Open Access. Powered by Scholars. Published by Universities.®
- Discipline
-
- Social and Behavioral Sciences (10175)
- Communication (4996)
- Journalism Studies (4766)
- Mass Communication (4763)
- Library and Information Science (4433)
-
- Scholarly Communication (1274)
- Information Literacy (680)
- Arts and Humanities (649)
- Collection Development and Management (564)
- Public Affairs, Public Policy and Public Administration (490)
- Education (479)
- Cataloging and Metadata (431)
- Physical Sciences and Mathematics (374)
- Engineering (363)
- Transportation (350)
- Computer Sciences (303)
- Sociology (249)
- Medicine and Health Sciences (193)
- Business (175)
- Art and Design (170)
- Computer Engineering (154)
- Scholarly Publishing (153)
- Race, Ethnicity and Post-Colonial Studies (122)
- Higher Education (116)
- Archival Science (103)
- Life Sciences (94)
- Civil and Environmental Engineering (92)
- Artificial Intelligence and Robotics (81)
- Communication Technology and New Media (81)
- Other Computer Engineering (81)
- Keyword
-
- Spartan Daily (4726)
- Newspaper (4351)
- Newspapers (389)
- Nigeria (197)
- Information (178)
-
- Library (151)
- Libraries (139)
- Social media (128)
- Academic libraries (121)
- COVID-19 (117)
- Bibliometrics (112)
- Librarians (100)
- Social Media (97)
- ICT (93)
- Academic Libraries (89)
- Library services (87)
- Education (83)
- Internet (81)
- Information literacy (79)
- Students (79)
- Awareness (77)
- Psychology (73)
- Pakistan (69)
- India (67)
- E-resources (64)
- Technology (63)
- Bibliometric (61)
- Library Services (61)
- Utilization (58)
- Research (57)
- Publication Year
- Publication
-
- Library Philosophy and Practice (e-journal) (4083)
- Spartan Daily (School of Journalism and Mass Communications) (4078)
- Master's Theses (542)
- Faculty Research, Scholarly, and Creative Activity (472)
- Faculty Publications (427)
-
- Master's Projects (423)
- Mineta Transportation Institute (403)
- SWITCH (236)
- School of Information Student Research Journal (107)
- Spartan Daily, 2021 (87)
- Spartan Daily, 2022 (87)
- Spartan Daily, 2023 (86)
- Spartan Daily, 2020 (85)
- Spartan Daily, 2024 (85)
- Spartan Daily, 2025 (85)
- Spartan Daily, 2017 (78)
- Spartan Daily, 2018 (76)
- Spartan Daily, 2019 (72)
- Spartan Daily, 2016 (71)
- NACCS Annual Conference Proceedings (67)
- Spartan Daily, 2026 (64)
- Themis: Research Journal of Justice Studies and Forensic Science (56)
- Dissertations (52)
- Secrecy and Society (49)
- Doctoral Projects (48)
- Faculty and Staff Publications (48)
- Asian American Literature: Discourses & Pedagogies (45)
- ART 108: Introduction to Games Studies (33)
- McNair Research Journal SJSU (31)
- Archeota (23)
- Publication Type
- File Type
Articles 1081 - 1110 of 13036
Full-Text Articles in Entire DC Network
Spartan Daily, November 2, 2023, San Jose State University, School Of Journalism And Mass Communications
Spartan Daily, November 2, 2023, San Jose State University, School Of Journalism And Mass Communications
Spartan Daily, 2023
Volume 161, Issue 32
Various Enablers As Predictors Of Bachelor Of Library And Information Science Students’ Thriving At School, Jolo Van Clyde Simbajon Abatayo, Contisza Calinawan Abadiez
Various Enablers As Predictors Of Bachelor Of Library And Information Science Students’ Thriving At School, Jolo Van Clyde Simbajon Abatayo, Contisza Calinawan Abadiez
Library Philosophy and Practice (e-journal)
A thriving student is completely physically, socially, and emotionally active and has a social connection and psychological well-being that can lead to college success. This study was conducted to determine the various enablers that predict the thriving of (BLIS) Bachelor of Library and Information Science students in the Caraga Region which can lead to their academic success through the presence and manifestation of academic, psychological, and social enablers. This study utilized descriptive correlational research design to gather quantifiable information on the relationships that exist between the variables. The respondents of this study were eighty-two (82) BLIS students from 4 schools …
Utilization Of Contemporary Technologies For Service Delivery In Special Libraries In Enugu State, Nigeria : A Survey, Emmanuel Chidiadi Onwubiko, Cecilia Chimezie Offor
Utilization Of Contemporary Technologies For Service Delivery In Special Libraries In Enugu State, Nigeria : A Survey, Emmanuel Chidiadi Onwubiko, Cecilia Chimezie Offor
Library Philosophy and Practice (e-journal)
Contemporary technologies involve the application of modern scientific knowledge in doing things in a much quicker and efficient ways which improve the workflow. Either it could be helping humans or doing the task alone, machines are always better in terms of accuracy and efficiency. This study therefore examines the extent at which special libraries in Enugu State, Nigeria utilize contemporary technologies for service delivery. The study which employed descriptive survey design, was guided by five research questions framed in line with the research objectives with a sampled population of 15 librarians derived from the six selected special libraries while the …
Spartan Daily, November 1, 2023, San Jose State University, School Of Journalism And Mass Communications
Spartan Daily, November 1, 2023, San Jose State University, School Of Journalism And Mass Communications
Spartan Daily, 2023
Volume 161, Issue 31
Codis: Community Detection Via Distributed Seed Set Expansion On Graph Streams, Austin Anderson, Petros Potikas, Katerina Potika
Codis: Community Detection Via Distributed Seed Set Expansion On Graph Streams, Austin Anderson, Petros Potikas, Katerina Potika
Faculty Research, Scholarly, and Creative Activity
Community detection has been (and remains) a very important topic in several fields. From marketing and social networking to biological studies, community detection plays a key role in advancing research in many different fields. Research on this topic originally looked at classifying nodes into discrete communities (non-overlapping communities) but eventually moved forward to placing nodes in multiple communities (overlapping communities). Unfortunately, community detection has always been a time-inefficient process, and datasets are too large to realistically process them using traditional methods. Because of this, recent methods have turned to parallelism and graph stream models, where the edge list is accessed …
Examining The Externalities Of Highway Capacity Expansions In California: An Analysis Of Land Use And Land Cover (Lulc) Using Remote Sensing Technology, Serena E. Alexander, Bo Yang, Owen Hussey, Derek Hicks
Examining The Externalities Of Highway Capacity Expansions In California: An Analysis Of Land Use And Land Cover (Lulc) Using Remote Sensing Technology, Serena E. Alexander, Bo Yang, Owen Hussey, Derek Hicks
Mineta Transportation Institute
There are over 590,000 bridges dispersed across the roadway network that stretches across the United States alone. Each bridge with a length of 20 feet or greater must be inspected at least once every 24 months, according to the Federal Highway Act (FHWA) of 1968. This research developed an artificial intelligence (AI)-based framework for bridge and road inspection using drones with multiple sensors collecting capabilities. It is not sufficient to conduct inspections of bridges and roads using cameras alone, so the research team utilized an infrared (IR) camera along with a high-resolution optical camera. In many instances, the IR camera …
The Capacity Building Programmes: A Way Of Repositioning Public Library Staff For Effective Library Services, Ngozi Immaculata Ike Cln
The Capacity Building Programmes: A Way Of Repositioning Public Library Staff For Effective Library Services, Ngozi Immaculata Ike Cln
Library Philosophy and Practice (e-journal)
The emergence of information and communication technologies has transformed the landscape of public libraries, necessitating a well-trained and motivated library workforce to handle the challenges of the information explosion. Public libraries, as social service organizations, cater to a diverse audience and require improved working conditions, environmental comfort, and service delivery consciousness among their staff. Capacity building, defined as the development and reinforcement of skills, abilities, and resources, plays a crucial role in empowering library professionals to adapt and thrive in a rapidly changing information environment. This paper discusses the concept of capacity building and its significance in public libraries, with …
A Comparative Analysis Of Outpatient Nutrition Clinic Scheduling Outcomes Based On In-Person And Telehealth Patient Care Delivery Modalities, Katelyn Humbert, Kasuen Mauldin, Dania Saarony
A Comparative Analysis Of Outpatient Nutrition Clinic Scheduling Outcomes Based On In-Person And Telehealth Patient Care Delivery Modalities, Katelyn Humbert, Kasuen Mauldin, Dania Saarony
Faculty Research, Scholarly, and Creative Activity
During the start of the global COVID-19 pandemic in March 2020, patient care modalities changed from in-person to telehealth to comply with physical distancing guidelines. Our study uniquely examines operations data from three distinct periods: before the transition to telehealth, early transition from in-person care to telehealth, and the eventual adoption of telehealth. We present a comparative analysis of outpatient nutrition clinic scheduling outcomes based on care delivery modality. We used descriptive statistics to report means and variance and frequencies. We used inferential statistics to make comparisons: categorical data were compared using chi-square analysis with post-hoc comparisons using a z-test …
Health Information Needs And Sources Of Information As Determinants Of Information Seeeking Behaviour Of Farmers In Kwara State, Nigeria, Kayode Joseph Olusegun
Health Information Needs And Sources Of Information As Determinants Of Information Seeeking Behaviour Of Farmers In Kwara State, Nigeria, Kayode Joseph Olusegun
Library Philosophy and Practice (e-journal)
This study investigated health information needs and sources of information as determinants of farmers information-seeking behaviour in Kwara State, Nigeria. The study adopted a four-stage sampling technique to select 360 farmers on whom the questionnaire was administered. Data collected were analyzed using descriptive statistics and the Pearson's Product Moment Correlation. The study revealed that the information needs of farmers include information on health hazard preventive measures, identification of signs and symptoms and use of pesticides (x̄ = 27.91, SD = 9.76). Further, farmers' information-seeking behaviours include obtained from health professionals, farmers' groups, health programmes and knowledge transferred from older people …
What Do Americans Think About Federal Tax Options To Support Transportation? Results From Year Fourteen Of A National Survey, Asha Weinstein Agrawal, Hilary Nixon, Adam Azevedo
What Do Americans Think About Federal Tax Options To Support Transportation? Results From Year Fourteen Of A National Survey, Asha Weinstein Agrawal, Hilary Nixon, Adam Azevedo
Mineta Transportation Institute
This report summarizes the results from the fourteenth year of a national public opinion survey asking U.S. adults questions related to their views on federal transportation taxes. A nationally representative sample of 2,531 respondents completed the online survey from February 13 to March 23, 2023. The questions test public opinions about raising the federal gas tax rate, replacing the federal gas tax with a new mileage fee, and imposing a mileage fee just on commercial travel. In addition to asking directly about support for these tax options, the survey collected data on respondents’ views on the quality of their local …
Misconduct On Public Transit: An Exploratory Analysis Using The Comments Formerly Known As Tweets, Egbe Etu Etu, Asha Weinstein Agrawal, Imokhai Tenebe, Jordan Larot, Dang Minh Nhu Nguyen
Misconduct On Public Transit: An Exploratory Analysis Using The Comments Formerly Known As Tweets, Egbe Etu Etu, Asha Weinstein Agrawal, Imokhai Tenebe, Jordan Larot, Dang Minh Nhu Nguyen
Mineta Transportation Institute
This project developed a simple methodology for using Twitter data to explore public perceptions about misconduct on public transit in California. The methodology allows future researchers to analyze tweets to answer questions such as: How frequent are tweets related to assault, abuse, or other misconduct on public transit? What concerns arise most frequently? What are the types of behaviors discussed? We collected and analyzed data from Twitter posts in California about various types of public transit misconduct from January 2020 to March 2023 to identify the nature and frequency of reported misconduct. Our findings reveal that harassment, uncivil behavior, and …
A Guide To Navigating Existing And Emerging Sources Of Local Vmt And Travel Data, So-Ra Baek, Dohyung Kim
A Guide To Navigating Existing And Emerging Sources Of Local Vmt And Travel Data, So-Ra Baek, Dohyung Kim
Mineta Transportation Institute
As the crisis of climate change looms, transportation policy in California continues to emphasize sustainability in land-use and transportation decisions. This report evaluates the implementation of two sustainability-focused policies (Senate Bill 375 and 743) by local governments and the current-state-of-the-practices by metropolitan planning organizations (MPOs) in assisting them in California. The research focuses on local governments’ access and use of vehicle miles traveled (VMT) and transportation data for achieving VMT and greenhouse gas (GHG) reduction by land-use planning. The research also examines the role of MPOs in providing needed transportation data, training, and technical support to its local members to …
Ai-Based Bridge And Road Inspection Framework Using Drones, Hovannes Kulhandjian
Ai-Based Bridge And Road Inspection Framework Using Drones, Hovannes Kulhandjian
Mineta Transportation Institute
There are over 590,000 bridges dispersed across the roadway network that stretches across the United States alone. Each bridge with a length of 20 feet or greater must be inspected at least once every 24 months, according to the Federal Highway Act (FHWA) of 1968. This research developed an artificial intelligence (AI)-based framework for bridge and road inspection using drones with multiple sensors collecting capabilities. It is not sufficient to conduct inspections of bridges and roads using cameras alone, so the research team utilized an infrared (IR) camera along with a high-resolution optical camera. In many instances, the IR camera …
Spartan Daily, October 31, 2023, San Jose State University, School Of Journalism And Mass Communications
Spartan Daily, October 31, 2023, San Jose State University, School Of Journalism And Mass Communications
Spartan Daily, 2023
Volume 161, Issue 30
Challenges Faced By Pregnant Women In Information-Seeking In The Tamale Metropolis, Joana Dango, Stephen Okyere
Challenges Faced By Pregnant Women In Information-Seeking In The Tamale Metropolis, Joana Dango, Stephen Okyere
Library Philosophy and Practice (e-journal)
The study explored the stages of pregnancy at which pregnant women seek information from various sources and the challenges pregnant women encounter in seeking information. A Mixed-method approach was used to carry out the study. A questionnaire was used to collect data from 148 pregnant women from three hospitals namely, Tamale Teaching Hospital, Tamale West Hospital, and the Seventh Day Adventist Hospital, Interviews were conducted with three midwives, one from each hospital, and a Gynecologist at the Tamale Teaching Hospital. The findings of the study revealed that the main challenges that were identified include lack of funds, non-use of the …
Information Needs And Sources For Health-Related Information Among Pregnant Women In Tamale Metropolis, Joana Dango, Stephen Okyere
Information Needs And Sources For Health-Related Information Among Pregnant Women In Tamale Metropolis, Joana Dango, Stephen Okyere
Library Philosophy and Practice (e-journal)
The purpose of the study is to explore the information needs and sources for health-related information among pregnant women in Tamale Metropolis. A Mixed method approach was used to carry out the study. A questionnaire was used to collect data from 148 pregnant women from three hospitals namely, Tamale Teaching Hospital, Tamale West Hospital and the Seventh Day Adventist Hospital, interviews were conducted with three midwives, one from each hospital and a Gynecologist at the Tamale Teaching Hospital. The findings of the study revealed that antenatal lessons were the most used sources of health information, and the least were newspapers …
Use Of Library Resources And Services By Postgraduate Students In A Specialized University In Nigeria, Saturday U. Omeluzor, Ph.D., Titilola Kikelomo Aluko-Arowolo
Use Of Library Resources And Services By Postgraduate Students In A Specialized University In Nigeria, Saturday U. Omeluzor, Ph.D., Titilola Kikelomo Aluko-Arowolo
Library Philosophy and Practice (e-journal)
The dynamic nature of the library users of today and changing research environment require the library to improve its resources and services for its users’ community. This study investigated the use of library resources and services by Postgraduate (PG) students in a specialized university – Federal University of Petroleum Resources Effurun (FUPRE) in Nigeria. The study adopted a descriptive survey design with a total population of 438 registered PG students of 2020/2022 academic session comprising PGD, Masters and PhD. The instrument for data collection was a structured questionnaire. The study revealed that majority of PG students visited the library most …
Academic Records Management Systems (Arms) And Students' Academic Records Maintenance In Nigerian Universities, Godswill Okon, Eboro E. Umoren, Kathryn Philips
Academic Records Management Systems (Arms) And Students' Academic Records Maintenance In Nigerian Universities, Godswill Okon, Eboro E. Umoren, Kathryn Philips
Library Philosophy and Practice (e-journal)
Librarians organize information resources of all kind for easy access and retrieval; organizational records are one of such information resources that librarians organize for quick access and easy retrieval when needed by the organizations. Academic records being vital information resources that determines the future of students and the efficient workability of academic institutions like universities and other schools are to be well managed and organized so as not to get them mutilated, destroyed or missing. These academic records which include course registration, results, transcript and the likes are supposed to be well managed as they contain delicate information concerning the …
Smart Supply Chain Management In Business Education: Reflection On The Pandemics, Tianqin Shi, Seung Jun Lee, Qingying Li
Smart Supply Chain Management In Business Education: Reflection On The Pandemics, Tianqin Shi, Seung Jun Lee, Qingying Li
Faculty Research, Scholarly, and Creative Activity
Smart supply chain management (SSCM) has recently attracted significant attention from both industry and academia, particularly in light of the COVID pandemic. This article reviews current literature on information and integration, process automation, advanced analytics, and related business curriculum in SSCM. Our survey results demonstrate a concerning lack of adoption of SSCM in business curriculum and reveal several major challenges faced by educators when teaching SSCM, including a scarcity of available teaching resources, a need for cross-disciplinary knowledge, and a lack of industry experience among students. These findings lead to our exploration of SSCM application in various supply chain and …
Spartan Daily, October 26, 2023, San Jose State University, School Of Journalism And Mass Communications
Spartan Daily, October 26, 2023, San Jose State University, School Of Journalism And Mass Communications
Spartan Daily, 2023
Volume 161, Issue 29
Online Reference Information Service Delivery And Library Users' Satisfaction In A Changing World: The Nigerian Baptist Theological Seminary, Ogbomoso In Perspective, Oluwayinka Esther Solanke, Adebola Aderemi Olatoye
Online Reference Information Service Delivery And Library Users' Satisfaction In A Changing World: The Nigerian Baptist Theological Seminary, Ogbomoso In Perspective, Oluwayinka Esther Solanke, Adebola Aderemi Olatoye
Library Philosophy and Practice (e-journal)
The Internet has significantly influenced every aspect of human life, while the present era is characterized by information evolution. Efforts to measure up with the quest for information become a herculean task with the traditional reference information service. However, the traditional reference service has undergone a massive facelift with the introduction of the Internet. The concept of online reference information service is an expert way of providing for users' information needs through the mediation of a reference librarian. While online reference information service has had a share in innovation, reference librarians are confronted with meeting users' information needs by embracing …
Archiving In Academic Institutions: A Case Study Of Catholic University Of Ghana, Charles Kofi Arthur Mr., Emmanuel Kwadwo Kaba
Archiving In Academic Institutions: A Case Study Of Catholic University Of Ghana, Charles Kofi Arthur Mr., Emmanuel Kwadwo Kaba
Library Philosophy and Practice (e-journal)
The study looked into issues surrounding the custody of records considered be of timeless value to the University. The population of study were the administrative and library staff of the University. Purposive sampling was used to select the staff who handle the records at the University. Interviews and observation were the data collection instruments. Findings showed existence of multiple archives across the various departments, faculties and secretariat of the Vice-Chancellor and a lack of university-wide finding aids to accessing records among others. A policy on archiving, the establishment of a centralized archival unit, engagement of a professional archivist, adoption of …
Spartan Daily, October 25, 2023, San Jose State University, School Of Journalism And Mass Communications
Spartan Daily, October 25, 2023, San Jose State University, School Of Journalism And Mass Communications
Spartan Daily, 2023
Volume 161, Issue 28
Spartan Daily, October 24, 2023, San Jose State University, School Of Journalism And Mass Communications
Spartan Daily, October 24, 2023, San Jose State University, School Of Journalism And Mass Communications
Spartan Daily, 2023
Volume 161, Issue 27
Impact Of Digital Technologies On Resources And Services Of Public Libraries In Anambra And Imo State, Ngozi Immaculata Ike Cln, Olivia Nwamaka Chinedu Mrs, Chigozie Umah Cln
Impact Of Digital Technologies On Resources And Services Of Public Libraries In Anambra And Imo State, Ngozi Immaculata Ike Cln, Olivia Nwamaka Chinedu Mrs, Chigozie Umah Cln
Library Philosophy and Practice (e-journal)
The integration of digital technologies in libraries represents a transformative move in the way information is accessed, disseminated, and preserved. The main purpose of the study is to examine the impact of digital technologies on resources and services of public libraries in Anambra and Imo States, and five specific objectives were formed to guide the study. Survey method was adopted for the study. The population of the study comprises of all the library staff both professional and para-professional staff of Anambra state and Imo state public library board (Headquarters) and there are fifty-eight (58) in number. The entire fifty-eight (58) …
Attitude Of Library And Information Science Students Of Imo State University, Owerri Towards The Utilization Of Social Media., Chinedu C. Egbuchu Ph.D, Adaora Joy Udo-Anyanwu Ph.D
Attitude Of Library And Information Science Students Of Imo State University, Owerri Towards The Utilization Of Social Media., Chinedu C. Egbuchu Ph.D, Adaora Joy Udo-Anyanwu Ph.D
Library Philosophy and Practice (e-journal)
This study investigated the attitude of Library and Information Science students of Imo State University, Owerri towards the utilization of social media. The study adopted a survey research design. The population of the study is 370. This is made up of all the undergraduates from 100 to 400 level in the Department of Library and information Science, Imo State University. The instrument used to collect data was Google form. This was designed by the researchers and sent to the course representatives of the various levels who were instructed to post it on their class WhatsApp group platform. Reminders were sent …
Academic Libraries And Distance Education In Ghana: Evidence From The Sd Dombo University Of Business And Integrated Development Studies, Banleman Konlan Mr, Bawa Kojo Dukper Mr, Laar Dabontin Mr
Academic Libraries And Distance Education In Ghana: Evidence From The Sd Dombo University Of Business And Integrated Development Studies, Banleman Konlan Mr, Bawa Kojo Dukper Mr, Laar Dabontin Mr
Library Philosophy and Practice (e-journal)
This study examines the role of academic libraries in supporting distance education at the University of Business and Integrated Development Studies in Ghana. The findings highlight the importance of digital access and resources, information literacy instruction and support services, collaborative partnerships, and user satisfaction. The study reveals that academic libraries have made significant investments in digital collections, ensuring remote access to a wide range of scholarly materials for distance learners. Information literacy programs and support services are crucial in equipping students with research skills and enhancing their academic success. Collaborative partnerships between librarians, faculty, and other stakeholders integrate library services …
Humor And Surveillance - “That’S Not Funny” (Or Is It?): For Professor Serge Gutwirth On His Retirement, Gary T. Marx
Humor And Surveillance - “That’S Not Funny” (Or Is It?): For Professor Serge Gutwirth On His Retirement, Gary T. Marx
Secrecy and Society
No abstract provided.
Role Of Harvard Dataverse Project In Research Data Management Services, Surbhi Arora, Rupak Chakravarty
Role Of Harvard Dataverse Project In Research Data Management Services, Surbhi Arora, Rupak Chakravarty
Library Philosophy and Practice (e-journal)
Purpose: To simplify working with and sharing research data, researchers want infrastructures that provide the highest level of accessibility, stability, and reliability. The Harvard Dataverse Project (HDP) (https://dataverse.org/) is compiling a growing list of such infrastructures. In this regard, the objective of this paper is to provide an overview through an analysis of the activities of the Dataverse website in managing research data.
Design/ Methodology/ Approach: The study examines the statistics systems and other critical resources concerning upload and use the dataverse/ datasets/ files upto October 2022. This includes the creation of dataverse, category of dataverse, uploaded total datasets, file …
The Use Of Social Media Applications By Medical Students: A Study Of Fazaia Ruth Pfau Medical College (Frpmc), Pakistan, Mariym Muhammad Muhammad Ismail Miss, Muhammad Waseem Zia, Kamaluddeen Isa El-Kalash, Fati Abu Bakar
The Use Of Social Media Applications By Medical Students: A Study Of Fazaia Ruth Pfau Medical College (Frpmc), Pakistan, Mariym Muhammad Muhammad Ismail Miss, Muhammad Waseem Zia, Kamaluddeen Isa El-Kalash, Fati Abu Bakar
Library Philosophy and Practice (e-journal)
Abstract
Purpose- The introduction of social media applications (SMAs) in the late 1990s has aided the diversification of our social circles on many fronts. Hence, this study sought to identify the use of SMAs by the students (undergraduate and postgraduate) of Fazaia Ruth Pfau Medical College (FRPMC), Pakistan.
Method- A survey method was applied and a questionnaire was used as the instrument to collect data in August 2022 from the current students (batch 2020, 2021, and 2022) of the college. The instrument was designed on a Google form and sent to the official WhatsApp group of the students that was …