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A new experiment on the use of images to answer web survey questions
Images might provide richer and more objective information than text answers to open‐ended survey questions. Little is known, nonetheless, about the consequences for data quality of asking participants to answer open‐ended questions with images. Therefore, this paper addresses three research questio...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9543211/ https://www.ncbi.nlm.nih.gov/pubmed/36247522 http://dx.doi.org/10.1111/rssa.12856 |
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author | Bosch, Oriol J. Revilla, Melanie Qureshi, Danish Daniel Höhne, Jan Karem |
author_facet | Bosch, Oriol J. Revilla, Melanie Qureshi, Danish Daniel Höhne, Jan Karem |
author_sort | Bosch, Oriol J. |
collection | PubMed |
description | Images might provide richer and more objective information than text answers to open‐ended survey questions. Little is known, nonetheless, about the consequences for data quality of asking participants to answer open‐ended questions with images. Therefore, this paper addresses three research questions: (1) What is the effect of answering web survey questions with images instead of text on breakoff, noncompliance with the task, completion time and question evaluation? (2) What is the effect of including a motivational message on these four aspects? (3) Does the impact of asking to answer with images instead of text vary across device types? To answer these questions, we implemented a 2 × 3 between‐subject web survey experiment (N = 3043) in Germany. Half of the sample was required to answer using PCs and the other half with smartphones. Within each device group, respondents were randomly assigned to (1) a control group answering open‐ended questions with text; (2) a treatment group answering open‐ended questions with images; and (3) another treatment group answering open‐ended questions with images but prompted with a motivational message. Results show that asking participants to answer with images significantly increases participants' likelihood of noncompliance as well as their completion times, while worsening their overall survey experience. Including motivational messages, moreover, moderately reduces the likelihood of noncompliance. Finally, the likelihood of noncompliance is similar across devices. |
format | Online Article Text |
id | pubmed-9543211 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95432112022-10-14 A new experiment on the use of images to answer web survey questions Bosch, Oriol J. Revilla, Melanie Qureshi, Danish Daniel Höhne, Jan Karem J R Stat Soc Ser A Stat Soc Original Articles Images might provide richer and more objective information than text answers to open‐ended survey questions. Little is known, nonetheless, about the consequences for data quality of asking participants to answer open‐ended questions with images. Therefore, this paper addresses three research questions: (1) What is the effect of answering web survey questions with images instead of text on breakoff, noncompliance with the task, completion time and question evaluation? (2) What is the effect of including a motivational message on these four aspects? (3) Does the impact of asking to answer with images instead of text vary across device types? To answer these questions, we implemented a 2 × 3 between‐subject web survey experiment (N = 3043) in Germany. Half of the sample was required to answer using PCs and the other half with smartphones. Within each device group, respondents were randomly assigned to (1) a control group answering open‐ended questions with text; (2) a treatment group answering open‐ended questions with images; and (3) another treatment group answering open‐ended questions with images but prompted with a motivational message. Results show that asking participants to answer with images significantly increases participants' likelihood of noncompliance as well as their completion times, while worsening their overall survey experience. Including motivational messages, moreover, moderately reduces the likelihood of noncompliance. Finally, the likelihood of noncompliance is similar across devices. John Wiley and Sons Inc. 2022-05-20 2022-07 /pmc/articles/PMC9543211/ /pubmed/36247522 http://dx.doi.org/10.1111/rssa.12856 Text en © 2022 The Authors. Journal of the Royal Statistical Society: Series A (Statistics in Society) published by John Wiley & Sons Ltd on behalf of Royal Statistical Society. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Bosch, Oriol J. Revilla, Melanie Qureshi, Danish Daniel Höhne, Jan Karem A new experiment on the use of images to answer web survey questions |
title | A new experiment on the use of images to answer web survey
questions |
title_full | A new experiment on the use of images to answer web survey
questions |
title_fullStr | A new experiment on the use of images to answer web survey
questions |
title_full_unstemmed | A new experiment on the use of images to answer web survey
questions |
title_short | A new experiment on the use of images to answer web survey
questions |
title_sort | new experiment on the use of images to answer web survey
questions |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9543211/ https://www.ncbi.nlm.nih.gov/pubmed/36247522 http://dx.doi.org/10.1111/rssa.12856 |
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