Bibliographical data analysis with Zotero and nVivo
Bibliographic Analysis for Graduate Students, EDAD 518, Fri/Sat, May 15/16, 2020
This session will not be about qualitative research (QR) only, but rather about a modern 21st century approach toward the analysis of your literature review in Chapter 2.
However, the computational approach toward qualitative research is not much different than computational approach for your quantitative research; you need to be versed in each of them, thus familiarity with nVivo for qualitative research and with SPSS for quantitative research should be pursued by any doctoral student.
Once you complete the overview of the resources above, please make sure you have Zotero working on your computer; we will be reviewing the Zotero features before we move to nVivo.
Familiarity with Zotero is a prerequisite for successful work with nVivo, so please if you are already working with Zotero, try to expand your knowledge using the materials above.
Please use this link to install nVivo on your computer. Even if we were not in a quarantine and you would have been able to use the licensed nVivo software on campus, for convenience (working on your dissertation from home), most probably, you would have used the shareware. Shareware is fully functional on your computer for 14 days, so calculate the time you will be using it and mind the date of installation and your consequent work.
For the purpose of this workshop, please install nVivo on your computer early morning on Saturday, May 16, so we can work together on nVivo during the day and you can continue using the software for the next two weeks.
Please familiarize yourself with the two articles assigned in the EDAD 815 D2L course content “Practice Research Articles“ :
Brosky, D. (2011). Micropolitics in the School: Teacher Leaders’ Use of Political Skill and Influence Tactics. International Journal of Educational Leadership Preparation, 6(1). https://eric.ed.gov/?id=EJ972880
Tooms, A. K., Kretovics, M. A., & Smialek, C. A. (2007). Principals’ perceptions of politics. International Journal of Leadership in Education, 10(1), 89–100. https://doi.org/10.1080/13603120600950901
It is very important to be familiar with the articles when we start working with nVivo.
whereas the snapshots are replaced with snapshots from nVivol, version 12, which we will be using in our course and for our dissertations.
Concept of bibliographic data
Bibliographic Data is an organized collection of references to publish in literature that includes journals, magazine articles, newspaper articles, conference proceedings, reports, government and legal publications. The bibliographical data is important for writing the literature review of a research. This data is usually saved and organized in databases like Mendeley or Endnote. Nvivo provides the option to import bibliographical data from these databases directly. One can import End Note library or Mendeley library into Nvivo. Similar to interview transcripts, one can represent and analyze bibliographical data using Nvivo. To start with bibliographical data representation, this article previews the processing of literature review in Nvivo.
Importing bibliographical data
Bibliographic Data is imported using Mendeley, Endnote and other such databases or applications that are supported with Nvivo. Bibliographical data here refers to material in the form of articles, journals or conference proceedings. Common factors among all of these data are the author’s name and year of publication. Therefore, Nvivo helps to import and arrange these data with their titles as author’s name and year of publication. The process of importing bibliographical data is presented in the figures below.
select the appropriate data from external folder
Coding strategies for literature review
Coding is a process of identifying important parts or patterns in the sources and organizing them in theme node. Sources in case of literature review include material in the form of PDF. That means literature review in Nvivo requires grouping of information from PDF files in the forms of theme nodes. Nodes directly do not create content for literature review, they present ideas simply to help in framing a literature review. Nodes can be created on the basis of theme of the study, results of the study, major findings of the study or any other important information of the study. After creating nodes, code the information of each of the articles into its respective codes.
Nvivo allows coding the articles for preparing a literature review. Articles have tremendous amount of text and information in the forms of graphs, more importantly, articles are in the format of PDF. Since Nvivo does not allow editing PDF files, apply manual coding in case of literature review. There are two strategies of coding articles in Nvivo.
Code the text of PDF files into a new Node.
Code the text of PDF file into an existing Node. The procedure of manual coding in literature review is similar to interview transcripts.
The Case Nodes of articles are created as per the author name or year of the publication.
For example: Create a case node with the name of that author and attach all articles in case of multiple articles of same Author in a row with different information. For instance in figure below, five articles of same author’s name, i.e., Mr. Toppings have been selected together to group in a case Node. Prepare case nodes like this then effortlessly search information based on different author’s opinion for writing empirical review in the literature.
Nvivo questions for literature review
Apart from the coding on themes, evidences, authors or opinions in different articles, run different queries based on the aim of the study. Nvivo contains different types of search tools that helps to find information in and across different articles. With the purpose of literature review, this article presents a brief overview of word frequency search, text search, and coding query in Nvivo.
Word frequency
Word frequency in Nvivo allows searching for different words in the articles. In case of literature review, use word frequency to search for a word. This will help to find what different author has stated about the word in the article. Run word frequency on all types of sources and limit the number of words which are not useful to write the literature.
For example, run the command of word frequency with the limit of 100 most frequent words . This will help in assessing if any of these words remotely provide any new information for the literature (figure below).
and
and
Text search
Text search is more elaborative tool then word frequency search in Nvivo. It allows Nvivo to search for a particular phrase or expression in the articles. Also, Nvivo gives the opportunity to make a node out of text search if a particular word, phrase or expression is found useful for literature.
For example: conduct a text search query to find a word “Scaffolding” in the articles. In this case Nvivo will provide all the words, phrases and expression slightly related to this word across all the articles (Figure 8 & 9). The difference between test search and word frequency lies in generating texts, sentences and phrases in the latter related to the queried word.
Coding query
Apart from text search and word frequency search Nvivo also provides the option of coding query. Coding query helps in literature review to know the intersection between two Nodes. As mentioned previously, nodes contains the information from the articles. Furthermore it is also possible that two nodes contain similar set of information. Therefore, coding query helps to condense this information in the form of two way table which represents the intersection between selected nodes.
For example, in below figure, researcher have search the intersection between three nodes namely, academics, psychological and social on the basis of three attributes namely qantitative, qualitative and mixed research. This coding theory is performed to know which of the selected themes nodes have all types of attributes. Like, Coding Matrix in figure below shows that academic have all three types of attributes that is research (quantitative, qualitative and mixed). Where psychological has only two types of attributes research (quantitative and mixed).
In this way, Coding query helps researchers to generate intersection between two or more theme nodes. This also simplifies the pattern of qualitative data to write literature.
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Please do not hesitate to contact me with questions, suggestions before, during or after our workshop and about ANY questions and suggestions you may have about your Chapter 2 and, particularly about your literature review:
At our physical iLRN conferences, the first day of the conference (Sunday) is typically devoted to one or more guided social tours of local attractions in which attendees have the opportunity to socialize and get to know one another while immersing themselves in the sights and sounds of the host city and/or region. As this year’s conference will take place entirely online, we are instead offering the opportunity for attendees to sign up for small-group “Guided Virtual Adventure” tours of 50 minutes in duration to various social and collaborative XR/immersive environments and platforms.
Proposals are being sought for prospective Guided Virtual Adventure tour offerings on Sunday, June 21, 2020. Tour destinations may be:
– a third-party XR/immersive platform with which you are familiar (e.g., Altspace, Mozilla Hubs, Minecraft, World of Warcraft, Somnium Space, OrbusVR, Second Life);
– a specific virtual environment that you, your institution/organization, or someone else has developed within a third-party platform;
– a platform that you or your institution/organization has developed and/or specific environments within that platform.
There are no fees involved in offering a Guided Virtual Adventure tour; however, preference will be given to proposals that involve environments/platforms that are freely and openly accessible, and that are associated with nonprofit organizations and educational institutions. Where possible, it is strongly recommended that multiple offerings of the tour are made available throughout the day so as to cater for different time zones in which the 8,000+ iLRN 2020 event attendees will be based.
Companies wishing to offer Guided Virtual Adventure tours involving their commercial products and services may submit proposals for consideration, but the iLRN 2020 Organizing Committee reserves the right to, at its discretion, place limits on the number of tours of platforms/environments of a certain type or that address a particular target audience/application vertical. In doing so, they will prioritize companies that have purchased a sponsorship or exhibition package.
– Guided Virtual Adventure proposal submission deadline: May 18, 2020
– Notification of proposal review outcomes: May 21, 2020
– Presenter registration deadline: May 25, 2020
– Deadline for providing final participant instructions: June 1, 2020
– Guided Virtual Adventure Day: June 21, 2020
Other upcoming iLRN 2020 deadlines (see conference website for details):
– Immersive Learning Project Showcase & Competition – expressions of interest to participate due May 14, 2020 (deadline extended, no further extensions will be announced)
– Practitioner Stream oral and poster presentations – 1-2 page proposals, not for publication in proceedings, due May 18, 2020 (will not be extended)
– Workshops, Panel Sessions, and Special Sessions – 2-3 page proposals for publication in proceedings as extended-abstract descriptions of the sessions, due May 18, 2020 (will not be extended)
– Free registration deadline for non-presenter educators and students – May 23, 2020
For a limited time, free registration is being offered to faculty, students, and staff of educational institutions (including K-12 schools/districts, universities, colleges, museums, and libraries) who wish to attend but will NOT be presenting at the conference or publishing in the proceedings. To take advantage of this offer, you must register by April 19, 2020 using an email address associated with your educational institution:
No further Academic Full and Short paper submissions are being considered at this stage.
##### INTERESTED IN VOLUNTEERING OR REVIEWING? #####
A range of volunteer opportunities are available, including conference internships for undergraduate and graduate students. Some of the roles currently available include session chair/facilitator, moderator, audio-visual/technical support, virtual event greeter/usher, virtual event photographer, virtual event videographer/livestreamer, 2D artist / illustrator
Expressions of interest are also being solicited from scholars and practitioners wishing to join the iLRN 2020 Program Committee to peer review papers and proposals received in the late submission round (closing April 19, 2020). The late-round submissions will be no longer than 3 pages in length, and each Program Committee member will be asked to review no more than two submissions.
##### INTERESTED IN SPONSORING OR EXHIBITING? #####
A number of sponsorship and exhibition opportunities are available for organizations to:
– Meet and interact with key educational stakeholders
– Showcase their products and services
– Connect and collaborate with top researchers / scientists
– Build and strengthen customer / client relationships.
Packages range from US$500 for a basic virtual exhibit booth to US$15,000 for an exclusive Gold Sponsorship.
IM 690 lab plan for March 3, MC 205: Oculus Go and Quest
Readings:
TAM:Technology Acceptances Model
Read Venkatesh, and Davis and sum up the importance of their model for instructional designers working with VR technologies and creating materials for users of VR technologies.
UTAUT: using the theory to learn well with VR and to design good acceptance model for endusers: https://blog.stcloudstate.edu/ims/2020/02/20/utaut/
Watch both parts of Victoria Bolotina presentation at the Global VR conference. How is she applying UTAUT for her research?
Read Bracq et al (2019); how do they apply UTAUT for their VR nursing training?
joining a space and collaborating and communicating with other users
Assignment: Group work
Find one F2F and one online peer to form a group.
Based on the questions/directions before you started watching the videos:
– Does this particular technology fit in the instructional design (ID) frames and theories covered
– how does this particular technology fit in the instructional design (ID) frames and theories covered so far?
– what models and ideas from the videos you will see seem possible to be replicated by you?
exchange thoughts with your peers and make a plan to create similar educational product
Post your writing in the following D2L Discussions thread
Augmented Reality with Hololens Watch videos at computer station)
The event requires no registration, and is virtual only, free, and open to the public. Platform access is required, so please install one of the above platforms to attend the International Summit. You may attend in 2D on a desktop or laptop computer with a headphone and microphone (USB gaming headphone recommended), or with a virtual device such as the Oculus Go, Quest, and Rift, Vive, and other mobile and tethered devices. Please note the specifications and requirements of each platform.
Charlie Fink, author, columnist for Forbes magazine, and Adjunct Faculty member of Chapman University, will be presenting “Setting the Table for the Next Decade in XR,” discussing the future of this innovative and immersive technology, at the 2020 Educators in VR International Summit. He will be speaking in AltspaceVR on Tuesday, February 18 at 1:00 PM EST /
This workshop with Dr. Sarah Jones will focus on developing a relevant and new literacy for virtual reality, including the core competencies and skills needed to develop and understand how to become an engaged user of the technology in a meaningful way. The workshop will develop into research for a forthcoming book on Uncovering a Literacy for VR due to be published in 2020.
Sarah is listed as one of the top 15 global influencers within virtual reality. After nearly a decade in television news, Sarah began working in universities focusing on future media, future technology and future education. Sarah holds a PhD in Immersive Storytelling and has published extensively on virtual and augmented reality, whilst continuing to make and create immersive experiences. She has advised the UK Government on Immersive Technologies and delivers keynotes and speaks at conferences across the world on imagining future technology. Sarah is committed to diversifying the media and technology industries and regularly champions initiatives to support this agenda.
Currently there are limited ways to connect 3D VR environments to physical objects in the real-world whilst simultaneously conducting communication and collaboration between remote users. Within the context of a solar power plant, the performance metrics of the site are invaluable for environmental engineers who are remotely located. Often two or more remotely located engineers need to communicate and collaborate on solving a problem. If a solar panel component is damaged, the repair often needs to be undertaken on-site thereby incurring additional expenses. This triage of communication is known as inter-cognitive communication and intra-cognitive communication: inter-cognitive communication where information transfer occurs between two cognitive entities with different cognitive capabilities (e.g., between a human and an artificially cognitive system); intra-cognitive communication where information transfer occurs between two cognitive entities with equivalent cognitive capabilities (e.g., between two humans) [Baranyi and Csapo, 2010]. Currently, non-VR solutions offer a comprehensive analysis of solar plant data. A regular PC with a monitor currently have advantages over 3D VR. For example, sensors can be monitored using dedicated software such as EPEVER or via a web browser; as exemplified by the comprehensive service provided by Elseta. But when multiple users are able to collaborate remotely within a three-dimensional virtual simulation, the opportunities for communication, training and academic education will be profound.
Michael Vallance Ed.D. is a researcher in the Department of Media Architecture, Future University Hakodate, Japan. He has been involved in educational technology design, implementation, research and consultancy for over twenty years, working closely with Higher Education Institutes, schools and media companies in UK, Singapore, Malaysia and Japan. His 3D virtual world design and tele-robotics research has been recognized and funded by the UK Prime Minister’s Initiative (PMI2) and the Japan Advanced Institute of Science and Technology (JAIST). He has been awarded by the United States Army for his research in collaborating the programming of robots in a 3D Virtual World.
Augmented Reality Lens is popular among young people thanks to Snapchat’s invention. Business is losing money without fully using of social media targeting young people (14-25). In my presentation, Dominique Wu will show how businesses can generate more leads through Spark AR (Facebook AR/Instagram AR) & Snapchat AR Lens, and how to create a strategic Snapchat & Instagram AR campaigns.
Domnique Wu is an XR social media strategist and expert in UX/UI design.She has her own YouTube and Apple Podcast show called “XReality: Digital Transformation,” covering the technology and techniques of incorporating XR and AR into social media, marketing, and integration into enterprise solutions.
Mark Christian, EVP, Strategy and Corporate Development, GIGXR
Mixed Reality devices like the HoloLens are transforming education now. Mark Christian will discuss how the technology is not about edge use cases or POCs, but real usable products that are at Universities transforming the way we teach and learn. Christian will talk about the products of GIGXR, the story of how they were developed and what the research is saying about their efficacy. It is time to move to adoption of XR technology in education. Learn how one team has made this a reality.
As CEO of forward-thinking virtual reality and software companies, Mark Christian employs asymmetric approaches to rapid, global market adoption, hiring, diversity and revenue. He prides himself on unconventional approaches to building technology companies.
Virtual Reality is an effective medium to impart education to the student only if it is done right.The way VR is considered gimmick or not is by the way the software application are designed/developed by the developers not the hardware limitation.I will be giving insight about the VR development for educational content specifically designed for students of lower secondary school.I will also provide insights about the development of game in unity3D game engine.
Game Developer and VR developer with over 3 years of experience in Game Development.Developer of Zombie Shooter, winner of various national awards in the gaming and entertainment category, Avinash Gyawali is the developer of EDVR, an immersive voice controlled VR experience specially designed for children of age 10-18 years.
Virtual Reality Technologies for Learning Designers
Margherita Berti
Virtual Reality (VR) is a computer-generated experience that simulates presence in real or imagined environments (Kerrebrock, Brengman, & Willems, 2017). VR promotes contextualized learning, authentic experiences, critical thinking, and problem-solving opportunities. Despite the great potential and popularity of this technology, the latest two installations of the Educause Horizon Report (2018, 2019) have argued that VR remains “elusive” in terms of mainstream adoption. The reasons are varied, including the expense and the lack of empirical evidence for its effectiveness in education. More importantly, examples of successful VR implementations for those instructors who lack technical skills are still scarce. Margherita Berti will discuss a range of easy-to-use educational VR tools and examples of VR-based activity examples and the learning theories and instructional design principles utilized for their development.
Margherita Berti is a doctoral candidate in Second Language Acquisition and Teaching (SLAT) and Educational Technology at the University of Arizona. Her research specialization resides at the intersection of virtual reality, the teaching of culture, and curriculum and content development for foreign language education.
Amanda Fox, Creative Director of STEAMPunks/MetaInk Publishing, MetaInk Publishing
There is a barrier between an author and readers of his/her books. The author’s journey ends, and the reader’s begins. But what if as an author/trainer, you could use gamification and augmented reality(AR) to interact and coach your readers as part of their learning journey? Attend this session with Amanda Fox to learn how the book Teachingland leverages augmented reality tools such as Metaverse to connect with readers beyond the text.
Amanda Fox, Creative Director of STEAMPunksEdu, and author of Teachingland: A Teacher’s Survival Guide to the Classroom Apolcalypse and Zom-Be A Design Thinker. Check her out on the Virtual Reality Podcast, or connect with her on twitter @AmandaFoxSTEM.
Christian Jonathan Angel Rueda specializaes in didactic activity of the use of virtual reality/virtual worlds to learn the fundamentals of design. He shares the development of a course including recreating in the three-dimensional environment using the fundamentals learned in class, a demonstration of all the works developed throughout the semester using the knowledge of design foundation to show them creatively, and a final project class scenario that connected with the scenes of the students who showed their work throughout the semester.
Christian Jonathan Angel Rueda is a research professor at the Autonomous University of Queretaro in Mexico. With a PhD in educational technology, Christian has published several papers on the intersection of education, pedagogy, and three-dimensional immersive digital environments. He is also an edtech, virtual reality, and social media consultant at Eco Onis.
How we can bridge the gap between eLearning and XR. Richard Van Tilborg discusses combining brain insights enabled with new technologies. Training and education cases realised with the CoVince platform: journeys which start on you mobile and continue in VR. The possibilities to earn from your creations and have a central distribution place for learning and data.
Richard Van Tilborg works with the CoVince platform, a VR platform offering training and educational programs for central distribution of learning and data. He is an author and speaker focusing on computers and education in virtual reality-based tasks for delivering feedback.
During Lab work on Jan 28, we experienced Video 360 cardboard movies
let’s take 5-10 min and check out the following videos (select and watch at least three of them)
F2F students, please Google Cardboard
Online students, please view on your computer or mobile devices, if you don’t have googles at your house (you can purchase now goggles for $5-7 from second-hand stores such as Goodwill)
Both F2F and online students. Here directions how to easily open the movies on your mobile devices:
Copy the URL and email it to yourself.
Open the email on your phone and click on the link
If you have goggles, click on the appropriate icon lower right corner and insert the phone in the goggles
Open your D2L course on your phone (you can use the mobile app).
Go to the D2L Content Module with these directions and click on the link.
After the link opens, insert phone in the goggles to watch the video
Videos: While watching the videos, consider the following objectives:
– Does this particular technology fit in the instructional design (ID) frames and theories covered, e.g. PBL, CBL, Activity Theory, ADDIE Model, TIM etc. (https://blog.stcloudstate.edu/ims/2020/01/29/im-690-id-theory-and-practice/ ). Can you connect the current state, but also the potential of this technology with the any of these frameworks and theories, e.g., how would Google Tour Creator or any of these videos fits in the Analysis – Design – Development – Implementation – Evaluation process? Or, how do you envision your Google Tour Creator project or any of these videos to fit in the Entry – Adoption – Adaptation – Infusion – Transformation process?
– how does this particular technology fit in the instructional design (ID) frames and theories covered so far?
– what models and ideas from the videos you will see seem possible to be replicated by you?
Find one F2F and one online peer to form a group.
Based on the questions/directions before you started watching the videos:
– Does this particular technology fit in the instructional design (ID) frames and theories covered. e.g. PBL, CBL, Activity Theory, ADDIE Model, TIM etc. (https://blog.stcloudstate.edu/ims/2020/01/29/im-690-id-theory-and-practice/ ). Can you connect the current state, but also the potential of this technology with the any of these frameworks and theories, e.g., how would Google Tour Creator or any of these videos fits in the Analysis – Design – Development – Implementation – Evaluation process? Or, how do you envision your Google Tour Creator project or any of these videos to fit in the Entry – Adoption – Adaptation – Infusion – Transformation process?
– how does this particular technology fit in the instructional design (ID) frames and theories covered so far?
– what models and ideas from the videos you will see seem possible to be replicated by you?
exchange thoughts with your peers and make a plan to create similar educational product
Evaluate the ability of the game you watched to be incorporated in the educational process
Assignment: In 10-15 min (mind your peers, since we have only headset), do your best to evaluate one educational app (e.g., Labster) and one leisure app (games).
Use the same questions to evaluate Lenovo DayDream:
– Does this particular technology fit in the instructional design (ID) frames and theories covered, e.g. PBL, CBL, Activity Theory, ADDIE Model, TIM etc. (https://blog.stcloudstate.edu/ims/2020/01/29/im-690-id-theory-and-practice/ ). Can you connect the current state, but also the potential of this technology with the any of these frameworks and theories, e.g., how would Google Tour Creator or any of these videos fits in the Analysis – Design – Development – Implementation – Evaluation process? Or, how do you envision your Google Tour Creator project or any of these videos to fit in the Entry – Adoption – Adaptation – Infusion – Transformation process?
– how does this particular technology fit in the instructional design (ID) frames and theories covered so far?
– what models and ideas from the videos you will see seem possible to be replicated by you?
Dr. Sivaprakasam and I are developing a microcredentialing system for your class.
The “library” part has several components:
One badge for your ability to use the databases and find reliable scientific information in your field (required)
submit your results in the respective D2L assignment folder. A badge will be issued to you after the assignment is graded
One badge for completing the quiz based on the information from this library instruction (required)
a badge will be issued to you automatically after successful completion of the quizz
One badge for your ability to use social media for a serious, reliable, scientific research (required)
submit your results in the respective D2L assignment folder. A badge will be issued to you after the assignment is graded
One badge for using the D2L “embedded librarian” widget to contact the librarian with questions regarding your class research (one of two optional)
A badge will be issued to you after your post with your email or any other contact information is submitted
One badge for helping class peer with his research (one of two optional)
submit your results in the respective D2L assignment folder. A badge will be issued to you after the assignment is graded
Collecting two of the required and one of the optional badges let you earn the superbadge “Mastery of Library Instruction.”
The superbadge brings points toward your final grade.
Once you acquire the badges, Dr. Sivaprakasam will reflect your achievement in D2L Grades.
If you are building a LinkedIn portfolio, here are directions to upload your badges in your LinkedIn account using Badgr:
according to Pew Research Center, 68 percent of American adults get their news from social media—platforms where opinion is often presented as fact.
results of the international test revealed that only 14 percent of U.S. students were able to reliably distinguish between fact and opinion.
News and Media Literacy (and the lack of) is not very different from Information Literacy
An “information literate” student is able to “locate, evaluate, and effectively use information from diverse sources.” See more About Information Literacy.
How does information literacy help me?
Every day we have questions that need answers. Where do we go? Whom can we trust? How can we find information to help ourselves? How can we help our family and friends? How can we learn about the world and be a better citizen? How can we make our voice heard?
Standard 1. The information literate student determines the nature and extent of the information needed
Standard 2. The information literate student accesses needed information effectively and efficiently
Standard 3. The information literate student evaluates information and its sources critically and incorporates selected information into his or her knowledge base and value system
Standard 4. The information literate student, individually or as a member of a group, uses information effectively to accomplish a specific purpose
Standard 5. The information literate student understands many of the economic, legal, and social issues surrounding the use of information and accesses and uses information ethically and legally
Project Information Literacy
A national, longitudinal research study based in the University of Washington’s iSchool, compiling data on how college students seek and use information.
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Developing Your Research Topic/Question
Research always starts with a question. But the success of your research also depends on how you formulate that question. If your topic is too broad or too narrow, you may have trouble finding information when you search. When developing your question/topic, consider the following:
Is my question one that is likely to have been researched and for which data have been published? Believe it or not, not every topic has been researched and/or published in the literature.
Be flexible. Consider broadening or narrowing the topic if you are getting a limited number or an overwhelming number of results when you search. In nursing it can be helpful to narrow by thinking about a specific population (gender, age, disease or condition, etc.), intervention, or outcome.
Discuss your topic with your professor and be willing to alter your topic according to the guidance you receive.
Getting Ready for Research
Library Resources vs. the Internet
How (where from) do you receive information about your professional interests?
Advantages/disadvantages of using Web Resources
Evaluating Web Resources
Google or similar; Yahoo, Bing
Google Scholar
Reddit, Digg, Quora
Wikipedia
Become a member of professional organizations and use their online information
Use the SCSU library page to online databases
Building Your List of Keywords
Why Keyword Searching?
Why not just type in a phrase or sentence like you do in Google or Yahoo!?
Because most electronic databases store and retrieve information differently than Internet search engines.
A databases searches fields within a collection of records. These fields include the information commonly found in a citation plus an abstract (if available) and subject headings. Search engines search web content which is typically the full text of sources.
The bottom line: you get better results in a database by using effective keyword search strategies.
To develop an effective search strategy, you need to:
determine the key concepts in your topic and
develop a good list of keyword synonyms.
Why use synonyms?
Because there is more than one way to express a concept or idea. You don’t know if the article you’re looking for uses the same expression for a key concept that you are using.
Consider: Will an author use:
Hypertension or High Blood Pressure?
Teach or Instruct?
Therapy or Treatment?
Don’t get “keyword lock!” Be willing to try a different term as a keyword. If you are having trouble thinking of synonyms, check a thesaurus, dictionary, or reference book for ideas.
Keyword worksheet
Library Resources
How to find the SCSU Library Website
SCSU online databases
SCSU Library Web page
Basic Research Skills
Locating and Defining a Database
Database Searching Overview:
You can search using the SCSU library online dbases by choosing:
Simple search
Advanced search
Identifying a Scholarly Source
Boolean operators
Databases:
CINAHL, MEDLINE, PubMed, Health Source: Consumer Edition, Health Source: Nursing/Academic Edition
Psychology:
PsychINFO
General Science
ScienceDirect
Arts & Humanities Citation Index
How do you evaluate a source of information to determine if it is appropriate for academic/scholarly use. There is no set “checklist” to complete but below are some criteria to consider when you are evaluating a source.
ACCURACY
Does the author cite reliable sources?
How does the information compare with that in other works on the topic?
Can you determine if the information has gone through peer-review?
Are there factual, spelling, typographical, or grammatical errors?
AUDIENCE
Who do you think the authors are trying to reach?
Is the language, vocabulary, style and tone appropriate for intended audience?
What are the audience demographics? (age, educational level, etc.)
Are the authors targeting a particular group or segment of society?
AUTHORITY
Who wrote the information found in the article or on the site?
What are the author’s credentials/qualifications for this particular topic?
Is the author affiliated with a particular organization or institution?
What does that affiliation suggest about the author?
CURRENCY
Is the content current?
Does the date of the information directly affect the accuracy or usefulness of the information?
OBJECTIVITY/BIAS
What is the author’s or website’s point of view?
Is the point of view subtle or explicit?
Is the information presented as fact or opinion?
If opinion, is the opinion supported by credible data or informed argument?
Is the information one-sided?
Are alternate views represented?
Does the point of view affect how you view the information?
PURPOSE
What is the author’s purpose or objective, to explain, provide new information or news, entertain, persuade or sell?
Does the purpose affect how you view the information presented?
InterLibrary Loan
Copyright and Fair Use
Author Rights and Publishing & Finding Author Instructions for Publishing in Scholarly Journals
A 2016 Pew Research Center study indicates that the digital divide in the United States is not solely about access to technology; it also is about the ability to use technology to get what we need.1 What does digital readiness mean; applying cumulative knowledge to real-world situations. Having a tech or STEM-related degree does not ensure digital readiness.
How Can We Encourage Digital Agility in the Liberal Arts?
Digital pedagogy often creates opportunities for instructors to create non-disposable assignments—assignments that are not designed to be thrown away but rather have a purpose past being required.3
“We need to marry the best of our academic work with the best of edtech. In other words, what would it look like if education technology were embedded in the everyday practice of academic disciplines?”4
Project-based learning fits well within the curricular flexibility of the liberal arts. In project-based work, students apply what they are learning in the context of an engaging experience.
Building off frameworks that are already in place, like the Association for College and Research Libraries (ACRL) Framework for Information Literacy,
External-facing work offers students real situations where, if we imagine what digital agility looks like, they have to adjust to possible new digital environments and approaches.
Reflection provides a way for meaning-making to happen across individual assignments, projects, and classes. Without the chance to assemble assignments into a larger narrative, each experience lives in its own void.
How Can Institutions Build Systems-Level Support?
Liberal arts colleges in particular are interested in the ways they prepare graduates to be agile and critical in a digital world—as seen in the Association of American Colleges & Universities (AAC&U) Valid Assessment of Learning in Undergraduate Education (VALUE) Rubrics.
he Bryn Mawr Digital Competencies Framework5 was followed by more formal conversations and the formation of a working group (including Carleton College,
Corporations have built a hall of one-way mirrors: from the inside, you can see only apps, web pages, ads, and yourself reflected by social media. But in the shadows behind the glass, trackers quietly take notes on nearly everything you do. These trackers are not omniscient, but they are widespread and indiscriminate. The data they collect and derive is not perfect, but it is nevertheless extremely sensitive.
A data-snorting company can just make low bids to ensure it never wins while pocketing your data for nothing. This is a flaw in the implied deal where you trade data for benefits.
You can limit what you give away by blocking tracking cookies. Unfortunately, you can still be tracked by other techniques. These include web beacons, browser fingerprinting and behavioural data such as mouse movements, pauses and clicks, or sweeps and taps.
Tor, the original anti-surveillance browser, is based on an old, heavily modified version of Firefox.
Most other browsers are now, like Chrome, based on Google’s open source Chromium. Once enough web developers started coding for Chrome instead of for open standards, it became arduous and expensive to sustain alternative browser engines. Chromium-based browsers now include Opera, Vivaldi, Brave, the Epic Privacy Browser and next year’s new Microsoft Edge.
