Classification of authors, institutions, and countries, using productivity, centrality, and impact metrics: The field of tourism studies in Brazil (journals), 1990-2018

Köhler, André Fontan; Digiampietri, Luciano Antonio

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Papers • RBTUR 15 (3) • Sep-Dec 2021 • https://doi.org/10.7784/rbtur.v15i3.2035 copy

Classification of authors, institutions, and countries, using productivity, centrality, and impact metrics: The field of tourism studies in Brazil (journals), 1990-2018

Authorship SCIMAGO INSTITUTIONS RANKINGS

Abstract

We investigated the set of Brazilian tourism journals, specifically 3,887 articles published in 16 journals, from 1990 to 2018. The three main objectives of this study are: a) to rank authors, institutions, and countries in the field of tourism studies in Brazil, using productivity, centrality, and impact metrics, for 1990-1999, 1990-2009, and 1990-2018; b) to characterize the leading elements – i.e. top-ranked ones; and c) to compare these rankings with h-index based rankings. A bibliometric and social network study was carried out, with manual data collection and revision and disambiguation. Productivity (full and fractional counting), centrality (degree, betweenness, and PageRank), and impact (based on actual citations) metrics were calculated. In summary, the leading authors are affiliated with institutions in the South and Southeast regions of Brazil, and they are linked to graduate programs. For institutions, offering a graduate program in tourism or in a related field seems to be a key factor. The University of São Paulo (USP) and the University of Vale do Itajaí (UNIVALI) clearly stand out in all metrics. Brazil occupies the first position in productivity, centrality, and impact, followed by Spain.

Keywords
Tourism and information science; Scientific production; Journals; Bibliometrics

	PERIOD
	1990-1999	1990-2009	1990-2018
Articles (number)	181	957	3,887
Unique authors	165	1,166	4,915
Unique institutions	67	347	1,012
Countries (unique)	8	21	46
Total nominal citations	1,111	6,633	13,573
Self-citations and errors and redundancies	148	1,017	2,691
Total actual citations	963	5,616	10,882
Average number of actual citations per article	5.32	5.87	2.80
Median number of actual citations per article	2	3	1
Percentage of articles without citation	27.62%	19.85%	42.14%

#	Author	Productivity	Impact	Centrality	Tag1	Tag2	Tag3	Sum	Median of medians
1	Jose Manoel Goncalves Gandara	1	2	1	1	1	1	3	1
2	Mirian Rejowski	4	3	8	1	1	1	3	4
3	Rivanda Meira Teixeira	3	5	20	1	1	1	3	5
4	Carlos Alberto Cioce Sampaio	4	9	7	1	1	1	3	7
5	Edegar Luis Tomazzoni	4	33	8	1	1	1	3	8
6	Andre Riani Costa Perinotto	8,5	42	2	1	1	1	3	8,5
7	Doris Van de Meene Ruschmann	9	7	22	1	1	1	3	9
8	Maximiliano Emanuel Korstanje	4,5	11	543	1	1	0	2	11
9	Glauber Eduardo de Oliveira Santos	8,5	24	13	1	1	1	3	13
10	Francisco Antonio dos Anjos	14	48	5	1	1	1	3	14
10	Milton Augusto P. Mariani	14	90	5	1	0	1	2	14
12	Luzia Neide Menezes T. Coriolano	14,5	12	24	1	1	1	3	14,5
12	Paulo dos Santos Pires	14,5	8	20	1	1	1	3	14,5
14	Miguel Bahl	15	255	19	1	0	1	2	19
14	Marlusa de Sevilha Gosling	19	47	6	1	1	1	3	19
16	Susana de Araujo Gastal	19,5	113	20	1	0	1	2	20
17	Mario Carlos Beni	21,5	1	3.094	1	1	0	2	21,5
18	Josildete Pereira de Oliveira	23,5	58	17	1	0	1	2	23,5
19	Suzana Maria de Conto	27,5	99	14	1	0	1	2	27,5
20	Raquel Maria Fontes do A. Pereira	24	90	30	1	0	1	2	30
20	Valmir Emil Hoffmann	35,5	17	30	1	1	1	3	30
20	Luiz Octavio de Lima Camargo	47,5	24	30	1	1	1	3	30
20	Marta de Azevedo Irving	54,5	14	30	0	1	1	2	30
24	Maria de Lourdes de A. Barbosa	33	67	19	1	0	1	2	33
25	Maria Henriqueta S. G. G. Minasse	17,5	35	39	1	1	1	3	35
26	Helena Araujo Costa	36	21	53	1	1	1	3	36
27	Luiz Carlos da Silva Flores	28	120	37	1	0	1	2	37
28	Fabricia Durieux Zucco	38	154	15	1	0	1	2	38
29	Wilker Ricardo de M. Nobrega	39,5	252	10	1	0	1	2	39,5
30	Sergio Luiz do Amaral Moretti	43	154	32	1	0	1	2	43
31	Elizabete Sayuri Kushano	43,5	69	39	1	0	1	2	43,5
32	Kerlei Eniele Sonaglio	33,5	108	44	1	0	1	2	44
33	Francisco Fransualdo de Azevedo	45,5	53	26	1	0	1	2	45,5
34	Tiago Savi Mondo	46	117	20	1	0	1	2	46
35	Alexandre Panosso Netto	107,5	19	49	0	1	1	2	49
36	Airton Jose Cavenaghi	49,5	370	44	1	0	1	2	49,5
37	Marcio Marreiro das Chagas	50,5	11	135	1	1	0	2	50,5
38	Margarita Barretto	51,5	6	207	0	1	0	1	51,5
39	Pedro de Alcantara B. Cesar	13,5	113	53	1	0	1	2	53
39	Zysman Neiman	121	47	53	0	1	1	2	53
41	Karoliny Diniz Carvalho	15	54	305	1	0	0	1	54
42	Janaina de Moura E. Giraldi	55	67	44	0	0	1	1	55
43	Luiz Augusto M. Mendes Filho	56	142	25	0	0	1	1	56
44	Sara Joana G. dos Anjos	61	75	45	0	0	1	1	61
45	Rodrigo de Sousa Melo	61,5	10	63	0	1	0	1	61,5
46	Ivan Rego Aragao	22	200	63	1	0	0	1	63
46	Saulo Ribeiro dos Santos	22,5	501	63	1	0	0	1	63
46	Senia Regina Bastos	35,5	364	63	1	0	0	1	63
49	Elizabeth Kyoko Wada	69	489	53	0	0	1	1	69
49	Silvio Luiz Goncalves Vianna	69	99	53	0	0	1	1	69
51	Maria Noemi Marujo	70,5	20	651	0	1	0	1	70,5
52	Heros Augusto Santos Lobo	26	71	240	1	0	0	1	71
53	Eurico de Oliveira Santos	72	722	34	0	0	1	1	72
53	Christianne Luce Gomes	72	635	44	0	0	1	1	72
55	Julio da Costa Mendes	73,5	81	24	0	0	1	1	73,5
56	Marcelino de Souza	49,5	169	76	1	0	0	1	76
57	Yolanda Flores e Silva	78,5	189	24	0	0	1	1	78,5
58	Jose Antonio Fraiz Brea	84	26	87	0	1	0	1	84
58	Magnus Luiz Emmendoerfer	84	370	43	0	0	1	1	84
60	Olga Tulik	85	16	1.403	0	1	0	1	85
60	Rosana Mara Mazaro	85	49	3.094	0	1	0	1	85
62	Rocio Del Carmen S. Barquin	87	189	9	0	0	1	1	87
63	Marcelino Castillo Nechar	87,5	29	240	0	1	0	1	87,5
64	Thiago Duarte Pimentel	32	469	89	1	0	0	1	89
65	Franciele Cristina Manosso	91	24	129	0	1	0	1	91
66	Pablo Flores Limberger	95	173	24	0	0	1	1	95
67	Rafael Angelo Fortunato	38,5	97	114	1	0	0	1	97
68	Marialva Tomio	100,5	34	282	0	1	0	1	100,5
69	Carlos Eduardo Silveira	40	170	110	1	0	0	1	110
70	Thays Cristina Domareski Ruiz	45	163	112	1	0	0	1	112
71	Vander Valduga	115,5	120	30	0	0	1	1	115,5
72	Ivan Bursztyn	273,5	14	134	0	1	0	1	134
73	Jose Elmar Feger	144,5	455	51	0	0	1	1	144,5
74	Hernanda Tonini	155,5	26	1002	0	1	0	1	155,5
75	Francisco Orgaz Aguera	49,5	252	160	1	0	0	1	160
76	Carlos Marcelo Ardigo	165	1759	53	0	0	1	1	165
77	Marlei Salete Mecca	179	489	44	0	0	1	1	179
78	Jose Ramon Cardona	24	186	240	1	0	0	1	186
79	Angelo Mariano N. Campos	206,5	46	948	0	1	0	1	206,5
80	Davis Gruber Sansolo	265	22	350	0	1	0	1	265
81	Ewerton Reubens Coelho Costa	40	272	1.002	1	0	0	1	272
82	Patricia Monteiro Gorni	275	49	350	0	1	0	1	275
83	Paulo Carvalho	277	40	543	0	1	0	1	277
84	Altair Sancho	334	23	350	0	1	0	1	334
85	Bianca Freire Medeiros	383	42	775	0	1	0	1	383
86	Cassio Avelino S. Pereira	476	45	4.410	0	1	0	1	476
87	Claudio Magalhaes Batista	552	39	3.094	0	1	0	1	552
88	Alfredo Ascanio	34,5	592	4.410	1	0	0	1	592
89	Nathallye Galvao de S. Dantas	679,5	33	3.094	0	1	0	1	679,5
90	Ana Gueimonde Canto	2.708,5	29	914	0	1	0	1	914
91	Isabel Dieguez Castrillon	2.708,5	29	1.002	0	1	0	1	1002
91	Lidia Blanco Cerradelo	2.708,5	29	1.002	0	1	0	1	1002
91	Ana Sinde Cantorna	2.708,5	29	1.002	0	1	0	1	1002
91	Gustavo de M. Melo	2.708,5	37	1.002	0	1	0	1	1002
95	Bertha K. Becker	1.012,5	4	4.410	0	1	0	1	1.012,5
95	Hassan Zaoual	1.012,5	17	4.410	0	1	0	1	1.012,5
97	Rita de Cassia A. da Cruz	1.512,5	42	3.094	0	1	0	1	1.512,5

#	Institution	Productivity	Impact	Centrality	Tag1	Tag2	Tag3	Sum	Median of medians
1	University of São Paulo	1	1	2	1	1	1	3	1
2	University of Vale do Itajaí	2	2	3	1	1	1	3	2
3	Federal University of Paraná	3.5	3	1	1	1	1	3	3
4	Federal University of Rio Grande do Norte	3.5	4	4	1	1	1	3	4
5	University of Caxias do Sul	5	7	6	1	1	1	3	6
5	Anhembi Morumbi University	6	5	11	1	1	1	3	6
7	State University of Santa Cruz	8	8	16	1	1	1	3	8
7	Federal University of Minas Gerais	8	14	5	1	1	1	3	8
9	Federal University of Paraíba	8	10	13	1	1	1	3	10
10	Federal University of Santa Catarina	10.5	9	14	1	1	1	3	10.5
11	University of Brasília	10.5	12	18	1	1	1	3	12
11	Federal University of Pernambuco	12	13	7	1	1	1	3	12
13	Regional University Foundation of Blumenau	21	14	9	1	1	1	3	14
14	Federal University of Sergipe	15	11	24	1	1	1	3	15
15	Getulio Vargas Foundation	23.5	17	10	1	1	1	3	17
16	Federal University of Rio de Janeiro	20	6	33	1	1	1	3	20
17	Federal Rural University of Rio de Janeiro	24.5	32	8	1	1	1	3	24.5
18	Federal University of Mato Grosso do Sul	30.5	43	11	1	1	1	3	30.5

#	Country	Productivity	Impact	Centrality	Tag1	Tag2	Tag3	Sum	Median of medians
1	Brazil	1	1	1	1	1	1	3	1
2	Spain	2.5	2	2	1	1	1	3	2

#	Author(a)	Index H	Position index H
1	Jose Manoel Goncalves Gandara	9	1
2	Mirian Rejowski	9	1
3	Rivanda Meira Teixeira	7	3
4	Carlos Alberto Cioce Sampaio	6	4
5	Edegar Luis Tomazzoni	5	12
6	Andre Riani Costa Perinotto	4	19
7	Doris Van de Meene Ruschmann	5	12
8	Maximiliano Emanuel Korstanje	6	4
9	Glauber Eduardo de Oliveira Santos	5	12
10	Francisco Antonio dos Anjos	3	45
10	Milton Augusto P. Mariani	3	45
12	Luzia Neide Menezes T. Coriolano	6	4
12	Paulo dos Santos Pires	5	12
14	Marlusa de Sevilha Gosling	3	45
14	Miguel Bahl	3	45
16	Susana de Araujo Gastal	3	45
17	Mario Carlos Beni	6	4
18	Josildete Pereira de Oliveira	4	19
19	Suzana Maria de Conto	4	19
20	Luiz Octavio de Lima Camargo	3	45
20	Marta de Azevedo Irving	4	19
20	Raquel Maria Fontes do A. Pereira	3	45
20	Valmir Emil Hoffmann	5	12
24	Maria de Lourdes de A. Barbosa	3	45
25	Maria Henriqueta S. G. G. Minasse	4	19
26	Helena Araujo Costa	6	4
27	Luiz Carlos da Silva Flores	3	45
28	Fabricia Durieux Zucco	3	45
29	Wilker Ricardo de M. Nobrega	3	45
30	Sergio Luiz do Amaral Moretti	3	45
31	Elizabete Sayuri Kushano	4	19
32	Kerlei Eniele Sonaglio	3	45
33	Francisco Fransualdo de Azevedo	3	45
34	Tiago Savi Mondo	3	45
35	Alexandre Panosso Netto	4	19
36	Airton Jose Cavenaghi	2	133
37	Marcio Marreiro das Chagas	6	4
38	Margarita Barretto	6	4
39	Pedro de Alcantara B. Cesar	3	45
39	Zysman Neiman	4	19
41	Karoliny Diniz Carvalho	4	19
42	Janaina de Moura E. Giraldi	4	19
43	Luiz Augusto M. Mendes Filho	3	45
44	Sara Joana G. dos Anjos	3	45
45	Rodrigo de Sousa Melo	4	19
46	Ivan Rego Aragao	2	133
46	Saulo Ribeiro dos Santos	1	521
46	Senia Regina Bastos	2	133
49	Elizabeth Kyoko Wada	2	133
49	Silvio Luiz Goncalves Vianna	3	45
51	Maria Noemi Marujo	3	45
52	Heros Augusto Santos Lobo	3	45
53	Christianne Luce Gomes	2	133
53	Eurico de Oliveira Santos	2	133
55	Julio da Costa Mendes	3	45
56	Marcelino de Souza	3	45
57	Yolanda Flores e Silva	3	45
58	Jose Antonio Fraiz Brea	5	12
58	Magnus Luiz Emmendoerfer	1	521
60	Olga Tulik	5	12
60	Rosana Mara Mazaro	3	45
62	Rocio Del Carmen S. Barquin	2	133
63	Marcelino Castillo Nechar	3	45
64	Thiago Duarte Pimentel	2	133
65	Franciele Cristina Manosso	6	4
66	Pablo Flores Limberger	2	133
67	Rafael Angelo Fortunato	3	45
68	Marialva Tomio	4	19
69	Carlos Eduardo Silveira	2	133
70	Thays Cristina Domareski Ruiz	2	133
71	Vander Valduga	3	45
72	Ivan Bursztyn	4	19
73	Jose Elmar Feger	2	133
74	Hernanda Tonini	4	19
75	Francisco Orgaz Aguera	2	133
76	Carlos Marcelo Ardigo	1	521
77	Marlei Salete Mecca	2	133
78	Jose Ramon Cardona	2	133
79	Angelo Mariano N. Campos	3	45
80	Davis Gruber Sansolo	4	19
81	Ewerton Reubens Coelho Costa	3	45
82	Patricia Monteiro Gorni	4	19
83	Paulo Carvalho	3	45
84	Altair Sancho	2	133
85	Bianca Freire Medeiros	3	45
86	Cassio Avelino S. Pereira	2	133
87	Claudio Magalhaes Batista	1	521
88	Alfredo Ascanio	2	133
89	Nathallye Galvao de S. Dantas	2	133
90	Ana Gueimonde Canto	1	521
91	Ana Sinde Cantorna	1	521
91	Gustavo de M. Melo	1	521
91	Isabel Dieguez Castrillon	1	521
91	Lidia Blanco Cerradelo	1	521
95	Bertha K. Becker	1	521
95	Hassan Zaoual	1	521
97	Rita de Cassia A. da Cruz	1	521

#	Author	H-index	H-index position
1	University of São Paulo	17	1
2	University of Vale do Itajaí	13	2
3	Federal University of Paraná	11	3
4	Federal University of Rio Grande do Norte	11	3
5	University of Caxias do Sul	8	7
5	Anhembi Morumbi University	9	5
7	State University of Santa Cruz	9	5
7	Federal University of Minas Gerais	7	9
9	Federal University of Paraíba	6	16
10	Federal University of Santa Catarina	7	9
11	University of Brasília	7	9
11	Federal University of Pernambuco	7	9
13	Regional University Foundation of Blumenau	7	9
14	Federal University of Sergipe	7	9
15	Getulio Vargas Foundation	6	16
16	Federal University of Rio de Janeiro	8	7
17	Federal Rural University of Rio de Janeiro	5	21
18	Federal University of Mato Grosso do Sul	5	21

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[1] André Fontan Köhler

He has a degree in Business Administration from the Sao Paulo School of Business Administration of Getulio Vargas Foundation (FGV-EAESP) (1999), and a master’s degree in Public Administration and Government from FGV-EAESP (2006). He holds a PhD in Architecture and Urbanism from the Faculty of Architecture and Urbanism of University of Sao Paulo (FAU-USP) (2011). He is an assistant professor in the Undergraduate Program in Leisure and Tourism and in the Graduate Program in Cultural Studies and Graduate Program in Public Policies at the School of Arts, Science and Humanities, University of Sao Paulo (EACH-USP).