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Scholarly Communication and Technology

Online Books at Columbia

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4.3.2 Monographic Books

4.3.2.1 Total Use Over Time

The Online Books Project includes three collections of monographic books for which we now have some use data. These are (1) Past Masters, classical texts in social thought; (2) Columbia University Press Monographs, mostly contemporary social work books; and (3) Oxford University Press Monographs, contemporary philosophy and literary criticism books. Most of these books came online during the 1996-97 academic year.


4.3.2.1.1 The Past Masters Collection

Until July 1996, ten Past Masters texts were available to the Columbia community online; since then, 54 texts have been available.

As Table 14a shows, from September 1996 to May 1997, the Past Masters texts registered about 2,460 hits from the scholarly community. Table 14b displays the number of hits on the eight most heavily used of these texts for the period from September 1996 to May 1997. This group of texts registered 1,692 hits from the Columbia community, or about 69 percent of the total usage for the Past Masters for this period. Thus, in a collection of texts that was not specifically selected to meet the specific needs of a set of users, we find that 15 percent of the texts accounted for 69 percent of the usage. The other 46 texts averaged about 17 hits each over this period, or about two hits per month.

Patterns of usage may be expected to change over time as various texts are used in courses or by researchers and as the Columbia community becomes more aware of the online books. It will be interesting to see how usage of the Past Masters evolves over the next academic year. The data to date remind us that to the extent that there are meaningful costs to creating online books (or journals) and to maintaining them as part of a library's collection, planners must select items for the online collection carefully. Of course, the decision rules for a consortial approach will be different from those for a group of non-cooperating individual libraries. We are attempting to delve into these cost issues and hope to have some findings by the end of 1997.

Table 14a. Past Masters On The Web, Total Monthly Hits: May 1995 - March 1997

Month
1995
1996
1997
January
NA
231
236
February
NA
298
334
March
NA
137
April
NA
1,423
#205
May
0
144
June
5
1,861
July
0
513
August
52
340
September
0
330
October
972
369
November
619
604
December
225
382
Note: Early data include a substantial share of Project development hits as work was progressing on the texts. # March - May 1997 hits.


Table 14b. Key Past Masters Texts On The Web, Monthly Hits: August 1996 - May 1997

Author
Bacon
Bentham
Hamilton
Hobbes
Hume
Machiavelli
Mill
Title
New Organon
Introduction Principles of Morals & Legislation
Federalist Papers
Leviathan
Enquiry - Principles of Morals
The Prince
On Liberty
US Constitution
TOTAL
Sept. '9645 123 215 611 35192
Oct.27 1818 5412 7518 15237
Nov.321 41 742 765 16499
Dec.14 365 9918 688 13261
Jan. '9763* 111* 960 302* 4180
Feb.34* 2013 1639 40*34 16212
March* 0* 112 ** 518
April#37* 0#14* 00 #20*#22* 0#93
May* 0* 00 ** 0NC
Total541 8013274 14831090 1041,692
Note: Values that are in bold indicate that the text was in use in the Columbia College Contemporary Civilization class in that month. Other Past Masters texts used in that course (Locke's Second Treatise on Civil Government) did not make our heavy use list. * This text was on reserve for one or more courses during this semester. # March to May 1997 hits.


4.3.2.1.2 Columbia University Press Monographs

Cross title comparisons are difficult because books were made available to the community at different times - from September 1996 forward. Our design breaks these books into chapter files in most cases, so a hit gives a user access to a whole chapter if he gets beyond the Table of Contents file. As Table 15 shows, scholars are using these online books.


>4.3.2.1.2.1 Social Work Books

In the period from May 1, 1996 to May 31, 1997, the social work books received a total of 1,948 hits, with a peak in October of 353 hits. The October peak reflects the use of the three books with the most hits in classes in the School of Social Work. Bold values on Table 15 indicate months in which we are aware that the book was being used in a class. If faculty members did not put the books on reserve in the library, we may not know that it was in use in a class. Also in many cases, although we know the book was used in a course, we do not know in which months. The secondary peak in February 1997 (278 hits on social work books) also reflects class use of the two titles with the greatest number of hits.

We informed the social work faculty of the availability of the online availability of these books in several ways over the months preceding their introduction. Furthermore, we requested permission of these instructors to conduct in-class surveys at the time they were discussing the material from these books. These steps seem to have led the instructors to inform their students of the availability of these books online and to have caused some faculty and students to look at the online books. In the Spring 1997 term, we also provided handouts about the Social Work collection to several classes that were using books included in the collection.

Table 15. Scholarly Hits on Columbia University Press Books, May 1, 1996 - May 31, 1997

1996 19971996-97
TitleMay June July Aug. Sept. Oct.Nov. Dec.Jan. Feb.Mar. Apr.May Total
1. Handbook of Gerontological Services 00 04 1592 1812 1321 #36211
1. Philosophical Foundations... 93 07 1519 511 14*18* *#25126
1. Supervision In S.W. 1611 13 2358 4713 3155 *#42 300
1. Task Strategies: 01 65 18150 10912 82 #288599
1. Turning Promises ... 05 06 1819 102 320 #32115
3. Mutual Aid Groups, . 01 168 90 859 83151 *#149 335
5. Qualitative Research In S.W. 00 164 61 38 54*11* *#10 113
Total Social Work 252239 37104339 200117206 278#3561799
2. Seismosaurus 00 00 026 5511 1239 #10153
5. Sedimentographica 00 00 00 00 294 #639
Total Earth Science 000 002655 114143 #16192
3. Gender in Inter'l Relations 00 00 00 512 106 #2255
Note: Numbers preceding titles indicate the month the book was made openly accessible to the community. 1=Sept. 1996 and on through the months. Bold values indicate months in which the book is known to have been used in a course; * indicates that the book was on reserve for one or more courses during the semester, but month(s) of use are not known. # March - May 1997 hits.

The following books had no hits by the end of May 1997: Ozone Discourses, Jordan's Inter- Arab Relations, Hemmed In, Managing Indonesia.


4.3.2.1.2.2 Other Works

The two earth and environmental science titles had 192 hits; the political science title received 55 hits. While these values do not seem large, they should be thought of in the context of the number of uses that a print copy would receive in a similar period if it were not on reserve for a course. If it is recalled almost at once, a book will circulate at most about six times during a semester. Books on loan are also unavailable for serendipitous use by scholars. For example, the two earth and environmental science titles had a total of only two circulations over the past three years.

As the following table shows, the paper copies of these books have experienced substantial circulation, some regular and some reserve, over the past three years. It does not seem that circulation of the print copy has declined with the introduction of the online versions. In fact, it is likely that online availability has created an expanded audience for at least some titles. Further analyses of the print circulation data will be conducted during summer 1997 to determine if additional expansion of use or new shifts in use can be discerned.

Table 16. Columbia Circulation of Columbia University Press Monographs: 1994 - 1996

1/1994 2/19941/1995 2/19951/1996 21996Total
Handbook Geront. Services
3
6
0
18
8
7
42
Mutual Aid Groups,..
0
19
17
16
7
9
68
Qualitative Research In Social Work
0
1
5
4
1
1
12
Supervision In Social Work
39
3
47
4
30
4
127
Task Strategies:
0
15
8
0
15
18
56
Philosophical Foundations of S. W.
0
3
2
1
1
1
8
Turning Promises Into Performance
3
3
7
3
6
1
23
Sedimentographica*
0
0
0
0
0
1
1
Seismosaurus
0
1
0
0
0
0
1
Gender in Internatl Relations
3
8
13
2
7
5
38
Note: * Title acquired in 1995. Periods are half years: January - June and July-December.


4.3.2.1.3 Oxford University Press Monographs

The first Oxford monographs were introduced to the Columbia community in mid-Fall 1996. Six books of literary criticism and 12 of philosophy were online by June 1997; Tables 17a and 17b detail the month of introduction and the usage for each. The literary criticism titles received 92 hits through May 31, 1997; the philosophy titles 626 hits.

None of these books was on reserve for a course Fall 1996 or Spring 1997. This is not surprising. Few monographs in the Libraries collection are on reserve for courses. Also, faculty members may take a while to become acquainted with newer monographs and to decide to include them in a course. Potentially, a great value of placing new monographs online will be in helping scholars to maintain current awareness in their fields of scholarship and teaching.

Table 17a. Scholarly Uses (Hits) Oxford University Press Monographs In Literary Criticism, May 1, 1996 - May 31, 1997

Author
May
Lowrey
Moses
Morrison
Spiegel- man
Parkes
Title
2. Children's Literature & Critical Theory
2. "Littery Man"
2. Novel & Globalization of Culture
2. Poetics of Fascism
4. Majestic Indolence
6. Modernism & Theater of Censorship
Total
May '96 00 00 00 0
June0 00 00 00
July0 00 00 00
August 00 00 00 0
Sept. 00 00 00 0
Oct.0 00 00 00
Nov.0 30 20 05
Dec.6 011 00 017
Jan. '97 57 46 120 34
Feb.1 78 71 024
March 0 0 0
April #7#3 00 #20 #12
May 0 0 0
Total 192023 1515 092
Note: Numbers in column headings stand for the month the book entered the public online collection: 1. October 1996 2 November 1996 3. December 1996 4. January 1997 5. February 1997 6. June 1997.

Earlier uses are by individuals informed of the URLs. # Hits for March - May 1997.


Table 17b. Scholarly Uses (Hits) Oxford University Press Monographs In Philosophy, May 1, 1996 - May 31, 1997

1996 1997 1996-97
TitleMay June July Aug. Sept. Oct.Nov. Dec.Jan. Feb.Mar. Apr.May
Total
Autonomous Agents
0
00 05 00 52 20#3
35
Bangs, Crunches, Whispers & Shrieks
0
116 811 04 88 7#26
89
Free Public Reason:
0
00 08 02 70 11#32
60
Freedom & Moral Sentiment
0
00 05 00 22 10
10
Law & Truth:
0
0 00 00 90 75 #4
25
Morality, Normativity & Society
0
02 69 04 114 33#1
70
Nietzsche's System
0
30 07 00 77 2#9
35
Other Minds: Critical Essays
2
35 05 015 912 23#39
113
Philosophy of Mathematics...
0
00 08 02 32 0#6
21
Real Rights
0
03 08 00 05 3#3
22
Self Expressions:
4
2414 27 04 29 30#21
117
The Logic Of Reliable Inquiry
0
30 06 12 43 1#9
29
Total
6
344016 7914248 71136#153
626
Note: Numbers preceding titles indicate the month a book was made openly accessible to the community. Earlier use is by individuals who knew the non-public addresses for the books. All of these books, with the exception of Law & Truth, became available to the community in October 1996. Law & Truth became available in November 1996. # Total hits March - May 1997.


Table 18. Columbia Circulation of Oxford University Press Monographs: 1995 - 1996

1/1995
2/1995
1/1996
2/1996
Total
Children's Literature & Critical Theory
"Littery Man"*
0
0
0
1
1
Majestic Indolence
0
1
0
0
1
Novel & Globalization of Culture
0
1
3
0
4
Poetics of Fascism
0
0
3
0
3
Autonomous Agents
0
2
1
2
5
Bangs, Crunches, Whispers & Shrieks
Free Public Reason:
Freedom & Moral Sentiment
0
0
1
1
2
Law & Truth:
Morality, Normativity & Society
0
1
0
2
3
Nietzsche's System*
0
0
1
2
3
Other Minds: Critical Essays
0
1
0
0
1
Philosophy of Mathematics...
Real Rights
Self Expressions: Mind, Morals &...*
0
0
0
3
3
The Logic Of Reliable Inquiry
Note: * Title acquired in 1996. Data for the titles with blank cells were not collected in the report on circulation, either because they had not circulated through December 31, 1996 or because the Library Systems Office did not include this book in the report; they will be provided in the report in July 1997. A review of the online catalog shows that most of these books have circulated recently.

Although data on the Columbia circulation of the paper copies of these Oxford books are incomplete at this point, it is clear that these books have some interest for the Columbia community even though they are not on reserve for courses. They are circulating, while some other books sit on the shelf for years before someone checks them out.

One title that did not circulate greatly (Other Minds) was held by one scholar for 347 days from late 1995 through much of 1996, thus depriving other members of the community of the opportunity to encounter it, to determine whether it might be of value to their work, and to read it closely. As noted earlier, a key advantage of online books is their ready availability to the whole community at all times. The online version of Other Minds received 39 hits in 1996.


4.3.2.2 Host Computers for Monographic Book Use

The host computer categories used in analyzing the location of use of the various books were defined earlier. Looking at the Columbia University Press and Oxford University Press books as a whole, we find the distribution given below.

Table 19. Host Computers for Monographic Book Use, May 1, 1996 - May 31, 1997

Host Computer Type
Columbia University Press
Oxford University Press
cc2%5%
cul19%33%
cunix11%15%
cupress12%2%
dialup11%17%
english0%1%
pols0%0%
rhno1%3%
sipa1%*
ssw41%12%
other5%12%
Note: * Less than 0.5%.

The detailed data on the host group for each book in the collection confirms what one would expect from these data -- host computer type is related to book type for the most part. However, once a group within the community becomes aware of the online books, they are likely to review other books in the collection (at least in this early stage when the collection is small). For example, half of the use of Autonomous Agents: From Self Control to Autonomy was from social work host computers. This is a title that might seem related to social work issues even though it is not one of the Columbia University Press social work books or part of the collection of the Social Work Library.

SSW was the host location for the following shares of the hits on the social work titles:

      Handbook of Gerontological Services 53%
      Mutual Aid Groups, Vulnerable Populations 76%
      Philosophical Foundations of Social Work 39%
      Qualitative Research in Social Work 69%
      Supervision in Social Work48%
      Task Strategies: An Empirical Approach 68%

Closer analysis of the usage data finds substantial use from the computer lab in the Social Work School as well as from faculty computers. This suggests that many of these graduate students, most of whom do not live on or near campus, may not have Web access in their homes and, hence, at this point in time, are not equipped to take full advantage of the online books from home. Use of the online version enables them to use the books from the School, however, thus avoiding the walk of several blocks to the Social Work Library.


4.3.2.3 Use By Day And Time -- All Types of Books

Table 20 gives the breakdown of use of the online materials by day of the week for May 1, 1996 to March 15, 1997. Table 21 gives the breakdown by time of day for the same materials for the same period.

The patterns of use varied considerably among the families of online books. For example, 79 percent of the use of The OED, 80 percent of the use of the Oxford monographs, and 91 percent of the use of Columbia monographs occurred on weekdays. Friday alone accounted for 25 percent of the hits on Oxford monographs and 20 percent of the hits on Columbia monographs. This concentration of use is not surprising, as few classes meet on Friday at Columbia, making it a good day for both faculty and students to do research and class assignments. We will track future data to see if these patterns continue.

Table 20. Patterns of Use from Web Server: May 1, 1996 - March 15, 1997 Hits
Granger's Poetry
Past Masters Texts
Oxford English Dictionary
Garland Books
OUP Monographs
CUP Monographs
Day of Week
Num
ber
% of Total
Num
ber
% of Total
Num
ber
% of Total
Num
ber
% of Total
Num
ber
% of Total
Num
ber
% of Total
Monday 36015% 1,338 26%739 20%137 26%
74
11%
247
12%
Tuesday 36115% 1,090 21%597 16%144 27%
85
13%
439
20%
Wednesday 45619% 74114% 619 17%93 18%
101
15%
416
19%
Thursday 27311% 71114% 447 12%43 8%
101
15%
429
20%
Friday 48620% 67213% 484 13%51 10%
166
25%
423
20%
Saturday 1988% 2244% 266 7%6 1%
55
8%
99
5%
Sunday 26811% 4208% 520 14%56 11%
74
11%
96
4%
Total 2,402 100%5,196 100% 3,672 100% 530100%
656
100%
2,149
100%
Weekdays: 1,936 81%4,552 88%2,886 79%468 88%
527
80%
1,954
91%


Table 21. Hits by Time of Day: May 1, 1996 - March 15, 1997

Granger's Poetry
Past Masters Texts
Oxford English Dictionary
Garland Books
OUP Monographs
CUP Monographs
Time Period
Num
ber
% of Total
Num
ber
% of Total
Num
ber
% of Total
Num
ber
% of Total
Num
ber
% of Total
Num
ber
% of Total
Midnight -
6: AM
243
10%
375
7%
560
15%
65
12%
69
10%
46
2%
6: AM -
Noon
365
15%
1,193
23%
405
11%
125
24%
96
15%
381
18%
Noon -
6: PM
1,275
53%
2,199
42%
1,288
35%
259
49%
386
59%
1,275
59%
6: PM -
Midnight
519
22%
1,429
28%
1,419
39%
81
15%
105
16%
447
21%
9: PM -
9: AM
482
20%
1,202
23%
1,271
35%
122
23%
115
18%
148
7%
9: AM -
9: PM
1,920
80%
3,994
77%
2,401
65%
408
77%
541
82%
2,001
93%

The time of day analysis finds:

  • The use of reference books occurred mostly in hours in which the libraries are typically open, i.e., between 9: AM and 9: PM, but a meaningful share - 20 percent (Granger's) to 35 percent (OED) - occurred from 9: PM to 9: AM.

  • The use of online monographs occurred almost totally (93 percent for the Oxford monographs and 95 percent for the Columbia monographs) in hours in which the libraries are typically open, i.e., between 9: AM and 9: PM. Users of these books do not seem to have been taking advantage of the constant availability of online materials. This suggests that these books may have been receiving a large share of their use from computers in the libraries or elsewhere on campus, such as the computer lab in the School of Social Work, that are used predominately or exclusively during work hours. The distribution of use by host type is discussed in the preceding section.

The online versions of these books provide scholars with the flexibility of access to materials at times of the day and week when they cannot use them in the libraries, either because the libraries are not open or because the scholars are not able or willing to be in the library at that time. This flexibility is likely to enhance the scholar's efficiency and effectiveness, but use patterns do not yet indicate that it is being exploited.


4.3.3 Session Analysis for Use of CWeb Books

4.3.3.1 Two Weeks' Sessions - All Online Books

We extracted the Web session data for the online books for the weeks of October 26 and December 7, 1996, in order to learn about the number of sessions and the number of text hits per session. The analysis involved looking for what seemed to be sequential hits from the same address, i.e., ones that were very close in time, and counting those as part of a session of using online books.

The number of sessions in the second week (212) was one-third greater than in the first week and the number of hits (611) was twice as great. The mean session included about two hits in the first week and three hits in the second. Several sessions seemed to involve systematic retrieval of many files.

One way to put this usage into perspective is to compare it to use of other library-related electronic services. In December 1996, bibliographic indexes on CLIO-Plus, the Libraries component of CNet, had a total of 16,740 hits (or about 4,000 per week). However, individual indexes sustained monthly usage ranging from 28 hits (AGELINE) to 2,743 hits (MEDLINE). In fact, only MEDLINE sustained an average number of hits per week that was greater than the number of hits to online books in the December 1996 sample week.

Table 22. Online Book Usage (Web): Hits Per Use Session

Week of Oct. 26, 1996 Week of Dec. 7, 1996
Hits Per Session
# of Sessions
% of Sessions
# of Hits
# of Sessions
% of Sessions
# of Hits
1
9058% 90102 48%102
2
3825% 7656 26%112
3
96% 2717 8%51
4
21% 89 4%36
5
43% 204 2%20
6
43% 244 2%24
7
21% 143 1%21
8
43% 326 3%48
9
00% 02 1%18
10-15
11% 113 0%39
16-20
00% 02 1%36
21-25
00% 00 0%0
>25
00% 04 2%104
TOTAL 154 100% 302 212 100% 611


4.3.3.2 Sessions for Social Work Books

As noted earlier, in Fall 1996, three social work books were most intensively used as they were assigned reading for courses. We analyzed the server statistics through the end of 1996 for these books in an effort to learn how deeply the books were used - to what extent use sessions included book chapters, the search engine, the pagination feature, and the like.

Looking at each of these three titles, we find:

  • Relatively few sessions (7% - 24%) involved someone going to the Table of Contents/Title page for a book and stopping.

  • Many sessions (28% - 59%) involved use of more than one chapter of the book; sessions averaged 1.4 to 3.5 hits on chapters, depending on the book used.

  • Some users would seem to be repeat users who had bookmarked a chapter in the book or made a note of the URL as some sessions (9% - 17%) did not include a hit on the Table of Contents/Title page.

Summary data follow:

Table 23. Session Analysis for Social Work Books, Fall 1996

Handbook of Gerontological Services
Supervision in Social Work
Task Strategies
Number of Chapters/Essays in Book
10 chapters
10 chapters
11 chapters
Sessions
41
46
58
Hits
128
128
284
Mean Hits/Session
3.1
2.8
4.9
Sessions with Table of Contents Hit Only
4 (10%)
11 (24%)
4 (7%)
Sessions with No Table of Contents Hits
7 (17%)
7 (15%)
5 (9%)
Sessions with >1 Chapter Hits
15 (37%)
13 (28%)
34 (59%)
TOTAL HITS ON:
Number
Average/
Session
Number
Average/
Session
Number
Average/
Session
Table of Contents38 .947 1.060 1.0
Chapters74 1.863 1.4202 3.5
Page Locator5 .13 .17 .1
Search5 .110 .24 .1
Bibliographic Page 5.1 4.1 9.2
Author Biography1 *1 *2 *
Note: * Less than .05.


4.3.4 Analysis of Unique Users Of Online Books

As of March 15, 1997, the online books system required users to sign in with email address and password, for all of our collection except The OED and Granger's Index to Poetry. This information can be combined with that obtained from the university's directory of its students and staff to obtain demographics on individuals who are using our books. Information on session behavior will be available late summer 1997. Summarized below are findings for the first period of 11 weeks, from March 15 - May 31, 1997, under the new system. Final exams for the Columbia spring semester ended on May 16th with graduation on May 21st. Thus, most of the period under analysis was a busy part of the academic year with only the last few days part of the early summer lull.


4.3.4.1 Use and Users

In this period, the collection (absent The OED initially) was used by 280 different persons making 1,439 hits, for an average of over five hits per user. One or more persons used 45 of the books in the collection. Looking at two data periods, we find use breaks down as follows:

Period
Hits
Mean Hits/Week
Unique Users
Mean Hits/User
March 15-April 14591
138
107
5.5
April 15-May 31848
126
173-280
3.0-4.9
March 15-May 311,439
280
5.1

Without a breakdown by individual, we cannot know the overlap between the 107 users in the first month (information obtained in an early analysis) and the 280 users over the whole period. We do know that the mean hits per user decreased from 5.5 in the first month to 5.1 for the whole period.

Comparing the number of hits on each book category for the two periods of data gathering, we find:

Table 24. Hits by Book Category, March 15 - May 31, 1997

March 15 - April 14
April 15 - May 31
Book Category
Hits
% of All Hits
Mean Hits/Wk
Hits
% of All Hits
Mean Hits/Wk
Garland24 4%5.6 8310% 12.4
Granger'sNA NANA NANA NA
OED*70 12%16.3 41750% 62.1
Past Masters94 16%21.9 314% 4.6
Oxford Univ. Press 346% 7.976 9%11.3
Columbia Univ. Press 36962% 86.1228 27%34.0
TOTAL591 100%137.9 835100% 124.4
* The OED was added late in the first period. One means of access for The OED is still not included.

As The OED came into the user-based analysis late, it had an artificially low number of hits and share of the total in the first period. As a result, the shares for the other book categories were inflated. In the second period, The OED has the prominence among the online books - a 50 percent share of hits - that the other server data have shown, even though one means of access is not included.

During the second period, use of the three Garland reference books doubled to an average of four hits per week per book and hits on the Oxford monographs increased 43 percent. Weekly hits on the Past Masters decreased 79 percent and on the Columbia monographs 60 percent. Overall, average weekly hits were down ten percent.


4.3.4.2 Use Concentration

In this section we will analyze the data on the number of users, the amount of use per user, and the demographics of the user population for the various books. This analysis may shed light on the patterns of use and what factors favor use of online books.


4.3.4.2.1 Reference Books

The number of unique users, hits and mean hits per user for each of the reference titles for which data are available during this period was as the following table shows:

Table 25. Unique Users and Hits for Reference Books, March 15 - May 31, 1997

Title
Users
Hits
Mean Hits/User
The OED173 4872.8
Chaucer Name Dictionary 934 3.8
Native American Women 939 4.3
African American Women 633 5.5

These data show an inverse correlation between number of users and the mean number of hits per user.


4.3.4.2.2 Non-Reference Books

Half of the 82 online non-reference texts, including the Past Masters, were used during this 11 week period. The distribution of titles by number of users was as follows:

Table 26. Non-Reference Books by Number of Users, March 15 - May 31, 1997

Number of Users
Number of Titles
Share of Titles
301 1%
181 1%
82 2%
72 2%
63 4%
50 0%
44 5%
33 4%
210 12%
115 18%
041 50%

In declining order of number of users, the non-reference texts which had two or more unique users during this period, their number of users, number of hits, and mean hits per user were:

Table 27. Unique Users and Hits for Non-Reference Books, March 15 - May 31, 1997

Title
Users
Hits
Mean Hits/User
Task Strategies: An Empirical Approach to Clinical Social Work 302889.6
Mutual Aid Groups, Vulnerable Populations and the Life Cycle 181387.7
Philosophical Foundations of Social Work 8212.6
Supervision in Social Work 8334.1
Self Expressions: Mind, Morals and the Meaning of Life 7213.0
Bangs, Crunches, Whimpers, & Shrieks 7213.0
Handbook of Gerontological Services 6315.2
Qualitative Research in Social Work 6101.7
Turning Promises into Performance: The Management Challenge 6315.2
Gender in International Relations 461.5
Other Minds 4348.5
Seismosaurus 482.0
The Prince 4123.0
Nietzshe's System 362.0
The Logic of Reliable Inquiry 372.3
The New Organon 3248.0
Art of Rhetoric 284.0
An Essay toward a New Theory of Vision 221.0
Federalist Papers 294.5
Free Public Reason: Making It Up As We Go.. 263.0
On the Principles of Political Economy... 263.0
Philosophy of Mathematics & Math. Practice in the 17th Century 231.5
Principles of the Most Ancient & Modern Philosophy 284.0
Real Rights 231.5
Reflections on the Revolution in France 252.5
Sedimentographica 263.0
Note: Titles in bold were on reserve for one or more courses in Spring 1997.

The two books with the most users, both social work texts, had the most hits and the first and fourth highest mean hits per user. They accounted for 426 (51%) of the 832 hits on non-reference texts during this period. The top four texts (five percent of the non-reference collection), all social work books, accounted for almost 58 percent of the non-reference hits. The mean hits per user are highly variable. Only six texts averaged more than five hits per user.


4.3.4.3 User Cohorts

4.3.4.3.1 Reference Books

The top user departments and Columbia statuses for the reference books are as follows:


4.3.4.3.1.1 The OED

The seven departments that were the source of four percent or more of the users were:

Department
User Share
Hits Share
Columbia College21% 18%
Unidentified User (Barnard, Teachers College) 15%16%
English9% 13%
Engineering8% 8%
Computer Science6% 9%
General Studies4% 4%
History4% 2%
Total67.00% 70.00%

Primary Columbia statuses that were the source of four percent or more of the users were:

Columbia Status
User Share
Hits Share
Undergraduate Student 58%55%
Unidentified User15% 16%
Graduate Student6% 11%
Professional Student 4%4%
Total83% 86%

Faculty were responsible for a total of less than three percent of the hits on The OED.


4.3.4.3.1.2 Grangers Reference Works:

4.3.4.3.1.2.1 Chaucer Name Dictionary

The distribution of the nine unique users by department is:

Department
Number of Users
Share of Users
Unidentified User
2
22%
Engineering
2
22%
Columbia College
1
11%
English
1
11%
History
1
11%
Music
1
11%
General Studies
1
11%

The distribution of the nine unique users by primary Columbia status is:

Undergraduate Student 67%
Unidentified User22%
Associate Professor 11%


4.3.4.3.1.2.2 Native American Women

The distribution of the nine unique users by department is:

Department
Number of Users
Share of Users
Unidentified User
4
44%
Columbia College
1
11%
Genetics
1
11%
Library Systems
1
11%
Social Work
1
11%
"0" *
1
11%
* To be identified

The distribution of the nine unique users by primary Columbia status is:

Unidentified User44%
Undergraduate Student 22%
Graduate Student22%
Catchall Other11%


4.3.4.3.1.2.3 African American Women

The distribution of the six unique users by department is:

Department
Number of Users
Share of Users
Unidentified User
3
50%
Electrical Engineering
1
17%
Genetics
1
17%
English
1
17%

The distribution of the six unique users by primary Columbia status is:

Graduate Student33%
Undergraduate Student 17%
Unidentified User50%


4.3.4.3.2 Non-Reference Books

Almost 91 percent of the users of the top four books, all social work titles, were from the School of Social Work; they accounted for 98 percent of the hits on those books. The vast majority of these users (56 of 64) were graduate students. With the exception of the most used one, Task Strategies, these books were on reserve for social work courses during the spring 1997 semester.

  • Three sections, with a total of about 70 students, used Supervision in Social Work as a key text. Thus, potentially, if all seven graduate student users were members of these course sections, about 10 percent of the students used this book online during this half semester.

  • A different three sections, again with about 70 students in total, used Mutual Aid Groups. This book was a major reading in the course; in fact, one of its authors taught two of the sections of the course in which it was used. Sixteen graduate students used this title for a potential penetration of about 23 percent.

  • Philosophical Foundations... (as well as Qualitative Research in Social Work) was on reserve for a doctoral seminar which had an enrollment of 11 students. The instructor reported that this book was a major text in the course that students would have bought traditionally. She did not know how many of her students used the online version. If all eight graduate student (7) and professional student (1) users were class members, that suggests a substantial penetration for that small class. However, it is likely that some of these users were not enrolled in that course.

  • We have no explanation for the heavy use of Task Strategies (by 26 graduate students). The instructor for the course in which the book had been assigned the previous semester reported that she had not recommended it to her students.

The fifth and sixth most used titles - Self Expressions: Mind, Morals and the Meaning of Life and Bangs, Crunches, Whimpers, & Shrieks - are both Oxford University Press philosophy titles.

  • Self Expressions is listed in the Current Social Science Web page along with the social work titles. Five of its seven users were from the School of Social Work, one from the Center for Neurobiology and Behavior, and one from Electrical Engineering. Five of the users were graduate students, one an undergraduate student, and one a post doctoral research fellow.

  • Bangs, Crunches, Whimpers, & Shrieks is listed under Physics in the Current Science Web page. Two of its seven users were from the Physics department, another two from unidentified departments, and one each from Electrical Engineering, Engineering and General Studies. Five of the users were undergraduate students and two unidentified status.

Looking at the various non-reference collections overall, we find the following cohort dominance patterns:


4.3.4.3.2.1 Past Masters

The departments with four percent or more of the 125 hits on Past Masters were:

Department
Hits
Share of Hits
Economics29 23%
Anthropology16 13%
Political Science16 13%
Visual Arts13 10%
Unidentified10 8%
History8 6%
Columbia College7 6%
English & Comparative Literature 76%
Physics5 4%
Total111 89%
Note: Detail may not sum to total due to rounding.

The Columbia statuses with four percent or more of the hits on Past Masters were:

Columbia Status
Hits
Share of Hits
Undergraduate Student 8669%
Graduate Student11 9%
Unidentified10 8%
Total107 86%
Note: Detail may not sum to total due to rounding.


4.3.4.3.2.2 Columbia University Press

The departments with four percent or more of the 597 hits on the Columbia University Press texts were:

Department
Hits
Share of Hits
Social Work547 92%
Unidentified28 5%
Total575 96%
Note: Detail may not sum to total due to rounding.

The Columbia statuses with four percent or more of the hits on these texts were:

Columbia Status
Hits
Share of Hits
Graduate Student525 88%
Unidentified28 5%
Faculty (Professor-Lecturer) 234%
Total576 96%
Note: Detail may not sum to total due to rounding.


4.3.4.3.2.3 Oxford University Press

The departments with four percent or more of the 110 hits on the Oxford University Press texts were:

Department
Hits
Share of Hits
International & Public Affairs 2624%
Social Work21 19%
Engineering10 9%
Political Science8 7%
Unidentified8 7%
Physics5 4%
Lamont-Doherty Observatory 54%
Total83 75%
Note: Detail may not sum to total due to rounding.

The Columbia statuses with four percent or more of the hits on these texts were:

Columbia Status
Hits
Share of Hits
Undergraduate Student 3532%
Graduate Student30 27%
Professional Student 2624%
Unidentified8 7%
GRA5 4%
Total104 95%
Note: Detail may not sum to total due to rounding.


4.3.4.4 Online Book Use Per User

The distribution of number of hits on the online books collection per user over this period indicates that while many users are making quite cursory use of the online books, more are looking at more than one file (e.g., reference entry, chapter) in the collection.

Table 28. Distribution of Hits Per Unique User, March 15 - May 31, 1997

No. Of Hits Per User
% of Total Users
134%
216%
38%
48%
54%
6 - 1016%
11 - 155%
16 - 205%
21 - 252%
>252%
Detail may not sum to 100% due to rounding.

The distribution of number of unique titles viewed by these users over this period indicates that most users come to the collection to look at a single book. The greatest number of books used by a single person was seven (by two persons).

Table 29. Distribution of Unique Titles Viewed Per User, March 15 - May 31, 1997

No. Of Titles Viewed Per User
Number of Users
% of Total Users
1
22580%
2
3211%
3
114%
4
83%
5
1*%
6
1*%
7
21%
Total
280
100%
Note: Detail may not sum to total due to rounding.
* Less than 0.5%

Not surprisingly, there is a certain correlation between number of hits and number of titles used. Those with only one hit could only have looked at one title (42 percent of those using one book). The range of hits among those who used only one book is wide - 20 (9 percent) had more than ten hits. Six users had more than 25 hits; two of them looked at only one book, one each at two and three books, and two at seven books. These statistics indicate some significant use of the collection as measured by average number of hits per title used.

However, hits on several titles need not indicate heavy use of the online books collection. The individual who looked at five books had a total of only six to ten hits as did four of the seven people who looked at four books (one to two hits each). The person who looked at six books had 11 to 15 hits in total (an average of about two hits per book).

As the following table shows, graduate students tended to have more hits, undergraduates and faculty fewer hits.

Table 30. Hits Per Unique User by Academic Cohort, March 15 - May 31, 1997

Academic Cohort
N=
1 Hit
2-3 Hits
4-5 Hits
6-10 Hits
11-20 Hits
>20 Hits
Undergraduate11440% 28%13%14% 4%1%
Grad. Student6618% 14%9%20% 27%12%
Prof'l Student933% 22%22%11% 0%11%
Faculty1242% 25%17%8% 8%0%

These are highlights of the recent data on usage by individuals. Once we have the information on sessions, we will be able to derive valuable information on user behavior - not only number of books used and hits on those books but parts of the book used and repeat usership. We will begin to be able to see revealed preference in user behavior and will be less reliant on responses to questionnaires.



s title or first line. In addition, it provides easy access to the 10,000 most often anthologized poems. As the following table shows, total usage declined from 1996 to 1997 - by 49 percent from the first quarter of 1996 to the first quarter of 1997. Even so, the 4,289 hits for 1996 is considerable.

Reference librarians report no more than a handful of uses of the print version of Granger's each year; it is kept behind the main reference desk and lacks the database of poems. The CD-ROM version, which is kept in the Electronic Texts Service, has the same functionality as the online version; it is used once or twice a month on average.

Table 10. Columbia Granger's World of Poetry: Number of Hits by Month

CNet
CWeb
Total CNet & CWeb
% Change for Total
1994
1995
1996
1997
1995
1996
1997
1995
1996
1997
'94 to '95
'95 to '96
'96 to '97
Jan. 0 22291 180 466150 222557 168 151%-70%
Feb. 0 204137 310 282312 204419 343 105%-18%
Mar.* 0 29296 410 465236 292561 277 92%-51%
April 0 19973 340 278NA 199351 NA 76%NA
May 0 13435 17682 199NA 816277 NA -66%NA
June 0 8130 695 102NA 776239 NA -69%NA
July* 0 8071 550 383 630464 -26%
Aug. 0 7853 767 27 84583 -90%
Sept. 0 7658 596 179 672238 -65%
Oct. NA 16284 863 262 1,025348 -66%
Nov. 311 11450 800 413 914465 194% -49%
Dec. 207 6828 725 257 793287 283% -64%
Total NA 1,710806 5,678 3,483 6,7584,289 NC -37%
Note: * July 1995 CNet hits are estimated. CWeb data are available through March 15, 1997 only; this estimated value is twice the actual count.


4.3.1.1.3 The Oxford English Dictionary

At this time, The Oxford English Dictionary is the most heavily used reference work in our collection. As noted earlier, it is available on both CNet and CWeb, with the former format having greater functionality but being quite opaque. Users find the latter attractive and easy to use, but it only permits them to look up a definition or browse through the contents.

Usage of the CNet version dropped 59 percent from the fourth quarter of 1994 (2,856 hits) to the first quarter of 1997 (1,167 hits). The CWeb version attracted greater use than the CNet version from its first months. Total usage of the resource was greater with the two versions in place than with only CNet, by 55 percent in February 1997 versus February 1995.

Table 11. Oxford English Dictionary: Number of Hits by Month

CNet
CWeb
Total CNet & CWeb
% Change
1994
1995
1996
1997
1996
1997
1996
1997
94 to '95
95 to '96
96 to '97
Jan.
0
643
497
259
0
385
497
644
-23%
30%
Feb.
0
939
1,065
434
0
1,022
1,065
1,456
13%
37%
Mar. *
0
847
683
474
0
683
-19%
April
0
791
752
372
0
#919
752
2,065#
-5%
#12%
May
0
436
410
300
0
410
-6%
June
0
336
310
0
310
-8%
July *
0
300
328
0
328
9%
Aug.
NA
299
282
8
282
-6%
Sept.
NA
533
391
570
961
80%
Oct.
1,238
1,017
783
647
1,430
-18%
41%
Nov.
975
795
335
271
606
-18%
-24%
Dec.
643
536
318
337
655
-17%
22%
Total
6,926
6,154
NA
NA
NA
8,069
NA
-11%
Note: * July 1995 CNet usage is estimated, as the true value was unavailable.

# March - May 1997 hits; these data are somewhat under-counted as The OED was not included in the user-identified data set initially and as one form of bookmarked access was not included for the whole period. The OED became available on CNet in August 1994, but usage data are available back to October 1994 only.

Columbia College has a one semester Logic and Rhetoric course that is required of all its students (about 1,000 each year). Students in this course must complete an assignment involving the OED and are encouraged to use an online version. That assignment occurred in October 1996 and mid-February to early March 1997. In the period preceding mid-March 1997, almost 42 percent of the hits (1,531) on the CWeb OED came from computers in dormitory rooms, suggesting that students are using this resource. This conclusion is confirmed by the analysis of the data by user in the period beginning in mid-March; see section 4.3.4.

Observation and reshelving activity show that scholars frequently use the print copy. However, statistics on use are unavailable as scholars have direct access to several sets in libraries around campus and have not been cooperative in recording use of volumes. In addition, scholars often owned their own copies of the compact edition of The OED. Finally, some serious scholars use the CD-ROM version in the Libraries' Electronic Text Service which allows refined searches with a search engine that is more attractive and user friendly than that in CNet.


4.3.1.1.4 Garland Reference Works

Garland's Chaucer Name Dictionary was added to the CWeb collection at the end of 1996. Native American Women was added in January 1997 and African American Women in February 1997. The first two were added to the CNet collection in February 1997 and the third in March 1997.

Table 12. Garland Reference Works: Number of Hits by Month, December 1, 1996 - May 31, 1997

Chaucer Name Dictionary African American Women Native American Women
CWeb
CNet
Total
CWeb
CNet
Total
CWeb
CNet
Total
Dec. '9628 NA28 NANA NCNA NANC
Jan. '9762 NA62 8NA 860 NA60
Feb.107 15122 26NA 26107 11118
MarchND 8NC 31 7
April#72 7#90 #9010 #139#63 4#77
May 3 8 3
Total269 33302124 49173230 25255
Note: # March - May 1997 hits. NA - Resource was not available. ND: Data are not available.

NC - Not Calculable.

CWeb is a far more popular means of access to these resources than CNet. Although Chaucer Name Dictionary and African American Women were both available on CNet from February 3rd, their usage on CNet in February was only 10 to 15 percent of that on CWeb. The Libraries' print copies of these reference books are lightly used, so these hits signify substantial expansion of use of these books.


4.3.1.2 Host Computers for Reference Book Use

A user location analysis acts as a proxy for user cohort for the early use data. We have grouped host computers into the following ten categories.

    cc - mainly computers in public labs

    cul - computers in the libraries

    cunix - in general on campus computers linked directly to a cunix server, also now the host computer for Granger's

    cupress - computers at CUP

    dialup - computers connected by dialup modem

    english - computers in the English department

    pols - computers in the Political Science department

    rhno - computers on the residence hall network

    sipa - computers at the School of International and Public Affairs

    ssw - computers in offices and labs at the School of Social Work

    other - computers at all other Columbia locations

The distribution of use of the five reference works supplied via CWeb across these categories is shown below. With the exception of the three Garland books, a very small share of the uses of these reference works occur on computers in the libraries; the Columbia community is taking advantage of the out-of-library access to these resources. As noted earlier, a large share of the use of The OED occurs from students' on campus residences (rhno host computers).

Table 13. Host Computers for Reference Book Use, May 1, 1996 - March 15, 1997 - Percent Distribution

Host Computer Type
Granger's Poetry
OED
Garland Titles
cc
1%
8%
2%
cul
1%
2%
40%
cunix*
64%
16%
36%
cupress
**
**
6%
dialup
6%
13%
0%
english
0%
0%
0%
pols
0%
0%
0%
rhno
9%
42%
4%
sipa
1%
1%
0%
ssw
7%
1%
3%
other
11%
16%
8%
Notes: * In the later part of this period, a Cunix server was given as the host computer for all uses of Granger's.

** Less than .5%



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