Automatic Publications Ranking for Research Institutions
Communications of the ACM, 50(9), September 2007, p. 14
In their paper entitled “Automatic and Versatile Publications Ranking for Research Institutions and Scholars,” in Commun. ACM (June 2007, pp. 81 ff.), Jie Ren and Richard N. Taylor show that automatic publications ranking can lead to results similar to those from manual processes [1]. Although the authors warn for the sensitivity of the measurement for parameter choices, they suggest that the reproduction of the rankings validates the use of the instrument for quality assessment.
In addition to numbers of publications, citations can be used for the ranking. Ten of the seventeen journals used by these authors are also included in the Science Citation Index-Expanded Version. A publication and citation count of these ten journals for precisely the same period (1995-2003) leads to completely different rankings. Table 1 provides the extension of the table with publication and citation rates for the 50 programs under discussion; the (Spearman) correlation coefficients between the original rankings [1, 2] and these new ones are of the order of 0.5.
Table 1: Top 50 US computing graduate programs as provided in Ren & Taylor (2007, at p. 84)
extended with citation and publication rates using the ISI journal set.
|
[1] |
[4] |
Score |
|
ISI Publications |
Citations |
c/p ratio |
|
1 |
2 |
87 |
Massachusetts Institute of Technology |
73 |
1186 |
16.2 |
|
2 |
1 |
79 |
University of Maryland, College Park |
38 |
955 |
25.1 |
|
3 |
6 |
78 |
Carnegie Mellon University |
43 |
617 |
14.3 |
|
4 |
19 |
73 |
Georgia Institute of Technology |
20 |
425 |
21.3 |
|
5 |
7 |
70 |
Stanford University |
51 |
850 |
16.7 |
|
6 |
3 |
64 |
University of Illinois, Urbana-Champaign |
23 |
187 |
8.1 |
|
7 |
4 |
63 |
University of Michigan, Ann Arbor |
5 |
41 |
8.2 |
|
8 |
5 |
61 |
University of Texas, Austin |
23 |
226 |
9.8 |
|
9 |
10 |
59 |
Purdue University |
7 |
101 |
14.4 |
|
10 |
11 |
47 |
University of California, Berkeley |
38 |
652 |
17.2 |
|
11 |
26 |
46 |
University of California, San Diego |
14 |
123 |
8.8 |
|
12 |
12 |
45 |
University of Massachusetts, Amherst |
12 |
179 |
14.9 |
|
13 |
30 |
44 |
Rutgers University, New Brunswick |
22 |
245 |
11.1 |
|
14 |
9 |
43 |
University of Southern California |
16 |
300 |
18.8 |
|
14 |
15 |
43 |
University of Washington, Seattle |
32 |
445 |
13.9 |
|
16 |
21 |
40 |
Cornell University |
40 |
1277 |
31.9 |
|
16 |
13 |
40 |
University of California, Santa Barbara |
12 |
129 |
10.8 |
|
18 |
32 |
39 |
Michigan State University |
0 |
0 |
|
|
19 |
20 |
38 |
University of California, Irvine |
14 |
231 |
16.5 |
|
20 |
16 |
36 |
University of Minnesota, Minneapolis |
2 |
31 |
15.5 |
|
21 |
8 |
35 |
University of Wisconsin, Madison |
21 |
342 |
16.3 |
|
22 |
22 |
31 |
Princeton University |
29 |
627 |
21.6 |
|
22 |
31 |
31 |
Columbia University |
14 |
246 |
17.6 |
|
24 |
14 |
29 |
Ohio State University |
2 |
15 |
7.5 |
|
24 |
34 |
29 |
University of Florida, Gainesville |
3 |
5 |
1.7 |
|
26 |
37 |
28 |
University of Pennsylvania |
14 |
211 |
15.1 |
|
26 |
27 |
28 |
Texas A&M University |
5 |
56 |
11.2 |
|
26 |
18 |
28 |
Pennsylvania State University |
1 |
10 |
10.0 |
|
29 |
50 |
27 |
University of Texas, Dallas |
23 |
226 |
9.8 |
|
30 |
29 |
26 |
SUNY, Stony Brook |
10 |
137 |
13.7 |
|
31 |
93 |
25 |
Oregon State University |
4 |
24 |
6.0 |
|
31 |
17 |
25 |
University of California, Los Angeles |
7 |
33 |
4.7 |
|
31 |
51 |
25 |
University of Virginia |
2 |
5 |
2.5 |
|
34 |
65 |
24 |
California Institute of Technology |
12 |
185 |
15.4 |
|
34 |
25 |
24 |
University of Arizona |
13 |
190 |
14.6 |
|
34 |
24 |
24 |
University of Illinois, Chicago |
19 |
187 |
9.8 |
|
37 |
43 |
23 |
State University of New York, Buffalo |
2 |
22 |
11.0 |
|
38 |
38 |
21 |
Rice University |
18 |
231 |
12.8 |
|
38 |
40 |
21 |
Louisiana State University |
2 |
20 |
10.0 |
|
38 |
68 |
21 |
Washington University in St. Louis |
10 |
73 |
7.3 |
|
41 |
56 |
20 |
Harvard University |
13 |
118 |
9.1 |
|
42 |
63 |
19 |
Southern Methodist University |
0 |
0 |
|
|
42 |
51 |
19 |
University of Iowa |
0 |
0 |
|
|
42 |
87 |
19 |
University of South Florida, Tampa |
0 |
0 |
|
|
45 |
69 |
18 |
Rensselaer Polytechnic Institute |
1 |
2 |
2.0 |
|
45 |
53 |
18 |
Boston University |
0 |
0 |
|
|
47 |
71 |
17 |
North Carolina State University |
2 |
31 |
15.5 |
|
47 |
41 |
17 |
University of California, Davis |
5 |
43 |
8.6 |
|
49 |
36 |
16 |
University of Colorado, Boulder |
14 |
203 |
14.5 |
|
50 |
23 |
16 |
New York University |
9 |
69 |
7.7 |
My rankings are based on the attribution of one full point to an institution for each (co-authored) publication and its corresponding citations (on May 27, 2007). However, proportional attribution does not significantly affect my results [2]. Not only does the order change, but five of the fifty institutions under study have not a single publication attributed in the ISI selection during these nine years.
I don’t wish to claim that the citation-based rankings are any better than those published previously. The reliability of bibliometric constructs and their validity as indicators of quality are two different issues.
Loet Leydesdorff
Amsterdam School of Communications Research (ASCoR),
University of Amsterdam, The Netherlands.
loet@leydesdorff.net; http://www.leydesdorff.net.
References
1. Ren, J. and Taylor, R. N., Automatic and versatile publications ranking for research institutions and scholars, Commun. ACM 50, 6 (2007), 81-85.
2. Geist, R., Chemparambil, M., Hedemeimi, S., and Turner, A. J., Computing research programs in the U.S., Commun. ACM 39, 12 (1996), 96-99.
3. Leydesdorff, L., Caveats for the Use of Citation Indicators in Research and Journal Evaluations, Journal of the American Society for Information Science
and Technology (forthcoming)