Literature DB >> 30580972

Research Weaving: Visualizing the Future of Research Synthesis.

Shinichi Nakagawa1, Gihan Samarasinghe2, Neal R Haddaway3, Martin J Westgate4, Rose E O'Dea5, Daniel W A Noble6, Malgorzata Lagisz7.   

Abstract

We propose a new framework for research synthesis of both evidence and influence, named research weaving. It summarizes and visualizes information content, history, and networks among a collection of documents on any given topic. Research weaving achieves this feat by combining the power of two methods: systematic mapping and bibliometrics. Systematic mapping provides a snapshot of the current state of knowledge, identifying areas needing more research attention and those ready for full synthesis. Bibliometrics enables researchers to see how pieces of evidence are connected, revealing the structure and development of a field. We explain how researchers can use some or all of these tools to gain a deeper, more nuanced understanding of the scientific literature.
Copyright © 2018 Elsevier Ltd. All rights reserved.

Keywords:  big data; data visualization; evidence synthesis; meta-analysis; meta-research; systematic review

Mesh:

Year:  2018        PMID: 30580972     DOI: 10.1016/j.tree.2018.11.007

Source DB:  PubMed          Journal:  Trends Ecol Evol        ISSN: 0169-5347            Impact factor:   17.712


  13 in total

Review 1.  Past and future uses of text mining in ecology and evolution.

Authors:  Maxwell J Farrell; Liam Brierley; Anna Willoughby; Andrew Yates; Nicole Mideo
Journal:  Proc Biol Sci       Date:  2022-05-18       Impact factor: 5.530

2.  Research Hotspots and Trends of Peripheral Nerve Injuries Based on Web of Science From 2017 to 2021: A Bibliometric Analysis.

Authors:  Shiwen Zhang; Meiling Huang; Jincao Zhi; Shanhong Wu; Yan Wang; Fei Pei
Journal:  Front Neurol       Date:  2022-05-20       Impact factor: 4.086

3.  The 100 most influential articles in myopia: a bibliometric analysis.

Authors:  Xue-Jiao Wang; Di Chen; Yang Jiang; Yu-Yu Chou; Yan Luo; Ying Li; Jin Ma; Yong Zhong
Journal:  Int J Ophthalmol       Date:  2022-01-18       Impact factor: 1.779

Review 4.  Joining forces toward proactive elephant and rhinoceros conservation.

Authors:  Susanne Marieke Vogel; Maya Pasgaard; Jens-Christian Svenning
Journal:  Conserv Biol       Date:  2021-06-16       Impact factor: 7.563

5.  Veterinarian barriers to knowledge translation (KT) within the context of swine infectious disease research: an international survey of swine veterinarians.

Authors:  Sheila Keay; Jan M Sargeant; Annette O'Connor; Robert Friendship; Terri O'Sullivan; Zvonimir Poljak
Journal:  BMC Vet Res       Date:  2020-11-02       Impact factor: 2.741

6.  The Hierarchy-of-Hypotheses Approach: A Synthesis Method for Enhancing Theory Development in Ecology and Evolution.

Authors:  Tina Heger; Carlos A Aguilar-Trigueros; Isabelle Bartram; Raul Rennó Braga; Gregory P Dietl; Martin Enders; David J Gibson; Lorena Gómez-Aparicio; Pierre Gras; Kurt Jax; Sophie Lokatis; Christopher J Lortie; Anne-Christine Mupepele; Stefan Schindler; Jostein Starrfelt; Alexis D Synodinos; Jonathan M Jeschke
Journal:  Bioscience       Date:  2020-12-02       Impact factor: 8.589

7.  Mapping global research on climate and health using machine learning (a systematic evidence map).

Authors:  Lea Berrang-Ford; Anne J Sietsma; Max Callaghan; Ja C Minx; Pauline Scheelbeek; Neal R Haddaway; Andy Haines; Kristine Belesova; Alan D Dangour
Journal:  Wellcome Open Res       Date:  2021-01-20

8.  Sexual dimorphism in trait variability and its eco-evolutionary and statistical implications.

Authors:  Daniel Wa Noble; Shinichi Nakagawa; Susanne Rk Zajitschek; Felix Zajitschek; Russell Bonduriansky; Robert C Brooks; Will Cornwell; Daniel S Falster; Malgorzata Lagisz; Jeremy Mason; Alistair M Senior
Journal:  Elife       Date:  2020-11-17       Impact factor: 8.140

9.  Mapping the past, present and future research landscape of paternal effects.

Authors:  Joanna Rutkowska; Malgorzata Lagisz; Russell Bonduriansky; Shinichi Nakagawa
Journal:  BMC Biol       Date:  2020-11-27       Impact factor: 7.431

10.  Preferred reporting items for systematic reviews and meta-analyses in ecology and evolutionary biology: a PRISMA extension.

Authors:  Rose E O'Dea; Malgorzata Lagisz; Michael D Jennions; Julia Koricheva; Daniel W A Noble; Timothy H Parker; Jessica Gurevitch; Matthew J Page; Gavin Stewart; David Moher; Shinichi Nakagawa
Journal:  Biol Rev Camb Philos Soc       Date:  2021-05-07
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