Data Preprocessing Techniques for Research Performance Analysis

Author(s):  
Fatin Shahirah Zulkepli ◽  
Roliana Ibrahim ◽  
Faisal Saeed
1986 ◽  
Vol 36 (1) ◽  
pp. 92-96 ◽  
Author(s):  
H. F. Moed ◽  
A. F. J. van Raan

2009 ◽  
Author(s):  
Dae-Shin Kang ◽  
In-Wook Nah ◽  
Ho-Young Chun ◽  
Yong-su Shin ◽  
Dae-Hee Lee ◽  
...  

2017 ◽  
Vol 5 (2) ◽  
pp. 211-223
Author(s):  
Владислав Клочков ◽  
Vladislav Klochkov ◽  
Софья Рождественская ◽  
Sof'ya Rozhdestvenskaya

1999 ◽  
Vol 46 (3) ◽  
pp. 591-604 ◽  
Author(s):  
E. C. M. Noyons ◽  
H. F. Moed ◽  
A. F. J. Van Raan

2019 ◽  
Vol 35 (5) ◽  
pp. 737-750 ◽  
Author(s):  
Christopher Gess ◽  
Christoph Geiger ◽  
Matthias Ziegler

Abstract. Although the development of research competency is an important goal of higher education in social sciences, instruments to measure this outcome often depend on the students’ self-ratings. To provide empirical evidence for the utility of a newly developed instrument for the objective measurement of social-scientific research competency, two validation studies across two independent samples were conducted. Study 1 ( n = 675) provided evidence for unidimensionality, expected differences in test scores between differently advanced groups of students as well as incremental validities over and above self-perceived research self-efficacy. In Study 2 ( n = 82) it was demonstrated that the competency measured indeed is social-scientific and relations to facets of fluid and crystallized intelligence were analyzed. Overall, the results indicate that the test scores reflected a trainable, social-scientific, knowledge-related construct relevant to research performance. These are promising results for the application of the instrument in the evaluation of research education courses in higher education.


2016 ◽  
Vol 15 (2) ◽  
pp. 55-65 ◽  
Author(s):  
Lonneke Dubbelt ◽  
Sonja Rispens ◽  
Evangelia Demerouti

Abstract. Women have a minority position within science, technology, engineering, and mathematics and, consequently, are likely to face more adversities at work. This diary study takes a look at a facilitating factor for women’s research performance within academia: daily work engagement. We examined the moderating effect of gender on the relationship between two behaviors (i.e., daily networking and time control) and daily work engagement, as well as its effect on the relationship between daily work engagement and performance measures (i.e., number of publications). Results suggest that daily networking and time control cultivate men’s work engagement, but daily work engagement is beneficial for the number of publications of women. The findings highlight the importance of work engagement in facilitating the performance of women in minority positions.


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