Claire Zuppinger’s research while affiliated with University of Lausanne and other places

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Publications (15)


Overview on questionnaire development
Socio-demographic characteristics of participants according to sample type
Willingness to participate in a personalized health cohort – insights from the swiss health study pilot phase
  • Article
  • Full-text available

August 2024

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42 Reads

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3 Citations

BMC Public Health

Nolwenn Bühler

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Nathalia González Jaramillo

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[...]

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Natalie von Goetz

Background This paper explores the feasibility of establishing a large-scale population-based cohort and biobank in Switzerland by assessing potential participants’ needs, expectations, and concerns about such an infrastructure providing information on health, lifestyle, and exposure trajectories, the development of disease, and risk factors over time. Methods We utilized a scenario-based questionnaire in the Swiss Health Study pilot phase (2020–2021), involving 1349 adults aged 20–69 from the cantons Vaud and Bern. We conducted descriptive statistics supported by R and qualitative content analysis of n = 374 open responses related to attitudes towards research. Results We highlight the benefits and challenges of the scenario-based approach, discuss the sample represented in the pilot phase, and present implications for building a full cohort. We also report on participants’ attitudes towards and previous experience with health research. We analyze references regarding informed consent and feedback, attitudes towards the Swiss Health Study, and recommendations on improving its scope, design, and instruments. Results indicate a high interest (90%) in participating in a national health study, with 85% of a random population sample willing to join a long-term cohort. Only 43% were familiar with biobanks, and 44% preferred general consent. Trust was high for Swiss-based public research but lower for researchers from other countries or private sector. Over 95% expressed willingness to complete online questionnaires, undergo physical examination, and donate biosamples. Almost all participants wanted to know the outcomes of the medical tests (99.5%) and the exposure to environmental stressors (95%) from their study center visit. Preferred tools for monitoring sleep, physical activity, and diet were known smartphone apps with automatic data management. Conclusion Overall, the study reveals a positive attitude towards personalized health research, with a strong willingness to share data and samples. Key insights focus the meaning of informed consent for participation, the relevance of sampling and representativeness, as well as the significance and challenges of personalized feedback, especially regarding environmental health concerns. Findings emphasize participants’ supportive yet reflexive stances, underscoring the importance of aligning research values with individual values in personalized health research. These insights contribute valuable considerations for refining the scope, design, and instruments of future cohort studies.

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Willingness to participate in a personalized health cohort – Insights from the Swiss Health Study pilot phase

February 2024

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58 Reads

Background This paper explores the feasibility of establishing a personalized health cohort by assessing potential participants’ needs, expectations, and concerns. Methods Employing a participatory approach, we utilized a scenario-based questionnaire in the Swiss Health Study pilot phase (2020-2021involving 1349 adults aged 20–69 from the cantons Vaud and Bern. We conducted descriptive statistics supported by R and qualitative content analysis for open responses related to attitude towards research. We highlight the benefits and challenges of the scenario-based approach, discuss the sample represented in the pilot phase, and implications for building a full cohort, and present participants’ attitudes towards and previous experience with health research. We analyze references regarding informed consent and feedback, attitudes towards a Swiss Health Study, and recommendations on how to improve its scope, design, and instruments. Results Results indicate a high interest (90%) in participating in a national health study, with 85% of a random population sample willing to join a long-term cohort. Only 43% were familiar with biobanks, and 44% preferred general consent. Trust was high for Swiss-based public research but lower for researchers outside the country or in the private sector. Over 95% expressed willingness to complete online questionnaires, undergo physical examination, and donate biosamples. Almost all participants wanted to know the outcomes of medical visits (99.5%), and environmental exposure assessments (95%). Preferred tools for monitoring sleep, physical activity, and diet were known smartphone apps with automatic data management. Conclusion Overall, the study reveals a positive attitude towards personalized health research, with a strong willingness to share data and samples. Key insights focus on informed consent variations, cohort participation and representativeness, and the significance of personalized feedback —especially regarding environmental health concerns. Findings emphasize participants’ supportive yet reflexive stances, underscoring the importance of aligning research values with individual values in personalized health research. These insights contribute valuable considerations for refining the scope, design, and instruments of future cohort studies.


FIGURE 1 | National SwissCovid app use and vaccine uptake data during study period. Switzerland, January to December 2021.
FIGURE 2 | Cumulative hazard curves of vaccine uptake outcomes based on SwissCovid app use. Panel (A) curves are from Corona Immunitas Digital Follow Up eCohort study, while Panel (B) curves are from the COVID-19 Social Monitor study. p-values are retrieved from log-rank tests. Switzerland, January to December 2021.
FIGURE 3 | Cumulative hazards curve of SwissCovid app uninstalling based on vaccine uptake. Panel (A) curves are from Corona Immunitas Digital Follow Up eCohort study, while Panel (B) curves are from the COVID-19 Social Monitor study. p-values are retrieved from log-rank tests. Switzerland, January to December 2021.
Interplay of Digital Proximity App Use and SARS-CoV-2 Vaccine Uptake in Switzerland: Analysis of Two Population-Based Cohort Studies

September 2023

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91 Reads

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1 Citation

International Journal of Public Health

Objectives: Our study aims to evaluate developments in vaccine uptake and digital proximity tracing app use in a localized context of the SARS-CoV-2 pandemic. Methods: We report findings from two population-based longitudinal cohorts in Switzerland from January to December 2021. Failure time analyses and Cox proportional hazards regression models were conducted to assess vaccine uptake and digital proximity tracing app (SwissCovid) uninstalling outcomes. Results: We observed a dichotomy of individuals who did not use the SwissCovid app and did not get vaccinated, and who used the SwissCovid app and got vaccinated during the study period. Increased vaccine uptake was observed with SwissCovid app use (aHR, 1.51; 95% CI: 1.40–1.62 [CI-DFU]; aHR, 1.79; 95% CI: 1.62–1.99 [CSM]) compared to SwissCovid app non-use. Decreased SwissCovid uninstallation risk was observed for participants who got vaccinated (aHR, 0.55; 95% CI: 0.38–0.81 [CI-DFU]; aHR, 0.45; 95% CI: 0.27–0.78 [CSM]) compared to participants who did not get vaccinated. Conclusion: In evolving epidemic contexts, these findings underscore the need for communication strategies as well as flexible digital proximity tracing app adjustments that accommodate different preventive measures and their anticipated interactions.


Towards a Swiss health study with human biomonitoring: Learnings from the pilot phase about participation and design

July 2023

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67 Reads

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8 Citations

Background A large-scale national cohort aiming at investigating the health status and determinants in the general population is essential for high-quality public health research and regulatory decision-making. We present the protocol and first results of the pilot phase to a Swiss national cohort aiming at establishing the study procedures, evaluating feasibility, and assessing participation and willingness to participate. Methods The pilot phase 2020/21 included 3 components recruited via different channels: a population-based cross-sectional study targeting the adult population (20–69 years) of the Vaud and Bern cantons via personal invitation, a sub-study on selenium in a convenience sample of vegans and vegetarians via non-personal invitation in vegan/vegetarian networks, and a self-selected sample via news promotion (restricted protocol). Along with a participatory approach and participation, we tested the study procedures including online questionnaires, onsite health examination, food intake, physical activity assessments and biosample collection following high-quality standards. Results The population-based study and the selenium sub-study had 638 (participation rate: 14%) and 109 participants, respectively, both with an over-representation of women. Of altogether 1349 recruited participants over 90% expressed interest in participating to a national health study, over 75% to contribute to medicine progress and help improving others’ health, whereas about one third expressed concerns over data protection and data misuse. Conclusions Publicly accessible high-quality public health data and human biomonitoring samples were collected. There is high interest of the general population in taking part in a national cohort on health. Challenges reside in achieving a higher participation rate and external validity. For project management clear governance is key.


Figure 1. Trajectories of SARS-CoV-2 IgG antibodies and ACE2r-blocking (neutralizing activity) as measured by a virus-free assay, from March 2022 to June/July 2022. NuC, nucleocapsid; IgG, immunglobulin G. Seropositivity is defined based on the presence of anti-spike IgG antibodies according to the threshold of SenASTrIS test positivity with median fluorescence intensity (MFI) 6. Neutralization capacity based on virus-free assay with cut-off value of 50. Participants of Corona Immunitas from Ticino and Zurich, Switzerland (n ¼ 1702)
Prevalence of SARS-CoV-2 IgG antibodies and ACE2r-blocking (neutralizing capacity) as measured by a virus-free assay, Ticino, Vaud and Zurich, Switzerland, June-July 2022, (n¼2553), stratified by canton a and age group
Development of hybrid immunity during a period of high incidence of Omicron infections

July 2023

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131 Reads

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12 Citations

International Journal of Epidemiology

Background Seroprevalence and the proportion of people with neutralizing activity (functional immunity) against SARS-CoV-2 variants were high in early 2022. In this prospective, population- based, multi-region cohort study, we assessed the development of functional and hybrid immunity (induced by vaccination and infection) in the general population during this period of high incidence of infections with Omicron variants. Methods We randomly selected and assessed individuals aged ≥16 years from the general population in southern (n = 739) and north-eastern (n = 964) Switzerland in March 2022. We assessed them again in June/July 2022, supplemented with a random sample from western (n = 850) Switzerland. We measured SARS-CoV-2 specific IgG antibodies and SARS-CoV-2 neutralizing antibodies against three variants (ancestral strain, Delta, Omicron). Results Seroprevalence remained stable from March 2022 (97.6%, n = 1894) to June/July 2022 (98.4%, n = 2553). In June/July, the percentage of individuals with neutralizing capacity against ancestral strain was 94.2%, against Delta 90.8% and against Omicron 84.9%, and 50.6% developed hybrid immunity. Individuals with hybrid immunity had highest median levels of anti-spike IgG antibodies titres [4518 World Health Organization units per millilitre (WHO U/mL)] compared with those with only vaccine- (4304 WHO U/mL) or infection- (269 WHO U/mL) induced immunity, and highest neutralization capacity against ancestral strain (hybrid: 99.8%, vaccinated: 98%, infected: 47.5%), Delta (hybrid: 99%, vaccinated: 92.2%, infected: 38.7%) and Omicron (hybrid: 96.4%, vaccinated: 79.5%, infected: 47.5%). Conclusions This first study on functional and hybrid immunity in the Swiss general population after Omicron waves showed that SARS-CoV-2 has become endemic. The high levels of antibodies and neutralization support the emerging recommendations of some countries where booster vaccinations are still strongly recommended for vulnerable persons but less so for the general population.



Seroprevalence trends of anti-SARS-CoV-2 antibodies and associated risk factors: a population-based study

March 2023

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107 Reads

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5 Citations

Infection

Purpose: We aimed to assess the seroprevalence trends of SARS-CoV-2 antibodies in several Swiss cantons between May 2020 and September 2021 and investigate risk factors for seropositivity and their changes over time. Methods: We conducted repeated population-based serological studies in different Swiss regions using a common methodology. We defined three study periods: May-October 2020 (period 1, prior to vaccination), November 2020-mid-May 2021 (period 2, first months of the vaccination campaign), and mid-May-September 2021 (period 3, a large share of the population vaccinated). We measured anti-spike IgG. Participants provided information on sociodemographic and socioeconomic characteristics, health status, and adherence to preventive measures. We estimated seroprevalence with a Bayesian logistic regression model and the association between risk factors and seropositivity with Poisson models. Results: We included 13,291 participants aged 20 and older from 11 Swiss cantons. Seroprevalence was 3.7% (95% CI 2.1-4.9) in period 1, 16.2% (95% CI 14.4-17.5) in period 2, and 72.0% (95% CI 70.3-73.8) in period 3, with regional variations. In period 1, younger age (20-64) was the only factor associated with higher seropositivity. In period 3, being aged ≥ 65 years, with a high income, retired, overweight or obese or with other comorbidities, was associated with higher seropositivity. These associations disappeared after adjusting for vaccination status. Seropositivity was lower in participants with lower adherence to preventive measures, due to a lower vaccination uptake. Conclusions: Seroprevalence sharply increased over time, also thanks to vaccination, with some regional variations. After the vaccination campaign, no differences between subgroups were observed.


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An assessment on the interplay of digital proximity app use and vaccine uptake for SARS-CoV-2 transmission mitigation in Switzerland

January 2023

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91 Reads

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1 Citation

Introduction Adherence to digital proximity tracing apps and preventive measures leading up to and following widespread SARS-CoV-2 vaccine rollout remains unclear. Our study aims to evaluate the relative effect of digital proximity tracing app use, SARS-CoV-2 vaccine uptake and adherence to additional preventive measures in a localized context of the pandemic. Methods We report findings from two population-based longitudinal cohorts in Switzerland, the Corona Immunitas Digital Follow-up eCohort (CI-DFU) and the COVID-19 Social Monitor (CSM) studies in 2021. Failure time analyses were conducted for each study cohort, stratified by age group. Cox proportional hazards regression models with time-varying covariates were used to estimate adjusted hazard ratios (aHR). The analyses assessed vaccine uptake and SwissCovid app uninstalling outcomes, with the outcomes interchanging as the exposures in two separate substudies. Results We observed a dichotomy of individuals who did not use the app during the study period and did not get vaccinated, and who used the SwissCovid app during the study period and got vaccinated during the study period. We found an increased uptake of the vaccine associated with SwissCovid app use (aHR, 1.51; 95% CI: 1.40–1.62 [CI-DFU]; aHR, 1.79; 95% CI: 1.62–1.99 [CSM]) or adherence to preventive measures (aHR, 1.44; 95% CI: 1.28–1.62 [CI-DFU]; aHR, 1.82; 95% CI: 1.52–2.18 [CSM]). Decreased SwissCovid uninstallation risk was observed for participants who received their first vaccine dose throughout the study period (aHR, 0.55; 95% CI: 0.38–0.81 [CI-DFU]; aHR, 0.45; 95% CI: 0.27–0.78 [CSM]). Conclusion In evolving pandemic contexts, these findings can assist public health authorities in designing evidence-based communication strategies to enable adoption of preventive measures and novel health technologies across all population groups.


The Bland-Altman method should not be used when one of the two measurement methods has negligible measurement errors

December 2022

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102 Reads

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9 Citations

Background The Bland-Altman limits of agreement (LoA) method is almost universally used to compare two measurement methods when the outcome is continuous, despite warnings regarding the often-violated strong underlying statistical assumptions. In settings where only a single measurement per individual has been performed and one of the two measurement methods is exempt (or almost) from any measurement error, the LoA method provides biased results, whereas this is not the case for linear regression. Methods Thus, our goal is to explain why this happens and illustrate the advantage of linear regression in this particular setting. For our illustration, we used two data sets: a sample of simulated data, where the truth is known, and data from a validation study on the accuracy of a smartphone image-based dietary intake assessment tool. Results Our results show that when one of the two measurement methods is exempt (or almost) from any measurement errors, the LoA method should not be used as it provides biased results. In contrast, linear regression of the differences on the precise method was unbiased. Conclusions The LoA method should be abandoned in favor of linear regression when one of the two measurement methods is exempt (or almost) from measurement errors.


FIGURE 1 | Frequency of intention to vaccinate by level of agreement with each determinant of the Trust-in-institutions category, SerocoViD (Vaud, Switzerland, 2021). Note: p-values are derived from chi-squared tests. N = 1,130.
FIGURE 2 | Scores for categories of vaccine uptake's determinants, crude and by intention to vaccinate, SerocoViD (Vaud, Switzerland, 2021). Note: Scores were calculated based on previous Exploratory Factor Analysis by Fadda, et al. applied to our data; N = 1,130.
FIGURE 3 | Degree of agreement with potential determinants of vaccine uptake, stratified by age category, SerocoViD (Vaud, Switzerland, 2021).
Determinants of COVID-19 Vaccine Hesitancy During the Pandemic: A Cross-Sectional Survey in the Canton of Vaud, Switzerland

September 2022

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42 Reads

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5 Citations

International Journal of Public Health

Objectives: COVID-19 vaccine hesitancy is a major obstacle in the fight against the pandemic. This study aimed to identify the local determinants of vaccine hesitancy in the context of COVID-19 to better inform future immunization campaigns. Methods: The study, conducted in February 2021, included 1,189 randomly selected inhabitants of the canton of Vaud, Switzerland. Online questionnaires investigated determinants of the intention to vaccinate. Previously validated scores (Cronbach’s alphas >0.70) were applied to our data for inclusion in the ordinal logistic regression model. Results: Individuals were more likely to vaccinate if they were 40 years or older, wealthy, reported a high educational attainment, or reported comorbidities. Doubts regarding vaccine safety and efficacy, mistrust in authorities and a propensity for natural immunity were identified as the main local hindrances to the COVID-19 vaccination. Conclusion: Outreach to people at risk of severe COVID-19 is particularly relevant in the pandemic context to help mitigate vaccine hesitancy in the canton of Vaud, and should take into consideration the level of education. Further investigation is needed to better understand reasons for mistrust in authorities.


Citations (11)


... In Switzerland, 90% of respondents to an online survey reported willingness to participate in a national health cohort study. 6 The researchers suggested this high proportion could reflect a strong civic duty to support public research, particularly when led by the Federal Office of Public Health. 6 Willingness to take part in future research might also be overestimated, however, given that they selectively took part in the online survey. ...

Reference:

Who would take part in a pandemic preparedness cohort study? The role of vaccine-related affective polarisation: cross-sectional survey
Willingness to participate in a personalized health cohort – insights from the swiss health study pilot phase

BMC Public Health

... The copyright holder for this preprint this version posted April 28, 2025 16% for a pilot study for national cohort study 22 and 34% for a study about personalised health research in Switzerland. 5 We could not assess the extent of non-response bias in detail because only two characteristics were available for comparison; the proportion of responders according to household language, which was similar to that of the sample as a whole, and household size, with people from larger households less likely to respond than those from smaller households. ...

Towards a Swiss health study with human biomonitoring: Learnings from the pilot phase about participation and design

... SARS-CoV-2 seroprevalence in the United States has been largely attributed to vaccination (38). However, the steep increase in infections following the emergence of omicron in November 2021, due in part to the ineffectiveness of previous infection-induced immunity to protect against omicron, and expanded vaccine coverage led to increased vaccine-and infection-induced seroprevalence of >90%, with increases in hybrid immunity of 51%-60% by mid-2022 (37,(39)(40)(41)(42)(43)(44)(45)(46). While it is difficult to determine the cause of seroprevalence at a population level, following repeated waves of global omicron sublineage evolution and transmission, it has been estimated that upwards of 90% of the globe has detectable SARS-CoV-2 antibodies from infection, vaccination, or hybrid immunity (46)(47)(48)(49). ...

Development of hybrid immunity during a period of high incidence of Omicron infections

International Journal of Epidemiology

... The lack of association of education and other sociodemographic characteristics with seropositivity is similar to what was found in the overall Swiss population in the first wave of the pandemic, where only younger age was associated with increased seropositivity [25]. This may reflect high compliance with overall social distancing measures during the initial phases of the pandemic in Switzerland. ...

Seroprevalence trends of anti-SARS-CoV-2 antibodies and associated risk factors: a population-based study

Infection

... 31 As measurement units differed (N for HHD and N.m for IKD), total bias was calculated for each device using the formula: bias = α + * (β -1), where α represents differential bias and β represents proportional bias. 32 Nonparametric t-tests were used to compare the total bias between the two devices. A two-way ANOVA for repeated measures was conducted, with %Target and sense of rotation as independent variables and RE score as the dependent variable. ...

The Bland-Altman method should not be used when one of the two measurement methods has negligible measurement errors

... In South Tyrol, the partial preference for Austrian healthcare models and German-language health sources contribute to the lower confidence in Italian vaccination policies. This is mirrored in other European contexts, like Switzerland and Belgium, where cultural and linguistic divides influence vaccine attitudes [54][55][56]. Learning from these examples, South Tyrol's health authorities should prioritise multilingual outreach and community-based interventions. The partial preference for Austrian healthcare practices and information in the German-speaking community often results in the conflicting adherence to Italian health policies. ...

Determinants of COVID-19 Vaccine Hesitancy During the Pandemic: A Cross-Sectional Survey in the Canton of Vaud, Switzerland

International Journal of Public Health

... It was approved by the Ethics Committee of Ticino (CE-TI 2020-01514). Further details on the Corona Immunitas research programme have been previously described (Speierer et al., 2022;West et al., 2020). ...

The Corona Immunitas Digital Follow-Up eCohort to Monitor Impacts of the SARS-CoV-2 Pandemic in Switzerland: Study Protocol and First Results

International Journal of Public Health

... However, these clinical chemistries represent a limited breadth of diet-relevant features, which could be expanded on by using targeted or untargeted metabolomics of blood, saliva, urine or faecal samples. Another approach has been to capture images of meals (for example, with a smartphone) and apply machine learning to these images to track dietary intake 20,21 . Image tracking and physical sensors have proven to be challenging approaches, requiring large training databases, showing a limited ability to estimate portion size and relying on a fairly high degree of participant compliance 22,23 . ...

Performance of the Digital Dietary Assessment Tool MyFoodRepo

... 4 Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a highly infectious virus. 5 The risk of infection in household members and other close contacts of COVID-19 cases was shown to be high, 6 while knowledge and implementation of preventive measures were low to moderate. [7][8][9] Therefore, one of the major concerns surrounding the application of the community care model was the transmission of SARS-CoV-2 from infected individuals (index cases) to uninfected individuals sharing the same house or living nearby during the lockdown period. ...

Prevalence of SARS-CoV-2 in Household Members and Other Close Contacts of COVID-19 Cases: A Serologic Study in Canton of Vaud, Switzerland

Open Forum Infectious Diseases