Which factors help authors produce the highest impact research? Collaboration, journal and document properties

被引:237
作者
Didegah, Fereshteh [1 ]
Thelwall, Mike [1 ]
机构
[1] Wolverhampton Univ, Stat Cybermetr Res Grp, Sch Technol, Wolverhampton WV1 1LY, W Midlands, England
关键词
Citation factors; Research impact; Hurdle model; SCIENTIFIC COLLABORATION; CITATION COUNTS; CO-AUTHORSHIP; ARTICLES; SCIENCE; DETERMINANTS; PUBLICATION; ABSTRACTS;
D O I
10.1016/j.joi.2013.08.006
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This study assesses whether eleven factors associate with higher impact research: individual, institutional and international collaboration; journal and reference impacts; abstract readability; reference and keyword totals; paper, abstract and title lengths. Authors may have some control over these factors and hence this information may help them to conduct and publish higher impact research. These factors have been previously researched but with partially conflicting findings. A simultaneous assessment of these eleven factors for Biology and Biochemistry, Chemistry and Social Sciences used a single negative binomial-logit hurdle model estimating the percentage change in the mean citation counts per unit of increase or decrease in the predictor variables. The journal Impact Factor was found to significantly associate with increased citations in all three areas. The impact and the number of cited references and their average citation impact also significantly associate with higher article citation impact. Individual and international teamwork give a citation advantage in Biology and Biochemistry and Chemistry but inter-institutional teamwork is not important in any of the three subject areas. Abstract readability is also not significant or of no practical significance. Among the article size features, abstract length significantly associates with increased citations but the number of keywords, title length and paper length are insignificant or of no practical significance. In summary, at least some aspects of collaboration, journal and document properties significantly associate with higher citations. The results provide new and particularly strong statistical evidence that the authors should consider publishing in high impact journals, ensure that they do not omit relevant references, engage in the widest possible team working, when appropriate, and write extensive abstracts. A new finding is that whilst is seems to be useful to collaborate and to collaborate internationally, there seems to be no particular need to collaborate with other institutions within the same country. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:861 / 873
页数:13
相关论文
共 45 条
[1]   Characteristics of highly cited papers [J].
Aksnes, DW .
RESEARCH EVALUATION, 2003, 12 (03) :159-170
[2]  
[Anonymous], 1981, WRITING TOOLS STYLE
[3]  
[Anonymous], 2011, NEGATIVE BINOMIAL RE
[4]  
ARMBRUSTER BB, 1985, EDUC LEADERSHIP, V42, P18
[5]   Multiple publication on a single research study: Does it pay? The influence of number of research articles on total citation counts in biomedicine [J].
Bornmann, Lutz ;
Daniel, Hans-Dieter .
JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2007, 58 (08) :1100-1107
[6]   What factors determine citation counts of publications in chemistry besides their quality? [J].
Bornmann, Lutz ;
Schier, Hermann ;
Marx, Werner ;
Daniel, Hans-Dieter .
JOURNAL OF INFORMETRICS, 2012, 6 (01) :11-18
[7]   CHANGES IN THE COMMUNICATION OF CHEMICAL INFORMATION .1. SOME EFFECTS OF GROWTH [J].
BOTTLE, RT ;
RENNIE, JS ;
RUSS, S ;
SARDAR, Z .
JOURNAL OF INFORMATION SCIENCE, 1983, 6 (04) :103-108
[8]  
Boyack KW, 2005, ISSI 2005: Proceedings of the 10th International Conference of the International Society for Scientometrics and Informetrics, Vols 1 and 2, P335
[9]   Journal prestige, publication bias, and other characteristics associated with citation of published studies in peer-reviewed journals [J].
Callaham, M ;
Wears, RL ;
Weber, E .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2002, 287 (21) :2847-2850
[10]  
Cameron C. A., 2001, ESSENTIALS COUNT DAT