A multivariate stochastic model to assess research performance

被引：17

作者：

Abramo, Giovanni ^{[1
]}

Costa, Corrado ^{[2
]}

D'Angelo, Ciriaco Andrea ^{[3
]}

机构：

[1] Natl Res Council Italy, Lab Studies Res & Technol Transfer, Inst Syst Anal & Comp Sci IASI, CNR, Rome, Italy

[2] Consiglio Ric & Sperimentaz Agr CRA, Unita Ric Ingn Agr, Rome, Italy

[3] Univ Roma Tor Vergata, Dept Engn & Management, Rome, Italy

来源：

SCIENTOMETRICS | 2015年 / 102卷 / 02期

关键词：

Research evaluation; Bibliometrics; Stochastic models; SIMCA; University; BIBLIOMETRIC INDICATORS; STATISTICAL PROPERTIES; CLASSIFICATION; DISTRIBUTIONS; UNIVERSITIES; SPECTROSCOPY; CITATIONS;

D O I：

10.1007/s11192-014-1474-5

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

There is a worldwide trend towards application of bibliometric research evaluation, in support of the needs of policy makers and research administrators. However the assumptions and limitations of bibliometric measurements suggest a probabilistic rather than the traditional deterministic approach to the assessment of research performance. The aim of this work is to propose a multivariate stochastic model for measuring the performance of individual scientists and to compare the results of its application with those arising from a deterministic approach. The dataset of the analysis covers the scientific production indexed in Web of Science for the 2006-2010 period, of over 900 Italian academic scientists working in two distinct fields of the life sciences.

引用

页码：1755 / 1772

页数：18

共 41 条

[1] Assessment of sectoral aggregation distortion in research productivity measurements [J].

Abramo, Giovanni ;

D'Angelo, Ciriaco Andrea ;

Di Costa, Flavia .

RESEARCH EVALUATION, 2008, 17 (02) :111-121

[2] How do you define and measure research productivity? [J].

Abramo, Giovanni ;

D'Angelo, Ciriaco Andrea .

SCIENTOMETRICS, 2014, 101 (02) :1129-1144

[3] Investigating returns to scope of research fields in universities [J].

Abramo, Giovanni ;

D'Angelo, Ciriaco Andrea ;

Di Costa, Flavia .

HIGHER EDUCATION, 2014, 68 (01) :69-85

[4] The importance of accounting for the number of co-authors and their order when assessing research performance at the individual level in the life sciences [J].

Abramo, Giovanni ;

D'Angelo, Ciriaco Andrea ;

Rosati, Francesco .

JOURNAL OF INFORMETRICS, 2013, 7 (01) :198-208

[5] Revisiting the scaling of citations for research assessment [J].

Abramo, Giovanni ;

Cicero, Tindaro ;

D'Angelo, Ciriaco Andrea .

JOURNAL OF INFORMETRICS, 2012, 6 (04) :470-479

[6] Revisiting size effects in higher education research productivity [J].

Abramo, Giovanni ;

Cicero, Tindaro ;

D'Angelo, Ciriaco Andrea .

HIGHER EDUCATION, 2012, 63 (06) :701-717

[7] Influence of diel behaviour in the morphology of decapod natantia [J].

Aguzzi, Jacopo ;

Costa, Corrado ;

Antonucci, Francesca ;

Company, Joan B. ;

Menesatti, Paolo ;

Sarda, Francesc .

BIOLOGICAL JOURNAL OF THE LINNEAN SOCIETY, 2009, 96 (03) :517-532

[8] Editorial and publication delay of papers submitted to 14 selected Food Research journals. Influence of online posting [J].

Amat, Carlos B. .

SCIENTOMETRICS, 2008, 74 (03) :379-389

[9]

[Anonymous], CITATION ANAL RES EV

[10] Comparing of Science Bibliometric Statistics Obtained From the Web and Scopus [J].

Archambault, Eric ;

Campbell, David ;

Gingras, Yves ;

Lariviere, Vincent .

JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2009, 60 (07) :1320-1326

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