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:
The latest available data show that three in four high school students had logged in to the district’s online portal on an average day the following week, a district spokesperson told Chalkbeat.
New York City schools began its attendance tracking effort last week. Teachers are counting “daily meaningful interactions,” which can include participation in an online discussion, a completed assignment, any response to a teacher’s email, or even communication with a family member that indicates a student is engaged.
Mayor Bill de Blasio indicated the initial picture would be worrisome. Teachers are “reaching a lot of kids,” he said, but “there’s clearly an issue with attendance.”
The district isn’t using this “for the purposes of any kind of punitive measures,” Denver Public Schools superintendent Susana Cordova said. It’s “really to make sure we’re engaged with our students.
“Merely logging in does not tell us anything more than the student turned on their computer,” Los Angeles superintendent Austin Beutner said in a speech last week. “The absence of a log-in, when a student is reading a book or working on a writing assignment, can leave a misleading digital footprint.”
After another break (due to Steve fracturing his arm), the one and only #CPDinVR events are back with not one but TWO opportunities to join Steve as he shares his Bloom’s Taxonomy and VR project
Debuted at the GESS Conference in Dubai in February, the presentation recounts the lengthy history of this project, which included contributions from Steven Sato, Alex Johnson and the late, great Chris Long.
This new version will delve deeper into the specific levels of Bloom’s and the types of VR applications which can be used to engage student skills at each level.
There will also be an opportunity for Q+A with Steve and some of the usual #CPDinVR fun and games at the end of the event…
Algorithmic test proctoring’s settings have discriminatory consequences across multiple identities and serious privacy implications.
While racist technology calibrated for white skin isn’t new (everything from photography to soap dispensers do this), we see it deployed through face detection and facial recognition used by algorithmic proctoring systems.
While some test proctoring companies develop their own facial recognition software, most purchase software developed by other companies, but these technologies generally function similarly and have shown a consistent inability to identify people with darker skin or even tell the difference between Chinese people. Facial recognition literally encodes the invisibility of Black people and the racist stereotype that all Asian people look the same.
As Os Keyes has demonstrated, facial recognition has a terrible history with gender. This means that a software asking students to verify their identity is compromising for students who identify as trans, non-binary, or express their gender in ways counter to cis/heteronormativity.
These features and settings create a system of asymmetric surveillance and lack of accountability, things which have always created a risk for abuse and sexual harassment. Technologies like these have a long history of being abused, largely by heterosexual men at the expense of women’s bodies, privacy, and dignity.
my note: I am repeating this for years
Sean Michael Morris and Jesse Stommel’s ongoing critique of Turnitin, a plagiarism detection software, outlines exactly how this logic operates in ed-tech and higher education: 1) don’t trust students, 2) surveil them, 3) ignore the complexity of writing and citation, and 4) monetize the data.
Technological Solutionism
Cheating is not a technological problem, but a social and pedagogical problem.
Our habit of believing that technology will solve pedagogical problems is endemic to narratives produced by the ed-tech community and, as Audrey Watters writes, is tied to the Silicon Valley culture that often funds it. Scholars have been dismantling the narrative of technological solutionism and neutrality for some time now. In her book “Algorithms of Oppression,” Safiya Umoja Noble demonstrates how the algorithms that are responsible for Google Search amplify and “reinforce oppressive social relationships and enact new modes of racial profiling.”
Anna Lauren Hoffmann, who coined the term “data violence” to describe the impact harmful technological systems have on people and how these systems retain the appearance of objectivity despite the disproportionate harm they inflict on marginalized communities.
This system of measuring bodies and behaviors, associating certain bodies and behaviors with desirability and others with inferiority, engages in what Lennard J. Davis calls the Eugenic Gaze.
Higher education is deeply complicit in the eugenics movement. Nazism borrowed many of its ideas about racial purity from the American school of eugenics, and universities were instrumental in supporting eugenics research by publishing copious literature on it, establishing endowed professorships, institutes, and scholarly societies that spearheaded eugenic research and propaganda.
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)
Information literacies (media literacy, Research Literacy, digital literacy, visual literacy, financial literacy, health literacy, cyber wellness, infographics, information behavior, trans-literacy, post-literacy)
Information Literacy and academic libraries
Information Literacy and adult education
Information Literacy and blended learning
Information Literacy and distance learning
Information Literacy and mobile devices
Information Literacy and Gamification
Information Literacy and public libraries
Information Literacy in Primary and Secondary Schools
Information Literacy and the Knowledge Economy
Information Literacy and Lifelong Learning
Information Literacy and the Information Society
Information Literacy and the Multimedia Society
Information Literacy and the Digital Society
Information Literacy in the modern world (e.g trends, emerging technologies and innovation, growth of digital resources, digital reference tools, reference services).
The future of Information Literacy
Workplace Information Literacy
Librarians as support to the lifelong learning process
Digital literacy, Digital Citizenship
Digital pedagogy and Information Literacy
Information Literacy Needs in the Electronic Resource Environment
Integrating Information Literacy into the curriculum
Putting Information Literacy theory into practice
Information Literacy training and instruction
Instructional design and performance for Information Literacy (e.g. teaching practice, session design, lesson plans)
Information Literacy and online learning (e.g. self-paced IL modules, online courses, Library Guides)
Information Literacy and Virtual Learning Environments
Supporting users need through library 2.0 and beyond
Digital empowerment and reference work
Information Literacy across the disciplines
Information Literacy and digital preservation
Innovative IL approaches
Student engagement with Information Literacy
Action Literacy
Information Literacy, Copyright and Intellectual Property
Information Literacy and Academic Writing
Media and Information Literacy – theoretical approaches (standards, assessment, collaboration, etc.)
The Digital Competence Framework 2.0
Information Literacy theory (models, standards, indicators, Moscow Declaration etc.)
Information Literacy and Artificial intelligence
Information Literacy and information behavior
Information Literacy and reference services: cyber reference services, virtual reference services, mobile reference services
Information Literacy cultural and contextual approaches
Information Literacy and Threshold concepts
Information Literacy evaluation and assessment
Information Literacy in different cultures and countries including national studies
Information Literacy project management
Measuring in Information Literacy instruction assessment
New aspects of education/strategic planning, policy, and advocacy for Information Literacy in a digital age
Information Literacy and the Digital Divide
Policy and Planning for Information Literacy
Branding, promotion and marketing for Information Literacy
Cross –sectorial; and interdisciplinary collaboration and partnerships for Information Literacy
Leadership and Governance for Information Literacy
Strategic planning for IL
Strategies in e-learning to promote self-directed and sustainable learning in the area of Information Literacy skills.
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
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
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
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
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Test your knowledge:
******* !! *************
Basic Research Skills
Identifying a Scholarly Source
Boolean Operators
Databases
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?
