Public participation in scientific research: a framework for deliberate design

JL Shirk, HL Ballard, CC Wilderman, T Phillips… - Ecology and society, 2012 - JSTOR
Members of the public participate in scientific research in many different contexts, stemming
from traditions as varied as participatory action research and citizen science. Particularly in …

Exposing the science in citizen science: Fitness to purpose and intentional design

JK Parrish, H Burgess, JF Weltzin… - Integrative and …, 2018 - academic.oup.com
Citizen science is a growing phenomenon. With millions of people involved and billions of in-
kind dollars contributed annually, this broad extent, fine grain approach to data collection …

Hoping for optimality or designing for inclusion: Persistence, learning, and the social network of citizen science

JK Parrish, T Jones, HK Burgess… - Proceedings of the …, 2019 - National Acad Sciences
The explosive growth in citizen science combined with a recalcitrance on the part of
mainstream science to fully embrace this data collection technique demands a rigorous …

Seven primary data types in citizen science determine data quality requirements and methods

RD Stevenson, T Suomela, H Kim, Y He - Frontiers in Climate, 2021 - frontiersin.org
Data quality (DQ) is a major concern in citizen science (CS) programs and is often raised as
an issue among critics of the CS approach. We examined CS programs and reviewed the …

Evolving interest and sense of self in an environmental citizen science program

Y He, JK Parrish, S Rowe, T Jones - Ecology and Society, 2019 - JSTOR
Citizen science is a growing phenomenon across many branches of environmental science
facilitating both increased science literacy and the collection of highly rigorous, longitudinal …

Overcoming biodiversity blindness: Secondary data in primary citizen science observations

N Pernat, S Canavan, M Golivets… - Ecological Solutions …, 2024 - Wiley Online Library
In the face of the global biodiversity crisis, collecting comprehensive data and making the
best use of existing data are becoming increasingly important to understand patterns and …

Shapeshifting attachment: Exploring multi‐dimensional people–place bonds in place‐based citizen science

BK Haywood, JK Parrish, Y He - People and Nature, 2021 - Wiley Online Library
Research on citizen science programmes has highlighted that they can foster science
content and knowledge gain, enhance pro‐environmental behaviour and cultivate civic …

Monitoring Alaskan Arctic Shelf ecosystems through collaborative observation networks

SL Danielson, JM Grebmeier, K Iken, C Berchok, L Britt… - Oceanography, 2022 - JSTOR
Ongoing scientific programs that monitor marine environmental and ecological systems and
changes comprise an informal but collaborative, informationrich, and spatially extensive …

[HTML][HTML] Shaping people-place bonds in citizen science: a framework for analysis

BK Haywood, JK Parrish, T Jones… - Ecology and …, 2024 - ecologyandsociety.org
ABSTRACT Hands-on, out-of-doors, environmental citizen and community science invites a
wide range of publics to participate in data collection in the spaces and places local to them; …

[PDF][PDF] Useful biodiversity data were obtained by novice observers using iNaturalist during college orientation retreats

R Stevenson, C Merrill, P Burn - Citizen Science: Theory and Practice, 2021 - par.nsf.gov
Citizen scientist platforms such as eBird and iNaturalist are dramatically increasing the
biodiversity data available for scientific research. Questions remain about the validity of data …