Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Crowdsourcing Global Perspectives in Ecology Using Social Media

Journal Article · · Frontiers in Ecology and Evolution

Transparent, open, and reproducible research is still far from routine, and the full potential of open science has not yet been realized. Crowdsourcing–defined as the usage of a flexible open call to a heterogeneous group of individuals to recruit volunteers for a task –is an emerging scientific model that encourages larger and more outwardly transparent collaborations. While crowdsourcing, particularly through citizen- or community-based science, has been increasing over the last decade in ecological research, it remains infrequently used as a means of generating scientific knowledge in comparison to more traditional approaches. We explored a new implementation of crowdsourcing by using an open call on social media to assess its utility to address fundamental ecological questions. We specifically focused on pervasive challenges in predicting, mitigating, and understanding the consequences of disturbances. In this paper, we briefly review open science concepts and their benefits, and then focus on the new methods we used to generate a scientific publication. We share our approach, lessons learned, and potential pathways forward for expanding open science. Our model is based on the beliefs that social media can be a powerful tool for idea generation and that open collaborative writing processes can enhance scientific outcomes. We structured the project in five phases: (1) draft idea generation, (2) leadership team recruitment and project development, (3) open collaborator recruitment via social media, (4) iterative paper development, and (5) final editing, authorship assignment, and submission by the leadership team. We observed benefits including: facilitating connections between unusual networks of scientists, providing opportunities for early career and underrepresented groups of scientists, and rapid knowledge exchange that generated multidisciplinary ideas. We also identified areas for improvement, highlighting biases in the individuals that self-selected participation and acknowledging remaining barriers to contributing new or incompletely formed ideas into a public document. While shifting scientific paradigms to completely open science is a long-term process, our hope in publishing this work is to encourage others to build upon and improve our efforts in new and creative ways.

Sponsoring Organization:
USDOE
OSTI ID:
1829940
Alternate ID(s):
OSTI ID: 1837640
Journal Information:
Frontiers in Ecology and Evolution, Journal Name: Frontiers in Ecology and Evolution Vol. 9; ISSN 2296-701X
Publisher:
Frontiers Media SACopyright Statement
Country of Publication:
Switzerland
Language:
English

References (72)

Open science, reproducibility, and transparency in ecology journal November 2018
The role of replication studies in ecology journal May 2020
Underappreciated problems of low replication in ecological field studies journal September 2016
Assessing data quality in citizen science journal December 2016
Quantifying the contribution of citizen science to broad‐scale ecological databases journal November 2019
Crowdsourcing for climate and atmospheric sciences: current status and future potential: CROWDSOURCING FOR CLIMATE AND ATMOSPHERIC SCIENCES journal January 2015
Economical crowdsourcing for camera trap image classification journal April 2018
Open Science: One Term, Five Schools of Thought book January 2014
Opening science: towards an agenda of open science in academia and industry journal November 2014
The open access advantage considering citation, article usage and social media attention journal March 2015
PhragNet: crowdsourcing to investigate ecology and management of invasive Phragmites australis (common reed) in North America journal February 2017
Citizen science: a new approach to advance ecology, education, and conservation journal November 2015
The cathedral and the bazaar journal September 1999
The eBird enterprise: An integrated approach to development and application of citizen science journal January 2014
The future of Cochrane Neonatal journal November 2020
Evidence-Based Dentistry: Two Decades and Beyond journal March 2019
Replication studies in economics—How many and which papers are chosen for replication, and why? journal February 2019
Crowdsourcing Samples in Cognitive Science journal October 2017
The weirdest people in the world? journal June 2010
Treating stimuli as a random factor in social psychology: A new and comprehensive solution to a pervasive but largely ignored problem. journal January 2012
The trade-offs of teamwork among STEM doctoral graduates. journal May 2018
Social media sows consensus in disturbance ecology journal January 2020
Open science is a research accelerator journal September 2011
Open Science principles for accelerating trait-based science across the Tree of Life journal February 2020
Quantitative and empirical demonstration of the Matthew effect in a study of career longevity journal December 2010
Why are we not evaluating multiple competing hypotheses in ecology and evolution? journal January 2017
Crowdsourcing with Smartphones journal September 2012
Species density models from opportunistic citizen science data journal August 2021
A generalized approach for producing, quantifying, and validating citizen science data from wildlife images journal April 2016
The potential for citizen science to produce reliable and useful information in ecology journal November 2018
The Neighborhood Nestwatch Program: Participant Outcomes of a Citizen-Science Ecological Research Project journal June 2005
The Increasing Dominance of Teams in Production of Knowledge journal May 2007
Promoting Transparency in Social Science Research journal January 2014
Reproducibility journal January 2014
Why Do Team-Authored Papers Get Cited More? journal September 2007
Promoting an open research culture journal June 2015
Preprints for the life sciences journal May 2016
Citizen Science as an Ecological Research Tool: Challenges and Benefits journal December 2010
From Crowdsourcing to Extreme Citizen Science: Participatory Research for Environmental Health journal April 2018
The Citizen Science Landscape: From Volunteers to Citizen Sensors and Beyond journal January 2012
Stimulus Sampling and Social Psychological Experimentation journal September 1999
The Chrysalis Effect: How Ugly Initial Results Metamorphosize Into Beautiful Articles journal July 2016
False-Positive Psychology: Undisclosed Flexibility in Data Collection and Analysis Allows Presenting Anything as Significant journal October 2011
Scientific Utopia: II. Restructuring Incentives and Practices to Promote Truth Over Publishability journal November 2012
The Rules of the Game Called Psychological Science journal November 2012
Replications in Psychology Research: How Often Do They Really Occur? journal November 2012
The Value of Direct Replication journal January 2014
Scientific Utopia III: Crowdsourcing Science journal July 2019
Many Analysts, One Data Set: Making Transparent How Variations in Analytic Choices Affect Results journal July 2018
Incongruence between test statistics and P values in medical papers journal May 2004
Git can facilitate greater reproducibility and increased transparency in science journal February 2013
Reagent and laboratory contamination can critically impact sequence-based microbiome analyses journal November 2014
A Practical Guide for Improving Transparency and Reproducibility in Neuroimaging Research journal July 2016
Preprints: An underutilized mechanism to accelerate outbreak science journal April 2018
Peer Review Quality and Transparency of the Peer-Review Process in Open Access and Subscription Journals journal January 2016
The diversity and evolution of ecological and environmental citizen science journal April 2017
The Statistical Crisis in Science journal January 2014
Accelerate Synthesis in Ecology and Environmental Sciences journal September 2009
Crowdsourcing Meets Ecology: Hemisphere-Wide Spatiotemporal Species Distribution Models journal June 2014
The current state of citizen science as a tool for ecological research and public engagement journal August 2012
CoralWatch: education, monitoring, and sustainability through citizen science journal August 2012
The Tao of open science for ecology journal July 2015
Priorities in Scientific Discovery: A Chapter in the Sociology of Science journal December 1957
Citizen Scientists Help Detect and Classify Dynamically Triggered Seismic Activity in Alaska journal August 2020
Toward a Generalizable Framework of Disturbance Ecology Through Crowdsourced Science journal March 2021
The (mis)reporting of statistical results in psychology journals journal April 2011
Data Sharing in the Social Sciences, 2009 [United States] Public Use Data dataset January 2016
A crowdsourcing approach to collecting photo-based insect and plant observation records journal November 2017
Citizen Science Observations Reveal Long-Term Population Trends of Common and Pacific Loon in Urbanized Alaska journal March 2019
Using Citizen Science to Track Population Trends in the American Horseshoe Crab (Limulus polyphemus) in Florida journal February 2021
Attention! A study of open access vs non-open access articles text January 2014
How open science helps researchers succeed journal July 2016

Similar Records

Toward a Generalizable Framework of Disturbance Ecology Through Crowdsourced Science
Journal Article · Tue Mar 02 23:00:00 EST 2021 · Frontiers in Ecology and Evolution · OSTI ID:1772839

Related Subjects