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E-Journal Usage Study and Scholarly Communication Using Transaction Log Analysis: A Case Study of E-Journal (Full-Text) Download Patterns of NAL Scientists and Engineers *R Guruprasad, +Khaiser Nikam #M Gopinath Rao *Vidyadhar Mudkavi *National Aerospace Laboratories, Bangalore +Dept. of Studies, Library and Information Science, University of Mysore #College of Agriculture, University of Agricultural Sciences, GKVK, Bangalore Slide No:1 Paper Presentation at the 7th International Convention on Automation of Libraries in Education and Research, Theme: E-Content Management: Challenges and Strategies, Pondicherry University: 25-27, February 2009. Gutenberg’s Invention of the Printing Press… 1455 AD… Slide No:2 The Invention of the Printing Press Johannes Gutenberg (1395 – 1468 ) l 1455 AD belonged to Johannes Gutenberg, the German Goldsmith and Printer (Mainz,Germany) l His invention of the first movable printing press – considered as one of Western Civilization’s greatest inventions l American team researching World History over the last centuries declared him – ‘Man of the Millennium’ l Jon Man on his book on Gutenberg aptly coined the titled – ‘How one man remade the world with words’ l According to Mark Twain, Gutenberg’s invention – ‘incomparably the greatest event in the history of the World’ l What took months by hand in 1450 to copy a book shot up to 500 copies to be produced in a Week Slide No:3 A Single Obscure Artisan: Instrumental in the changing the course of History The Invention of the Printing Press l The invention effectively broke the monopoly, the aristrocracy, the monarchy maintained by the Churches in publishing information l This invention had an immediate radical change, it brought in the Renaissance (or the Reformation) which directly led to the ‘Modern Age’ l Most importantly, it made dissemination of information easy, affordable and accessible to the common man. l By 1500 A.D. million of books were being printed ranging from literature, poetry, to scientific manuscripts, and most importantly in ‘Vernacular’. A Typical ‘Renaissance ‘ Clothing Slide No:4 The Invention of the Printing Press l His Major Work: The Gutenberg Bible: (also known as 42 line bible), acclaimed for its high aesthetic and technical quality. In his period 200 copies of the Bible were printed. l Specific Contributions to Printing: u Invention of a process for a mass producing moving type u The use of oil based ink in the printing process u Use of a Wooden Printing Press Slide No:5 The Invention of the Printing Press If Gutenberg were alive today…..probably, he would have said this about himself… Slide No:6 A Brief History of Scholarly Electronic Communication And The Evolution of The Scholarly Scientific Journals Late 17th Century… Slide No:7 A Brief History of Scholarly Electronic Communication: Evolution of Scholarly Journals (Scientific) l Until late 17th century, communication between scholars depended heavily on social contacts and by attending meetings arranged by learned societies (e.g. the Royal Society) l Membership to these societies increased gradually l Many could not attend these meetings, so the Proceedings (usually a record of the last meeting) became a place to publish papers l These eventually evolved into scholarly journals l First peer-reviewed journals: (a) ‘Philosophical Transactions of the Royal Society’, (b) ‘Le Journal Des Scavans’ (both published in 1665) Slide No:8 Google always comes to your rescue… A Brief History of Scholarly Electronic Communication: Evolution of Scholarly Journals (Scientific) l 19th century Explosion in the number of journals produced: caused by increased specialization and diversification of academic research l Means of producing mass publications was in place: (cheap wood pulp based paper) l Elsevier Scientific Publishing began publishing engineering journals way back as 1884 l After WW.II, Robert Maxwell Pioneered move: the Pergamon Press (aimed towards mass commercial publication). Slide No:9 A Brief History of Scholarly Electronic Communication: Evolution of Scholarly Journals (Scientific) l By 1960, commercial publishers occupied a major part of the market l By the end of the 17th Century, there were about 30 to 90 scientific and medical journals and this rose to 750 by the end of the 18th Century l First prototype e-journal was in 1976, however the booming time for electronic journals was during the period 1990-1999 l Currently, the number of scientific and abstract journals published worldwide is estimated over 100,000. This has grown steadily during the second half of the 20th Century. Slide No:10 A Brief History of Scholarly Electronic Communication: Evolution of Scholarly Journals (Scientific) l Kessler [1967], says that “although scientific journals have flaws, they have been said to be the “most successful and ubiquitous carriers of scientific information in the entire history of science”. l To substantiate this, hundreds of studies have demonstrated their use, usefulness and value. l In a survey conducted from 1993 to 1998, scientists average 120 readings of scholarly articles per year. l On an average, scientists spend over 100 hours per year reading scholarly articles Slide No:11 The Coming of the Web…. "The Internet is not a thing, a place, a single technology, or a mode of governance. It is an agreement.“ John Gage, Director of Science, Sun Microsystems, Inc. Slide No:12 The Coming of the Web…. “It’s (the Internet) the most fundamental shift since Gutenberg. The Internet is basically a Space and Time destroyer. It shrinks distance and time to zero. It’s as if all the world’s scientists were in one room, available at one computer. Needless to say this is having a profound impact on the way science is done” – Astrophysicist, Larry Starr, (Hallmark, 1995). Slide No:13 The Coming of the Web: Mushrooming of E-Journals l If Gutenberg’s invention of movable printing Press was a great leap towards information dissemination and communication, then the invention of the Web is equally a great leap towards electronic scholarly communication l According to Prof. Steven Harnad, Univ. Quebec (Montreal) ‘the arrival of electronic communication is the 4th revolution in the means of production of knowledge: after spoken language, written language and the Printing Press’ Slide No:14 Role of Electronic Media in Supporting Scholarly Communication Slide No:15 Role of Electronic Media in Supporting Scholarly Electronic Communication l Scholarly electronic communication refers to distribution of scholarly articles, papers and messages by electronic means as opposed to their distribution by paper media l Kling and McKim [2000] say ‘that the shift towards use of electronic media in scholarly communication appears to be an inescapable path’ l They add, ‘the use of electronic media to support scientific communication is one of the major shifts of practice of science in this era l Today, the Internet is the primary medium of this Scholarly Communication Slide No:16 Coming of Age of E-Journals l Coming of age of Electronic Journals has altered the way scholarly information is disseminated throughout the world l E-journals have not only affected the way information is spread, but the way information is acquired and how scientific researcher seek that needed information l Today, scientists have adopted electronic journals because of quick, convenient access from their desktops l Very little effort is required to retrieve them Slide No:17 Information Seeking Patterns of Scientists…. Slide No:18 Information Seeking Patterns of Scientists l Surveys from 1993 to 1998 show that scientists identify articles they read by browsing through journal issues or bound volumes (62% of readings are identified this way) l Automated searches accounts for 12% l Having other persons tell them about the articles amounts to 11% l Using citations found in other articles, books etc.. Adds up to 9% l Current awareness services, printed indexes, and so on fills the remaining 6% l The same study indicates during 1993 to 1998, scientists surveyed average about 120 readings of scholarly articles per year. Slide No:19 Scientific Scholarly Journals: What the trends reflect? l Since their birth in the 17th century, scientific scholarly journals have become the most sought out type of publication, and, for most fields of science – ‘the most inevitable and single most channel of scientific communication’ l Over the last 40 years, numerous studies on scientific journals indicate that: u Journals are extensively read u The information they contain is extremely useful for research, teaching and lifelong learning; u Extremely valuable in terms of favourable outcomes from its use Slide No:20 The NAL / CSIR / NISCAIR E-Conglomerate… Slide No:21 NAL / CSIR / NISCAIR l l Slide No:22 National Aerospace Laboratories (NAL) u Constituent of CSIR u India’s premier civil R&D establishment in aeronautics and allied disciplines u Vision Statement-”development of aerospace technologies with a strong science content and with a view of their practical application to the design and construction of flight vehicles” u Staff strength: 1250 with about 400 full-fledged R&D professionals (over 100 Ph.D.’s) u Through NISCAIR have been provided unique facility to access almost 3316 international e-journals from 11 key publishers CSIR, New Delhi u Constituted in 1942, premier R&D Organization in India u Today, one of the world’s largest publicly funded R&D Organizations having linkages to academia, R&D Organizations and Industry. NAL / CSIR / NISCAIR l National Institute of Science Communication and Information Resources (NISCAIR) u Constituent units of CSIR in the area of Information Science u NISCAIR provides access to 4042 world class e-journals to all S&T personnel of the CSIR fraternity u Right at their Desktops through this Consortia u Has tied up with 11 popular international publishers l Aim of this Consortia: u Strengthen the pooling, sharing and electronically accessing the CSIR library resources u Provide access to World S&T literature through the CSIR labs Slide No:23 What are Transaction Log Analysis or Web Log Analysis (TLA/WLA Vs. DLA) Slide No:24 What are Web-Log or Transaction Log Analysis? l This methodology has immense potential for studying online journal’s use and their user’s information seeking behaviour l Before advent of online journals, most of studies on journal usage were based on (a) Citation Analysis, (b) re-shelving data or (c) Questionnaire l Limitations: (a) Citation Analysis: does not represent all of journal usage as authors do not cite all the articles they read, moreover ‘not every journal reader is an author’ (b) Re-Shelving Data: Not accurate, not possible to distinguish between the use of individual articles or the whole journal (c) Questionnaire: based studies rely heavily on what people think they do or might do – not what they actually do. This could end up in misinterpretations l Widespread use of computer and network technologies had led to a New Methodology: WLA or the TLA u Computers record or log all user transactions in a plain text file called “transaction log” Slide No:25 What are Web-Log or Transaction Log Analysis? u Log files contain data about many of the details of the users’ interaction with the system l Hence some researchers have adopted log analysis to find out about the use of electronic journals in terms of both volume and patterns of use l Intention of the WLA or TLA is multi-purpose: u One can determine overall web site traffic u Also location of users, portions of the site accessed u Number of document downloads l Ihe TLA Technique: u Web servers automatically generate 4 different log files: (a) access logs (e.g. hits), (b) agent log (e.g. browser, operating system), (c) error log (download aborts), referrer logs (e.g. referring links) u These log files size can range from 1 KB to 100 MB (depending upon traffic on a particular site) Slide No:26 What are Web-Log or Transaction Log Analysis? l Ihe TLA Technique (contd.. u u u u u l Deep Log Analysis Method (DLA) came later on to overcome pitfalls of TLA u Slide No:27 Distinction between a hit and an access is critical to understanding the type of data contained in these files. A hit is any file from a Web site that a user downloads Download of a Web page with 6 images on accounts for 7 hits (6 images + 1 text) An Access (or a page hit) is an entire page download regardless of the number of images, sounds, or movies on the page. Download of a Web page with 6 images accounts for only 1 access. Nicholas (2003, 2005) conducted a series of studies on Emerald and Blackwell electronic journals to study in depth the information seeking behaviour of the users. What are Web-Log or Transaction Log Analysis? l Salient Features of DLA: u u u u l Usefulness of Log Studies u Particularly helpful in understanding the searching and browsing behaviour of e-journal’s users. u Slide No:28 Study of ‘repeat users’ to the same site Use of SPSS (statistical analysis package) to analyze raw log data Enriching log data with demographic data, such as user data gathered from the subscription of publishers Paying special attention to ‘returnees’ – users who come back to use the service Findings of eJUST project on Journal’s Home Page and PubMed revealed three very common seeking patterns: q Journal homepage – TOC – HTML full text – PDF full text q PubMed – HTML full text – PDF full text q Journal homepage – search – HTML full text – PDF full text What are Web-Log or Transaction Log Analysis? l Findings of Log Studies: u Findings showed that most requests were for full text in HTML u Followed by requesting the full text in PDF u Final goal of most visits was to take away a PDF version of an article. Data Source: www.niscair.res.in Sample Web Log Data from the NISCAIR Web Server Slide No:29 Findings From Full-Text Downloads of E-Journals of NAL Scientists and Engineers, Period: (2005 – 2007) Slide No:30 Findings from Full-Text Download Statistics of NAL Scientists and Engineers Data Source: www.niscair.res.in Figure 1: Highlights the number of Scientific Journals available for E-Access through the NAL-CSIR-NISCAIR E-Conglomerate. 1600 Number of E-Journals available for E-Access through NAL-NISCAIR-CSIR Conglomerate 1500 Total Number of E-Journals: 4042 1400 Number of Journals 1200 1000 Publisher Name 800 800 600 600 374 400 355 200 126 74 69 41 37 30 20 16 ACS RSC ASCE ASME AIP 0 Elsevier Springer T&F Wiley Blackwell Emerald CUP OXP Publisher Name l l l l Slide No:31 The maximum number of e-journals for the conglomerate is from Elsevier, followed by Springer and T & F. Wiley and Blackwell e-journals are also available in good number. Journals from ASME and AIP are the lowest. There are 13 publishers whose e-journals are available for e-access for the conglomerate. Findings from Full-Text Download Statistics of NAL Scientists and Engineers Data Source: www.niscair.res.in Figure -2: List of CSIR Labs Having Access to the following International Scientific Journal Publishers through the CSIR/NISCAIR E-Conglomerate Number of CSIR Labs having access to E-Publishers through CSIR / NISCAIR Conglomerate Publisher Names 45 42 42 42 42 42 42 42 42 40 40 35 33 No. of CSIR Labs 35 32 30 25 22 22 20 14 15 14 13 11 10 5 Names of Publisher l l l l l Slide No:32 There are 42 CSIR labs which have access to 8 e-publishers from this conglomerate 40 CSIR labs have e-access to T & F and 35 labs have e-access to Indian Standards 33 CSIR labs have e-access to ASTM Standards and 32 labs e-access to Blackwell 22 CSIR labs have e-access to Emerald and CUP Only 11 CSIR labs have e-access to ASME E M AS C E AS M AC AI P d er al Em U P C l el kc w Bl a S TM AS In di an T S td s. td s. F & S AC r ge SC R U P O Sp rin N at u re y ile W EE IE El s ev ie r 0 Findings from Full-Text Download Statistics of NAL Data Source: www.icast.org.in Scientists and Engineers Figure -3: NAL Scientists access to additional E-Journals through NAL-ICAST Gateway NAL Scientists Access to additional E-Journals through NAL-ICAST Gateway 2000 Names of Publishers 1839 1800 1600 No. of E-Journals 1600 1400 1312 1200 1000 865 800 700 613 530 600 400 200 125 74 69 4 38 30 8 33 20 4 16 J O A D O A IP A ST A IC SC R E SM A ld Sc . E or W SA G E SC A C S A P O U IA A A l d r ck w el la al B Em er ge U P C W ile y F & T Sp rin El se vi er 0 Publisher's Name l l l l Slide No:33 NAL scientists have e-access to 1839 e-journals from Elsevier and 1600 e-journals from DOAJ and 1312 e-journals from Springer A moderate number of e-journals for e-access belong to Blackwell, Taylor and Francis and Wiley NAL scientists have open access to 700 e-journals through ICAST Gateway The minimum of e-journals for which e-access is available is for publishers AIAA and World Science. Findings from Full-Text Download Statistics of NAL Scientists and Engineers Data Source: www.niscair.res.in Table – 1, 2, 3: Highlights the full-text usage statistics of E-Journals by NAL Scientists for the Years 2005, 2006, 2007. Table-1: Year 2005 Sl. No Publ. 1 ACS 2 AIP 3 ASME 4 CUP 5 Elsevier 6 RSC 7 Springer 8 Wiley Total: 24016 (Month Wise All Publishers) Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec 0 0 115 12 1384 3 19 28 1561 3 0 54 15 1026 2 172 67 1339 47 0 115 31 2221 8 183 147 2752 4 0 56 47 1056 0 128 158 1449 18 0 83 16 1903 12 63 123 2218 22 47 98 12 2000 9 70 129 2387 21 153 54 22 1026 8 69 144 1497 51 172 53 2 1914 9 31 348 2580 23 417 30 8 1503 7 60 117 2165 10 46 43 0 1120 7 61 133 1420 2 19 11 6 1814 0 51 84 1987 3 26 325 13 2100 5 36 153 2661 TotalPubl. Wise 204 880 1037 184 19067 70 943 1631 24016 ACS=American Chemical Society, AIP=American Institute of Physics, ASME= American Society of Mechanical Engineers, CUP=Cambridge University Press, RSC=Royal Society of Chemistry Slide No:34 Findings from Full-Text Download Statistics of NAL Scientists and Engineers Figure – 4: Year 2005: NAL Full-Text Download Statistics: All Publishers Inferred by Authors Year 2005: NAL Full-Text Download Usage Statistics: All Publishers ACS 7% 1% 4% 4% 4% 1% 0% AIP ASME CUP Elsevier RSC Springer 79% l l l l Slide No:35 Wiley 79% of full-text downloads for the Year 2005 are from journals published by Elsevier Only 7% of full-text downloads for the same year are from journals published by Wiley 4% each of full-text downloads are from publishers Springer, AIP and ASME Only 1% each of full-text downloads are from publishers ACS and CUP Findings from Full-Text Download Statistics of NAL Scientists and Engineers Data Source: www.niscair.res.in Table – 1, 2, 3: Highlights the full-text usage statistics of E-Journals by NAL Scientists for the Years 2005, 2006, 2007. Table-2: Year 2006 Sl. No Publisher 1 AIP 2 ACS 3 ASME 4 CUP 5 Elsevier 6 OUP 7 RSC 8 Springer 8 T&F 9 Wiley Total: 35583 (Month Wise All Publishers) Jan Feb Mar Apr May Jun July Aug Sep Oct Nov Dec 15 1 0 47 3202 0 1 137 6 216 20 8 39 6 3482 0 1 100 194 91 36 7 67 5 1888 0 3 90 28 124 89 3 40 2 2249 0 10 98 19 120 104 5 63 8 2837 5 7 98 34 210 69 12 50 6 1856 6 4 81 25 201 246 2 103 1 1698 12 3 63 13 119 268 10 66 26 2192 6 5 175 34 161 241 8 177 37 1512 38 6 314 44 172 136 19 83 21 2198 53 15 93 24 131 181 13 397 19 1939 29 16 313 114 237 215 40 112 36 2738 0 21 283 56 174 TotalPublr. Wise 1620 128 1197 214 27791 149 92 1845 591 1956 1561 1339 2752 1449 2218 2387 1497 2580 2165 1420 1987 2661 35583 ACS=American Chemical Society, AIP=American Institute of Physics, ASME= American Society of Mechanical Engineers, CUP=Cambridge University Press, RSC=Royal Society of Chemistry, T & F= Taylor and Francis, OUP=Oxford University Press Slide No:36 Findings from Full-Text Download Statistics of NAL Scientists and Engineers Figure – 5: Year 2006: NAL Full-Text Download Statistics: All Publishers Inferred by Authors Year 2006: NAL Full-Text Download Usage Statistics: All Publishers 0% 5% 2% 5% 5% 3% 1% 0% 0% AIP ACS ASME CUP Elsevier OUP RSC Springer T&F Wiley 79% l l l l l Slide No:37 79% of full-text downloads for the Year 2006 are from journals published by Elsevier 5% each of full-text downloads are from publishers Springer, Wiley and AIP 3% of full-text downloads are from publisher ASME 2% of full-text downloads are from publisher Taylor and Francis The least percentage of full-text downloads are from the publisher CUP Findings from Full-Text Download Statistics of NAL Scientists and Engineers Table – 1, 2, 3: Highlights the full-text usage statistics of E-Journals by NAL Scientists for the Years 2005, 2006, 2007. Data Source: www.niscair.res.in Table-3: Year 2007 Sl.No Publisher 1 AIP 2 ACS 3 ASME 4 CUP 5 T&F 6 Elsevier 7 RSC 8 Springer 9 Wiley 10 ASCE Total: 63020 (Month Wise All Publishers) Jan Feb March Apr May Jun July Aug Sep Oct Nov Dec 4006 44 349 322 8 4729 3453 24 323 322 6 4128 5759 34 268 452 16 6529 5105 56 426 406 20 6013 4396 62 346 786 18 5608 4302 42 409 444 52 5249 4333 48 465 456 20 5322 5653 24 442 418 6 6543 4103 44 410 322 16 4895 4645 94 465 362 20 5586 3689 26 317 406 0 4438 3335 18 395 232 0 3980 TotalPublr. Wise -----52779 516 4615 4928 182 63020 ACS=American Chemical Society, AIP=American Institute of Physics, ASME= American Society of Mechanical Engineers, CUP=Cambridge University Press, RSC=Royal Society of Chemistry, T & F= Taylor and Francis, ASCE=American Society of Civil Engineers. Download statistics of ACS, AIP, ASME, CUP have not been tabulated for 2007 because of non-availability of data Slide No:38 Findings from Full-Text Download Statistics of NAL Scientists and Engineers Figure – 6: Year 2007: NAL Full-Text Download Statistics: All Publishers Year 2007: NAL Usage Full-Text Download Statistics: All Publishers 8% Inferred by Authors 0% 7% 1% Elsevier RSC Springer Wiley ASCE 84% l l l l l Slide No:39 84% of full-text downloads for the Year 2007 are from journals published by Elsevier 8% of full-text downloads are from the publisher Wiley 7% of full-text downloads are from publisher Springer Minimum percentage of full-text downloads are from the publisher RSC Download statistics for the following publishers, namely, ACS, AIP, ASME and CUP for the Year 2007 is not available. Findings from Full-Text Download Statistics of NAL Scientists and Engineers Inferred by Authors Table – 4: Highlights the consolidated monthly total downloads, Publisher Wise for the Years 2005, 2006, 2007. Consolidated statistics for ACS, AIP, ASME, CUP have not been tabulated for 2007 as data is not available. Sl.No. 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. l l l l Slide No:40 Name of the Publisher ACS AIP ASME CUP Elsevier RSC Springer Wiley ASCE OUP Taylor and Francis 2005 204 880 1037 184 19067 70 943 1631 - 2006 128 1620 1197 214 27791 92 1845 1956 149 591 2007 52779 516 4615 4928 182 - Chi-Square test was applied to test whether there is independence between the years and the publishers The calculated value of Chi-Square was found to be 510.6, which is highly significant. Hence we conclude that for the full-text downloads data the years and the publishers are not independent This Chi-Square test was carried out for only those publishers (4 in number) for which the data was available for all the three years (2005-2007). Findings from Full-Text Download Statistics of NAL Scientists and Engineers Inferred by Authors Table – 5: Highlights the total number of downloads (Month Wise, All Publishers) for the Years 2005, 2006, 2007. Sl.No. Name of the Month 1. January 2. February 3. March 4. April 5. May 6. June 7. July 8. August 9. September 10. October 11. November 12. December Grand Total: l Slide No:41 2005 1561 1339 2752 1449 2218 2387 1497 1631 2165 1420 1987 2661 24016 2006 3625 3941 2248 2630 3371 2310 2260 1956 2549 2773 3258 3675 35583 2007 4729 4128 6529 6013 5608 5249 5322 4928 4895 5586 4438 3980 63020 From this table it is observed that the mean number (per-month) of full-text downloads for the above three years was found to be different through Kruskal Wallis test of ‘One Way Analysis of Variance’ at 1% level of significance. Findings from Full-Text Download Statistics of NAL Scientists and Engineers Inferred by Authors Figure – 7: Line Graph: Full-Text Usage Statistics: Years, 2005, 2006, 2007 Full-Text Usage Statistics: Years 2005, 2006, 2007 7000 2005 No. of Full Text Downloads 6000 2006 2007 6543 6529 6013 5608 5586 5322 5249 5000 4895 4729 4438 4128 3941 4000 3980 3675 3625 3371 3258 3000 2752 2943 2630 2248 2218 2000 1561 2580 2387 2310 2260 2661 2549 2165 1987 1497 1449 1339 2773 1420 1000 0 Jan Feb March April May June July Aug Sept Oct Nov Dec 2005 1561 1339 2752 1449 2218 2387 1497 2580 2165 1420 1987 2661 2006 3625 3941 2248 2630 3371 2310 2260 2943 2549 2773 3258 3675 2007 4729 4128 6529 6013 5608 5249 5322 6543 4895 5586 4438 3980 Months l l l Slide No:42 In 2005, full-text usage varied between 1561 in the month of January to 2661 in the month of December with a peak of 2752 in the month of March, 2005. In 2006, the number of full-text usage varied little with 3625 in the month of January to 3675 in the month of December with a peak of 3941 in the month of February, 2006. In 2007, the full-text download increased with 4729 in the month of January to a maximum of 6529 in the month of March and 6543 in the month of August and declined to a value of 3980 in the month of December 2007. Limitations of our Study l Full-text download patterns analyzed in this paper are only for the last 3 years (2005-2007). Data prior to this is unavailable. l Reliability of the data is to the extent what NISCAIR server has put up in their web-site. l Access to NISCAIR full-text download statistics is IP based, hence no one else apart from CSIR scientists have access to this data. To that extent the data is unfiltered, pure, non-intrusive. l The Chi-Square test was carried out for only those publishers (4 in number) for which the data was available for all the three years (2005-2007). Benefits.. l This paper would greatly facilitate my final Ph.D. thesis work as ‘Web Log Techniques’ are one of the reliable methodologies or tools available to study the ‘on-line journals usage patterns and the user’s Information Seeking Behaviour Patterns’. l Very little ‘Indian Studies’ have been carried out and documented in this area. Slide No:43 Concluding Remarks l The coming of age of the electronic journals has altered the way scholarly information is disseminated throughout the world [22], but also the way in which information is acquired and how scientific researchers seek that needed information. l Today, most Scientists have access to full-text e-journals for their access. And, in most cases, this facility is provided right at their desktops. l We discuss in this paper two popular methodologies that has emerged to study online journal usage and scholarly information seeking behaviour [5], namely: (a) WLA/TLA and (b) Deep Log Analysis. l In this paper, we present the analysis of data (2005-2007) of full-text e-journal downloads of NAL Scientists and Engineers. Data Analyzed from NISCAIR, CSIR Server. Slide No:44 Concluding Remarks l Slide No:45 The major findings that we would like to highlight in this paper are: u The mean number (per-month) of full-text downloads for the above three years was found to be different through Kruskal Wallis test of ‘One Way Analysis of Variance’ at 1% level of significance and u Chi-Square test was applied on this data to test whether there is independence between the years and the publishers. The calculated value of Chi-Square was found to be 510.6, which is highly significant. Hence we conclude that for the full-text downloads data, the years and the publishers are not independent. u Chi-Square test was carried out with only with 4 publishers for which the full-text data was available for all the three years (2005, 2006, 2007). References… 1. Tenopir, C and King, D W (2000), “Towards Electronic Journals: Realities for Scientists, Librarians, and Publishers, Psycoloquy: 11 (084) electronic journals (1) [Special Libraries Association 2000, xxii+488 pp. 2. Garvey, William D (1979), “Communication: The Essence of Science.” Oxford Pergamon Press. 3. Rob Kling, Ewa Callahan (2005), “Electronic Journals, the Internet, and Scholarly Communication”, Indiana University, Bloomington, ARIST, 37(1), pp.127-177. 4. Okerson, A. 48,671-694. 5. Hamid R. Jamali, David Nicholas and Paul Huntington (2005), “The use and users of scholarly e-journals: a review of log analysis studies”, CIBER, School of Library, Archive and Information Studies, University College, London, London, UK, ASLIB Proceedings: New Information Perspectives, 57(6). 6. Nicholas, D., Huttington, P. and Watkinson, A. (2003), “Digital journals, Big Deals and Online searching behaviour: a pilot study”, ASLIB Proceedings, 55(1/2), pp. 84-109. 7. Nicholas, D., Huntington, P. and Watkinson, A (2005). “Scholarly journal usage: the results of deep log analysis”, Journal of Documentation, 61(2), pp.246-80. 8. Nicholas, D., Huttington, P., Watkinson, A. and Jamali, H. R. (2005), “The use of digital scholarly journals and their information seeking behaviour: what deep log analysis and usage data can disclose”, Journal of the American Society for Information Science and Technology, 56(12). 9. Morse, D. H. and Clintworth, W. A. (2000), “Comparing patterns of print and electronic journal use in an academic health science library”, Issues in Science and Technology Librariananship, Vol.28, available at:www.istl.org/00fall/refereed.html. (2000). Are we there yet? Online e-resources ten years after. Library, Dends, 10. Davis, P. and Solla, L. (2003), “An IP-level analysis of usage statistics for electronic journals in chemistry: making inferences about user behaviour”, Journal of the American Society for Information Science and Technology, 54(11), pp. 1062-8. 11. Davis, P.M. (2002), “Patterns in electronic journal usage: challenging the composition of geographic consortia”, College and Research Libraries, 63(6), pp. 484-97. 12 Ke, H., Kwakkelaar, R., Tai, Y. and Chen, L. (2002), “Exploring behaviour of e-journal users in science and technology: transaction log analysis of Elsever’s ScienceDirect OnSite in Taiwan”, Library and Information Science Research, 24(3), pp. 265-91. Slide No:46 References… 13. Tenopir, C. (2003), “Use and users of electronic library resources: an overview and analysis of recent research studies”, Report for the Council on Library and Information Resources, August 2003, available at:www.clir.org/pubs/reports/pub120/pub120.pdf (accessed 20 March 2005). 14. Tenner, E. and Zheng Ye, Y. (1999), “End-user acceptance of electronic journals: a case study from a major academic research library”, Technical Services Quarterly, 17(2), pp. 1-14. 15. Worlock, K. (2002), “Electronic journals: user realities – the truth about content usage among the STM community”, Learned Publishing, 15(3), pp. 223-6. 16. Davis, P.M. (2004), “For electronic journals, total download can predict number of users”, Portal: Libraries and the Academy, 4(3), pp. 379-92. 17. National Aerospace Laboratories, www.nal.res.in. 18. www.csir.res.in 19. www.niscair.res.in 20. Kling, R., & McKim, G. (1997). A typology for electronic journals: Characterizing scholarly journals by their distribution forms, (Working Paper No.WP-97-07), Indiana University, Bloomington, Center for Social Informatics. Retrieved, November 16,2001, from http://www.slis.indiana.eddcsi/wp97-07.html 21. Kessler, M. M. (1967), “Some very general design considerations”. In TP system report, Appendix H. Cambridge: Massachusetts Institute of Technology. 22. Amy C Gleeson (2001), “Information seeking behaviour of scientists and their adaptation to electronic journals”, Masters paper for the M.S. in Library Science degree, School of Information and Library Science, University of North Carolina, Chapel Hill. Slide No:47 Acknowledgements u u u u u u u Slide No:48 Dr A R Upadhya, Director, NAL for all the kind encouragement to approval for presenting this paper. Dr Ranjan Moodithaya, Head, KTMD for kind support and according necessary approvals. Dr M N Satyanarayana, Jt. Head, KTMD for kind support and according necessary approvals. Mr Prakash Chand, Scientist-in-charge NISCAIR / CSIR e-journal conglomerate and his colleagues for allowing access to e-journal full-text download data. Mr Prem Chand, Sc. D (Lib.Sc.) INFLIBNET and his editorial team for stringent review of our paper and final acceptance. Dr R Samyuktha, Organizing Secretary and her able team for all the excellent arrangements and audio-visual logistics support. Dr Khaiser Nikam, Chairperson, DOS, LIS and Ph.D. Guide for permitting me to write this paper and providing me an excellent opportunity to present the same amidst such a distinguished gathering. Acknowledgements u u Slide No:49 Prof. V G Talwar, Vice Chancellor, Mysore University for providing excellent research facilities for all Doctoral students. Prof. Shalini R Urs, Professor and Executive Director, ISIM u Dr Mallinath Kumbar, Reader u Dr M Chandrashekara, Reader u Dr Y Venkatesha, Reader and u Dr N S Harinarayana, Reader (DOS, LIS, Univ. Mysore) for their overwhelming support in all my literary interactions with them at the University of Mysore. About the Authors…… Mr R Guruprasad, Ph.D. Research Scholar, DOS, LIS, University of Mysore and Scientist, Knowledge and Technology Management Division (KTMD), National Aerospace Laboratories, Bangalore – 560 017. Email: [email protected], [email protected] Dr Khaiser Nikam, Ph.D. Research Guide, DOS, LIS, University of Mysore and Chairperson, DOS, LIS, University of Mysore, Manasagangotri, Mysore – 570 006 Email: [email protected] Dr M Gopinath Rao, Professor of Statistics, College of Agriculture, GKVK, University of Agricultural Sciences, Bangalore. Email: [email protected] Dr Vidyadhar Y Mudkavi, Head, Computational and Theoretical Fluid Dynamics Division (CTFD), National Aerospace Laboratories, Bangalore – 560 017, Email: [email protected] Slide No:50