7 results on '"Bollaerts, Kaatje"'
Search Results
2. ADVANCE system testing: Benefit-risk analysis of a marketed vaccine using multi-criteria decision analysis and individual-level state transition modelling.
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Bollaerts, Kaatje, Ledent, Edouard, de Smedt, Tom, Weibel, Daniel, Emborg, Hanne-Dorthe, Danieli, Giorgia, Duarte-Salles, Talita, Huerta-Alvarez, Consuelo, Martín-Merino, Elisa, Picelli, Gino, Tramontan, Lara, Sturkenboom, Miriam, and Bauchau, Vincent
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DECISION making , *MULTIPLE criteria decision making , *VACCINES , *TEST systems , *VACCINE development , *ELECTRONIC health records - Abstract
The Accelerated Development of VAccine beNefit-risk Collaboration in Europe (ADVANCE) is a public-private collaboration aiming to develop and test a system for rapid benefit-risk (B/R) monitoring of vaccines using electronic health record (eHR) databases in Europe. Proof-of-concept studies were designed to assess the proposed processes and system for generating the required evidence to perform B/R assessment and near-real time monitoring of vaccines. We aimed to test B/R methodologies for vaccines, using the comparison of the B/R profiles of whole-cell (wP) and acellular pertussis (aP) vaccine formulations in children as an example. We used multi-criteria decision analysis (MCDA) to structure the B/R assessment combined with individual-level state transition modelling to build the B/R effects table. In the state transition model, we simulated the number of events in two hypothetical cohorts of 1 million children followed from first pertussis dose till pre-school-entry booster (or six years of age, whichever occurred first), with one cohort receiving wP, and the other aP. The benefits were reductions in pertussis incidence and complications. The risks were increased incidences of febrile convulsions, fever, hypotonic-hyporesponsive episodes, injection-site reactions and persistent crying. Most model parameters were informed by estimates (coverage, background incidences, relative risks) from eHR databases from Denmark (SSI), Spain (BIFAP and SIDIAP), Italy (Pedianet) and the UK (RCGP-RSC and THIN). Preferences were elicited from clinical and epidemiological experts. Using state transition modelling to build the B/R effects table facilitated the comparison of different vaccine effects (e.g. immediate vaccine risks vs long-term vaccine benefits). Estimates from eHR databases could be used to inform the simulation model. The model results could be easily combined with preference weights to obtain B/R scores. Existing B/R methodology, modelling and estimates from eHR databases can be successfully used for B/R assessment of vaccines. [ABSTRACT FROM AUTHOR]
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- 2020
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3. ADVANCE: Towards near real-time monitoring of vaccination coverage, benefits and risks using European electronic health record databases.
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Bollaerts, Kaatje, de Smedt, Tom, McGee, Chris, Emborg, Hanne-Dorthe, Villa, Marco, Alexandridou, Maria, Duarte-Salles, Talita, Gini, Rosa, Bartolini, Claudia, de Lusignan, Simon, Tin Tin Htar, Myint, Titievsky, Lina, Sturkenboom, Miriam, and Bauchau, Vincent
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ELECTRONIC health records , *VACCINATION of children , *VACCINE development , *WHOOPING cough vaccines , *DATABASES - Abstract
The Accelerated Development of VAccine beNefit-risk Collaboration in Europe (ADVANCE) is a public-private partnership aiming to develop and test a system for rapid benefit-risk (B/R) monitoring of vaccines using European electronic health record (eHR) databases. This proof-of-concept study aimed to test the feasibility of near real-time (NRT) monitoring of vaccination coverage, benefits and risks based on multiple European eHR databases, using acellular pertussis vaccination in children aged <6 years as test case. A qualitative feasibility assessment on NRT monitoring was carried out using a survey and face-to-face discussion with ADVANCE data partners. Subsequently, a dynamic cohort study was conducted containing two distinct observation periods: a first period to establish a baseline (Jan 2014 to Mar 2018) and a subsequent 3-month period to test the actual feasibility of weekly NRT monitoring, based on which data latencies were calculated. An interactive web-application was additionally developed to facilitate the visual monitoring of vaccination coverage, the vaccine preventable disease incidence rates (benefits) and the incidence rates of adverse events (risks). Nine databases from four countries (Denmark, Italy, Spain and UK) participated in the qualitative feasibility assessment. Of them, five databases took part in the dynamic cohort study, with 5 databases providing baseline data and 3 databases participating to the NRT monitoring, providing data extractions on an almost weekly basis. The median data latency (time between event date and data release date) was between 1 and 2 weeks except for the benefit and risk events in one of the databases (latency 16 weeks). Three European eHR databases successfully demonstrated the feasibility of providing data for weekly NRT monitoring, with short data latencies of 1–2 weeks for most events. [ABSTRACT FROM AUTHOR]
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- 2020
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4. Estimation of vaccination coverage from electronic healthcare records; methods performance evaluation – A contribution of the ADVANCE-project.
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Braeye, Toon, Bauchau, Vincent, Sturkenboom, Miriam, Emborg, Hanne-Dorthe, García, Ana Llorente, Huerta, Consuelo, Merino, Elisa Martin, and Bollaerts, Kaatje
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ELECTRONIC records ,VACCINATION ,STANDARD deviations ,PAPILLOMAVIRUSES ,PERFORMANCE evaluation - Abstract
Introduction: The Accelerated Development of VAccine beNefit-risk Collaboration in Europe (ADVANCE) is a public private collaboration aiming to develop and test a system for rapid benefit-risk (B/R) monitoring of vaccines, using existing electronic healthcare record (eHR) databases in Europe. Part of the data in such sources is missing due to incomplete follow-up hampering the accurate estimation of vaccination coverage. We compared different methods for coverage estimation from eHR databases; naïve period prevalence, complete case period prevalence, period prevalence adjusted for follow-up time, Kaplan-Meier (KM) analysis and (adjusted) inverse probability weighing (IPW). Methods: We created simulation scenarios with different proportions of completeness of follow-up. Both completeness independent and dependent from vaccination date and status were considered. The root mean squared error (RMSE) and relative difference between the estimated and true coverage were used to assess the performance of the different methods for each of the scenarios. We included data examples on the vaccination coverage of human papilloma virus and pertussis component containing vaccines from the Spanish BIFAP database. Results: Under completeness independent from vaccination date or status, several methods provided estimates with bias close to zero. However, when dependence between completeness of follow-up and vaccination date or status was present, all methods generated biased estimates. The IPW/CDF methods were generally the least biased. Preference for a specific method should be based on the type of censoring and type of dependence between completeness of follow-up and vaccination. Additional insights into these aspects, might be gained by applying several methods. [ABSTRACT FROM AUTHOR]
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- 2019
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5. Estimation of the burden of varicella in Europe before the introduction of universal childhood immunization.
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Riera-Montes, Margarita, Bollaerts, Kaatje, Heininger, Ulrich, Hens, Niel, Gabutti, Giovanni, Gil, Angel, Nozad, Bayad, Mirinaviciute, Grazina, Flem, Elmira, Souverain, Audrey, Verstraeten, Thomas, and Hartwig, Susanne
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CHICKENPOX , *IMMUNIZATION of children , *MEDICAL care , *CHICKENPOX vaccines , *COMPARATIVE studies , *EPIDEMIOLOGICAL research , *HOSPITAL care , *IMMUNIZATION , *RESEARCH methodology , *MEDICAL cooperation , *META-analysis , *PRIMARY health care , *RESEARCH , *SYSTEMATIC reviews , *EVALUATION research , *PATIENTS' attitudes , *PREVENTION , *VACCINES - Abstract
Background: Varicella is generally considered a mild disease. Disease burden is not well known and country-level estimation is challenging. As varicella disease is not notifiable, notification criteria and rates vary between countries. In general, existing surveillance systems do not capture cases that do not seek medical care, and most are affected by underreporting and underascertainment. We aimed to estimate the overall varicella disease burden in Europe to provide critical information to support decision-making regarding varicella vaccination.Methods: We conducted a systematic literature review to identify all available epidemiological data on varicella IgG antibody seroprevalence, primary care and hospitalisation incidence, and mortality. We then developed methods to estimate age-specific varicella incidence and annual number of cases by different levels of severity (cases in the community, health care seekers in primary care and hospitals, and deaths) for all countries belonging to the European Medicines Agency (EMA) region and Switzerland.Results: In the absence of universal varicella immunization, the burden of varicella would be substantial with a total of 5.5 million (95% CI: 4.7-6.4) varicella cases occurring annually across Europe. Variation exists between countries but overall the majority of cases (3 million; 95% CI: 2.7-3.3) would occur in children <5 years. Annually, 3-3.9 million patients would consult a primary care physician, 18,200-23,500 patients would be hospitalised, and 80 varicella-related deaths would occur (95% CI: 19-822).Conclusions: Varicella disease burden is substantial. Most cases occur in children <5 years old but adults require hospitalisation more often and are at higher risk of death. This information should be considered when planning and evaluating varicella control strategies. A better understanding of the driving factors of country-specific differences in varicella transmission and health care utilization is needed. Improving and standardizing varicella surveillance in Europe, as initiated by the European Centre for Disease Prevention and Control (ECDC), is important to improve data quality to facilitate inter-country comparison. [ABSTRACT FROM AUTHOR]- Published
- 2017
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6. Estimation of the burden of varicella in Europe before the introduction of universal childhood immunization
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Susanne Hartwig, Bayad Nozad, Grazina Mirinaviciute, Niel Hens, Audrey Souverain, Thomas Verstraeten, Kaatje Bollaerts, Margarita Riera-Montes, Elmira Flem, Ulrich Heininger, Giovanni Gabutti, Ángel Gil, HENS, Niel, Mirinaviciute, Grazina, Gabutti, Giovanni, Nozad, Bayad, Hartwig, Susanne, Flem, Elmira, BOLLAERTS, Kaatje, Souverain, Audrey, Heininger, Ulrich, Verstraeten, Thomas, Riera-Montes, Margarita, and Gil, Angel
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Adult ,0301 basic medicine ,medicine.medical_specialty ,Pediatrics ,Adolescent ,030106 microbiology ,Socio-culturale ,Disease ,varicella ,disease burden ,Europe ,Varicella ,lcsh:Infectious and parasitic diseases ,Chickenpox Vaccine ,Young Adult ,03 medical and health sciences ,Chickenpox ,0302 clinical medicine ,Seroepidemiologic Studies ,Epidemiology ,Health care ,medicine ,Humans ,Seroprevalence ,lcsh:RC109-216 ,030212 general & internal medicine ,Child ,Disease burden ,Primary Health Care ,business.industry ,Transmission (medicine) ,Incidence (epidemiology) ,Vaccination ,Primary care physician ,Infant ,virus diseases ,Patient Acceptance of Health Care ,Hospitalization ,Infectious Diseases ,Child, Preschool ,Immunization ,Human medicine ,business ,Switzerland ,Research Article - Abstract
Background Varicella is generally considered a mild disease. Disease burden is not well known and country-level estimation is challenging. As varicella disease is not notifiable, notification criteria and rates vary between countries. In general, existing surveillance systems do not capture cases that do not seek medical care, and most are affected by underreporting and underascertainment. We aimed to estimate the overall varicella disease burden in Europe to provide critical information to support decision-making regarding varicella vaccination. Methods We conducted a systematic literature review to identify all available epidemiological data on varicella IgG antibody seroprevalence, primary care and hospitalisation incidence, and mortality. We then developed methods to estimate age-specific varicella incidence and annual number of cases by different levels of severity (cases in the community, health care seekers in primary care and hospitals, and deaths) for all countries belonging to the European Medicines Agency (EMA) region and Switzerland. Results In the absence of universal varicella immunization, the burden of varicella would be substantial with a total of 5.5 million (95% CI: 4.7–6.4) varicella cases occurring annually across Europe. Variation exists between countries but overall the majority of cases (3 million; 95% CI: 2.7–3.3) would occur in children
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- 2017
7. Estimation of vaccination coverage from electronic healthcare records; methods performance evaluation – A contribution of the ADVANCE-project
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Ana Llorente García, Miriam C. J. M. Sturkenboom, Consuelo Huerta, Toon Braeye, Elisa Martin Merino, Kaatje Bollaerts, Hanne-Dorthe Emborg, Vincent Bauchau, Garcia, Ana Llorente, Emborg, Hanne-Dorthe, BRAEYE, Toon, Huerta, Consuelo, Merino, Elisa Martin, BOLLAERTS, Kaatje, Sturkenboon, Miriam, and Bauchau, Vincent
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Vaccination Coverage ,Computer science ,Pathology and Laboratory Medicine ,Biochemistry ,01 natural sciences ,Geographical Locations ,010104 statistics & probability ,Database and Informatics Methods ,0302 clinical medicine ,Statistics ,Health care ,Medicine and Health Sciences ,Electronic Health Records ,Public and Occupational Health ,030212 general & internal medicine ,Papillomaviridae ,Mammals ,Pertussis Vaccine ,Vaccines ,Multidisciplinary ,Agricultural and Biological Sciences(all) ,Simulation and Modeling ,Vaccination ,Eukaryota ,Vaccination and Immunization ,3. Good health ,Europe ,Infectious Diseases ,Medical Microbiology ,Vaccination coverage ,Viral Pathogens ,Vertebrates ,Physical Sciences ,Viruses ,Apes ,Medicine ,Pathogens ,Research Article ,Primates ,Infectious Disease Control ,Papillomaviruses ,Science ,Immunology ,Research and Analysis Methods ,Microbiology ,Risk Assessment ,03 medical and health sciences ,Journal Article ,Animals ,Humans ,0101 mathematics ,Microbial Pathogens ,business.industry ,Biochemistry, Genetics and Molecular Biology(all) ,Organisms ,Biology and Life Sciences ,Human Papillomavirus ,Probability Theory ,Probability Distribution ,Amniotes ,People and Places ,Preventive Medicine ,business ,DNA viruses ,Mathematics ,Genetics and Molecular Biology(all) - Abstract
Introduction The Accelerated Development of VAccine beNefit-risk Collaboration in Europe (ADVANCE) is a public private collaboration aiming to develop and test a system for rapid benefit-risk (B/ R) monitoring of vaccines, using existing electronic healthcare record (eHR) databases in Europe. Part of the data in such sources is missing due to incomplete follow-up hampering the accurate estimation of vaccination coverage. We compared different methods for coverage estimation from eHR databases; naïve period prevalence, complete case period prevalence, period prevalence adjusted for follow-up time, Kaplan-Meier (KM) analysis and (adjusted) inverse probability weighing (IPW). Methods We created simulation scenarios with different proportions of completeness of follow-up. Both completeness independent and dependent from vaccination date and status were considered. The root mean squared error (RMSE) and relative difference between the estimated and true coverage were used to assess the performance of the different methods for each of the scenarios. We included data examples on the vaccination coverage of human papilloma virus and pertussis component containing vaccines from the Spanish BIFAP databaseResults Under completeness independent from vaccination date or status, several methods provided estimates with bias close to zero. However, when dependence between completeness of follow-up and vaccination date or status was present, all methods generated biased estimates. The IPW/CDF methods were generally the least biased. Preference for a specific method should be based on the type of censoring and type of dependence between completeness of follow-up and vaccination. Additional insights into these aspects, might be gained by applying several methods. The research leading to these results has received support from the Innovative Medicines Initiative Joint Undertaking under ADVANCE grant agreement no. 115557, resources of which are composed of financial contribution from the European Union’s Seventh Framework Programme (FP7/2007-2013) and EFPIA companies’ in kind contribution. Co-author V.B received a salary from GSK during the period in which this study was performed. The study sponsors had no role in study design, in the collection, analysis and interpretation of data, in the writing of the report, or in the decision to submit the report for publication. The specific roles of these authors are articulated in the ‘author contributions’ section
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- 2019
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