overton	2023	0