7 datasets found
  1. f

    Inclusion and exclusion criteria.

    • plos.figshare.com
    xls
    Updated May 22, 2025
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    Matilda Anim-Larbi; Vivian Puplampu; Sithokozile Maposa; Akram Mahani; Mary Chipanshi (2025). Inclusion and exclusion criteria. [Dataset]. http://doi.org/10.1371/journal.pone.0323186.t001
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    xlsAvailable download formats
    Dataset updated
    May 22, 2025
    Dataset provided by
    PLOS ONE
    Authors
    Matilda Anim-Larbi; Vivian Puplampu; Sithokozile Maposa; Akram Mahani; Mary Chipanshi
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    IntroductionVaccine-preventable diseases continue to cause morbidity and mortality despite the introduction of childhood immunizations. Recent media reports from Canada and the United States of America (USA) have highlighted a rise in childhood illnesses like measles, which could have been prevented with vaccines. Parents play a pivotal role in ensuring their children receive timely vaccinations. Immunization reminders can help parents who forget or miss vaccination appointments. In the USA, current literature indicates that Black children have lower vaccination rates than other racialized children and vaccine reminders may improve measles vaccine uptake among Black parents. However, there is limited data in Canada on vaccine uptake in children of Black parents, with evidence suggesting vaccine hesitancy among the Black population.ObjectiveThis scoping review aims to map out existing literature on immunization reminder strategies among parents to identify their impact in improving childhood vaccination rates and promoting child health.Inclusion criteriaThe review will include studies conducted in Canada and the United States of America that focus on immunization reminders for parents who have children under six years and published in English between 2015 and 2025.MethodsDatabase and hand-searching of journals and gray literature will be carried out to retrieve pertinent articles. Studies that meet the inclusion criteria will be eligible for selection. The process of selecting eligible studies will then be summarized on a PRISMA-ScR chart. Collated in data-extraction tables will be authorship information, publication date, methods and findings. The findings, key arguments and themes will be analyzed using a thematic analysis and summarized using a narrative summary.ConclusionThis review will contribute to the existing knowledge on parental preferences for vaccine reminder strategies and their usefulness in increasing childhood vaccination rates. The findings will inform and improve public health strategies aimed at boosting vaccine uptake among children.

  2. New cases of measles in the U.S. 1985-2025

    • statista.com
    • ai-chatbox.pro
    Updated Jul 8, 2025
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    Statista (2025). New cases of measles in the U.S. 1985-2025 [Dataset]. https://www.statista.com/statistics/186678/new-cases-of-measles-in-the-us-since-1950/
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    Dataset updated
    Jul 8, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    There were 285 new cases of measles in the U.S. in 2024. Measles, also known as rubeola, is an infectious disease that is highly contagious and affects mostly children. Common symptoms of measles include fever, runny nose, sore throat, cough, and a rash. Although death rates from measles have decreased around the world, it is still responsible for around 81,000 deaths worldwide per year. Measles vaccination The main reason for the decrease in measles cases and deaths is due to high vaccination rates. The widely used MMR vaccine protects against measles, mumps, and rubella and is safe and effective. In 2023, around 91 percent of adolescents in the U.S. aged 13 to 17 years had received an MMR vaccination. However, in recent years there has been a rise in measles cases in many parts of the world due to vaccine hesitancy. Vaccine hesitancy Vaccine hesitancy refers to a refusal or reluctance to have children vaccinated, despite the overwhelming evidence that vaccines are safe and effective. This hesitancy comes from a misunderstanding of the ingredients in vaccines and how they work, a mistrust of doctors and pharmaceutical companies, and belief in the unfounded associations of vaccines with other diseases and disorders.

  3. f

    One-sided p-values of each model’s Root Mean Square Error (RMSE) score,...

    • plos.figshare.com
    xls
    Updated Jun 15, 2023
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    Sara Melotte; Mayank Kejriwal (2023). One-sided p-values of each model’s Root Mean Square Error (RMSE) score, using the Student’s t-test, against the distribution of per-fold cross-validation means achieved by the best model in Table 4. [Dataset]. http://doi.org/10.1371/journal.pdig.0000021.t005
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    xlsAvailable download formats
    Dataset updated
    Jun 15, 2023
    Dataset provided by
    PLOS Digital Health
    Authors
    Sara Melotte; Mayank Kejriwal
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    The best model is the Text Only SVR (RBF Kernel) without sentiment, indicated as Ref below. The null hypothesis is that the mean of this best reference model is greater than (or in other words, worse than) the means shown in Column 4 of Table 4. Models specified with (*) do not include any zip code-level features. The p-values for the predictive models, with and without sentiment as a feature, are reported as without sentiment / with sentiment. Since cross-validation is not applicable for the constant-value baseline models, they are excluded in this table.

  4. MMR vaccination rate among U.S. children aged 19-35 months 1995-2017

    • statista.com
    Updated May 22, 2024
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    Statista (2024). MMR vaccination rate among U.S. children aged 19-35 months 1995-2017 [Dataset]. https://www.statista.com/statistics/385577/mmr-vaccination-rate-among-us-children-aged-19-35-months/
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    Dataset updated
    May 22, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    As of 2017, around 91.5 percent of children in the U.S. aged 19 to 35 months had been vaccinated against measles, mumps and rubella (MMR). The MMR vaccine is widely used around the world and is recommended by the Centers for Disease Control and Prevention (CDC) for adults who don’t have immunity and all children.

    Measles

    The number of cases of measles in the United States has dropped significantly since the introduction of the MMR vaccination. However, there has been a recent increase in measles cases, due to the growth of the vaccine hesitancy movement. Despite claims from this movement, the MMR vaccine is safe and effective. One dose of the MMR vaccine is around 93 percent effective against measles, while two doses is 97 percent effective.

    Mumps

    The MMR vaccine has resulted in a similar decrease in the rate of mumps cases in the U.S. One dose of the MMR vaccine is 78 percent effective against mumps, while two doses is 88 percent effective. Although the MMR vaccine is safe and effective, like any medicine it can have side effects. Common side effects include fever, a mild rash and temporary joint pain and stiffness.

  5. w

    Global Measles Mumps Rubella Mmr Vaccines Market Research Report: By Vaccine...

    • wiseguyreports.com
    Updated Jul 19, 2025
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    wWiseguy Research Consultants Pvt Ltd (2025). Global Measles Mumps Rubella Mmr Vaccines Market Research Report: By Vaccine Type (Live Attenuated Vaccines, Inactivated Vaccines), By Age Group (Pediatrics, Adults), By Combination Vaccines (MMR Vaccines, MMRV Vaccines), By Dosage Form (Injectable, Nasal Spray), By Immunization Schedule (Two-Dose Schedule, Three-Dose Schedule) and By Regional (North America, Europe, South America, Asia Pacific, Middle East and Africa) - Forecast to 2032. [Dataset]. https://www.wiseguyreports.com/reports/measles-mumps-rubella-mmr-vaccines-market
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    Dataset updated
    Jul 19, 2025
    Dataset authored and provided by
    wWiseguy Research Consultants Pvt Ltd
    License

    https://www.wiseguyreports.com/pages/privacy-policyhttps://www.wiseguyreports.com/pages/privacy-policy

    Time period covered
    Sep 24, 2025
    Area covered
    Global
    Description
    BASE YEAR2024
    HISTORICAL DATA2019 - 2024
    REPORT COVERAGERevenue Forecast, Competitive Landscape, Growth Factors, and Trends
    MARKET SIZE 20231.76(USD Billion)
    MARKET SIZE 20241.88(USD Billion)
    MARKET SIZE 20323.2(USD Billion)
    SEGMENTS COVEREDVaccine Type ,Age Group ,Combination Vaccines ,Dosage Form ,Immunization Schedule ,Regional
    COUNTRIES COVEREDNorth America, Europe, APAC, South America, MEA
    KEY MARKET DYNAMICSIncreasing government initiatives Rising vaccine hesitancy Technological advancements Growing awareness of vaccine importance Expanding vaccination coverage
    MARKET FORECAST UNITSUSD Billion
    KEY COMPANIES PROFILEDRoche Holding AG ,Serum Institute of India Pvt. Ltd. ,Johnson & Johnson ,GlaxoSmithKline plc. ,Zydus Cadila ,Bavarian Nordic A/S ,BiondVax Pharmaceuticals Ltd. ,ViroMed Laboratories, Inc. ,Emergent BioSolutions Inc. ,Abbott Laboratories ,Takeda Pharmaceutical Company Limited ,Merck & Co., Inc. ,Inovio Pharmaceuticals, Inc. ,Pfizer Inc. ,Sanofi Pasteur
    MARKET FORECAST PERIOD2025 - 2032
    KEY MARKET OPPORTUNITIESIncreasing vaccination rates Emerging markets Technological advancements Combination vaccines Government initiatives
    COMPOUND ANNUAL GROWTH RATE (CAGR) 6.86% (2025 - 2032)
  6. w

    Global Dpt Vaccination Market Research Report: By Type of Vaccine...

    • wiseguyreports.com
    Updated Aug 24, 2024
    + more versions
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    wWiseguy Research Consultants Pvt Ltd (2024). Global Dpt Vaccination Market Research Report: By Type of Vaccine (Pentavalent DPT Vaccine, Tetanus-Diphtheria-Pertussis Vaccine), By Route of Administration (Intramuscular Injection, Subcutaneous Injection), By Dosage Schedule (Three Dose Schedule, Four Dose Schedule, Five Dose Schedule), By Disease Application (Diphtheria, Tetanus, Pertussis), By Target Population (Infants, Children, Adults) and By Regional (North America, Europe, South America, Asia Pacific, Middle East and Africa) - Forecast to 2032. [Dataset]. https://www.wiseguyreports.com/reports/dpt-vaccination-market
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    Dataset updated
    Aug 24, 2024
    Dataset authored and provided by
    wWiseguy Research Consultants Pvt Ltd
    License

    https://www.wiseguyreports.com/pages/privacy-policyhttps://www.wiseguyreports.com/pages/privacy-policy

    Time period covered
    Jan 8, 2024
    Area covered
    Global
    Description
    BASE YEAR2024
    HISTORICAL DATA2019 - 2024
    REPORT COVERAGERevenue Forecast, Competitive Landscape, Growth Factors, and Trends
    MARKET SIZE 202320.17(USD Billion)
    MARKET SIZE 202421.08(USD Billion)
    MARKET SIZE 203230.01(USD Billion)
    SEGMENTS COVEREDType of Vaccine ,Route of Administration ,Dosage Schedule ,Disease Application ,Target Population ,Regional
    COUNTRIES COVEREDNorth America, Europe, APAC, South America, MEA
    KEY MARKET DYNAMICSIncreasing vaccine hesitancy Rising demand for combination vaccines Government initiatives Technological advancements Growing awareness about immunization
    MARKET FORECAST UNITSUSD Billion
    KEY COMPANIES PROFILEDSerum Institut ,Cipla ,Abbott Laboratories ,GSK ,Sanofi Pasteur ,Pfizer ,Cadila Healthcare ,Johnson & Johnson ,Merck ,Bharat Biotec ,GlaxoSmithKline ,Mylan ,Biological E ,Panacea Biotec ,Moderna Therapeutics
    MARKET FORECAST PERIOD2025 - 2032
    KEY MARKET OPPORTUNITIESIncreasing vaccination rates in developing countries Rising demand for combination vaccines Government initiatives to expand vaccination programs Innovations in vaccine technology Growing awareness of vaccine importance
    COMPOUND ANNUAL GROWTH RATE (CAGR) 4.52% (2025 - 2032)
  7. U.S. adults who believed vaccines cause autism in children as of 2019, by...

    • statista.com
    Updated Nov 29, 2023
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    Statista (2023). U.S. adults who believed vaccines cause autism in children as of 2019, by age [Dataset]. https://www.statista.com/statistics/1092495/views-on-vaccines-causing-autism-us-by-age/
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    Dataset updated
    Nov 29, 2023
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Dec 2, 2019 - Dec 15, 2019
    Area covered
    United States
    Description

    In 2019, around 13 percent of U.S. adults aged 30 to 49 years believed certain vaccines cause autism in children. This statistic shows the percentage of U.S. adults who thought certain vaccines cause autism in children as of 2019, by age.

  8. Not seeing a result you expected?
    Learn how you can add new datasets to our index.

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Matilda Anim-Larbi; Vivian Puplampu; Sithokozile Maposa; Akram Mahani; Mary Chipanshi (2025). Inclusion and exclusion criteria. [Dataset]. http://doi.org/10.1371/journal.pone.0323186.t001

Inclusion and exclusion criteria.

Related Article
Explore at:
xlsAvailable download formats
Dataset updated
May 22, 2025
Dataset provided by
PLOS ONE
Authors
Matilda Anim-Larbi; Vivian Puplampu; Sithokozile Maposa; Akram Mahani; Mary Chipanshi
License

Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically

Description

IntroductionVaccine-preventable diseases continue to cause morbidity and mortality despite the introduction of childhood immunizations. Recent media reports from Canada and the United States of America (USA) have highlighted a rise in childhood illnesses like measles, which could have been prevented with vaccines. Parents play a pivotal role in ensuring their children receive timely vaccinations. Immunization reminders can help parents who forget or miss vaccination appointments. In the USA, current literature indicates that Black children have lower vaccination rates than other racialized children and vaccine reminders may improve measles vaccine uptake among Black parents. However, there is limited data in Canada on vaccine uptake in children of Black parents, with evidence suggesting vaccine hesitancy among the Black population.ObjectiveThis scoping review aims to map out existing literature on immunization reminder strategies among parents to identify their impact in improving childhood vaccination rates and promoting child health.Inclusion criteriaThe review will include studies conducted in Canada and the United States of America that focus on immunization reminders for parents who have children under six years and published in English between 2015 and 2025.MethodsDatabase and hand-searching of journals and gray literature will be carried out to retrieve pertinent articles. Studies that meet the inclusion criteria will be eligible for selection. The process of selecting eligible studies will then be summarized on a PRISMA-ScR chart. Collated in data-extraction tables will be authorship information, publication date, methods and findings. The findings, key arguments and themes will be analyzed using a thematic analysis and summarized using a narrative summary.ConclusionThis review will contribute to the existing knowledge on parental preferences for vaccine reminder strategies and their usefulness in increasing childhood vaccination rates. The findings will inform and improve public health strategies aimed at boosting vaccine uptake among children.

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