Literature Review Examples using Network Visualization
Literature Review Examples using Network Visualization
The Importance of Literature Review in Scientific Research Writing
What is Literature Review in Research Methodology?
Systematic Literature Review & Network Meta-Analysis
A complete Guide to Literature Review in Research
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How to write Literature Review
What is Literature Review?
How to do a literature review for research
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Research Session # 10 : How to Write Literature Review? By Usman Tariq Bhatti
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The literature review helps a scholar or student turn a network of articles into a coherent view of the literature. A literature review is not: an annotated bibliography; or; a "laundry list" of articles. A literature review can be very simple, where some articles, books or other information sources are identified, critiqued, and summarized.
Litmaps
The Seed Maps and Discover features of Litmaps have transformed my literature review process, streamlining the identification of key citations while revealing previously overlooked relevant literature, ensuring no crucial connection goes unnoticed. A true game-changer indeed! Ritwik Pandey.
How to Write a Literature Review
Examples of literature reviews. Step 1 - Search for relevant literature. Step 2 - Evaluate and select sources. Step 3 - Identify themes, debates, and gaps. Step 4 - Outline your literature review's structure. Step 5 - Write your literature review.
Literature review as a research methodology: An overview and guidelines
This is why the literature review as a research method is more relevant than ever. Traditional literature reviews often lack thoroughness and rigor and are conducted ad hoc, rather than following a specific methodology. Therefore, questions can be raised about the quality and trustworthiness of these types of reviews.
Leading Networks Effectively: Literature Review and Propositions
The current comprehensive literature review aims to contribute to network leadership research and enable a better understanding of effective network leadership. As network forms of organizing are increasingly needed, due to the progressively dynamic and complex nature of the workplace (Karriker, Madden, & Katell, 2017 ; Lapierre & Carsten, 2014 ...
Servant Leadership: a Systematic Literature Review and Network Analysis
The paper is based on a two-step method, referred to as "Systematic Literature Network Analysis (SLNA)" (Colicchia & Strozzi, 2012): a Systematic Literature Review (SLR) and a further analysis of the subset of relevant articles obtained through a bibliographic Network Analysis (NA): namely, the citation network analysis, the co-occurrence networks analysis and the basic statistics.
How to Write a Literature Review: Six Steps to Get You from ...
Step One: Decide on your areas of research: Before you begin to search for articles or books, decide beforehand what areas you are going to research. Make sure that you only get articles and books in those areas, even if you come across fascinating books in other areas. A literature review I am currently working on, for example, explores ...
A network approach toward literature review
This study introduces a method that uses a network approach towards literature review. To employ this approach, we use hypotheses proposed in scientific publications as building blocks. In network terms, a hypothesis is a directed tie between two concepts or nodes. The network emerges by aggregating the hypotheses from a set of articles in a specific domain. This study explains the method and ...
A Structured Literature Review on Networks and Organizations
2 Methodology. This chapter aims at analysing the main trends and characteristics of the literature regarding networks and organizations in the last 20 years (2002-2021). Following Massaro, Dumay, and Guthrie ( 2016) we developed a structured literature review, starting with setting boundaries to our research.
Research Guides: Literature Reviews: What is a Literature Review?
A literature review is meant to analyze the scholarly literature, make connections across writings and identify strengths, weaknesses, trends, and missing conversations. A literature review should address different aspects of a topic as it relates to your research question. A literature review goes beyond a description or summary of the ...
Supply chain innovation research: A bibliometric network analysis and
In our research, we adopt an inductive systematic literature review and bibliometric network analysis of 230 papers published at the intersection of supply chain and innovation management to move the field forward and facilitate theory building (Seuring et al., 2020). Notably, this paper is one of the first studies focusing on SCI that performs ...
Leading Networks Effectively: Literature Review and Propositions
A literature review is presented on the modes of effective network leadership within and between organizations. In total, 163 published studies, both empirical and conceptual, were parsed with ...
Original research: Systematic literature review and network meta
Systematic literature review and network meta-analysis of therapies for psoriatic arthritis on patient-reported outcomes. ... Patients and/or the public were not involved in the design, or conduct, or reporting, or dissemination plans of this research. Provenance and peer review: Not commissioned; externally peer reviewed.
Literature Review Examples using Network Visualization
A literature review is an overview of the current research on a certain topic. As the number of scientific publications grows exponentially it becomes more and more challenging to perform this sort of analysis. However, literature review can be made much easier using network analysis.
A systematic literature review on network marketing ...
Theoretically, this systematic literature review (SLR) synthesizes the network marketing literature from multifarious perspectives and proposes a conceptual framework. Further, it contributes to advancing the network marketing domain by proposing future research directions in terms of theoretical underpinnings, characteristics, contexts, and ...
A Systematic Literature Network Analysis of Existing Themes and ...
The debate about Circular Economy (CE) has been increasingly enriched by academics through a vast array of contributions, based on several theoretical perspectives and emanating from several research domains. However, current research still falls short of providing a holistic and broader view of CE, one that combines existing themes and emerging research trends. Accordingly, based on a ...
Networking capability: a systematic review of literature and future
Third, the authors found that the focal firms' NC consists of two key dimensions: network development capability (NDC) and network management capability (NMC). Fourth, they contribute to the literature by providing a set of suggestions for further research in the NC literature stream.,This study has some limitations, like other review studies.
PDF Network Effects Research: A Systematic Review of Theoretical Mechanisms
We conducted a systematic review of empirical network effects research in 40 journals of public administration and policy from 1998 to 2019. We reviewed and coded 89 articles and described the main social theories used in the network effectiveness literature and the associated mechanisms that translate network structures to network effects.
A Systematic Literature Review of Empirical Research on Epistemic
Abstract: Over the past decade, epistemic network analysis (ENA) has emerged as a quantitative ethnography tool for modeling discourse in different types of human behaviors. This article offers a comprehensive systematic review of ENA educational applications in empirical studies ( $\text{n}=76$ ) published between 2010 and 2021.We review the ENA methods that research has relied on, the use of ...
A systematic literature review on network marketing ...
By leveraging a systematic literature review (SLR) using a data-driven approach and quantitative methodology (including bibliographic coupling), this study provides an overview of the emerging ...
A Systematic Literature Network Analysis: Development of ...
Systematic literature network analysis (SLNA) is a modified methodology developed by Colicchia and Strozzi [] in 2012 which consists of two parts: systematic literature review (SLR) and citation network analysis (CNA).SLR is used to select the most related articles for the analysis and CNA is used to analyze the development of the knowledge based on the bibliographic information, such as ...
Use of social network analysis in health research: a scoping review
Social network analysis (SNA), an approach which emerged from the relational perspective in social theory, has been increasingly used in health research. This paper outlines the protocol for a scoping review of literature that uses social network analytical tools to examine the effects of social connections on individual non-communicable ...
Systematic literature review of real-world evidence for treatments in
At the time of this review (literature search conducted December 14, 2022), guidelines by the National Comprehensive Cancer Network (NCCN) and the European Society for Medical Oncology (ESMO) recommend various options for the treatment of HR+/HER2- advanced BC in the second-line (2 L) setting, including fulvestrant monotherapy, mammalian target ...
A systematic literature review on network marketing: What do we know
Since an SLR is a widely used approach to review literature (Linnenluecke et al., 2020; Vrontis & Christofi, 2021), it appears to be the most suitable approach to achieving the objectives of the current review, i.e., to synthesize the network marketing literature intricately and propose future research avenues.
The Development of Smartphone-Based Mathematics Learning Media
This literature review offers an in-depth analysis of the utilization and significance of learning media in mathematics education. Employing the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) research approach, the review encompasses distinct stages, including identification, screening, eligibility, and inclusion.
Adoption of the International Cognition and Cancer Task Force
e24043 Background: This abstract presents a review of published research literature to determine research investigators' rate of adoption of the International Cognition and Cancer Task Force (ICCTF) recommended criteria for defining cancer-related cognitive impairment (CRCI). Published in 2011, the ICCTF recommendations were intended to identify psychometric standards that would facilitate ...
Optimizing double-layered convolutional neural networks for efficient
A Convolutional Neural Network (CNN) was then trained on this preprocessed data, and class imbalance was addressed using Synthetic Minority Over-sampling Technique (SMOTE). The model's performance was evaluated through metrics such as accuracy, precision, recall, F1-score, and ROC curve analysis. ... Initially, the Literature Review explores ...
Interplay of Family Dynamics and School Engagement in Self-Harm
Little research has explored the synergistic links between the home and school environments of adolescent self-harm, the purpose of this PRISMA review is to provide an overview of the mechanisms by which the home and school environments influence adolescent self-harm behaviors, as well as how the two interact to influence adolescent mental health.
The IMP research on business networks: a systematic literature review
To answer to the study's research questions, the Authors decided to rely on a systematic literature review (SLR) method (Tranfield et al., 2003; Snyder, 2019) that helps to reach a reliable evaluation of the existent scientific knowledge of a certain topic.As we are interested - on one hand - to provide an IMP-driven overview of business network research and - on the other hand - to ...
Water
Skyrise greenery, including green roofs and vertical gardens, has emerged as an indispensable tool for sustainable urban planning with multiple ecological and economic benefits. A bibliometric analysis was used to provide a systematic review of the functions associated with skyrise greenery in urban landscapes. Key research tools, including the "Bibliometrix" R package and "CiteSpace ...
IMAGES
VIDEO
COMMENTS
The literature review helps a scholar or student turn a network of articles into a coherent view of the literature. A literature review is not: an annotated bibliography; or; a "laundry list" of articles. A literature review can be very simple, where some articles, books or other information sources are identified, critiqued, and summarized.
The Seed Maps and Discover features of Litmaps have transformed my literature review process, streamlining the identification of key citations while revealing previously overlooked relevant literature, ensuring no crucial connection goes unnoticed. A true game-changer indeed! Ritwik Pandey.
Examples of literature reviews. Step 1 - Search for relevant literature. Step 2 - Evaluate and select sources. Step 3 - Identify themes, debates, and gaps. Step 4 - Outline your literature review's structure. Step 5 - Write your literature review.
This is why the literature review as a research method is more relevant than ever. Traditional literature reviews often lack thoroughness and rigor and are conducted ad hoc, rather than following a specific methodology. Therefore, questions can be raised about the quality and trustworthiness of these types of reviews.
The current comprehensive literature review aims to contribute to network leadership research and enable a better understanding of effective network leadership. As network forms of organizing are increasingly needed, due to the progressively dynamic and complex nature of the workplace (Karriker, Madden, & Katell, 2017 ; Lapierre & Carsten, 2014 ...
The paper is based on a two-step method, referred to as "Systematic Literature Network Analysis (SLNA)" (Colicchia & Strozzi, 2012): a Systematic Literature Review (SLR) and a further analysis of the subset of relevant articles obtained through a bibliographic Network Analysis (NA): namely, the citation network analysis, the co-occurrence networks analysis and the basic statistics.
Step One: Decide on your areas of research: Before you begin to search for articles or books, decide beforehand what areas you are going to research. Make sure that you only get articles and books in those areas, even if you come across fascinating books in other areas. A literature review I am currently working on, for example, explores ...
This study introduces a method that uses a network approach towards literature review. To employ this approach, we use hypotheses proposed in scientific publications as building blocks. In network terms, a hypothesis is a directed tie between two concepts or nodes. The network emerges by aggregating the hypotheses from a set of articles in a specific domain. This study explains the method and ...
2 Methodology. This chapter aims at analysing the main trends and characteristics of the literature regarding networks and organizations in the last 20 years (2002-2021). Following Massaro, Dumay, and Guthrie ( 2016) we developed a structured literature review, starting with setting boundaries to our research.
A literature review is meant to analyze the scholarly literature, make connections across writings and identify strengths, weaknesses, trends, and missing conversations. A literature review should address different aspects of a topic as it relates to your research question. A literature review goes beyond a description or summary of the ...
In our research, we adopt an inductive systematic literature review and bibliometric network analysis of 230 papers published at the intersection of supply chain and innovation management to move the field forward and facilitate theory building (Seuring et al., 2020). Notably, this paper is one of the first studies focusing on SCI that performs ...
A literature review is presented on the modes of effective network leadership within and between organizations. In total, 163 published studies, both empirical and conceptual, were parsed with ...
Systematic literature review and network meta-analysis of therapies for psoriatic arthritis on patient-reported outcomes. ... Patients and/or the public were not involved in the design, or conduct, or reporting, or dissemination plans of this research. Provenance and peer review: Not commissioned; externally peer reviewed.
A literature review is an overview of the current research on a certain topic. As the number of scientific publications grows exponentially it becomes more and more challenging to perform this sort of analysis. However, literature review can be made much easier using network analysis.
Theoretically, this systematic literature review (SLR) synthesizes the network marketing literature from multifarious perspectives and proposes a conceptual framework. Further, it contributes to advancing the network marketing domain by proposing future research directions in terms of theoretical underpinnings, characteristics, contexts, and ...
The debate about Circular Economy (CE) has been increasingly enriched by academics through a vast array of contributions, based on several theoretical perspectives and emanating from several research domains. However, current research still falls short of providing a holistic and broader view of CE, one that combines existing themes and emerging research trends. Accordingly, based on a ...
Third, the authors found that the focal firms' NC consists of two key dimensions: network development capability (NDC) and network management capability (NMC). Fourth, they contribute to the literature by providing a set of suggestions for further research in the NC literature stream.,This study has some limitations, like other review studies.
We conducted a systematic review of empirical network effects research in 40 journals of public administration and policy from 1998 to 2019. We reviewed and coded 89 articles and described the main social theories used in the network effectiveness literature and the associated mechanisms that translate network structures to network effects.
Abstract: Over the past decade, epistemic network analysis (ENA) has emerged as a quantitative ethnography tool for modeling discourse in different types of human behaviors. This article offers a comprehensive systematic review of ENA educational applications in empirical studies ( $\text{n}=76$ ) published between 2010 and 2021.We review the ENA methods that research has relied on, the use of ...
By leveraging a systematic literature review (SLR) using a data-driven approach and quantitative methodology (including bibliographic coupling), this study provides an overview of the emerging ...
Systematic literature network analysis (SLNA) is a modified methodology developed by Colicchia and Strozzi [] in 2012 which consists of two parts: systematic literature review (SLR) and citation network analysis (CNA).SLR is used to select the most related articles for the analysis and CNA is used to analyze the development of the knowledge based on the bibliographic information, such as ...
Social network analysis (SNA), an approach which emerged from the relational perspective in social theory, has been increasingly used in health research. This paper outlines the protocol for a scoping review of literature that uses social network analytical tools to examine the effects of social connections on individual non-communicable ...
At the time of this review (literature search conducted December 14, 2022), guidelines by the National Comprehensive Cancer Network (NCCN) and the European Society for Medical Oncology (ESMO) recommend various options for the treatment of HR+/HER2- advanced BC in the second-line (2 L) setting, including fulvestrant monotherapy, mammalian target ...
Since an SLR is a widely used approach to review literature (Linnenluecke et al., 2020; Vrontis & Christofi, 2021), it appears to be the most suitable approach to achieving the objectives of the current review, i.e., to synthesize the network marketing literature intricately and propose future research avenues.
This literature review offers an in-depth analysis of the utilization and significance of learning media in mathematics education. Employing the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) research approach, the review encompasses distinct stages, including identification, screening, eligibility, and inclusion.
e24043 Background: This abstract presents a review of published research literature to determine research investigators' rate of adoption of the International Cognition and Cancer Task Force (ICCTF) recommended criteria for defining cancer-related cognitive impairment (CRCI). Published in 2011, the ICCTF recommendations were intended to identify psychometric standards that would facilitate ...
A Convolutional Neural Network (CNN) was then trained on this preprocessed data, and class imbalance was addressed using Synthetic Minority Over-sampling Technique (SMOTE). The model's performance was evaluated through metrics such as accuracy, precision, recall, F1-score, and ROC curve analysis. ... Initially, the Literature Review explores ...
Little research has explored the synergistic links between the home and school environments of adolescent self-harm, the purpose of this PRISMA review is to provide an overview of the mechanisms by which the home and school environments influence adolescent self-harm behaviors, as well as how the two interact to influence adolescent mental health.
To answer to the study's research questions, the Authors decided to rely on a systematic literature review (SLR) method (Tranfield et al., 2003; Snyder, 2019) that helps to reach a reliable evaluation of the existent scientific knowledge of a certain topic.As we are interested - on one hand - to provide an IMP-driven overview of business network research and - on the other hand - to ...
Skyrise greenery, including green roofs and vertical gardens, has emerged as an indispensable tool for sustainable urban planning with multiple ecological and economic benefits. A bibliometric analysis was used to provide a systematic review of the functions associated with skyrise greenery in urban landscapes. Key research tools, including the "Bibliometrix" R package and "CiteSpace ...