scholarly journals Financial Incentives for Downloading COVID–19 Digital Contact Tracing Apps

Author(s):  
Jemima A. Frimpong ◽  
Stephane Helleringer

Contact tracing is a key approach for controlling the COVID–19 pandemic. Traditional tracing methods might however miss a number of contacts between infected and susceptible persons. Digital contact tracing apps have been developed to assist health departments in notifying individuals of recent exposures to SARS-CoV-2. These apps are used in several countries throughout the world, and some US states have either launched or are planning to launch such apps. The potential effects of digital contact tracing apps depend however on their widespread adoption. Most investigations of the determinants of adoption among potential users have focused on issues related to privacy features (e.g., who can access data, whether location is recorded) and the accuracy of the app in notifying users of exposures to SARS-CoV-2 (e.g., false notifications). In this paper, we investigate whether financial incentives might help further accelerate the adoption of digital contact tracing apps. We conducted a discrete choice experiment with an online sample of 394 US residents aged 18–69 years old. We asked participants to make a series of choices between two hypothetical versions of a digital contact tracing app characterized by several randomly selected attributes, including varying levels of financial cost or incentives to download. In this experiment, financial incentives were more than twice as important in the decision-making process about DCT app downloads than privacy and accuracy. In order to accelerate adoption, US States planning to launch digital contact tracing apps should consider offering financial incentives for download to potential users.

PLoS ONE ◽  
2021 ◽  
Vol 16 (11) ◽  
pp. e0258945
Author(s):  
Jemima A. Frimpong ◽  
Stéphane Helleringer

Exposure notification apps have been developed to assist in notifying individuals of recent exposures to SARS-CoV-2. However, in several countries, such apps have had limited uptake. We assessed whether strategies to increase downloads of exposure notification apps should emphasize improving the accuracy of the apps in recording contacts and exposures, strengthening privacy protections and/or offering financial incentives to potential users. In a discrete choice experiment with potential app users in the US, financial incentives were more than twice as important in decision-making about app downloads, than privacy protections, and app accuracy. The probability that a potential user would download an exposure notification app increased by 40% when offered a $100 reward to download (relative to a reference scenario in which the app is free). Financial incentives might help exposure notification apps reach uptake levels that improve the effectiveness of contact tracing programs and ultimately enhance efforts to control SARS-CoV-2. Rapid, pragmatic trials of financial incentives for app downloads in real-life settings are warranted.


2021 ◽  
Author(s):  
Zhilian Huang ◽  
Huiling Guo ◽  
Hannah YeeFen Lim ◽  
Kia Nam Ho ◽  
Evonne Tay ◽  
...  

Abstract BackgroundWe assessed the preferences and trade-offs for social interactions, incentives, and being traced by a digital contact tracing (DCT) tool post lockdown in Singapore.MethodsWe conducted a discrete choice experiment (DCE) among 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. The final dataset comprised 3839 respondents after dropping 53 with “irrational” responses. Panel fixed conditional logit model was used to analyze the data.ResultsRespondents 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.ConclusionsDCE 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.


PLoS ONE ◽  
2016 ◽  
Vol 11 (6) ◽  
pp. e0157403 ◽  
Author(s):  
Emma L. Giles ◽  
Frauke Becker ◽  
Laura Ternent ◽  
Falko F. Sniehotta ◽  
Elaine McColl ◽  
...  

2015 ◽  
Vol 19 (94) ◽  
pp. 1-176 ◽  
Author(s):  
Jean Adams ◽  
Belinda Bateman ◽  
Frauke Becker ◽  
Tricia Cresswell ◽  
Darren Flynn ◽  
...  

BackgroundUptake of preschool vaccinations is less than optimal. Financial incentives and quasi-mandatory policies (restricting access to child care or educational settings to fully vaccinated children) have been used to increase uptake internationally, but not in the UK.ObjectiveTo provide evidence on the effectiveness, acceptability and economic costs and consequences of parental financial incentives and quasi-mandatory schemes for increasing the uptake of preschool vaccinations.DesignSystematic review, qualitative study and discrete choice experiment (DCE) with questionnaire.SettingCommunity, health and education settings in England.ParticipantsQualitative study – parents and carers of preschool children, health and educational professionals. DCE – parents and carers of preschool children identified as ‘at high risk’ and ‘not at high risk’ of incompletely vaccinating their children.Data sourcesQualitative study – focus groups and individual interviews. DCE – online questionnaire.Review methodsThe review included studies exploring the effectiveness, acceptability or economic costs and consequences of interventions that offered contingent rewards or penalties with real material value for preschool vaccinations, or quasi-mandatory schemes that restricted access to ‘universal’ services, compared with usual care or no intervention. Electronic database, reference and citation searches were conducted.ResultsSystematic review – there was insufficient evidence to conclude that the interventions considered are effective. There was some evidence that the quasi-mandatory interventions were acceptable. There was insufficient evidence to draw conclusions on economic costs and consequences. Qualitative study – there was little appetite for parental financial incentives. Quasi-mandatory schemes were more acceptable. Optimising current services was consistently preferred to the interventions proposed. DCE and questionnaire – universal parental financial incentives were preferred to quasi-mandatory interventions, which were preferred to targeted incentives. Those reporting that they would need an incentive to vaccinate their children completely required around £110. Those who did not felt that the maximum acceptable incentive was around £70.LimitationsSystematic review – a number of relevant studies were excluded as they did not meet the study design inclusion criteria. Qualitative study – few partially and non-vaccinating parents were recruited. DCE and questionnaire – data were from a convenience sample.ConclusionsThere is little current evidence on the effectiveness or economic costs and consequences of parental financial incentives and quasi-mandatory interventions for preschool vaccinations. Universal incentives are likely to be more acceptable than targeted ones. Preferences concerning incentives versus quasi-mandatory interventions may depend on the context in which these are elicited.Future workFurther evidence is required on (i) the effectiveness and optimal configuration of parental financial incentive and quasi-mandatory interventions for preschool vaccinations – if effectiveness is confirmed, further evidence is required on how to communicate this to stakeholders and the impact on acceptability; and (ii) the acceptability of parental financial incentive and quasi-mandatory interventions for preschool vaccinations to members of the population who are not parents of preschool children or relevant health professionals. Further consideration should be given to (i) incorporating reasons for non-vaccination into new interventions for promoting vaccination uptake; and (ii) how existing services can be optimised.Study registrationThis study is registered as PROSPERO CRD42012003192.FundingThe National Institute for Health Research Health Technology Assessment programme.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Dana Alkhoury ◽  
Jared Atchison ◽  
Antonio J. Trujillo ◽  
Kimberly Oslin ◽  
Katherine P. Frey ◽  
...  

Abstract Background Smoking increases the risk of complications and related costs after an orthopaedic fracture. Research in other populations suggests that a one-time payment may incentivize smoking cessation. However, little is known on fracture patients’ willingness to accept financial incentives to stop smoking; and the level of incentive required to motivate smoking cessation in this population. This study aimed to estimate the financial threshold required to motivate fracture patients to stop smoking after injury. Methods This cross-sectional study utilized a discrete choice experiment (DCE) to elicit patient preferences towards financial incentives and reduced complications associated with smoking cessation. We presented participants with 12 hypothetical options with several attributes with varying levels. The respondents’ data was used to determine the utility of each attribute level and the relative importance associated with each attribute. Results Of the 130 enrolled patients, 79% reported an interest in quitting smoking. We estimated the financial incentive to be of greater relative importance (ri) (45%) than any of the included clinical benefits of smoking cessations (deep infection (ri: 24%), bone healing complications (ri: 19%), and superficial infections (ri: 12%)). A one-time payment of $800 provided the greatest utility to the respondents (0.64, 95% CI: 0.36 to 0.93), surpassing the utility associated with a single $1000 financial incentive (0.36, 95% CI: 0.18 to 0.55). Conclusions Financial incentives may be an effective tool to promote smoking cessation in the orthopaedic trauma population. The findings of this study define optimal payment thresholds for smoking cessation programs.


BMJ Open ◽  
2017 ◽  
Vol 7 (10) ◽  
pp. e016229 ◽  
Author(s):  
Joachim Marti ◽  
Marcus Bachhuber ◽  
Jordyn Feingold ◽  
David Meads ◽  
Michael Richards ◽  
...  

ObjectivesInvestigate the acceptability of financial incentives for initiating a medically supervised benzodiazepine discontinuation programme among people with long-term benzodiazepine use and to identify programme features that influence willingness to participate.MethodsWe conducted a discrete choice experiment in which we presented a variety of incentive-based programs to a sample of older adults with long-term benzodiazepine use identified using the outpatient electronic health record of a university-owned health system. We studied four programme variables: incentive amount for initiating the programme, incentive amount for successful benzodiazepine discontinuation, lottery versus certain payment and whether partial payment was given for dose reduction. Respondents reported their willingness to participate in the programmes and additional information was collected on demographics, history of use and anxiety symptoms.ResultsThe overall response rate was 28.4%. Among the 126 respondents, all four programme variables influenced stated preferences. Respondents strongly preferred guaranteed cash-based incentives as opposed to a lottery, and the dollar amount of both the starting and conditional incentives had a substantial impact on choice. Willingness to participate increased with the amount of conditional incentive. Programme participation also varied by gender, duration of use and income.ConclusionsParticipation in an incentive-based benzodiazepine discontinuation programme might be relatively low, but is modifiable by programme variables including incentive amounts. These results will be helpful to inform the design of future trials of benzodiazepine discontinuation programmes. Further research is needed to assess the financial viability and potential cost-effectiveness of such economic incentives.


Diabetes ◽  
2021 ◽  
Vol 70 (Supplement 1) ◽  
pp. 143-OR
Author(s):  
DAVENE WRIGHT ◽  
KRISTEN CHALMERS ◽  
JESSICA L. LEBLANC ◽  
JOYCE YI-FRAZIER ◽  
SEEMA K. SHAH ◽  
...  

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