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Understanding Willingness to Share Smartphone-Sensor Data
The growing smartphone penetration and the integration of smartphones into people’s everyday practices offer researchers opportunities to augment survey measurement with smartphone-sensor measurement or to replace self-reports. Potential benefits include lower measurement error, a widening of resear...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8130979/ https://www.ncbi.nlm.nih.gov/pubmed/34025296 http://dx.doi.org/10.1093/poq/nfaa044 |
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author | Struminskaya, Bella Toepoel, Vera Lugtig, Peter Haan, Marieke Luiten, Annemieke Schouten, Barry |
author_facet | Struminskaya, Bella Toepoel, Vera Lugtig, Peter Haan, Marieke Luiten, Annemieke Schouten, Barry |
author_sort | Struminskaya, Bella |
collection | PubMed |
description | The growing smartphone penetration and the integration of smartphones into people’s everyday practices offer researchers opportunities to augment survey measurement with smartphone-sensor measurement or to replace self-reports. Potential benefits include lower measurement error, a widening of research questions, collection of in situ data, and a lowered respondent burden. However, privacy considerations and other concerns may lead to nonparticipation. To date, little is known about the mechanisms of willingness to share sensor data by the general population, and no evidence is available concerning the stability of willingness. The present study focuses on survey respondents’ willingness to share data collected using smartphone sensors (GPS, camera, and wearables) in a probability-based online panel of the general population of the Netherlands. A randomized experiment varied study sponsor, framing of the request, the emphasis on control over the data collection process, and assurance of privacy and confidentiality. Respondents were asked repeatedly about their willingness to share the data collected using smartphone sensors, with varying periods before the second request. Willingness to participate in sensor-based data collection varied by the type of sensor, study sponsor, order of the request, respondent’s familiarity with the device, previous experience with participating in research involving smartphone sensors, and privacy concerns. Willingness increased when respondents were asked repeatedly and varied by sensor and task. The timing of the repeated request, one month or six months after the initial request, did not have a significant effect on willingness. |
format | Online Article Text |
id | pubmed-8130979 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-81309792021-05-21 Understanding Willingness to Share Smartphone-Sensor Data Struminskaya, Bella Toepoel, Vera Lugtig, Peter Haan, Marieke Luiten, Annemieke Schouten, Barry Public Opin Q Articles The growing smartphone penetration and the integration of smartphones into people’s everyday practices offer researchers opportunities to augment survey measurement with smartphone-sensor measurement or to replace self-reports. Potential benefits include lower measurement error, a widening of research questions, collection of in situ data, and a lowered respondent burden. However, privacy considerations and other concerns may lead to nonparticipation. To date, little is known about the mechanisms of willingness to share sensor data by the general population, and no evidence is available concerning the stability of willingness. The present study focuses on survey respondents’ willingness to share data collected using smartphone sensors (GPS, camera, and wearables) in a probability-based online panel of the general population of the Netherlands. A randomized experiment varied study sponsor, framing of the request, the emphasis on control over the data collection process, and assurance of privacy and confidentiality. Respondents were asked repeatedly about their willingness to share the data collected using smartphone sensors, with varying periods before the second request. Willingness to participate in sensor-based data collection varied by the type of sensor, study sponsor, order of the request, respondent’s familiarity with the device, previous experience with participating in research involving smartphone sensors, and privacy concerns. Willingness increased when respondents were asked repeatedly and varied by sensor and task. The timing of the repeated request, one month or six months after the initial request, did not have a significant effect on willingness. Oxford University Press 2021-02-13 /pmc/articles/PMC8130979/ /pubmed/34025296 http://dx.doi.org/10.1093/poq/nfaa044 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of American Association for Public Opinion Research. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Articles Struminskaya, Bella Toepoel, Vera Lugtig, Peter Haan, Marieke Luiten, Annemieke Schouten, Barry Understanding Willingness to Share Smartphone-Sensor Data |
title | Understanding Willingness to Share Smartphone-Sensor Data |
title_full | Understanding Willingness to Share Smartphone-Sensor Data |
title_fullStr | Understanding Willingness to Share Smartphone-Sensor Data |
title_full_unstemmed | Understanding Willingness to Share Smartphone-Sensor Data |
title_short | Understanding Willingness to Share Smartphone-Sensor Data |
title_sort | understanding willingness to share smartphone-sensor data |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8130979/ https://www.ncbi.nlm.nih.gov/pubmed/34025296 http://dx.doi.org/10.1093/poq/nfaa044 |
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