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      What are the prospects for citizen science in agriculture? Evidence from three continents on motivation and mobile telephone use of resource-poor farmers

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          Abstract

          As the sustainability of agricultural citizen science projects depends on volunteer farmers who contribute their time, energy and skills, understanding their motivation is important to attract and retain participants in citizen science projects. The objectives of this study were to assess 1) farmers’ motivations to participate as citizen scientists and 2) farmers’ mobile telephone usage. Building on motivational factors identified from previous citizen science studies, a questionnaire based methodology was developed which allowed the analysis of motivational factors and their relation to farmers’ characteristics. The questionnaire was applied in three communities of farmers, in countries from different continents, participating as citizen scientists. We used statistical tests to compare motivational factors within and among the three countries. In addition, the relations between motivational factors and farmers characteristics were assessed. Lastly, Principal Component Analysis (PCA) was used to group farmers based on their motivations. Although there was an overlap between the types of motivations, for Indian farmers a collectivistic type of motivation (i.e., contribute to scientific research) was more important than egoistic and altruistic motivations. For Ethiopian and Honduran farmers an egoistic intrinsic type of motivation (i.e., interest in sharing information) was most important. While fun has appeared to be an important egoistic intrinsic factor to participate in other citizen science projects, the smallholder farmers involved in this research valued ‘passing free time’ the lowest. Two major groups of farmers were distinguished: one motivated by sharing information (egoistic intrinsic), helping (altruism) and contribute to scientific research (collectivistic) and one motivated by egoistic extrinsic factors (expectation, expert interaction and community interaction). Country and education level were the two most important farmers’ characteristics that explain around 20% of the variation in farmers motivations. For educated farmers, contributing to scientific research was a more important motivation to participate as citizen scientists compared to less educated farmers. We conclude that motivations to participate in citizen science are different for smallholders in agriculture compared to other sectors. Citizen science does have high potential, but easy to use mechanisms are needed. Moreover, gamification may increase the egoistic intrinsic motivation of farmers.

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          Most cited references41

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          A review of citizen science and community-based environmental monitoring: issues and opportunities.

          Worldwide, decision-makers and nongovernment organizations are increasing their use of citizen volunteers to enhance their ability to monitor and manage natural resources, track species at risk, and conserve protected areas. We reviewed the last 10 years of relevant citizen science literature for areas of consensus, divergence, and knowledge gaps. Different community-based monitoring (CBM) activities and governance structures were examined and contrasted. Literature was examined for evidence of common benefits, challenges, and recommendations for successful citizen science. Two major gaps were identified: (1) a need to compare and contrast the success (and the situations that induce success) of CBM programs which present sound evidence of citizen scientists influencing positive environmental changes in the local ecosystems they monitor and (2) more case studies showing use of CBM data by decision-makers or the barriers to linkages and how these might be overcome. If new research focuses on these gaps, and on the differences of opinions that exist, we will have a much better understanding of the social, economic, and ecological benefits of citizen science.
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            Citizen science: People power.

            Eric Hand (2010)
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              eBird: Engaging Birders in Science and Conservation

              How do you successfully engage an audience in a citizen-science project? The processes developed by eBird (www.ebird.org), a fast-growing web-based tool that now gathers millions of bird observations per month, offers a model.
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                Author and article information

                Contributors
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                4 May 2017
                2017
                : 12
                : 5
                : e0175700
                Affiliations
                [1 ]Laboratory of Geo-Information Science and Remote Sensing, Wageningen University, Droevendaalsesteeg 3, PB Wageningen, The Netherlands
                [2 ]Plant Production Systems, Wageningen University, AK Wageningen, The Netherlands
                [3 ]Humboldt-Universität, Berlin, Germany
                [4 ]Bioversity International, Turrialba, Costa Rica
                [5 ]Bioversity International, Addis Ababa, Ethiopia
                [6 ]Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, 1630 Linden Drive, Madison, WI, United States
                [7 ]Bioversity International, NASC Complex, Pusa Campus, New Delhi, India
                Cornell University College of Agriculture and Life Sciences, UNITED STATES
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                • Conceptualization: EB JvE PR LK.

                • Data curation: EB.

                • Formal analysis: EB.

                • Funding acquisition: JvE CF SM PM.

                • Investigation: EB JS SM.

                • Methodology: EB JvE LK.

                • Project administration: JvE CF SM PM.

                • Resources: JvE CF SM PM.

                • Supervision: JvE LK.

                • Visualization: EB.

                • Writing – original draft: EB JS JvE.

                • Writing – review & editing: EB JS JvE PR LK.

                Author information
                http://orcid.org/0000-0002-4306-7956
                Article
                PONE-D-16-28687
                10.1371/journal.pone.0175700
                5418078
                28472823
                7a7828ac-625e-4579-a7fd-cd1290e96b4f
                © 2017 Beza et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 25 August 2016
                : 30 March 2017
                Page count
                Figures: 7, Tables: 6, Pages: 26
                Funding
                This research was carried out in a PhD project and it is part of the Wageningen UR strategic program ‘Mapping for sustainable intensification’, 2012–2016, funded by the Strategic Funds of Wageningen UR. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                People and Places
                Population Groupings
                Professions
                Agricultural Workers
                Science Policy
                Science and Technology Workforce
                Citizen Science
                Engineering and Technology
                Equipment
                Communication Equipment
                Cell Phones
                People and Places
                Population Groupings
                Professions
                Scientists
                Social Sciences
                Sociology
                Education
                Educational Attainment
                Biology and Life Sciences
                Agriculture
                Agronomy
                Biology and Life Sciences
                Behavior
                Motivation
                Biology and Life Sciences
                Neuroscience
                Cognitive Science
                Cognitive Psychology
                Motivation
                Biology and Life Sciences
                Psychology
                Cognitive Psychology
                Motivation
                Social Sciences
                Psychology
                Cognitive Psychology
                Motivation
                People and Places
                Geographical Locations
                Asia
                India
                Custom metadata
                Data are available from the Dryad Digital Repository: http://dx.doi.org/10.5061/dryad.v51bv.

                Uncategorized
                Uncategorized

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