Literature DB >> 32900947

Improving data access democratizes and diversifies science.

Abhishek Nagaraj1, Esther Shears2, Mathijs de Vaan3.   

Abstract

The foundation of the scientific method rests on access to data, and yet such access is often restricted or costly. We investigate how improved data access shifts the quantity, quality, and diversity of scientific research. We examine the impact of reductions in cost and sharing restrictions for satellite imagery data from NASA's Landsat program (the longest record of remote-sensing observations of the Earth) on academic science using a sample of about 24,000 Landsat publications by over 34,000 authors matched to almost 3,000 unique study locations. Analyses show that improved access had a substantial and positive effect on the quantity and quality of Landsat-enabled science. Improved data access also democratizes science by disproportionately helping scientists from the developing world and lower-ranked institutions to publish using Landsat data. This democratization in turn increases the geographic and topical diversity of Landsat-enabled research. Scientists who start using Landsat data after access is improved tend to focus on previously understudied regions close to their home location and introduce novel research topics. These findings suggest that policies that improve access to valuable scientific data may promote scientific progress, reduce inequality among scientists, and increase the diversity of scientific research.

Keywords:  Landsat; data access; diversity; inequality; science of science

Year:  2020        PMID: 32900947      PMCID: PMC7519325          DOI: 10.1073/pnas.2001682117

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  22 in total

1.  Climate data challenges in the 21st century.

Authors:  Jonathan T Overpeck; Gerald A Meehl; Sandrine Bony; David R Easterling
Journal:  Science       Date:  2011-02-11       Impact factor: 47.728

2.  Ensuring the data-rich future of the social sciences.

Authors:  Gary King
Journal:  Science       Date:  2011-02-11       Impact factor: 47.728

3.  Unsupervised word embeddings capture latent knowledge from materials science literature.

Authors:  Vahe Tshitoyan; John Dagdelen; Leigh Weston; Alexander Dunn; Ziqin Rong; Olga Kononova; Kristin A Persson; Gerbrand Ceder; Anubhav Jain
Journal:  Nature       Date:  2019-07-03       Impact factor: 49.962

4.  Government data, commercial cloud: Will public access suffer?

Authors:  Mariel Borowitz
Journal:  Science       Date:  2019-02-08       Impact factor: 47.728

5.  Quantifying the evolution of individual scientific impact.

Authors:  Roberta Sinatra; Dashun Wang; Pierre Deville; Chaoming Song; Albert-László Barabási
Journal:  Science       Date:  2016-11-04       Impact factor: 47.728

6.  Toward a more scientific science.

Authors:  Pierre Azoulay; Joshua Graff-Zivin; Brian Uzzi; Dashun Wang; Heidi Williams; James A Evans; Ginger Zhe Jin; Susan Feng Lu; Benjamin F Jones; Katy Börner; Karim R Lakhani; Kevin J Boudreau; Eva C Guinan
Journal:  Science       Date:  2018-09-21       Impact factor: 47.728

7.  Stop the privatization of health data.

Authors:  John T Wilbanks; Eric J Topol
Journal:  Nature       Date:  2016-07-21       Impact factor: 49.962

Review 8.  Science of science.

Authors:  Santo Fortunato; Carl T Bergstrom; Katy Börner; James A Evans; Dirk Helbing; Staša Milojević; Alexander M Petersen; Filippo Radicchi; Roberta Sinatra; Brian Uzzi; Alessandro Vespignani; Ludo Waltman; Dashun Wang; Albert-László Barabási
Journal:  Science       Date:  2018-03-02       Impact factor: 47.728

9.  The Open Knowledge Foundation: open data means better science.

Authors:  Jennifer C Molloy
Journal:  PLoS Biol       Date:  2011-12-06       Impact factor: 8.029

10.  Sharing detailed research data is associated with increased citation rate.

Authors:  Heather A Piwowar; Roger S Day; Douglas B Fridsma
Journal:  PLoS One       Date:  2007-03-21       Impact factor: 3.240

View more
  2 in total

1.  Beyond ecosystem modeling: A roadmap to community cyberinfrastructure for ecological data-model integration.

Authors:  Istem Fer; Anthony K Gardella; Alexey N Shiklomanov; Eleanor E Campbell; Elizabeth M Cowdery; Martin G De Kauwe; Ankur Desai; Matthew J Duveneck; Joshua B Fisher; Katherine D Haynes; Forrest M Hoffman; Miriam R Johnston; Rob Kooper; David S LeBauer; Joshua Mantooth; William J Parton; Benjamin Poulter; Tristan Quaife; Ann Raiho; Kevin Schaefer; Shawn P Serbin; James Simkins; Kevin R Wilcox; Toni Viskari; Michael C Dietze
Journal:  Glob Chang Biol       Date:  2020-11-06       Impact factor: 10.863

2.  Outbound Data Legality Analysis in CPTPP Countries under the Environment of Cross-Border Data Flow Governance.

Authors:  Jing Li
Journal:  J Environ Public Health       Date:  2022-09-28
  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.