Julien Thabard’s research while affiliated with University of Lausanne and other places

What is this page?


This page lists works of an author who doesn't have a ResearchGate profile or hasn't added the works to their profile yet. It is automatically generated from public (personal) data to further our legitimate goal of comprehensive and accurate scientific recordkeeping. If you are this author and want this page removed, please let us know.

Publications (12)


Description of ePOCT+ and supportive mentorship intervention
The intervention included the provision of the ePOCT+ Clinical Decision Support Algorithm (CDSA), C-Reactive Protein & Hemoglobin point-of-care tests, and pulse oximeter. The use of these additional tests and tools are proposed within the ePOCT+ CDSA. The intervention also included the sharing of quality of care indicators within dashboards which allowed healthcare providers to see their performance compared to other health facilities. Finally mentorship support in the form of messages, phone calls, and visits were conducted to answer questions and support the use of ePOCT+. Both intervention and control health facilities received equivalent Integrated Management of Childhood Illness (IMCI) training, and Information Technology (IT) support. If required the health facilities also received a weighing scale, mid-upperarm circumference (MUAC) band, and thermometer.
Health facility and patient flow diagram
Boxes highlighted in gray correspond to the coprimary outcome populations.
Coprimary outcomes
a, Proportion of antibiotic prescription in ePOCT+ and usual care health facilities; data are presented as the point estimate and unadjusted 95% confidence intervals. Sample sizes are as follows: PP ePOCT+ clusters n = 16,381, PP usual care clusters n = 17,205, ITT ePOCT+ clusters n = 21,680, ITT usual care clusters n = 18,789. b, Relative risk of day 7 clinical failure between ePOCT+ and usual care health facilities, with noninferiority prespecified as an adjusted relative risk of <1.3. Noninferiority plot shown on a logarithmic scale. ITT, intention to treat; PP, per protocol; aRR, adjusted relative risk.
Antibiotic prescription and clinical failure by sex, age group and main complaints
a, Data are presented as adjusted differences with 95% CI of day 0 antibiotic prescription between ePOCT+ health facilities and usual care health facilities. All data are from the per protocol population in initial consultations. Sample sizes for each subgroup are found in Extended Data Table 2. b, Data are presented as adjusted relative risk with 95% CI of clinical failure in ePOCT+ compared to usual care health facilities. All data are from the per protocol and complete case population among initial consultations. Sample sizes for each subgroup are found in Extended Data Table 3.
A digital health algorithm to guide antibiotic prescription in pediatric outpatient care: a cluster randomized controlled trial
  • Article
  • Full-text available

December 2023

·

150 Reads

·

18 Citations

Nature Medicine

·

Godfrey Kavishe

·

·

[...]

·

Valérie D’Acremont

Excessive antibiotic use and antimicrobial resistance are major global public health threats. We developed ePOCT+, a digital clinical decision support algorithm in combination with C-reactive protein test, hemoglobin test, pulse oximeter and mentorship, to guide health-care providers in managing acutely sick children under 15 years old. To evaluate the impact of ePOCT+ compared to usual care, we conducted a cluster randomized controlled trial in Tanzanian primary care facilities. Over 11 months, 23,593 consultations were included from 20 ePOCT+ health facilities and 20,713 from 20 usual care facilities. The use of ePOCT+ in intervention facilities resulted in a reduction in the coprimary outcome of antibiotic prescription compared to usual care (23.2% versus 70.1%, adjusted difference −46.4%, 95% confidence interval (CI) −57.6 to −35.2). The coprimary outcome of day 7 clinical failure was noninferior in ePOCT+ facilities compared to usual care facilities (adjusted relative risk 0.97, 95% CI 0.85 to 1.10). There was no difference in the secondary safety outcomes of death and nonreferred secondary hospitalizations by day 7. Using ePOCT+ could help address the urgent problem of antimicrobial resistance by safely reducing antibiotic prescribing. Clinicaltrials.gov Identifier: NCT05144763

Download

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

·

127 Reads

·

11 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.


Presenting complaints of infants and children under 15 years old
Antibiotic stewardship using ePOCT+, a digital health clinical decision support algorithm for paediatric outpatient care: results from the DYNAMIC Tanzania cluster randomized controlled trial

June 2023

·

141 Reads

·

1 Citation

Excessive antibiotic use and antimicrobial resistance are major global public health threats. We developed ePOCT+, a digital Clinical Decision Support Algorithm in combination with C-reactive protein test, haemoglobin test, pulse oximeter and mentorship, to guide healthcare providers in managing acutely sick children under 15 years old. To evaluate the impact of ePOCT + compared to usual care, we conducted a cluster-randomized controlled trial in Tanzanian primary care facilities (NCT05144763). Over 11 months, 23 593 consultations were included in 20 ePOCT + health facilities, and 20 713 in 20 usual care facilities. Antibiotics were prescribed in 23.2% of consultations in ePOCT + facilities, and 70.1% in usual care facilities (adjusted difference, -46.4%, 95% confidence interval (CI) -57.6 to -35.2). Day 7 clinical failure in ePOCT + facilities was non-inferior to usual care facilities (adjusted relative risk 0.97, 95% CI 0.85 to 1.10). Using ePOCT + could help address the urgent problem of antimicrobial resistance by safely reducing antibiotic prescribing.


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

March 2023

·

107 Reads

·

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.


Overall development process of ePOCT+ requiring multiple feedback loops
The development process of ePOCT+ was an iterative process. We first defined the scope, then developed the algorithm (decision tree logic), followed by expert review with relevant stakeholders, the digitalization, and finally piloting and testing. Each stage resulted in multiple feedback loops to refine the end product.
Considering algorithm performance in regards to pre-test probability (disease prevalence) of the condition
Health care workers are confronted with two major questions at primary care health facilities: 1) Does the child need to be referred? For which an algorithm must evaluate sensitivity and specificity in relation to the severity of disease. 2) Does the child require specific treatment (most often an antibiotic)? For which the disease prevalence of a bacterial illness needs to be considered when evaluating the sensitivity and specificity of such an algorithm.
MedAL-creator and medAL-reader
A) medAL-creator and its “drag and drop” user interface to design the clinical algorithm. For each clinical element a description and/or photo can be included to assist the end-user using medAL-reader; B) medAL-reader the android based application to collect the medical history, exposures, symptoms, signs and tests, and then propose the appropriate diagnosis and management.
Example of modifications based on user-experience feedback and observations
ePOCT+ and the medAL-suite: Development of an electronic clinical decision support algorithm and digital platform for pediatric outpatients in low- and middle-income countries

January 2023

·

211 Reads

·

14 Citations

Electronic clinical decision support algorithms (CDSAs) have been developed to address high childhood mortality and inappropriate antibiotic prescription by helping clinicians adhere to guidelines. Previously identified challenges of CDSAs include their limited scope, usability, and outdated clinical content. To address these challenges we developed ePOCT+, a CDSA for the care of pediatric outpatients in low- and middle-income settings, and the medical algorithm suite (medAL-suite), a software for the creation and execution of CDSAs. Following the principles of digital development, we aim to describe the process and lessons learnt from the development of ePOCT+ and the medAL-suite. In particular, this work outlines the systematic integrative development process in the design and implementation of these tools required to meet the needs of clinicians to improve uptake and quality of care. We considered the feasibility, acceptability and reliability of clinical signs and symptoms, as well as the diagnostic and prognostic performance of predictors. To assure clinical validity, and appropriateness for the country of implementation the algorithm underwent numerous reviews by clinical experts and health authorities from the implementing countries. The digitalization process involved the creation of medAL-creator, a digital platform which allows clinicians without IT programming skills to easily create the algorithms, and medAL-reader the mobile health (mHealth) application used by clinicians during the consultation. Extensive feasibility tests were done with feedback from end-users of multiple countries to improve the clinical algorithm and medAL-reader software. We hope that the development framework used for developing ePOCT+ will help support the development of other CDSAs, and that the open-source medAL-suite will enable others to easily and independently implement them. Further clinical validation studies are underway in Tanzania, Rwanda, Kenya, Senegal, and India.


Figure 2: Considerations for the required sensitivity and specificity of combined predictors
Figure 3: medAL-creator and medAL-reader
ePOCT+ and the medAL-suite: Development of an electronic clinical decision support algorithm and digital platform for pediatric outpatients in low- and middle-income countries

September 2022

·

120 Reads

Electronic clinical decision support algorithms (CDSAs) have been developed to address high childhood mortality and inappropriate antibiotic prescription by helping clinicians adhere to guidelines. Previously identified challenges of CDSAs include its limited scope, usability, and outdated clinical algorithms. To address these challenges we developed ePOCT+, a CDSA for the care of pediatric outpatients in low- and middle-income settings, and the medical algorithm suite (medAL-suite), a software for the creation and execution of CDSAs. Following the principles of digital development, we aim to describe the process and lessons learnt from the development of ePOCT+ and the medAL-suite. In particular, this work outlines the systematic integrative development process in the design and implementation of these tools required to meet the needs of clinicians to improve uptake and quality of care. We considered the feasibility, acceptability and reliability of clinical signs and symptoms, as well as the diagnostic and prognostic performance of predictors. To assure clinical validity, and appropriateness for the country of implementation the algorithm underwent numerous reviews by clinical experts and health authorities from the implementing countries. The digitalization process involved the creation of medAL-creator, a digital platform which allows clinicians without IT skills to easily create the algorithms, and medAL-reader the mobile health (mHealth) app used by clinicians during the consultation. Extensive feasibility tests were done with feedback from end-users of multiple countries to improve the clinical algorithm and medAL-reader software. We hope that the development framework used for developing ePOCT+ will help support the development of other CDSAs, and that the open-source medAL-suite will enable others to easily and independently implement them.


Données de santé : le nouvel or numérique, mais pour qui ?

July 2022

·

21 Reads

Revue Médicale Suisse

Rapidly growing health-related data have the potential to improve health and healthcare, as well as to make health systems more efficient and focused on patients' needs. Their efficient and secure management represents major technological, organizational and societal challenges. Currently too compartmentalized and insufficiently accessible, these data are often in the hands of private providers and their collection does not necessarily guarantee data security and privacy protection. Professionals as well as some private for-profit companies are on the lookout for this new digital "gold". It is therefore urgent to define a democratic and legal framework for the governance, collection and use of health data in the highly decentralized and fragmented Swiss context.


COVID-19 diagnosis

May 2021

·

478 Reads

·

2 Citations

Revue Médicale Suisse

The need to curb the circulation of SARS-CoV-2 virus in the community and to diagnose those at risk of developing complications implies that an appropriate test should be chosen according to the epidemiological and clinical context. Rapid antigen tests, either nasopharyngeal or nasal, have the advantage of reflecting contagiousness better than PCR and giving an immediate result, reason why they are used as first-line for community diagnosis and screening. A rapid test allows immediate management of outpatients and does not falsely attribute the current acute episode to a previous SARS-CoV-2 infection. PCR, whether nasopharyngeal or buccosalivary, is useful for epidemiological surveillance, including that of new variants, as well as identification of severe COVID in the post-infectious phase.


Serology test result according to general characteristics and medical history, stratified by type of participant (unadjusted results)
Prevalence of SARS-CoV-2 in Household Members and Other Close Contacts of COVID-19 Cases: A Serologic Study in Canton of Vaud, Switzerland

March 2021

·

99 Reads

·

20 Citations

Open Forum Infectious Diseases

Background Research on SARS-CoV-2 transmission within households and other close settings using serological testing is scarce. Methods We invited COVID-19 cases diagnosed between February 27 and April 1, 2020, in canton of Vaud, Switzerland, to participate, along with household members and other close contacts. Anti-SARS-CoV-2 IgG antibodies were measured using a Luminex immunoassay. We estimated factors associated with serological status using generalized estimating equations. Results Overall, 219 cases, 302 household members, and 69 other close contacts participated between May 4 and June 27, 2020. More than half of household members (57.2%, 95%CI 49.7-64.3) had developed a serologic response to SARS-CoV-2, while 19.0% (95%CI 10.0-33.2) of other close contacts were seropositive. After adjusting for individual and household characteristics, infection risk was higher in household members aged 65 or more than in younger adults (aOR 3.63, 95%CI 1.05-12.60), and in those not strictly adhering to simple hygiene rules like hand washing (aOR 1.80, 95%CI 1.02-3.17). The risk was lower when more than 5 people outside home were met during semi-confinement, compared to none (aOR 0.35, 95%CI 0.16-0.74). Individual risk of household members to be seropositive was lower in large households (22% less per each additional person). Conclusions During semi-confinement, household members of a COVID-19 case were at very high risk of getting infected, 3 times more than close contacts outside home. This highlights the need to provide clear messages on protective measures applicable at home. For elderly couples, who were especially at risk, providing external support for daily basic activities is essential.



Citations (7)


... This empowers them to work more independently, which is key for maintaining basic quality services in resource-limited settings [17][18][19]. Studies from Tanzania using electronic IMCI algorithms demonstrated improved clinical assessment and management, resulting in improved health outcomes and quality of care [20] and reduced antibiotic treatment [21][22][23][24]. The processes of translating clinical guidelines into a digital decision support system follow a standardised nomenclature that builds on a five-level conversion system for the digitisation of SMART guidelines developed by the WHO [25]. ...

Reference:

Development and implementation of a digital clinical decision support system to increase the quality of primary healthcare delivery in a refugee setting in Chad
A digital health algorithm to guide antibiotic prescription in pediatric outpatient care: a cluster randomized controlled trial

Nature Medicine

... A recent systematic review indicated that prevalence estimates based solely on standardized instruments are about double as high as prevalence estimates based on standardized diagnostic interviews [18]. We will take this challenge into account in different ways: First, we will provide prevalence estimates and 95% credible intervals using a Bayesian logistic regression model adjusted for age-group and cluster of oblasts taking sensitivity and specificity of the instruments, as described above, and their uncertainty into account [33,34]. ...

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

... We believe that work overload may affect health professionals' ability to perform their duties at a high quality, including consistently using the tools and tests provided, which may result in inaccurate diagnoses and inappropriate treatment. These compromises have also been reported in other settings of low-and middleincome countries [65]. Importantly, the development process is not complete with the launch of a CDSS; its use needs to be solidly embedded into working routines and local training curricula. ...

ePOCT+ and the medAL-suite: Development of an electronic clinical decision support algorithm and digital platform for pediatric outpatients in low- and middle-income countries

... Pour évaluer le bénéfice du testing, la mesure de résultat la plus appropriée est la proportion des personnes infectées isolées pendant leur période de plus grande contagiosité. 4 La simple proportion des personnes infectées identifiées comme positives n'est pas une mesure appropriée, car : a) certaines personnes testées positives ont déjà transmis le virus (le résultat du test arrive alors trop tard) ; b) certaines personnes ne sont déjà plus contagieuses au moment où elles reçoivent le résultat du test, en raison du délai avant d'aller se faire tester et, pour la PCR, le délai avant de recevoir le résultat ; 5 c) les personnes asymptomatiques testées positives ne sont la plupart du temps pas contagieuses (car les tests restent positifs après infection pendant plusieurs jours pour les tests rapides et plusieurs semaines pour les PCR) ; et d) certaines personnes contagieuses s'isolent dès qu'elles pensent que leurs symptômes pourraient être dus au Covid-19 (la réception du résultat n'apportant donc pas de bénéfice). En revanche, recevoir un résultat positif est un incitatif important pour la décision ou l'obligation de s'isoler. ...

Diagnostic du Covid-19 en milieu ambulatoire
  • Citing Article
  • January 2021

Revue Médicale Suisse

... 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

... 32,33 Moreover, previous research found a higher risk of infection from exposure to a household member than from other types of exposure. 34,35 A higher seroprevalence than that of the general working-age population was found for food supermarket workers. Specifically, this was the case for one of the five food stores, suggesting that exposure to SARS-CoV-2 may have occurred mostly in the workplace rather than at home for employees of this specific store (store 5). ...

Prevalence of SARS-CoV-2 in Household Members and Other Close Contacts of COVID-19 Cases: A Serologic Study in Canton of Vaud, Switzerland
  • Citing Article
  • January 2020

SSRN Electronic Journal