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How is a mapping review of literature conducted?

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A mapping review of literature involves systematically organizing and categorizing existing research to identify key concepts, gaps, and connections within a specific field. Researchers conduct searches in various databases, screen and extract data, and categorize studies based on their goals and populations studied. The process aims to map out the main theories, themes, and findings in a particular area of study, providing a comprehensive overview of the existing literature. By utilizing systematic and replicable methods, researchers can identify patterns, relationships, and research gaps, which can guide future studies and innovations within the field. This approach allows for a structured analysis of prior work, enabling a clearer understanding of the current state of knowledge and areas for further exploration.

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Journal Article•DOI Text data-driven new product development: a systematic mapping review Navid Mohammadi, Nader Seyyedamiri, Saeed Heshmati - Show less +2 more 17 Nov 2022-Nankai Business Review International	A mapping review of literature is conducted systematically by text mining to analyze popular algorithms, data types, software used, and research gaps in new product development.
Open access•Posted Content•DOI Are we there yet? A Mapping review to identify and organize bias research in medical education curriculum 24 Mar 2023	A mapping review of literature involves identifying bias categories studied, sorting studies by goals and populations, and mapping biases to reveal research gaps within medical education curriculum.
Open access•Proceedings Article•DOI Mapping Theories Within The Literature On Sustainable Business Models: A Systematic Literature Review 20 Jun 2023	A mapping review of literature is conducted by identifying and analyzing existing theories, starting with CSR and CS, then exploring additional theories to understand their use and complementarity in SBM literature.
Open access•Journal Article•DOI Mapping Literature with Networks: An Application to Redistricting Adeline Yunchen Lo, Devin Judge-Lord, Kyle Hudson, Kenneth H. Mayer - Show less +3 more 21 Mar 2023-Political Analysis	A mapping review of literature is conducted by structuring recurring concepts and relationships into a network, enabling systematic analysis and visualization of major themes in existing literature.
Open access•Journal Article•DOI A mapping review protocol for toothbrush design Smruti Divate, Zac Morse - Show less +1 more 22 Sep 2022-International Journal of Clinical Trials	A mapping review of literature is conducted by systematically searching databases, extracting data, categorizing themes, and identifying gaps to guide future research and design innovations in toothbrush design.

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How to conduct literature review?5 answersTo conduct a literature review effectively, several key steps should be followed. Firstly, it is essential to search for literature related to the topic. Next, analyze and evaluate the gathered literature before reading it to ensure relevance. Proper citation of sources is crucial to avoid plagiarism. Creating a summary table of reviewed papers can aid in organizing the information. Additionally, skills such as scanning, note-making, structuring, writing, and building a bibliography are vital in the literature review process. The literature review should draw on various sources like academic articles, books, and web resources to support the identification of research questions. Finally, the review should provide a clear rationale for the current research by critically evaluating prior literature and identifying gaps in the existing knowledge base.

How to do literature review?4 answersTo conduct a literature review effectively, one must begin by defining a research question that addresses a gap in existing literature with clear objectives and a measurable hypothesis. Utilizing multiple databases for comprehensive study retrieval is crucial, along with running preliminary searches to refine the hypothesis, guide study design, and inform data collection. The literature review serves to identify practical and theoretical problems, examine existing literature, and pinpoint specific research purposes, questions, or hypotheses. It is essential to critically analyze the relationship among different works, identify gaps, and relate findings to the research project at hand to establish credibility and need for grants. Finding one's voice in constructing a literature review can involve interdisciplinary comparisons, deep topic exploration, and reflexive approaches to enrich one's understanding and become a legitimate participant in the academic community.

How to review literature?5 answersTo review literature, it is important to convey established knowledge and ideas on a topic, along with their strengths and weaknesses. The literature review should be defined by a guiding concept and not just be a descriptive list or set of summaries. Evaluating the literature involves critiquing various aspects such as the title, abstract, problem, purpose, theoretical framework, implications, research questions, variables, ethical concerns, research design, results, conclusions, recommendations, and future studies. A literature review serves as a survey of scholarly sources, providing familiarity with current research and a critical analysis of relationships among different works. It helps to explore what is already known on a topic, introduces key thinkers/writers, and sets the scene for research. A literature review consolidates research findings, highlights progress and limitations, and keeps practitioners and researchers updated on the latest research findings.

How to do a Literature Review?5 answersA literature review is an in-depth examination of the significant material in books, journals, and other sources relating to a specific topic. It aims to explore what is already known on the topic and introduce the main thinkers/writers in the area. The review helps to acquire an understanding of the topic and sets the scene for research by placing the research question in context. The first stage of most research projects is to undertake a review of the literature to determine what research has already been conducted in the area. This review helps to refine research questions and determine the research plan. A literature review provides a basis for consolidating research findings within a specific area and gives a clear indication of current progress, limitations, and future directions of the research stream. It is an account of what has been published on a topic, conveying knowledge and ideas, and analyzing their strengths and weaknesses. A literature review is a survey of scholarly sources that establishes familiarity with current research, analyzes relationships among different works, and reveals gaps in the field.

How to do conduct literature review?5 answersA literature review is a critical analysis of scholarly sources that establishes familiarity with and understanding of current research in a particular field. It serves as a foundational aspect of a well-grounded thesis or dissertation, reveals gaps in a specific field, and establishes credibility and need for those applying for a grant. Conducting a literature review involves reviewing and synthesizing research literature to provide a context for a study, identify gaps or weaknesses in the knowledge base, and establish a rationale for the study. It is important to organize and categorize information under various headings based on important elements of the study to help the reader understand how previous studies are related to the current study. A literature review should also include critique, pointing out weaknesses in data collection or analysis and discrepancies among various findings. Finally, a researcher must demonstrate how previous research is connected to their own, whether they are filling gaps, extending previous findings, or contradicting prevailing notions.

Can you generate literature mappings from provided article references?4 answersYes, literature mappings can be generated from provided article references. By analyzing the text spans of a document that cites a specific article, it is possible to identify the referenced portions of that article. This can be achieved using topic models and word embeddings, which have been shown to outperform previous systems in this task. Additionally, systematic literature reviews can be conducted to integrate and synthesize existing research, resulting in literature mappings. These reviews are often carried out in a rigorous and unbiased manner, with multiple analysts independently reviewing the articles to ensure accuracy. By following a systematic inclusion process and providing clear instructions to the review team, the goals of the project can be achieved and the quality of the literature mappings can be maintained.

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