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Articles 3181 - 3210 of 3941
Full-Text Articles in Library and Information Science
Research Publication Pattern Of Journal Of Indian Library Association (Jila): A Bibliometric Analysis During 2015-2019, Rahul Pandey, Shikha Awasthi
Research Publication Pattern Of Journal Of Indian Library Association (Jila): A Bibliometric Analysis During 2015-2019, Rahul Pandey, Shikha Awasthi
Library Philosophy and Practice (e-journal)
The present paper aims to investigate the publishing pattern of The Journal of Indian Library Association (JILA) published during 2015-2019. During this period, a total of 107 research articles has been published by various contributors across the country. The study explores the bibliometric aspects like distribution of articles, year-wise growth of publications, authorship pattern of publication their degree of collaboration and an average rate of publication per author. The maximum growth rate was measured in the year 2019 with 21.73%, and individual authors published 47.67% of scholarly articles. The findings of the study demonstrate the strength of the Journal, which …
Websites Of Top-Ranked Indian Higher Education Institutions: A Webometric Analysis, Santosh Kadam, Shankar Chandrakant Bhusawar Mr.
Websites Of Top-Ranked Indian Higher Education Institutions: A Webometric Analysis, Santosh Kadam, Shankar Chandrakant Bhusawar Mr.
Library Philosophy and Practice (e-journal)
This paper explores a webometric study of the top25 institutions in India as ranked by the National Institutional Ranking Framework (NIRF), a nodal ranking agency of the Ministry of Human Resource Development (MHRD), Government of India. Efforts were made to establish a sort of ranking among these institutions’ websites by applying various webometric indicators, the important ones being web impact factor, WISER index, Alexa traffic rank, search engine optimisation, the security rank of website, the number of social media followers, and external backlinks. Indian Institute of Technology, Indore, ranked first regarding web impact factor (WIF) (8.678343949), whereas Indian Institute of …
Library Perception In Digital Native Generation, Dyah Puspita Srirahayu, Dessy Harisanty, Esti Putri Anugrah
Library Perception In Digital Native Generation, Dyah Puspita Srirahayu, Dessy Harisanty, Esti Putri Anugrah
Library Philosophy and Practice (e-journal)
Libraries have made many efforts to get a good perception among digital natives. Library services have been adapted to digital native needs, because digital natives have different characteristics from previous generations. This study aims to describe the perception of libraries among digital natives. The research method used is descriptive quantitative. As many as 370 digital natives in 25 cities in East Java, were given open questions to express their perceptions of the library. The results of this study are in terms of services, buildings / spaces, collections, atmosphere, librarians and the forms of innovation made by libraries get positive and …
Information Literacy Education In Organic Floriculture: Need Of The Hour, Rekh Mani Sharma
Information Literacy Education In Organic Floriculture: Need Of The Hour, Rekh Mani Sharma
Library Philosophy and Practice (e-journal)
The present study identifies the information needs of floriculturists in the Kalimpong district. The survey method was conducted with the interview schedule to collect the data from 140 nurseries and 336 floriculturists. The study finds that a floriculturist needs information in both print and electronic form monthly. The internet and discussion among the floriculturists are the significant sources of information. The library, government offices, and research institute visits are very minimal. Floriculturists of Kalimpong use organic manure but also use chemical pesticides to protect the flowers and plants from the pests. The use of heavy chemical pesticides affects the …
An Assessment Of Users’ Perception Of Services In Benue State Polytechnic Library, Ugbokolo, Dr. Nathaniel A. Oche
An Assessment Of Users’ Perception Of Services In Benue State Polytechnic Library, Ugbokolo, Dr. Nathaniel A. Oche
Library Philosophy and Practice (e-journal)
An investigation into the perception of users of Benue State Polytechnic Library, Ugbokolo was carried out and analysed in order to ascertain the opinion of the users regarding the services provided by the polytechnic library. The study adopted survey research design and the instrument for data collection was questionnaire. Structured questionnaire were administered on one thousand (1000) library users. However, nine hundred (900) representing 90% response rate were retrieved, collated and analysed using simple descriptive statistics such as percentages. The findings revealed that some library users were not satisfied with the services. Furthermore, 12(1.33%) of …
Challenges Affecting The Use Of Information Resources And Services By Postgraduate Students In Agriculture University Libraries In Nigeria In (Fuam, Moua And Fuaa), Lawal Mohammed Tukur, S. Kannan
Challenges Affecting The Use Of Information Resources And Services By Postgraduate Students In Agriculture University Libraries In Nigeria In (Fuam, Moua And Fuaa), Lawal Mohammed Tukur, S. Kannan
Library Philosophy and Practice (e-journal)
The study an appraisal of information resources and services in Agriculture University Libraries in Nigeria; the respondents are postgraduate in, Federal University Agriculture Makurdi, Federal Michael Okpara University Agriculture Abia, Federal University of Agriculture Abeokuta, sampled by the researcher. The main objective of the study is to assess the information resources and services in Agriculture University Libraries in Nigeria with view to examine the types of information resources and services available, extent of utilization and the constraints associated with the use of information resources and services by Library postgraduate students in Agriculture University Libraries under study. Simple random sampling …
Poster Competitions In A Pandemic: The Value Of Going Virtual, Megan Frost, Michael C. Goates, Gregory M. Nelson
Poster Competitions In A Pandemic: The Value Of Going Virtual, Megan Frost, Michael C. Goates, Gregory M. Nelson
Faculty Publications
Science librarians at Brigham Young University have hosted a student poster competition for the past several years to showcase student research on campus and to promote science information literacy and scholarly communication skills. As part of this competition, students receive constructive feedback on both their poster design and their oral presentation skills during an in-person open house. In 2020, COVID-19 threw a curveball as the campus shut down just two weeks before the scheduled competition open house. Rather than throwing in the towel, the librarians scrambled to turn this previously in-person competition into a completely virtual event. Despite the substantial …
Research Trend Of Metal Matrix Composites Reinforced With Silica Extracted By Green Route: A Bibliometric Analysis, Rinku Datkhile, Meena Laad, Babaji Ghule
Research Trend Of Metal Matrix Composites Reinforced With Silica Extracted By Green Route: A Bibliometric Analysis, Rinku Datkhile, Meena Laad, Babaji Ghule
Library Philosophy and Practice (e-journal)
Metal Matrix Composites have acquired an important place in the engineering applications due to their distinctive characteristics such as high specific strength, lower specific gravity, improved material stiffness, better durability, enhanced creep and fatigue strength etc. Worldwide scientists are working on the improvement of mechanical properties of composite materials. The present work attempts to summarise all the research carried out on metal matrix composites reinforced with silica extracted by green route and provides up-to-date research material for researchers who are interested in the field of composites with metal matrices. Scopus databases and software such as Gephi Vos Viewer and Table2Net …
Entrepreneurship Education In Library And Information Science: Fostering Economic Growth And Development In Nigeria, Jamilu Abdullahi, Amina Barkindo, Ezeabasili Augusta Chioma
Entrepreneurship Education In Library And Information Science: Fostering Economic Growth And Development In Nigeria, Jamilu Abdullahi, Amina Barkindo, Ezeabasili Augusta Chioma
Library Philosophy and Practice (e-journal)
The paper discusses issues surrounding entrepreneurship education and practice in Library and Information Science (LIS) as an economic development strategy for Nigeria. At the present time, the country needs innovative LIS graduates that can utilize information and knowledge to produce goods and services or high quality creativity and output to compete satisfactorily at both national and global market places. The paper analyses the concept of information economy and innovation. It presents LIS programs offered by Nigerian tertiary institutions in order to support LIS entrepreneurs to acquire business oriented skills in the 21st century. The paper posited that, the development …
Library And Information Science Curriculum And Perceeption Towards Libarianship In Tai Solarin University Of Education, Moyosore Adegboye, Hajarat Oyiza Abubakar
Library And Information Science Curriculum And Perceeption Towards Libarianship In Tai Solarin University Of Education, Moyosore Adegboye, Hajarat Oyiza Abubakar
Library Philosophy and Practice (e-journal)
The goal of this study was to investigate the library and information science curriculum and student’s perception of librarianship in Tai Solarin University of education, Ijebu-ode. Ogun state. 120 participating students from 400level (91) and 300level (29) of library and information science were proportionally allocated in order to have a fair representation. The findings reveal that the responding undergraduate perception of librarianship is highly positive as the least of the object of measurement had 88.3%. This is an indication that the students believe in the curriculum and contents of courses offered in their library school as one that can give …
Nanotechnology Research In Saarc Nations During 1996 To 2020: A Scientometric Assessment Based On Scopus Database, Dhruba Jyoti Borgohain Mr, Ahmad Nazri Mansor Dr., Manoj Kumar Verma Dr.
Nanotechnology Research In Saarc Nations During 1996 To 2020: A Scientometric Assessment Based On Scopus Database, Dhruba Jyoti Borgohain Mr, Ahmad Nazri Mansor Dr., Manoj Kumar Verma Dr.
Library Philosophy and Practice (e-journal)
Dear Editor
I am submitting my paper entitled- "Nanotechnology Research in SAARC Nations during 1996 to 2020: A Scientometric Assessment based on Scopus Database" for your kind consideration for LPP.
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A Scientometrics Study Of Research Productivity Of Vss University Of Technology(Vssut) As Reflected In Scopus Database During 2015-2020, Bijayananda Pradhan, Sidhartha Sahoo, Akash Padhan
A Scientometrics Study Of Research Productivity Of Vss University Of Technology(Vssut) As Reflected In Scopus Database During 2015-2020, Bijayananda Pradhan, Sidhartha Sahoo, Akash Padhan
Library Philosophy and Practice (e-journal)
In this study we aims to measure and evaluate the quantitative growth of research productivity of VSS University of Technology, Odisha using scientometrics parameters such as annual growth rate, author productivity, institution-wide collaboration, and collaboration pattern. The research publications data of VSSUT were retrieved from Scopus from 2015 to 2020. The total publications of 1889 sample datasets are used for this study. The maximum annual growth rate of 85.91 is recorded in 2018, whereas negative value of AGR of -8.5 is recorded in the year 2016. Engineering is the top productive subject domain and S. Panda found to be the …
Usage Of Researchgate By The Research Scholars: A Study Of The University Of Calcutta, Debdas Mondal Mr, Debal C. Kar Phd
Usage Of Researchgate By The Research Scholars: A Study Of The University Of Calcutta, Debdas Mondal Mr, Debal C. Kar Phd
Library Philosophy and Practice (e-journal)
Academic social network sites (ASNS) have emerge as an opportunity to facilitate outreach of research work, share research data, ideas, collaboration, and knowledge. The present study is an attempt to report the use of ResearchGate, one of the academic social networking sites by the Research Scholars of the University of Calcutta. The study has used the two most common methods of survey, namely the descriptive survey method and the questionnaire tool. A sample of 140 researchers from Calcutta University was invited to participate in the survey. An online questionnaire was prepared over Google forms platform and spread. It was found …
Critical Success Factors Of Malaysian Armed Forces Digital Library System, Abdul Rahim Abdul Rahman
Critical Success Factors Of Malaysian Armed Forces Digital Library System, Abdul Rahim Abdul Rahman
Student Works (2020-2029)
Digital Library System (DLS) refers to an online database that collects, creates, stores, distributes, and preserves digital objects, including text, images, video, and audio over a network. The present study aims to understand the critical success factors affecting user satisfaction and their continuous usage intention behaviour. This study employed updated DeLone and McLean IS Success Model (ISSM) and incorporated additional construct, namely perceived instrumental support to predict the critical success factors of Malaysian Armed Forces Digital Library System (MAFDLS). This study employed survey questionnaires to examine the research model and hypotheses developed. Five hundred twenty-four usable responses from military members …
Grey Literature Citation In Doctoral Theses Of Library And Information Science Awarded By The University Of Burdwan From 2010 To 2019., Partha Sarathi Mandal Librarian, Sukumar Mandal Assistant Professor
Grey Literature Citation In Doctoral Theses Of Library And Information Science Awarded By The University Of Burdwan From 2010 To 2019., Partha Sarathi Mandal Librarian, Sukumar Mandal Assistant Professor
Library Philosophy and Practice (e-journal)
Grey literature has an important role in information transferring process. This present study evaluates the citations of grey literature by the researchers to analyze the citations of grey literature and grey literature forms in doctoral theses which are awarded by the Department of Library and Information Science by the University of Burdwan during the period from 2010 to 2019. For analyzing the data, average, percentage distributions (presented in charts, tables) and measures of central tendency are used here. The present study reveals that Grey Literature is the most utilized as reference materials in the theses. The highest number of Grey …
Correlation Of Authorship Pattern, Lotka's Law And Collaborative Measures On Research Publications Of Anna University: A Bibliometric Study, M. Thamaraiselvi, S. Lakshmi Dr, M Manthiramoorthi
Correlation Of Authorship Pattern, Lotka's Law And Collaborative Measures On Research Publications Of Anna University: A Bibliometric Study, M. Thamaraiselvi, S. Lakshmi Dr, M Manthiramoorthi
Library Philosophy and Practice (e-journal)
This paper presents the analysis of authorship pattern and collaborative measures of 5318 research publications of Anna University and indexed in Web of Science (WoS) database during the period of 2014. 2018. The analysis indicates that multi authored papers are dominated in the dataset and the average author per paper is 4.01. The collaborative measures consist of collaborative index, degree of collaboration, collaborative coefficient and moderate coefficient. Overall value of collaborative index (4.06), degree of collaboration (0.99), collaborative coefficient (0.67) and there is no change in the value of moderate coefficient. The distribution of author productivity of the research publications …
Open Access E-Books In Islam: A Case Study Of Directory Of Open Access Books, Asifa Ali, Akib Ahmad Mr.
Open Access E-Books In Islam: A Case Study Of Directory Of Open Access Books, Asifa Ali, Akib Ahmad Mr.
Library Philosophy and Practice (e-journal)
The present study aims to explore the currents trends of open access e-books available through the Directory of Open Access Books (DOAB) in the subject field of Islam. The DOAB was selected as a source for data collection during July 2020. The findings reveal that 263 e-books are available on Islam, which contributes only (0.94 percent) of the total share of e-books (27,697) available in DOAB. The results reveal that the maximum number of e-books is available on Religion (111), History (42), Sociology (34), and Political Science (27). The publishing trends show that majority of these e-books were published by …
Applying Comprehensive Model Of Information Seeking To Hepatitis B And C Patients’ Information Seeking In The South African Context: A Scoping Review, Irewole Dorcas. Ibinaiye
Applying Comprehensive Model Of Information Seeking To Hepatitis B And C Patients’ Information Seeking In The South African Context: A Scoping Review, Irewole Dorcas. Ibinaiye
Library Philosophy and Practice (e-journal)
The continuous spread of Hepatitis B and C Viral diseases have affected over 248 million people worldwide. Despite the frustrations expressed regarding patients information needs, awareness and knowledge about the mode of contact of the disease, information access and use, studies addressing hepatitis B (HBV) and C (HCV) patients information needs and seeking behaviour are lacking. This paper examines the relevance of comprehensive model of information seeking (CMIS) in addressing hepatitis B and C patients’ information behaviour, to ascertain the trend of use to inform the future applications of the model. Four databases were searched for articles published between 1993 …
A Literature Survey And Bibliometric Analysis Of Application Of Artificial Intelligence Techniques On Wireless Mesh Networks, Smita R. Mahajan Mrs., Harikrishnan R Dr., Ketan Kotecha Dr.
A Literature Survey And Bibliometric Analysis Of Application Of Artificial Intelligence Techniques On Wireless Mesh Networks, Smita R. Mahajan Mrs., Harikrishnan R Dr., Ketan Kotecha Dr.
Library Philosophy and Practice (e-journal)
Recent years have seen a surge in the use of technology for executing transactions in both online and offline modes. Various industries like banking, e-commerce, and private organizations use networks for the exchange of confidential information and resources. Network security is thus of utmost importance, with the expectation of effective and efficient analysis of the network traffic. Wireless Mesh Networks are effective in communicating information over a vast span with minimal costs. A network is evaluated based on its security, accessibility, and extent of interoperability. Artificial Intelligence techniques like machine learning and deep learning have found widespread use to solve …
Use Of Internet By The Undergraduate And Postgraduate Students At The University Of Gour Banga, Malda, West Bengal, Md Safiqur Rahaman
Use Of Internet By The Undergraduate And Postgraduate Students At The University Of Gour Banga, Malda, West Bengal, Md Safiqur Rahaman
Library Philosophy and Practice (e-journal)
The purpose of this study is to examine the usages of the internet by the undergraduate and postgraduate students at university of Gour Banga, Malda, West Bengal. The structured questionnaire distributed to the students through the Google forms. One hundred eighty questionnaires selected for data analysis and interpretation. The research investigated the various facets of internet use such as the purpose of usages, mostly used sources and services, time spent, heavily used search engine and websites, difficulties faced and level of satisfaction. The analysis reflects that 55.56% of respondents used the internet ‘several times a day’. The 89.44% accessed the …
Work Environment And Job Performance Of Librarians In Ahmadu Bello University Library (Kil), Zaria, Otobo Elvis Efe, Kabir Muhammad Sahabi
Work Environment And Job Performance Of Librarians In Ahmadu Bello University Library (Kil), Zaria, Otobo Elvis Efe, Kabir Muhammad Sahabi
Library Philosophy and Practice (e-journal)
The aim of this study is to investigate the effect of Work Environment and Job Performance of Librarians in Ahmadu Bello University Library (KIL), Zaria. Survey research design was adopted for this study. The population of the study was 131 librarians from Ahmadu Bello University, Zaria. A self-structured questionnaire was used to collect data. Data collected were analyzed using descriptive statistics. The study concluded that work environment is key factor when considering the job performance of librarians in academic library. The study also gave the following recommendations; university should provide librarians with much needed materials in order to enhance …
Twenty-Five Years Of Global Research Publications Trends Of Novel Coronavirus: A Scientometrics Assessment, Md.Safiqur Rahaman, Suchetan Kumar, Khadeeja M.N Ansari, Md Rafiqur Rahman
Twenty-Five Years Of Global Research Publications Trends Of Novel Coronavirus: A Scientometrics Assessment, Md.Safiqur Rahaman, Suchetan Kumar, Khadeeja M.N Ansari, Md Rafiqur Rahman
Library Philosophy and Practice (e-journal)
The study aimed to identify the trends and characteristics of the publication on the novel coronavirus. A total of 2661 publications from Scopus downloaded in the bib.text andCVSformat for 25 years to analyze by using scientometrics analysis software, namely Bibliometrix and Vosviewer. The results show that there is very little research conducted before 2002, but exponentially increased after 2003 and 2020 shows the highest number of publications (779). The result reveals that the 1806 publication is in the form of research articles, i.e., 68%. "University Of Hong Kong" has produced the highest publication, i.e., 362. The "Journal of Virology" (JIF …
Modeling The Growth Of Food Science And Technology Literature In India, Sapna Verma, K P. Singh
Modeling The Growth Of Food Science And Technology Literature In India, Sapna Verma, K P. Singh
Library Philosophy and Practice (e-journal)
Purpose: The purpose of the research paper is to find the most appropriate growth model in the field of Food Science and Technology in India.
Design/Methodology/Approach: The Growth rate functions α1 and α2 methodology suggested by Egghe and Rao.
Findings: The research shows that Growth of the Food Science and Technology Literature is viable in terms of Publications as well as in Citations.
Research Limitations/ Implications: The research area is limited to Food Science and Technology area in India only.
Originality/Value: The growth rate functions in the field of food science and technology particularly in India is not performed earlier
Mobile Telephony And Agriculture Information Communication In Ghana: The Ho West District Under Review, Kodjo Atiso, Benjamin Yao Folitse, Seth Awuku Manteaw
Mobile Telephony And Agriculture Information Communication In Ghana: The Ho West District Under Review, Kodjo Atiso, Benjamin Yao Folitse, Seth Awuku Manteaw
Library Philosophy and Practice (e-journal)
The use of mobile phones among stakeholders in Ghana in communication agricultural related information is gaining grounds. The findings show that farmers in the Ho West District of Ghana are beginning to adhere to the dictates of technology to enhance information delivery for their farming activities. The study shows factors such as level of education, income levels have a direct correlation to the use of the technology. Despite these, it is still the case that mobile penetration into agricultural communication is receiving attention from farmers.
Winter 2021 Notes From The Stacks, Central Washington University
Winter 2021 Notes From The Stacks, Central Washington University
Notes from the Stacks: CWU's Library Newsletter
No abstract provided.
Ict Skills Of University Freshmen And Their Projections For Improvement Upon Graduation: A Case Study Of Elizade University, Ilara-Mokin, Nigeria, Idowu Adegbilero-Iwari, Oluwaseun O. Odefadehan, Olubunmi Idowu Owoeye Mrs., Abraham Christopher
Ict Skills Of University Freshmen And Their Projections For Improvement Upon Graduation: A Case Study Of Elizade University, Ilara-Mokin, Nigeria, Idowu Adegbilero-Iwari, Oluwaseun O. Odefadehan, Olubunmi Idowu Owoeye Mrs., Abraham Christopher
Library Philosophy and Practice (e-journal)
The paper reported the outcomes of the assessment of the information and communication technology (ICT) skills of freshmen in a Nigerian private university and the projection of the students for improvement at graduation. It became necessary in this digital era, where it is assumed the Millennial are digital natives, to know what computing capabilities fresh university students are coming with from their earlier educational exposures and also to know their expectations for ICT skills honing at higher educational level. The findings show that although many of the students are proficient users of varying devices (desktop, laptop and mobile devices), laptop …
Citations Of The Top 100 Most-Cited Papers Of The Journal Scientometrics In Web Of Science And Its Association And Correlation With Scopus And Google Scholar Citations, Renjith V R, Pradeepkumar A P
Citations Of The Top 100 Most-Cited Papers Of The Journal Scientometrics In Web Of Science And Its Association And Correlation With Scopus And Google Scholar Citations, Renjith V R, Pradeepkumar A P
Library Philosophy and Practice (e-journal)
This study is conducted to analyse the citations of the top 100 most-cited papers of the journal Scientometrics in Web of Science (WoS) and its association and correlation with corresponding citations in Scopus and Google Scholar (GS). Chi-square and Spearman’s rank rho are used to ascertain the association and correlation among these citations in different platforms. GS citations for the papers are comparatively higher than the citations in the other two databases. Scopus citations are slightly higher than WoS citations. The study found that there is significant association among level of citations of top 100 cited papers of the journal …
Measure The Usage Of E-Resources: Scientometric Model, Dr. M. Tamizhchelvan, Dr. S Gopalakrishnan, Muthuraj Anbalagan
Measure The Usage Of E-Resources: Scientometric Model, Dr. M. Tamizhchelvan, Dr. S Gopalakrishnan, Muthuraj Anbalagan
Library Philosophy and Practice (e-journal)
It is essential to evaluate the use of every resource that is acquired by the institute or through consortia. Therefore the objective of the study is to find trends in the usage of e-resources. The study emerged with three formulas such as Ratio of Resources, Ratio of Utilization and Resource Impact Factor. The study derived three axioms such as axiom 1 that Total number of downloads was directly proportional to the number of resources; Axiom 2 : Total number of downloads was directly proportional to the number of users and Axiom 3: Uses of e-resources were directly proportional to the …
Two Separate Worlds, One Shared Goal: An Exploration Of Special Collections Catalogers' Reporting Lines And Institutional Organization, Colleen W. Barrett, Whitney A. Buccicone, Joseph J. Shankweiler
Two Separate Worlds, One Shared Goal: An Exploration Of Special Collections Catalogers' Reporting Lines And Institutional Organization, Colleen W. Barrett, Whitney A. Buccicone, Joseph J. Shankweiler
Library Faculty and Staff Publications
This chapter seeks to better understand and quantify some of the challenges current special collections catalogers face through conducting and analyzing the authors' recent survey of special collections catalogers primarily working in American cultural heritage institutions. While these findings are neither simple nor straightforward, it is possible to suggest some preliminary solutions. Overarching trends and challenges included communication between departments, security of valuable materials versus workspace locations, and priority setting.
Use Of Social Media Among Research Scholars For Scholarly Communication: Study Of Research Scholars Of University Of Balochistan, Quetta, Pakistan, Anwar Muhammad Muhammad Mr, Tang Zhiwei Dr
Use Of Social Media Among Research Scholars For Scholarly Communication: Study Of Research Scholars Of University Of Balochistan, Quetta, Pakistan, Anwar Muhammad Muhammad Mr, Tang Zhiwei Dr
Library Philosophy and Practice (e-journal)
The aim of the study is to find the use of social media among research scholars. The survey method was used to collect data from the respondents. A quantitative research design was deployed to complete this study. A structured questionnaire was designed to collect the data from the chosen population using Google Docs online. The finding of the study shows most of the respondents were male with 76% and female were 24%. 37% of the respondents were having M.Phil. and MS and age range 30 to 40 from 36%. The disciplines were concern where 22% of them were from management …