Abstract
-
Purpose
- An aim of this study is to analyze the citation impact of articles and reviews that were published in engineering, materials science, and medical journals in Korea over the 5-year period from 2012 to 2016 based on authors’ countries. These three subject areas were selected to provide insights regarding citation impact because they are better represented than other subjects among the 248 Korean journals indexed by Scopus.
-
Methods
- We classified authors’ as Korean and foreign to assess and compare the citation impact of articles and reviews according to the authors’ countries and evaluated whether bibliometric indicators, such as the number of authors and the view count, were associated with a higher citation impact.
-
Results
- We found that the citations count and publications in the top 10 citation percentile in these three subject areas were higher for reviews than for articles; further, the citation impact of articles and reviews by foreign authors was higher than that of articles and reviews by Korean authors. The number of authors had a weak relationship with citation impact based on the subject area, and the number of authors per review by foreign authors in materials science and medicine was negatively associated with citation impact. Moreover, the views count was found to be positively associated with the citation impact of publications in these three subject areas.
-
Conclusion
- Considering these findings, future research should explore more bibliometric indicators, subject areas, and countries in order to develop practical applications. The results of this study provide insights and statistical evidence indicating that journal publishers and editors in Korea should attempt to attract more publications by foreign authors and promote their publications to increase their visibility and likelihood of being cited.
-
Keywords: Bibliometrics; Citation; Publications; Republic of Korea; Research
Introduction
- According to the Korea Citation Index, 5,445 scholarly journals have been published in Korea [1]. Of these journals, 248 journals were indexed in Scopus as of May 2018. The number of articles and reviews published in Korean journals indexed in Scopus increased over the 5-year period from 2012 to 2016, with an annual growth rate of 4.6%. Among the articles and reviews published in 248 Korean journals, 62.8% had Korean authors, followed by Chinese authors (12.2%), authors from the United States (5.5%), Indian authors (4.1%), and authors from Iran (3.7%). More foreign authors have published articles and reviews in Korean journals, according to a prior analysis indicating that 77.4% of articles in Korean journals were published by Korean authors [2]. It is likely that improved accessibility through various online databases such as the Web of Science, Scopus, PubMed, Google Scholar, and DOAJ (Directory of Open Access Journals) has increased the visibility of Korean journals, which may have led to more publications by foreign authors.
- Along with the quantitative increase in the number of publications, previous research has addressed which bibliometric indicators lead to an increase in citations from a qualitative perspective. Because publishing high-quality research is fundamental to science, regularly evaluating the impact of publications is essential for scholarly journals and individual researchers [3]. As a qualitative evaluation indicator, the citation of publications determines the journal impact, which in turn shapes the number of publications. Furthermore, citations can be crucial for researchers’ hiring and promotion decisions and for attracting high-quality papers to journals, although citation impact often depends on the subject area, journal index, and number of authors in co-authored publications. Citation impact also has been used as an assessment tool for parameters such as collaborative activity, engagement in various types of collaboration (e.g., international collaboration), open access, reference impact, abstract readability, and more [4,5].
- In this study, the relationship between research collaboration (i.e., the number of authors per publication) and views count, which is a form of usage data generated when requests are made for a publication on the Scopus site were investigated. Data on views were chosen because this parameter has implications for interest in research output and citation impact. We also sought to analyze and compare the citation impact of publications according to authors’ countries. To investigate the latter, we examined information on authors’ affiliations presented in articles and reviews. Groups of authors were classified as Korean or foreign based on the affiliation information presented in publications. If a Korean author was included in a publication for which foreign authors were predominant, the publication was classified as an article by foreign authors. The purpose of this paper is to provide comparative evidence on the citation impact of publications in engineering, materials science, and medical journals by Korean and foreign authors and identify the bibliometric indicators associated with the citation impact of the publications.
Methods
- Among the 248 Korean journals indexed by Scopus, the three subject areas of engineering (46 titles), materials science (22 titles) and medicine (81 titles) were selected for analysis. The citation trends and patterns from these subject areas were expected to yield meaningful results since more journals are indexed by Scopus in these areas than in others. We chose a study period of 5-year from 2012 to 2016 and only examined articles and reviews. Our entire data set included 22,577 publications from engineering, 4,959 from materials science, and 25,957 from medicine. We evaluated the publications in each subject area using quantitative and qualitative indicators (Tables 1, 2).
- Our analytical strategy was to identify authors’ affiliations and the number of authors and then assess the relationships of those parameters with citation impact. First, we extracted engineering, materials science, and medical journals published by Korean publishers and societies. Second, the dataset was limited to the parameters of publication type (article and review), year (2012 - 2016), and countries with which authors were affiliated (Korean and foreign). Third, based on authors’ affiliations, publication type, and subject area, 12 groups were created (Table 2). Fourth, we analyzed research performance by publication type to identify citation trends according to authors’ affiliations.
- Comparisons between groups were conducted without statistical tests because all data from each group were collected. To determine whether the number of citations was affected by the number of authors in the 12 groups, a regression analysis was performed using IBM SPSS Version 20.00 (IBM Corp., Armonk, NY, USA).
Results
- Comparison of the citation impact of publications between Korean authors and foreign authors
- We identified authors’ countries of affiliation from the dataset, and their distribution for authors of articles and reviews is shown in Fig. 1. For articles by foreign authors in engineering, China was the most common country of affiliation (37.7%), followed by Iran (10.7%) and the United States (9.9%). For reviews in engineering, the percentage of authors from the United States was the highest (22.0%), followed by Chinese authors (15.8%), and Japanese authors (9.0%). For articles in materials science, the percentage of Chinese authors was the highest (31.9%), followed by Iranian (11.6%) and Indian (8.1%) authors. For reviews in materials science, the highest proportions of authors were from China (15.4%), Malaysia (15.4%), and the United States (15.4%). In the area of medicine, authors from the United States accounted for the highest proportion of both articles and reviews written by foreign authors (17.5% and 39.9%, respectively). Compared to engineering and materials science, the proportion of authors from the United States in medicine was quite high, which contributed to the citation impact.
- As explained in the Methods section, we analyzed citations per publication and the publications in top 10 citation percentile to assess citation impact by publication type (article and review), authors’ countries of affiliation (Korean and foreign), and subject areas (engineering, materials science, and medicine) (Tables 3, 4). Overall, the number of citations per publication by foreign authors was higher than the corresponding value for Korean authors by an average of 1.9, except for citations per review by Korean authors in materials science, which was 0.7 higher than for reviews by foreign authors. Furthermore, the number of citations per review was generally higher than the number of citations per article except for citation per review by foreign authors in materials science. The number of citations per review by foreign authors in medicine was 13.8, which was the highest of the 12 groups analyzed, whereas the number of citations per article by Korean authors in engineering and materials science was relatively low (2.1 and 2.3, respectively). This finding shows that reviews received more attention from readers and researchers and more citations than articles. Citations per publication for medical subject were higher than for engineering and materials science for Korean authors, but this trend was not consistent for foreign authors in materials science.
- As shown in Table 4, more articles by foreign authors than by Korean authors were in publications in top 10 citation percentile by 2.2% on an average in three subject areas. Reviews were more likely to be in the top 10 citation percentile than articles in engineering and medicine, while articles (4.1%)by foreign authors was higher than reviews (2.6%) in top 10 citation percentile for materials science. The following statistics support this trend. The percentage of reviews by foreign authors in medicine in the top 10 citation percentile was the highest (25.8%), followed by reviews by Korean authors in medicine (16.0%), reviews by foreign authors in engineering (11.3%), and reviews by Korean authors in engineering (10.3%). It is likely that reviews were more competitive than articles and that publications by foreign authors were more competitive than those by Korean authors in terms of the citation index, but these trends showed variations across our dataset (Tables 3, 4).
- Citation impact and the number of authors
- From the perspective of research collaboration, more authors contributing to an article should lead to more traffic, thereby increasing opportunities for citation. Many studies have shown that research collaboration, as indicated by co-authorship, is essential for progress in scientific research. Over the past several decades, large-scale collaborative projects have become increasingly frequent in fields as diverse as high-energy physics, medicine, and genetics [6-8]. Although these large collaborations have received the lion’s share of media attention [9], research collaboration on a smaller scale is also important for scientific productivity and influence [10]. For instance, within the field of bibliometrics, the total number of co-authors of a publication is positively correlated with the number of citations received by that study [11].
- We investigated the number of authors per publication and the citation impact of publication in three subject areas (engineering, materials science, and medicine) by publication type (articles and reviews) and country of affiliation of the authors (Korean or foreign). Generally, articles had more authors than reviews, except for reviews by foreign authors in engineering. In all three subject areas, the number of authors per review by foreign authors was larger than the number of authors per review by Korean authors. The difference in the number of authors per review between Korean and foreign authors was 1, 1.4, and 0.1 for engineering, materials science, and medicine, respectively (Table 5). In contrast, the number of authors per article was the same for Korean and foreign authors in engineering (3.4) and materials science (4.0), and the number of authors per article by Korean authors in medicine was higher than the corresponding value for foreign authors by 0.4. In medicine, the number of authors per article and review by Korean authors was larger than for articles and reviews by foreign authors (Table 5).
- As shown in Fig. 2, there was a weak relationship between the number of authors per publication and citation impact. The number of authors per review by Korean authors in engineering and the number of authors per review by foreign authors in materials science showed a slight association with citation impact. Interestingly, the number of authors per review by foreign authors in materials science and medicine was negatively associated with citation impact (Fig. 2).
- Citation impact and view count per publication
- Since scholarly publications are published and distributed through various online sources, several previous studies have addressed the importance of downloads and views count; researchers have attempted to measure scientific impact based on these parameters. Such data would allow scientific activities to be measured immediately after publication, rather than having to wait for citations. Previous studies have proposed the “download impact factor” as a journal metric [12,13] reporting close correlations between citations and downloads [14].
- In the present study, we extracted the record of clicks from the Scopus data on download usage and analyzed whether the views count was associated with citations of publications across our 12 different categories. We found two trends in the views count analysis. First, the view count of publications by foreign authors was higher than that for publications by Korean authors (by an average of 7.6). This result was in all three subject areas (Table 6). The views count per review by foreign authors in engineering was highest (42.9), and the views count for reviews (on average, 15.5) was higher than the views count per article. The difference between views count per article and per review was highest in publications by foreign authors in engineering (27.7), whereas it was relatively small for Korean authors in medicine (6.0).
- How is views count important in terms of citation impact? To provide an answer to this question, we analyzed the relationship between views count and citation impact across the 12 groups of publications (Fig. 3). There was a relatively strong relationship between views count per publication and citation impact compared to the number of authors per publication. In particular, views count per review by Korean authors in engineering and materials science and by foreign authors in engineering and medicine was strongly associated with citation impact. This finding underscores that views count per review rather than views count per article is more closely related to citation impact.
Discussion
- In this study, the citation impact of articles and reviews published by Korean and foreign authors in Korean journals in engineering, materials science, and medicine was examined, with the goal of determining whether bibliometric indicators, such as the number of authors and views count, affected citations of the publication. We found that citations and the publications in top 10 citation percentile in three subject areas were higher for reviews than for articles, except for reviews by foreign authors in materials science. In particular, citations and publications in top 10 citation percentile for reviews in engineering and medicine were quite high. The citation impact of articles and reviews by foreign authors was higher than for articles and reviews by Korean authors, except for reviews by Korean authors in materials science. The number of authors per review by foreign authors was larger than the number of authors per review by Korean authors, and articles in medicine had more authors than those in other subject areas.
- Authors from the United States accounted for a large percentage (39.9%) of the reviews in medicine since journal publishers and editors routinely invite distinguished researchers to write reviews. The high percentage of authors from the United States contributed to the higher number of citations and publications in top 10 citation percentile for reviews in medicine. This finding suggests that inviting foreign authors to write reviews is a successful approach in terms of citation impact. The lower citation impact of reviews by foreign authors rather than by Korean authors in materials science can be interpreted as indicating that, world-wide, top-ranking researchers in Korea were invited to submit review in their specific fields. Materials science is known to be one of the most competitive research areas in Korea from a global perspective, as shown by the fact that the number of publications was third and the field-weighted citation impact was 1.38, which was the fourth-highest of 22 categories in Korea [15].
- Globally, the publication share of authors from the United States, China, India and Japan was reported to be 25%, 22%, 5.4%, and 5%, respectively, based on a Department for Business, Energy and Industrial Strategy report [16]. This pattern is consistent with that shown in Korean journals, although authors from Malaysia, Iran, and Turkey are relatively over-represented in Korean journals because of their willingness to submit articles to Korean journals since original articles are considered voluntary in terms of publishing activities unlike reviews.
- There was a weaker relationship between the number of authors per publication and citation impact. This trend depended on subject area, as the number of authors per review by foreign authors in materials science and medicine was negatively associated with citation impact. There was a positive relationship between views count per publication and citation impact. As the view count increased, the citation impact increased because the publication had more opportunities to be cited. Additionally, the effect of views count seemed to be higher for reviews than for articles.
- The limitations of this study include the classification of authors and bibliometric indicators. If a Korean author contributed to a publication along with foreign researchers, the publication was classified as having foreign authors, which means that there were more publications reflecting international collaboration than publications involving national and institutional collaboration [5,17,18].To identify additional bibliometric indicators that could be important for increasing the citation impact of articles and reviews, future research could extend our research methodology to cover more biblio-metric indicators and journals published by Asian countries, in order to validate whether the findings we reported for Korean journals can be generalized.
- Our findings imply that journal publishers and editors in Korea should attract more reviews by foreign authors, which are positively associated with increased citations. Doing so will help increase journal impact. Views count and citation impact were found to be positively associated. Hence, journal publishers and editors should support collaborative work, invite more publications from international authors, and promote their publications to increase view count, which is helpful for increasing opportunities to be cited and for promoting the visibility of research.
Notes
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Conflict of Interest
No potential conflict of interest relevant to this article was reported.
Fig. 1.Countries distribution ratio by authors group. (A) Article in engineering, (B) reviews in engineering, (C) articles in material engineering, (D) reviews in material engineering, (E) articles in medicine, and (F) reviews in medicine.
Fig. 2.Relationship between No. of authors per publication and citations by author group in three subjects. (A) Articles by Korean author group in engineering, (B) articles by foreign author group in engineering, (C) reviews by Korean author group in engineering, (D) reviews by foreign author group in engineering, (E) articles by Korean author group in materials science, (F) articles by foreign author group in materials science, (G) reviews by Korean author group in materials science, (H) reviews by foreign author group in materials science, (I) articles by Korean author group in medicine, (J) articles by foreign author group in medicine, (K) reviews by Korean author group in medicine, and (L) reviews by foreign author group in medicine.
Fig. 3.Relationship between views count per publication and citations by author group in three subjects. (A) Articles by Korean author group in engineering, (B) articles by foreign author group in engineering, (C) reviews by Korean author group in engineering, (D) reviews by foreign author group in engineering, (E) articles by Korean author group in materials science, (F) articles by foreign author group in materials science, (G) reviews by Korean author group in materials science, (H) reviews by foreign author group in materials science, (I) articles by Korean author group in medicine, (J) articles by foreign author, group in medicine, (K) reviews by Korean author group in medicine, and (L) reviews by foreign author group in medicine.
Table 1.Dataset description
|
Subject |
2012 |
2013 |
2014 |
2015 |
2016 |
Overall |
Article |
Engineering |
3,490 |
3,952 |
4,844 |
4,999 |
4,940 |
22,225 |
|
Materials science |
887 |
937 |
941 |
1,032 |
1,085 |
4,882 |
|
Medicine |
4,152 |
4,490 |
4,743 |
4,932 |
5,038 |
23,355 |
Review |
Engineering |
108 |
65 |
59 |
51 |
69 |
352 |
|
Materials science |
12 |
10 |
24 |
14 |
17 |
77 |
|
Medicine |
741 |
652 |
566 |
615 |
948 |
3,522 |
Table 2.Number of articles and reviews by authors’ country of affiliation in 3 subject areas
|
Engineering
|
Materials science
|
Medicine
|
Korean
|
Foreign
|
Korean
|
Foreign
|
Korean
|
Foreign
|
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
2012 |
2,050 |
46 |
2,096 |
1,440 |
62 |
1,502 |
654 |
6 |
660 |
233 |
6 |
239 |
3,294 |
579 |
3,873 |
858 |
162 |
1,020 |
2013 |
2,280 |
39 |
2,319 |
1,672 |
26 |
1,698 |
674 |
7 |
681 |
263 |
3 |
266 |
3,470 |
480 |
3,950 |
1,020 |
172 |
1,192 |
2014 |
2,469 |
24 |
2,493 |
2,375 |
35 |
2,410 |
662 |
9 |
671 |
279 |
15 |
294 |
3,550 |
408 |
3,958 |
1,193 |
158 |
1,351 |
2015 |
2,411 |
29 |
2,440 |
2,588 |
22 |
2,610 |
657 |
8 |
665 |
375 |
6 |
381 |
3,575 |
444 |
4,019 |
1,357 |
171 |
1,528 |
2016 |
2,308 |
37 |
2,345 |
2,632 |
32 |
2,664 |
634 |
8 |
642 |
451 |
9 |
460 |
3,495 |
643 |
4,138 |
1,543 |
305 |
1,848 |
Total |
11,518 |
175 |
11,693 |
10,707 |
177 |
10,884 |
3,281 |
38 |
3,319 |
1,601 |
39 |
1,640 |
17,384 |
2,554 |
19,938 |
5,971 |
968 |
6,939 |
Table 3.Citations per publication by authors’ country of affiliation in three subject areas
|
Engineering
|
Materials science
|
Medicine
|
Korean
|
Foreign
|
Korean
|
Foreign
|
Korean
|
Foreign
|
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
2012 |
3.4 |
10.3 |
3.6 |
6.9 |
9.2 |
7.0 |
3.3 |
4.2 |
3.3 |
6.4 |
5.7 |
6.3 |
6.4 |
11.9 |
7.2 |
7.1 |
24.1 |
9.8 |
2013 |
2.6 |
5.8 |
2.6 |
6.1 |
21.2 |
6.3 |
3.0 |
17.0 |
3.1 |
7.0 |
17.7 |
7.2 |
5.4 |
12.1 |
6.2 |
6.1 |
15.7 |
7.5 |
2014 |
2.1 |
8.0 |
2.2 |
4.2 |
11.9 |
4.3 |
2.3 |
3.4 |
2.3 |
4.7 |
3.8 |
4.7 |
4.1 |
11.1 |
4.9 |
4.9 |
18.7 |
6.5 |
2015 |
1.6 |
3.1 |
1.7 |
3.4 |
5.2 |
3.4 |
1.7 |
1.5 |
1.7 |
6.0 |
4.3 |
6.0 |
3.0 |
8.1 |
3.6 |
3.7 |
11.3 |
4.5 |
2016 |
0.8 |
2.6 |
0.9 |
1.7 |
2.0 |
1.7 |
0.9 |
3.4 |
1.0 |
2.5 |
2.4 |
2.5 |
1.5 |
4.2 |
1.9 |
1.7 |
6.0 |
2.5 |
Total |
2.1 |
6.2 |
2.2 |
4.0 |
9.7 |
4.1 |
2.3 |
5.6 |
2.3 |
5.0 |
4.9 |
5.0 |
4.1 |
9.2 |
4.7 |
4.3 |
13.8 |
5.7 |
Table 4.Output of papers in the top 10 percentile of citations by authors’ country of affiliation in three subject areas
|
Engineering
|
Materials science
|
Medicine
|
Korean
|
Foreign
|
Korean
|
Foreign
|
Korean
|
Foreign
|
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
2012 |
0.5 |
10.9 |
0.8 |
2.2 |
6.5 |
2.3 |
0.0 |
0.0 |
0.0 |
0.4 |
0.0 |
0.4 |
1.3 |
9.5 |
2.6 |
2.3 |
21.6 |
5.4 |
2013 |
0.3 |
7.7 |
0.4 |
1.9 |
26.9 |
2.3 |
0.4 |
28.6 |
0.7 |
2.7 |
0.0 |
2.6 |
1.7 |
12.9 |
3.1 |
1.6 |
18.6 |
4.0 |
2014 |
0.3 |
12.5 |
0.4 |
1.5 |
14.3 |
1.7 |
0.3 |
0.0 |
0.3 |
1.4 |
0.0 |
1.4 |
1.7 |
17.4 |
3.3 |
2.7 |
29.1 |
5.8 |
2015 |
0.6 |
3.4 |
0.7 |
2.6 |
9.1 |
2.6 |
0.8 |
0.0 |
0.8 |
5.9 |
0.0 |
5.8 |
2.2 |
19.8 |
4.2 |
3.2 |
28.7 |
6.0 |
2016 |
1.0 |
16.2 |
1.3 |
4.1 |
6.3 |
4.1 |
1.3 |
12.5 |
1.4 |
7.1 |
11.1 |
7.2 |
3.2 |
20.7 |
5.9 |
4.7 |
28.9 |
8.7 |
Total |
0.6 |
10.3 |
0.7 |
2.5 |
11.3 |
2.7 |
0.5 |
7.9 |
0.6 |
4.1 |
2.6 |
4.1 |
2.0 |
16.0 |
3.8 |
3.1 |
25.8 |
6.2 |
Table 5.Number of authors per publication by authors’ country of affiliation in three subject areas
|
Engineering
|
Materials science
|
Medicine
|
Korean
|
Foreign
|
Korean
|
Foreign
|
Korean
|
Foreign
|
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
2012 |
3.6 |
1.9 |
3.5 |
3.3 |
2.8 |
3.3 |
4.1 |
2.7 |
4.1 |
4.0 |
5.5 |
4.0 |
6.0 |
3.4 |
5.6 |
5.3 |
3.4 |
5.0 |
2013 |
3.4 |
2.2 |
3.3 |
3.4 |
3.2 |
3.3 |
3.9 |
3.7 |
3.9 |
4.1 |
2.3 |
4.1 |
5.9 |
3.0 |
5.6 |
5.5 |
3.2 |
5.2 |
2014 |
3.4 |
2.3 |
3.4 |
3.3 |
4.1 |
3.3 |
4.0 |
3.6 |
4.0 |
4.3 |
5.0 |
4.3 |
5.8 |
3.0 |
5.5 |
5.6 |
3.3 |
5.3 |
2015 |
3.4 |
3.4 |
3.4 |
3.4 |
4.0 |
3.4 |
4.0 |
3.1 |
4.0 |
3.9 |
4.8 |
3.9 |
6.1 |
3.4 |
5.8 |
5.7 |
3.3 |
5.5 |
2016 |
3.4 |
2.6 |
3.4 |
3.5 |
3.6 |
3.5 |
3.9 |
2.3 |
3.9 |
4.0 |
3.4 |
4.0 |
6.2 |
3.3 |
5.7 |
5.9 |
3.4 |
5.5 |
Total |
3.4 |
2.4 |
3.4 |
3.4 |
3.4 |
3.4 |
4.0 |
3.1 |
4.0 |
4.0 |
4.5 |
4.1 |
6.0 |
3.2 |
5.7 |
5.6 |
3.3 |
5.3 |
Table 6.Views count per publication by authors’ country of affiliation in three subject areas
|
Engineering
|
Materials science
|
Medicine
|
Korean
|
Foreign
|
Korean
|
Foreign
|
Korean
|
Foreign
|
|
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
Article |
Review |
Total |
2012 |
13.2 |
32.7 |
13.7 |
19.6 |
34.9 |
20.3 |
19.0 |
41.5 |
19.2 |
21.0 |
53.8 |
21.9 |
8.5 |
15.0 |
9.5 |
11.1 |
23.7 |
13.1 |
2013 |
12.5 |
24.1 |
12.7 |
18.6 |
62.2 |
19.2 |
19.1 |
56.7 |
19.5 |
25.1 |
73.3 |
25.7 |
8.7 |
16.1 |
9.6 |
11.6 |
21.2 |
13.0 |
2014 |
10.6 |
26.1 |
10.8 |
15.2 |
54.2 |
15.8 |
13.2 |
30.3 |
13.4 |
18.5 |
20.6 |
18.6 |
7.0 |
14.7 |
7.8 |
10.4 |
22.9 |
11.8 |
2015 |
10.8 |
25.4 |
10.9 |
14.4 |
41.3 |
14.6 |
12.5 |
13.6 |
12.5 |
18.4 |
39.8 |
18.7 |
6.4 |
11.0 |
6.9 |
10.1 |
14.8 |
10.6 |
2016 |
9.6 |
35.6 |
10.0 |
11.5 |
31.7 |
11.7 |
12.8 |
19.4 |
12.9 |
14.2 |
35.1 |
14.6 |
6.3 |
10.6 |
7.0 |
7.7 |
13.1 |
8.6 |
Total |
11.3 |
29.3 |
11.5 |
15.2 |
42.9 |
15.7 |
15.3 |
31.1 |
15.5 |
18.7 |
36.1 |
19.1 |
7.4 |
13.3 |
8.1 |
9.9 |
18.2 |
11.1 |
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