The value of social interactions and incentives on the use of a digital contact tracing tool post COVID-19 lockdown in Singapore
We assessed the preferences and trade-offs for social interactions, incentives, and being traced by a digital contact tracing (DCT) tool post lockdown in Singapore by a discrete choice experiment (DCE) among 3839 visitors of a large public hospital in Singapore between July 2020 - February 2021. Res...
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sg-ntu-dr.10356-1712102023-10-22T15:37:38Z The value of social interactions and incentives on the use of a digital contact tracing tool post COVID-19 lockdown in Singapore Huang, Zhilian Guo, Huiling Lim, Hannah Yeefen Ho, Kia Nam Tay, Evonne Chow, Angela Lee Kong Chian School of Medicine (LKCMedicine) Nanyang Business School Tan Tock Seng Hospital Social sciences::Communication Communicable Disease Control COVID-19 We assessed the preferences and trade-offs for social interactions, incentives, and being traced by a digital contact tracing (DCT) tool post lockdown in Singapore by a discrete choice experiment (DCE) among 3839 visitors of a large public hospital in Singapore between July 2020 - February 2021. Respondents were sampled proportionately by gender and four age categories (21 - 80 years). The DCE questionnaire had three attributes (1. Social interactions, 2. Being traced by a DCT tool, 3. Incentives to use a DCT tool) and two levels each. Panel fixed conditional logit model was used to analyse the data. Respondents were more willing to trade being traced by a DCT tool for social interactions than incentives and unwilling to trade social interactions for incentives. The proportion of respondents preferring no incentives and could only be influenced by their family members increases with age. Among proponents of monetary incentives, the preferred median value for a month's usage of DCT tools amounted to S$10 (USD7.25) and S$50 (USD36.20) for subsidies and lucky draw. In conclusion, DCE can be used to elicit profile-specific preferences to optimize the uptake of DCT tools during a pandemic. Social interactions are highly valued by the population, who are willing to trade them for being traced by a DCT tool during the COVID-19 pandemic. Although a small amount of incentive is sufficient to increase the satisfaction of using a DCT tool, incentives alone may not increase DCT tool uptake. Nanyang Technological University Published version This project is supported by the NISTH Seed Grant from the NTU Institute of Science and Technology for Humanity, Nanyang Technological University. 2023-10-20T01:46:24Z 2023-10-20T01:46:24Z 2022 Journal Article Huang, Z., Guo, H., Lim, H. Y., Ho, K. N., Tay, E. & Chow, A. (2022). The value of social interactions and incentives on the use of a digital contact tracing tool post COVID-19 lockdown in Singapore. Scientific Reports, 12(1), 12416-. https://dx.doi.org/10.1038/s41598-022-16820-0 2045-2322 https://hdl.handle.net/10356/171210 10.1038/s41598-022-16820-0 35859056 2-s2.0-85134538603 1 12 12416 en Scientific Reports © 2022 The Author(s). This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ application/pdf |
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Social sciences::Communication Communicable Disease Control COVID-19 Huang, Zhilian Guo, Huiling Lim, Hannah Yeefen Ho, Kia Nam Tay, Evonne Chow, Angela The value of social interactions and incentives on the use of a digital contact tracing tool post COVID-19 lockdown in Singapore |
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We assessed the preferences and trade-offs for social interactions, incentives, and being traced by a digital contact tracing (DCT) tool post lockdown in Singapore by a discrete choice experiment (DCE) among 3839 visitors of a large public hospital in Singapore between July 2020 - February 2021. Respondents were sampled proportionately by gender and four age categories (21 - 80 years). The DCE questionnaire had three attributes (1. Social interactions, 2. Being traced by a DCT tool, 3. Incentives to use a DCT tool) and two levels each. Panel fixed conditional logit model was used to analyse the data. Respondents were more willing to trade being traced by a DCT tool for social interactions than incentives and unwilling to trade social interactions for incentives. The proportion of respondents preferring no incentives and could only be influenced by their family members increases with age. Among proponents of monetary incentives, the preferred median value for a month's usage of DCT tools amounted to S$10 (USD7.25) and S$50 (USD36.20) for subsidies and lucky draw. In conclusion, DCE can be used to elicit profile-specific preferences to optimize the uptake of DCT tools during a pandemic. Social interactions are highly valued by the population, who are willing to trade them for being traced by a DCT tool during the COVID-19 pandemic. Although a small amount of incentive is sufficient to increase the satisfaction of using a DCT tool, incentives alone may not increase DCT tool uptake. |
author2 |
Lee Kong Chian School of Medicine (LKCMedicine) |
author_facet |
Lee Kong Chian School of Medicine (LKCMedicine) Huang, Zhilian Guo, Huiling Lim, Hannah Yeefen Ho, Kia Nam Tay, Evonne Chow, Angela |
format |
Article |
author |
Huang, Zhilian Guo, Huiling Lim, Hannah Yeefen Ho, Kia Nam Tay, Evonne Chow, Angela |
author_sort |
Huang, Zhilian |
title |
The value of social interactions and incentives on the use of a digital contact tracing tool post COVID-19 lockdown in Singapore |
title_short |
The value of social interactions and incentives on the use of a digital contact tracing tool post COVID-19 lockdown in Singapore |
title_full |
The value of social interactions and incentives on the use of a digital contact tracing tool post COVID-19 lockdown in Singapore |
title_fullStr |
The value of social interactions and incentives on the use of a digital contact tracing tool post COVID-19 lockdown in Singapore |
title_full_unstemmed |
The value of social interactions and incentives on the use of a digital contact tracing tool post COVID-19 lockdown in Singapore |
title_sort |
value of social interactions and incentives on the use of a digital contact tracing tool post covid-19 lockdown in singapore |
publishDate |
2023 |
url |
https://hdl.handle.net/10356/171210 |
_version_ |
1781793735515832320 |