Table of Contents
Literature Analysis Regardless of what degree program you are enrolled in. A dissertation will have its undeniable place. Calling it the pillar of progress would not be wrong either. Despite all the immense significance, the methodology may vary. However Basic components of a research paper reserve no chance of neglection. They are usually similar too. Like the Provision of evidence, introduction, etc.
A literature review is among those basic components for sure. Having numerous aspects, literature reviews cover more comprehensive options. This broader terminology is useful to get interpreting ideas of scholarly papers. In fact, themes, patterns, journals, books, and more.
There are multiple reviews, some of them quantitative. Others are qualitative. While some are both. When it comes to complex topics, essay writing help takes the lead.
But all that need is to realize which review serves what purpose first.
To be more precise, the concept of summarizing the results of research depends on the nature of your study and its goals. People having no formal training in the subject matter may find it troublesome. Especially, when spotting the right literature to conclude their thesis paper. What matters is adequate knowledge of how useful reviews can be. Absolutely what the person on the other side of the screen can grasp here.
Distinguished features of 7 literature reviews
Pay attention to these useful and critical types of reviews now. Every part carries immense value in its capacity.
Realist Review of Literature Analysis
The fact-based and objective nature of the research means the statements are purely based on actual evidence. There is no place for speculating or guessing at all. Keep in mind that a realist literature analysis prefers a descriptive approach. Rather than prescriptive explanations. With its positivist approaches, the review depends on two parts. Firstly, testing theories against evidence. And then via a systematic checking of review existing papers to render evidence for their claims.
Authors from famous institutions take support from it. While general public also plays their part through magazine and newspaper articles. The purpose of this literature review is mainly to cater to social sciences. Precisely to handle complex interventions that are common there. After all, it demands a deep understanding of the social, cultural, and economic factors. Since the realist review literature analysis is about the environmental impacts of aluminum production and consumption.
Highlighting another quality of review focuses on finding out the underlying theories. Ultimately explains why an intervention works or does not work. The process is beneficial for policymakers. By enabling the practitioners to design more effective and contextually relevant interventions.
Read More: Literature Review | Explore 11 Different Types of Literature Review
Historical Literature Review
It is the review that offers the main historical facts and knowledge about a specific period, place, or subject. A historical literature review is a summary and analysis of published works concerning the topic studied.
A historical literature review is a part of the methodology. Typically involves examining content based on historical events. This lead to the understanding of the historical context of a particular topic or issue. It is commonly used in social sciences, humanities, and other disciplines. Probably with the intention to dig deeper. In short to understand the particular trend or event by examining the existing literature that narrates that time.
A historical literature review typically identifies patterns. Moreover, themes are across multiple sources from the past. The information leads the foundation of comprehensive topics.
A historical literature review is often used to provide an idea of a phenomenon has evolved over time. Overall, a historical review literature analysis is a valuable research method that allows scholars to gain insight. Especially in the historical context of a particular topic or issue.
Exploratory literature review
This broader piece of review is a type of review that gains a wider idea of a topic via research. It involves searching and reading multiple ranges of literature. Including academic articles, books, and other sources.
In addition to that, an exploratory review is completely opposite to a systematic literature review. Instead of following a strict set of procedures for identification. The exploratory literature review is more flexible and open-ended. Its objectives are vast. Not restricted comprehensive overview of existing literature. In fact, this prefers to generate new insights, ideas, and research questions.
Exploratory literature reviews are particularly useful at the beginning of a research project. Probably when a researcher is trying to develop a research question. They can also be useful in interdisciplinary ones. More in the case of familiarizing the literature from multiple fields.
Conceptual literature review
The main goal of a conceptual literature review is to identify and critically analyze the concepts and theories. Mostly, they are relevant to the research question, and to develop a conceptual framework that can guide the research process. This type of literature review can be beneficial when the research question is either complex. Or requires a strong theoretical foundation to be adequately addressed.
To conduct a conceptual literature review. Researchers typically use a systematic approach to search for and analyze relevant literature. This involves identifying keywords and search terms related to the research question. Then using databases and other resources to find relevant literature.
After identifying the literature review. The researchers analyze the concepts and theories presented in the literature. Further, use this information to develop a conceptual framework that can guide their research. This framework can be useful to inform the research design, data collection, and analysis. As well as the interpretation of findings.
Bibliometric Analysis Basics.
Bibliometric analysis is a quantitative analysis of scientific literature, which involves the use of statistical and mathematical methods. In order to analyze patterns and trends in bibliographic data. In case you want to test the productivity of individual researchers. That’s the right pick. Moreover kind of analysis also helps while checking the performance of academic institutions.
By using various metrics, a writer can quantify the impact of scientific research. Some common metrics used in the bibliometric analysis include citation counts. Also, h-index, impact factor. And Eigen factor. Citation counts refer to the number of times a publication has cited the publications. Whereas the h-index is a measure of an author’s productivity and impact based on the number of their publications and more
The impact factor is a metric that measures the average number of citations received by a journal’s articles in a given year. Bibliometric analysis carries unmatchable worth. Since it is a valuable tool for decision-makers and adults. The reason behind the impact is the insight into productivity coming from scientific research.
Leximancer analysis
Leximancer is a text analytics software that uses natural language processing algorithms. That is to extract insights from large volumes of text data. It is commonly used in social science research, market research, and customer feedback analysis. The software provides tools to identify key themes, concepts, and relationships in a text corpus.
To conduct a Leximancer analysis, one typically follows these steps:
In data preparation, the text data get ready removing any unnecessary formatting, punctuation, or stop words. Afterward, the reviewers upload the into the Leximancer software.
During the process, the software applies various algorithms to the data. The reason is to identify individual words. Also, their frequency in the text corpus.
The next step of text analysis in Leximancer uses a combination of statistical and linguistic methods. That identifies the concepts and relationships between them through a visual map of the concepts. And their relationships. Coming toward the interpretation. The analyst interprets the results by using their domain knowledge. To sum up, Leximancer can be a powerful tool for extracting insights from large volumes of text data. However, the demand for expertise in natural language processing is mandatory.
Read More: 7 Literature Review Methods that Grab you High Marks
Content analysis
Based on communication artifacts, the study of content analysis mainly caters to documents. Whether text, audio, videos, or pictures. The theme of communication is usually used in both systematic and replicable ways.
It is famous to revolve around human emotional reactions. Such as behavior, thoughts, linguistic or cultural elements, and more. Does not matter. If researchers conduct content analysis to examine trends between groups or individuals. In the end, it is the comparison that matters. Something related to the human drive.
Content analysis is truly a qualitative approach. Once you are done figuring out a question. The next step would be to create code categories and arrange the content accordingly. There is a certain rule for it. They describe the purpose of the material specifically.
Conclusion
Conducting a literature review is not a straightforward process. In reality, requires a rigorous and systematic approach to ensure the relevancy of the findings. Not to forget the perfect selection of review types as well. Hence, making it is essential for researchers to decide, on research. and execute literature review techniques in an attention-grabbing manner.
From appropriate tools to transparent methodology, everything counts in. In summary, literature reviews are an essential component of the research process. Since they shape future research agendas. What adds weight to the dissertation in actuality is the strategy related to the selected literature review.