A practical guide to (successfully) collect and process images through online surveys
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- dc.contributor.author Iglesias, Patricia A.
- dc.contributor.author Ochoa, Carlos
- dc.contributor.author Revilla, Melanie
- dc.date.accessioned 2024-02-27T10:09:49Z
- dc.date.available 2024-02-27T10:09:49Z
- dc.date.issued 2024
- dc.date.updated 2024-02-27T10:09:49Z
- dc.description.abstract Asking online survey respondents to share images is a practice that has gained notoriety recently. Although this collecting strategy may offer many advantages, it requires researchers to know how to operationalize, collect, process, and analyze this type of data, which is not yet an extended expertise among survey practitioners. This paper aims to guide researchers inexperienced in image analysis by presenting the main steps involved in the process of using images as a new data source: 1) operationalization, 2) definition of the labels, 3) choice of the most suitable classification method(s), 4) collection, 5) enhancement, and 6) classification of the images, 7) verification of the classification outcomes, and 8) data analysis. Following this eight-step process can help practitioners assess whether image collection is appropriate for their research problem and, if so, plan their image-based research, by providing them with the key considerations and decisions to address throughout their implementation.
- dc.description.sponsorship This project has received funding from the European Research Council (ERC) under the European Union¿s Horizon 2020 research and innovation programme (Grant agreement No. 849165), and from the Agencia Nacional de Investigación y Desarrollo (Grant agreement No. 72220301).
- dc.format.mimetype application/pdf
- dc.identifier.citation Iglesias PA, Ochoa C, Revilla M. A practical guide to (successfully) collect and process images through online surveys. Soc Sci Humanit Open. 2024;9:100792. DOI: 10.1016/j.ssaho.2023.100792
- dc.identifier.doi http://dx.doi.org/10.1016/j.ssaho.2023.100792
- dc.identifier.issn 2590-2911
- dc.identifier.uri http://hdl.handle.net/10230/59270
- dc.language.iso eng
- dc.publisher Elsevier
- dc.relation.ispartof Social sciences & humanities open. 2024;9:100792
- dc.relation.projectID info:eu-repo/grantAgreement/EC/H2020/849165
- dc.rights © 2023 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
- dc.rights.accessRights info:eu-repo/semantics/openAccess
- dc.rights.uri http://creativecommons.org/licenses/by/4.0/
- dc.subject.keyword Images
- dc.subject.keyword Manual classification
- dc.subject.keyword Automatic classification
- dc.subject.keyword Visual data
- dc.title A practical guide to (successfully) collect and process images through online surveys
- dc.type info:eu-repo/semantics/article
- dc.type.version info:eu-repo/semantics/publishedVersion