Research Better: 6 Best AI Tools for Research Efficiency
Jan 25, 2024 |
9 Mins Read
The increased usage of AI tools has sparked many conversations in the world of academia, which inspired the innovation of AI tools for research. The integration of technology in academia has brought innovation that introduced digital libraries, plagiarism trackers and grammar-checking softwares, this changed the way researchers write and discover academic literature. In recent years, the academic sphere has witnessed the rapid growth and implementation of AI, which we believe can be leveraged to create efficiency in research.
As an AI-powered research library, Zendy provides key tools like summarisation and keyphrase highlighting to streamline the process of literature review, we also developed and launched ZAIA, the AI research assistant. These tools have been designed to create efficiency in research, which allows researchers to invest significant time in data analysis and their primary research.
With the growing integration of AI products, we believe in the ethical use of AI in the world of research while also leveraging this technology to streamline research processes for students and researchers alike. As highlighted in Responsible AI in Research and Why It Matters, ethical AI practices are essential for building tools that are both trustworthy and effective.
According to a study on the usage of AI among students, every fourth student (25.2%) frequently uses AI-based tools, while almost half (47.8%) use them occasionally. However, Some of the AI ethical issues remind us that without proper guidelines, these tools risk compromising the integrity of research. Notably, slightly more than a third of students (36.6%) still do not use AI tools at all.
In this blog, we recommend the 6 best AI-driven tools to assist you with annotating, citing and more!
1. ZAIA - AI Assistant for Research
ZAIA is a domain-specific LLM designed to assist researchers in understanding essential research concepts and finding relevant papers. This tool enhances the efficiency of the literature review process, providing answers backed by millions of academic research papers.
Housing over 200 million papers from all fields of science, this tool generates a comprehensive summary of an academic paper, including the area of study the research addressed and its overall impact on the discipline.
3. Paperguide
Paperguide is an all in one AI workspace for researchers to conduct literature reviews, understand and extract data from scientific papers, collaborate, manage and write research.
4. Tableau
This tool generates date visualisation and analytical tools for businesses and researchers. The platform is equipped with Einstein AI which is driven by machine learning and delivers predictions and recommendations within Tableau workflows to assist with efficient decision-making.
5. Scite.ai
This is a well-rounded citation tool that provides context to citations by clearly stating whether an academic paper supports or contrasts the cited claim. This helps researchers save time having to read lengthy papers and quickly determine whether the citation is relevant to their research.
6. Consensus AI
This tool annotates insights about research papers using AI. It produces “study snapshots” to condense lengthy research papers by mentioning study aims, variables, and findings. The platform also provides credible responses backed by academic papers to queries, by presenting research papers that both support and contrast the query, allowing users to browse through objective responses.
Limitations of AI Tools
While AI tools are effective in streamlining research processes, they raise ethical concerns and can impact research integrity if misused. AI raises ethical issues including data privacy, algorithm bias and misuse of AI. However, due to the increasing usage of AI tools, policies are developing quickly to ensure the technology is adequately regulated.
Tips for Using AI Tools in Research
Follow these recommendations to ensure ethical AI usage:
- Always fact-check content generated by AI tools
- Do not write academic articles using AI tools. Instead, use these tools to edit and structure original research content.
- Do not use AI tools to generate references, instead use it to manage and store the references.
- Use AI tools that produce accurate results.
- Incorporate your own voice and style of written content as much as possible.
In conclusion, AI is a resourceful innovation in academic research when used ethically. The correct and responsible usage of AI can create immeasurable efficiency in research processes, and aid in citation management, resource annotation, data visualization, literature discoverability and summarisation.
Discover a comprehensive suite of AI-driven tools like summarisation, keyphrase highlighting and ZAIA - AI assistant for research on Zendy now.
The Journal of Financial Economics
A top peer-reviewed journal since 1974 published by Elsevier, founded by Michael C. Jensen, Eugene Fama, and Robert C. Merton. The Journal of Financial Economics (JEF) serves as a dedicated platform for publishing high-quality studies on financial markets, corporate finance, financial intermediation, entrepreneurial finance, corporate governance, organisational economics, macro-finance, behavioural finance, and household finance. Focused on both theoretical and empirical research in financial economics. The Journal of Financial Economics prioritises rigorous empirical, theoretical, and experimental contributions, particularly those related to the theory of the firm and financial economics. Journal of Financial Economics Impact Factor and Rankings According to the latest updates from VU Journal Publishing Guide, The Journal of Financial Economics has made a big impact, with an impressive 10.4 impact factor as of 2024. That puts it among the top economics and finance journals globally. It ranks 5th out of 600 in the Economics category and takes the top spot—1st out of 233—in Business, Finance. These rankings highlight just how influential the journal is in its field. AbbreviationJ. FINANC. ECONISSN0304-405X (1879-2774)eISSN:N/ACategoryAccounting (Q1); Economics and Econometrics (Q1); Finance (Q1); Strategy and Management (Q1)WoS Core Citation IndexesSSCI - Social Sciences Citation IndexJournal Impact Factor (JIF)10.45-year Impact Factor11.4Best ranking:ECONOMICS (Q1) Percentage rank: 99.2%CountrySWITZERLANDPublisherElsevier Source: WoS Journal of Financial Economics Scopus Metrics According to Scopus data for 2023, the journal's metrics are equally impressive: SCImago Journal Rank (SJR): 13.655 Source Normalized Impact per Paper (SNIP): 5.048 CiteScore: 15.8 These metrics reinforce the journal's reputation as a leader in its field, with high rankings in many categories including Accounting, Finance, Economics and Econometrics, and Strategy and Management. Journal of Financial Economics H-index and Citations The Journal of Financial Economics has an exceptional h-index of 311, indicating that at least 311 articles published in the journal have been cited at least 311 times each. This high h-index reflects the journal's strong impact and the enduring relevance of its published research. What is The Scope of The Journal of Financial Economics? The journal covers a wide range of topics within finance and economics, including: Accounting Economics and Econometrics Finance Strategy and Management It's particularly known for its applied papers and case studies section, which provides a platform for scholarly studies of actual cases, events, or practices in the financial world. Conclusion The Journal of Financial Economics stands out as a top-tier publication in its field, consistently ranking highly across various metrics. Its high impact factor, impressive SJR, and strong h-index all point to its significant influence in the world of financial economics. For researchers and professionals in finance and economics, publishing or referencing articles from this journal can lend considerable weight to their work. .wp-block-image img { max-width: 85% !important; margin-left: auto !important; margin-right: auto !important; }
How to Find Peer-Reviewed Articles for Your Research
If you're doing research, you'll want to use reliable sources. Peer-reviewed articles are among the best because experts review them before they're published, ensuring quality and credibility. The benefits of expert peer review in research are significant—it helps maintain high standards, validates findings, and improves the overall reliability of academic work. But how do you find these peer-reviewed journal articles, and how can you tell if a journal is peer-reviewed? Let's break it down. What Are Peer-Reviewed Articles? A peer-reviewed article is one that has been checked by other experts in the field before publication. This process helps make sure the research is solid and trustworthy. Where Can You Find Peer-Reviewed Journal Articles? You can find peer-reviewed articles in a few different places: University Libraries – If you're a student or faculty member, your university library probably gives you access to research databases. Academic Databases – Websites like PubMed, JSTOR, ScienceDirect, and Web of Science have collections of scholarly peer-reviewed articles. Zendy – Affordable and accessible peer-reviewed scholarly content, in partnerships with leading publishers e.g., IntechOpen, IEEE, IT Governance Publishing, and IGI Global, powered by AI. Google Scholar – Some journal articles here are peer-reviewed, but not all. You’ll need to check the source. See The Growth of Digital Libraries: Benefits, Challenges & Trajectory How to Recognise Peer-Reviewed Journal Articles There are 4 ways to check if a journal is peer-reviewed or not: Visit the Journal’s Website – Look for a section about their review process. Use Library Databases – Many academic databases label peer-reviewed journals. Check the Editorial Board – A peer-reviewed journal usually lists experts who review submissions. Look It Up on Ulrichsweb – This directory can tell you if a journal is peer-reviewed. Are Google Scholar Articles Peer-Reviewed? Not necessarily. Google Scholar collects all sorts of academic work, including conference papers and preprints, which may not have gone through peer review. To check, see if the article was published in a reputable journal. What Is a Peer Review Example? Let’s say a scientist submits a research paper to a journal. The editor sends it to other experts, who review it for accuracy and clarity. And then they might suggest changes or reject the paper if it doesn’t meet the journal’s standards. So if the paper gets approved, it’s published as a peer-reviewed article. What’s the Difference Between Peer Review and an Original Article? Peer Review – A process where experts evaluate a research paper before it’s published. Original Article – A research paper that presents new findings. Some original articles are peer-reviewed, while others aren’t. How To Select Peer-Reviewed Journal Articles? When looking for peer-reviewed articles: Check the Journal – Make sure it's known for publishing peer-reviewed articles. Look at the Author’s Background – Are they an expert in the field? Review the References – Good research builds on other credible studies. Use Trusted Databases – Databases like Zendy, PubMed, and Scopus focus on peer-reviewed work. How Do You Know If a Peer-Reviewed Article Is Credible? Even among scholarly peer-reviewed journals, some are more reliable than others. Here’s what to look for: Reputation of the Journal – Some journals have stricter standards than others. Possible Bias – If a study is funded by a company with an interest in the results, for example, a pharmaceutical company funding a study on its own medication might have an interest in positive findings, be cautious. Strong Research Methods – A reliable, peer-reviewed article clearly explains how the research was conducted and how conclusions were reached. Retraction History – Some papers are later retracted due to mistakes or misconduct. Check if the article has been retracted. Final Thoughts It’s not hard to find peer-reviewed journal articles; it just takes a trusted source and a clear understanding of what you’re looking for. Digital libraries like Zendy give you access to everything you need in one place, including both free and paywalled peer-reviewed articles, with over 40 million articles across disciplines like engineering, medicine, economics, and more. .wp-block-image img { max-width: 85% !important; margin-left: auto !important; margin-right: auto !important; }
Impact Factor of Journals: What You Need To Know
The impact factor of journals is a crucial academic publishing metric, serving as a measure of a journal's influence and importance within its field. For you, as a researcher, and institutions alike, understanding this journal classification is essential for making informed decisions about where to publish and which journals to follow. What is Impact Factor? The Impact Factor was created by Eugene Garfield, the founder of the Institute for Scientific Information (ISI). Garfield first mentioned the idea of an impact factor in Science magazine in 1955. In the early 1960s, Eugene Garfield with the help of Irving H. Sher created the Journal Impact Factor (JIF) to help select journals for the Science Citation Index (SCI). They developed this metric by re-sorting the researcher citation index into a journal citation index. Initially, the Impact Factor was used internally by ISI to compile the Science Citation Index. In 1975, ISI began publishing the Journal Citation Reports (JCR), which included the Impact Factor calculations for journals. How is the Impact Factor of Journals Calculated? By calculating the average number of citations received by articles published in those journals over a set period of time, typically two years. For example, the 2022 impact factor of journals is calculated as follows: Journal Impact Factor (JIF) = A / B Where: A = Total number of citations in a given year (e.g., 2023) to articles published in the previous two years (e.g., 2021 and 2022). B = Total number of citable items (articles, reviews, etc.) published in those same two years (2021 and 2022). What Does the Impact Factor of Journals Tell a Researcher? The impact factor of journals provides you with valuable insights into a journal's influence and importance within its field. Here's what the impact factor tells you: 1. Journal Quality: A higher impact factor generally indicates a more prestigious and influential journal in its discipline. This can help you identify high-quality publications for your work. 2. Citation Frequency: The impact factor reflects the average number of citations received by articles published in the journal over a specific period. This indicates how frequently the journal's content is cited by other researchers. 3. Visibility and Reach: Journals with higher impact factors tend to have broader readership and greater visibility in the academic community. Publishing in these journals can increase the exposure of your research. 4. Research Influence: The impact factor of journals can serve as a proxy for the potential influence of research published in a particular journal. It suggests how impactful the average article in that journal might be. 5. Career Advancement: Publishing in high impact factor journals can be crucial for academic and professional advancement, often considered in tenure decisions, grant applications, and professional evaluations. 6. Comparative Tool: Researchers can use the impact factor to compare journals within the same field, helping them make informed decisions about where to submit their work. However, it's important to note that the impact factor has limitations. It doesn't measure the quality of individual articles, and it can be influenced by factors such as the number of review articles a journal publishes. You should consider the impact factor alongside other metrics (e.g., SJR scores), and qualitative assessments when evaluating journals for your research. What is a good impact factor? The impact factor (IF) is a metric used to evaluate the influence and quality of academic journals by measuring the frequency with which their articles are cited. Generally, a higher impact factor indicates a more influential journal within its field. However, "good" impact factors vary significantly across different disciplines. For instance, in biochemistry, impact factors are often categorized as follows: Good: 2–4 Great: 5–8 Awesome: 9–14 Excellent: Above 14 It's important to note that these ranges are approximate and can vary based on specific research areas. Additionally, while impact factors provide insight into a journal's citation frequency, they do not necessarily reflect the methodological quality or societal impact of individual articles. Therefore, when assessing research quality, it's advisable to consider multiple metrics alongside the impact factor. What are the Highest Impact Factor Journals Some of the top impact factor journals include: Medical and Life Sciences- CA-A Cancer Journal for Clinicians (254.7)- The New England Journal of Medicine (91.245)- The Lancet (79.321)- Nature Reviews Molecular Cell Biology (94.444) Multidisciplinary Sciences- Nature (50.5)- Science (47.728) Physical Sciences- Chemical Reviews (60.622)- Nature Materials (43.841)- Nature Nanotechnology (39.213) Environmental Sciences- Energy & Environmental Science (38.532)- Nature Geoscience (16.908) Computer Science and Engineering- IEEE Transactions: Systems, Man, and Cybernetics (13.451) These top-tier journals represent the pinnacle of academic publishing, often featuring groundbreaking research and influential studies. Academic Journal Impact: Beyond the Numbers While the impact factor of journals is a valuable journal ranking, it's important to consider other factors when evaluating academic influence: Field-specific considerations: Impact factors can vary significantly between different academic disciplines Citation patterns: Some fields have faster citation cycles than others, affecting impact factor calculations. Journal scope: Specialised journals may have lower impact factors but still be highly influential in their niche. Conclusion Understanding the impact factor of journals is crucial for researchers navigating the academic publishing landscape. While it's a valuable metric, it should be considered alongside other factors when evaluating journal quality and influence. By staying informed about impact factors and their implications, researchers can make more strategic decisions about where to publish their work and maximise the visibility and impact of their research. .wp-block-image img { max-width: 85% !important; margin-left: auto !important; margin-right: auto !important; }