Kenan professor of sociology, dept of sociology @ unc chapel hill.
Professor Courtney Page Tan , Assistant Professor of Human Resilience in the Department of Security and Emergency Services at Embry-Riddle Aeronautical University, has compiled a list of powerful literature mapping tools. You can use these tools to increase the scale and scope of the literature for your projects. Many provide stunning graphical displays of search results (Edward Tufte would approve).
Connected Papers lets you explore connected papers in a visual graph, beginning with a starter paper you select. You can start with a DOI, URL, or paper title. Purposes: (1) Get a visual overview of a new academic field; (2) Make sure you haven’t missed an important paper; (3) Create the bibliography to your thesis; and (4) Discover the most relevant prior and derivative works.
scite_ Smart Citations for Intelligent Research . Smart Citations allow users to see how a scientific paper has been cited by providing the context of the citation and a classification describing whether it provides supporting or disputing evidence for the cited claim. They claim a database of over 23 million full-text articles.
Open Knowledge Maps . Calling themselves a “visual interface to the world’s scientific community,” their tool allows you to start with a few keywords to search for literature on a topic. Results display the main areas at a glance, and papers related to each area. In addition to giving you an overview of the area, it helps you identify important concepts. They highlight open access papers in their search results.
Local Citation Network . You input an article using its DOI or a scanned copy containing DOIs and the program shows you suggested articles for you to follow up.
They explain that “This web app aims to help scientists with their literature review using metadata from Microsoft Academic and Crossref . Academic papers cite one another, thus creating a citation network (= graph) . Each node (= vertex) represents an article and each edge (= link / arrow) represents a reference / citation. Citation graphs are a topic of bibliometrics, for which other great software exists as well .
This web app visualizes subsets of the global citation network that I call “local citation networks,” defined by the references of a given set of input articles. In addition, the most cited references missing in the set of input articles are suggested for further review.”
Citation Gecko Gecko is designed to help you find the most relevant papers to your research and give you a more complete sense of the research landscape. Users start from a small set of ‘seed papers’ that define an area you are interested. Gecko will search the citation network for connected papers allowing you to quickly identify important papers you may have missed.
PRISMA Flow Diagram Generator . This is the most complex of the tools. It generates a graphical representation of the flow of citations reviewed in the course of a Systematic Review. Click here for an example.
A literature review is a summary of the existing knowledge and research on a particular subject. by identifying gaps in the literature, it provides a foundation for future research. as such, it’s a crucial first step in any research project..
A literature review serves several purposes:
Looking at existing examples of literature reviews is beneficial to get a clear understanding of what they entail. Find examples of a literature review by using an academic search engine (e.g. Google Scholar). As a starting point, search for your keyword or topic along with the term "literature review".
Identify the research question or topic, making it as narrow as possible. In this example of a literature review, we review the anxiolytic (anti-anxiety) activity of Piper methysticum , or Kava .
Let's walk through the steps in the process with this literature review example.
First, identify the research question or topic, making it as narrow as possible. In this literature review example, we're examining the effects of urbanization on the migration of birds.
Searching for relevant studies is arguably the most important aspect of the literature review.
Start by identifying keywords and phrases related to the topic and use them to search academic journals and databases ( Google Scholar , BASE , PubMed , etc.). For our example, you might start with "the effects of urbanization on bird migration", but after researching the field, discover that other terms like "avian migration" and "avian populations" are more commonly used.
Search for your keywords in Litmaps to find some initial articles to explore the field from. You can then use Litmaps to find additinal sources and curate a whole library of literature on your topic.
Search for your keywords in Litmaps, and select a starting article. This will return a visualization containing suggestions for relevant articles on your literature review topic. Review these to start curating your library.
Evaluate the relevance and quality of the sources found by reading abstracts of the most relevant articles. Additionally, consider the publication venue, year of publication and other salient measures to identify the reliability and relevance of the source.
Take notes on the key findings, methodologies, and theoretical frameworks used in the studies.
Use a research-friendly note-taking software, like Obsidian , that provide #tags to keep track of key concepts.
Organize the literature according to themes, subtopics, or categories, which will help outline the layout of the literature review.
Tag keywords using a tool like Obsidian to help organize papers into subtopics for the review.
Summarize and synthesize the findings from the sources analyzed. Start with an introduction that defines the research question, followed by the themes, subtopics, or categories identified. After that, provide a discussion or conclusion that addresses any gaps in the literature to motivate future research. Lastly, edit and revise your review to ensure it is well-structured, clear, and concise. The example below is from a review paper, which includes a table comparing the different sources evaluated. Such tables can be useful if you are conducting a comprehensive review.
If you're conducting a comprehensive review, you can include a table of sources reviewed in your process, like the one above from this publication .
Lastly, cite and reference the sources used in the literature review. Consider any referencing style requirements of the institution or journal you're submitting to. APA is the most common. However, you may need to familiarize yourself with other citation styles such as MLA, Chicago, or MHRA depending on your venue. See the image below for a literature review example APA of references. To cite references you've saved in Litmaps, you can move your saved articles from Litmaps to a reference manager (i.e. Zotero, Mendeley, EndNote, etc.) and then export their bibliography from there. Here's how to export articles from Litmaps.
Use a reference manager tool like Zotero to easily export which makes them easy to manage, like in this APA literature review example.
A successful literature review tells a brief story about the topic at hand and leaves the reader a clear notion of what has been covered. Most importantly, a literature review addresses any gaps in the field and frames newly presented research. Understand the key steps and look at literature review examples in order to create a high quality review.
Header image Forest & Kim Starr, used under Creative Commons BY 3.0
In the ever-evolving landscape of academic research, navigating through vast amounts of literature can be daunting. Enter innovative literature mapping tools, packed with unique features.
They simplify and revolutionise the way researchers interact with scientific literature, enhancing the efficiency and depth of literature reviews.
Let’s dive into how these tools are reshaping the approach to academic research.
Software | Features |
---|---|
– Dynamic, interactive literature maps for visualising citation connections. – Requires only a ‘seed paper’ – Customisable filtering by citations, dates, and keywords | |
– Advanced visualisation of citation relationships – Incorporates metadata from major academic databases – Supports BibTeX data import for flexibility. | |
– Visualises direct citations and co-citations to reveal research trends – Utilises metadata from key academic sources – Adaptable for various research purposes. |
A citation mapping tool is a game-changer. Think of it as a detective tool that uncovers the intricate web of connections within scientific literature.
These tools visualise citation relationships, creating a citation map or literature map that guides you through the complex maze of scholarly papers.
One popular example is Inciteful, offering innovative literature mapping tools that not only track citation links but also analyse the context of the citation, revealing direct citation relationships and co-citation networks.
Imagine you have a ‘seed paper,’ a starting point in your literature review. A literature mapping tool then take this seed paper and branch out, finding papers:
This forms a citation tree or network, showing you not just one paper but a cluster of similar papers, interconnected by their citation relationships.
More modern citation mapping tool also integrated AI. They not only map out citation relationships but also delve into the citation context or sentiment, offering a richer, more nuanced understanding of how papers are interconnected.
Litmaps is a cutting-edge citation mapping tool that offers a unique approach to visualising the connections in scientific literature.
It’s designed to simplify and enhance the process of conducting a literature review, especially for researchers looking to map out the citation landscape of a specific topic.
At its core, Litmaps lets you visualise citation relationships in a dynamic, interactive manner. It works by creating a literature map that shows how different papers are connected through citations.
You start with a ‘seed paper,’ and Litmaps builds a citation network around it, by:
This is particularly helpful for understanding the context and development of research in a given field.
One of the key features of Litmaps is its ability to create a citation tree. This tree not only shows direct citation relationships but also highlights co-citations. This gives you a deeper insight into how ideas and research are interconnected.
In terms of visualisation, Litmaps excels. It uses a similarity graph, not just a standard citation graph, to display connections.
This means you’re seeing a more nuanced representation of the literature, based on the similarity metric of papers, rather than just citation counts.
Litmaps also allows for a high level of customisation. You can filter papers based on:
This makes it a highly flexible tool for conducting systematic reviews and meta-analysis.
Litmaps also have a more user-friendly interface, and additional features like tracking the latest papers on a specific topic or a random set of systematic reviews.
Inciteful is an innovative literature mapping tool that stands out in the field of academic research for its unique approach to visualizing citation networks.
This tool is designed to make the process of literature review more intuitive and insightful, especially for researchers and scholars delving into new or complex fields.
When you use Inciteful, you start by selecting a ‘seed paper’. From this single paper, Inciteful creates a citation network, branching out to reveal not only papers that cite your chosen article but also those that are contextually related through co-citation and citation relationships.
This forms a comprehensive citation map, allowing you to see how various research pieces interconnect.
A standout feature of Inciteful is its visualization capabilities. The tool presents a citation graph, where each node represents a paper, and connecting lines indicate citation links.
This visualization helps you grasp the structure of scientific discourse in a field, revealing seminal papers, emerging trends, and key authors. You can then filter and sort papers based on keywords, number of citations, or publication date.
Inciteful isn’t just about numbers of citations; it delves deeper. The tool analyzes the context of citations, bringing to light the sentiment and relevance of each citation relationship.
This adds an extra layer of depth to your literature review, offering insights that go beyond traditional citation counting. Inciteful Incorporates metadata from various sources like:
Inciteful also ensures that its citation network is rich and current. The tool also supports importing bibliographic data in BibTeX format, making it flexible and adaptable to various research needs.
This makes Inciteful not just a powerful research tool but also a highly customizable one, suited for everything from quick overviews to in-depth systematic reviews.
Connected Papers is a cool literature mapping tool that offers researchers and scholars an intuitive way to explore the citation network of a specific paper or topic.
It stands out compared to the other mapping tools for its user-friendly design and effective visualisation techniques.
Connected Papers takes a ‘seed paper’ of your choice, then generates a citation graph based on the seed paper, producing a visual network that displays how this paper is connected to others through direct citations and co-citations.
This network reveals the most relevant papers, showing you the ‘big picture’ of research trends and developments related to your topic.
The citation graph in Connected Papers isn’t just a simple map; it’s a detailed visualisation tool. Each node represents a paper, and the lines between them indicate citation relationships.
This visualisation allows you to easily identify:
You can see at a glance which papers are most cited and how they interlink, providing a comprehensive overview of the scientific landscape.
Connected Papers uses metadata and bibliographic information from databases like Google Scholar, Web of Science, and Microsoft Academic. This ensures that the citation network you’re exploring is both extensive and up-to-date.
It also supports importing data in BibTeX format, making it versatile for different research needs.
This tool is particularly valuable for researchers who are looking to map out the landscape of a new or complex field. It helps in identifying related papers that might not be immediately obvious, providing a deeper understanding of the subject matter.
Litmaps, Inciteful, and Connected Papers represent the forefront of academic research tools, each bringing a unique approach to literature mapping.
They empower researchers with advanced visualisation, comprehensive citation networks, and user-friendly interfaces, making literature reviews more efficient and insightful.
As the landscape of scientific research continues to grow, these tools are invaluable allies in navigating and understanding the complex web of academic knowledge.
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Manual literature mapping is a method of locating an article that is highly relevant to your topic and using it as a starting point to connect you to other relevant literature. Below are the steps for manually mapping literature in the multidisciplinary database Scopus .
Step 1: Find a highly relevant article on your topic. This could be an article from your advisor or one that you found by keyword searching in Google Scholar or a database.
Step 2: Locate a record of the article in Scopus by copy/pasting the title of your article into the search box.
Step 3: Explore connections by
Using concept maps.
Concept maps or mind maps visually represent relationships of different concepts. In research, they can help you make connections between ideas. You can use them as you are formulating your research question, as you are reading a complex text, and when you are creating a literature review. See the video and examples below.
Credit: Penn State Libraries ( CC-BY ) Run Time: 3:13
Credit: Austin Kleon. A map I drew of John Berger’s Ways of Seeing in 2008. Tumblr post. April 14, 2016. http://tumblr.austinkleon.com/post/142802684061#notes
This example shows the different aspects of the author's literature review with citations to scholars who have written about those aspects.
Credit: Clancy Ratliff, Dissertation: Literature Review. Culturecat: Rhetoric and Feminism [blog]. 2 October 2005. http://culturecat.net/node/955 .
Google slides.
GSlides can create concept maps using their Diagram feature. Insert > Diagram > Hierarchy will give you some editable templates to use.
Tutorial on diagrams in GSlides .
MS Word can create concept maps using Insert > SmartArt Graphic. Select Process, Cycle, Hierarchy, or Relationship to see templates.
NVivo is software for qualitative analysis that has a concept map feature. Zotero libraries can be uploaded using ris files. NVivo Concept Map information.
A concept map or mind map is a visual representation of knowledge that illustrates relationships between concepts or ideas. It is a tool for organizing and representing information in a hierarchical and interconnected manner. At its core, a concept map consists of nodes, which represent individual concepts or ideas, and links, which depict the relationships between these concepts .
Below is a non-exhaustive list of tools that can facilitate the creation of concept maps.
www.canva.com
Canva is a user-friendly graphic design platform that enables individuals to create visual content quickly and easily. It offers a diverse array of customizable templates, design elements, and tools, making it accessible to users with varying levels of design experience.
Pros: comes with many pre-made concept map templates to get you started
Cons : not all features are available in the free version
Explore Canva concept map templates here .
Note: Although Canva advertises an "education" option, this is for K-12 only and does not apply to university users.
www.lucidchart.com
Lucid has two tools that can create mind maps (what they're called inside Lucid): Lucidchart is the place to build, document, and diagram, and Lucidspark is the place to ideate, connect, and plan.
Lucidchart is a collaborative online diagramming and visualization tool that allows users to create a wide range of diagrams, including flowcharts, org charts, wireframes, and mind maps. Its mind-mapping feature provides a structured framework for brainstorming ideas, organizing thoughts, and visualizing relationships between concepts.
Lucidspark , works as a virtual whiteboard. Here, you can add sticky notes, develop ideas through freehand drawing, and collaborate with your teammates. Has only one template for mind mapping.
Explore Lucid mind map creation here .
Note: U-M students have access to Lucid through ITS. [ info here ] Choose the "Login w Google" option, use your @umich.edu account, and access should happen automatically.
www.figma.com
Figma is a cloud-based design tool that enables collaborative interface design and prototyping. It's widely used by UI/UX designers to create, prototype, and iterate on digital designs. Figma is the main design tool, and FigJam is their virtual whiteboard:
Figma is a comprehensive design tool that enables designers to create and prototype high-fidelity designs
FigJam focuses on collaboration and brainstorming, providing a virtual whiteboard-like experience, best for concept maps
Explore FigJam concept maps here .
Note: There is a " Figma for Education " version for students that will provide access. Choose the "Login w Google" option, use your @umich.edu account, and access should happen automatically.
www.mindmeister.com
MindMeister is an online mind mapping tool that allows users to visually organize their thoughts, ideas, and information in a structured and hierarchical format. It provides a digital canvas where users can create and manipulate nodes representing concepts or topics, and connect them with lines to show relationships and associations.
Features : collaborative, permits multiple co-authors, and multiple export formats. The free version allows up to 3 mind maps.
Explore MindMeister templates here .
COMMENTS
Here are the most recommended literature mapping tools to choose from: 1. Connected Papers. a. Connected Papers is a simple, yet powerful, one-stop visualization tool that uses a single starter article. b. It is easy to use tool that quickly identifies similar papers with just one "Seed paper" (a relevant paper). c.
06/06/2023. Literature mapping is a process that involves analyzing and visualizing the scientific literature on a particular topic to identify research gaps, improve collaboration, and inform decision-making. In this article, we list five benefits of literature mapping for scientists and researchers and show you types and tools to save your ...
Step 1: Define Your Research Topic. The first step in creating a literature review map is to clearly define your research topic. Be specific and narrow down your focus to ensure that you have a manageable scope for your literature review. Take into consideration the research objectives or guiding questions that will shape your review.
Literature mapping is a way of discovering scholarly articles by exploring connections between publications. Similar articles are often linked by citations, authors, funders, keywords, and other metadata. These connections can be explored manually in a database such as Scopus or by the use of free browser-based tools such as Connected Papers, L ...
An example of his literature map system is shown above which is extracted from Dr Drane's Doctorate. Impact and Strategic Importance Research occurs in a huge range of endeavours from academic research to competitive analysis, market and corporate strategy.
A literature map (Cresswell, 2011) is a two dimensional diagrammatic representation of information where links are made between concepts by drawing arrows (which could be annotated to define the nature of these links). Constructing a literature map helps you to: develop your understanding of the key issues and research findings in the literature
Demonstrate your knowledge of the research topic. Identify the gaps in the literature and show how your research links to these. Provide the foundation for your conceptual framework (if you have one) Inform your own methodology and research design. To achieve this, your literature review needs a well-thought-out structure.
A literature review is a methodical or organized review of the published literature on a specific topic or research question designed to analyze--not just summarize--scholarly writings that are related directly to your research question. That is, it represents the literature that provides the context for your research and shows a correspondence ...
An overview of tools for mapping scholarly literature. Litmaps creates interactive literature maps: collections of articles that make up your different research topics. Create maps for your research by searching our literature database; linking your reference manager; or through automatic generation from seed articles.
Resources for Creating Literature Maps. This resource provides an overview of stasis theory and what you can do with it to help you conduct research, compose documents, and work in teams. This resource provides suggestions for books, articles, videos and more for designing literature maps.
Articles & Research Databases Literature on your research topic and direct access to articles online, when available at UW.; E-Journals Alphabetical list of electronic journal titles held at UW.; Encyclopedias & Dictionaries Resources for looking up quick facts and background information.; E-Newspapers, Media, Maps & More Recommendations for finding news, audio/video, images, government ...
Concept maps may be simple designs illustrating a central theme and a few associated topics or complex structures that delineate hierarchical or multiple relationships. J.D. Novak developed concept maps in the 1970's to help facilitate the research process for his students. Novak found that visually representing thoughts helped students freely ...
There are just two basic items you need to know about concept maps in order to create one. First, you need to know what a concept is, and secondly, you need to know how the concepts are linked. This is pretty simple: A concept is an idea that we can label. It could be a noun, such as "cars" or "stars," or a description, such as "bright" or "fast."
Open Knowledge Maps. Calling themselves a "visual interface to the world's scientific community," their tool allows you to start with a few keywords to search for literature on a topic. Results display the main areas at a glance, and papers related to each area. In addition to giving you an overview of the area, it helps you identify ...
Example of literature review. Identify the research question or topic, making it as narrow as possible. In this example of a literature review, we review the anxiolytic (anti-anxiety) activity of Piper methysticum, or Kava. Let's walk through the steps in the process with this literature review example.
Inciteful. Inciteful is an innovative literature mapping tool that stands out in the field of academic research for its unique approach to visualizing citation networks. This tool is designed to make the process of literature review more intuitive and insightful, especially for researchers and scholars delving into new or complex fields.
Manual literature mapping is a method of locating an article that is highly relevant to your topic and using it as a starting point to connect you to other relevant literature. Below are the steps for manually mapping literature in the multidisciplinary database Scopus . Step 1: Find a highly relevant article on your topic.
We'll canvas five useful tools and apps for visualising and exploring scientific literature. They're all fun to play with, so give them a try! 1. Litmaps. Litmaps.co allows you to create ...
Concept maps or mind maps visually represent relationships of different concepts. In research, they can help you make connections between ideas. You can use them as you are formulating your research question, as you are reading a complex text, and when you are creating a literature review. See the video and examples below.
Concept Mapping - Literature Reviews - Research Guides at University of Michigan Library. A concept map or mind map is a visual representation of knowledge that illustrates relationships between concepts or ideas. It is a tool for organizing and representing information in a hierarchical and interconnected manner.
With all these settings, you can now visualise your literature maps in 6 × 2 × 2 × 4 × 3 = 288 different ways. We hope you find these features fun and valuable.
An example of a concept map used to elaborate on the concept of problem based learning (PBL) ... Although doctoral education is a key means for improving education research, the literature has ...
Download scientific diagram | 2 Literature map sample research from publication: Internet Research Analytics (Theories and Methods) | This chapter introduces the theories and methods for exploring ...