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From Click to Decision: VetAgroStats and Code-Free Statistics

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Title: From Click to Decision: VetAgroStats and Code-Free Statistics
Language: English
Authors: Paulo Henrique Cerutti (ORCID 0000-0001-6664-8449), Luan Tiago Santos Carbonari, Carlos Zacarias Joaquim Júnior, Mauro Bitencourt Souza, Henrique Sá Albino, Igreja Francisco, Jefferson Luís Meirelles Coimbra
Source: Teaching Statistics: An International Journal for Teachers. 2026 48(1):50-63.
Availability: Wiley. Available from: John Wiley & Sons, Inc. 111 River Street, Hoboken, NJ 07030. Tel: 800-835-6770; e-mail: cs-journals@wiley.com; Web site: https://www.wiley.com/en-us
Peer Reviewed: Y
Page Count: 14
Publication Date: 2026
Document Type: Journal Articles
Reports - Research
Descriptors: Statistics Education, Agricultural Education, Computer Uses in Education, Computer Software, Coding, Statistical Analysis, Teaching Methods, Computer Interfaces, Probability, Computation, Statistical Inference, Correlation, Regression (Statistics), Data Interpretation
DOI: 10.1111/test.70020
ISSN: 0141-982X
1467-9639
Abstract: Statistics is integral to daily life, yet agricultural science students often struggle with statistical analyses requiring programming. This study developed VetAgroStats, a user-friendly software to simplify the teaching of statistics in agriculture. VetAgroStats eliminates coding complexity, enabling students, professors, researchers, and technicians to perform statistical analyses effortlessly. Its intuitive interface and MultiClick function allow basic calculations in a few clicks, transforming data into actionable insights. The software includes descriptive statistics, frequency tables for qualitative and quantitative variables, and probability calculations. It also offers statistical inference tools like Student's t-test, chi-square distribution, and simple linear correlation and regression analysis, with detailed interpretations to enhance understanding. VetAgroStats delivers fast, reliable results, saving time and optimizing learning by addressing classroom challenges with free, accessible technology. It empowers users by combining simplicity and functionality, making the teaching of statistics more approachable and transformative for agricultural education.
Abstractor: As Provided
Entry Date: 2026
Accession Number: EJ1494317
Database: ERIC
FullText Text:
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  Data: From Click to Decision: VetAgroStats and Code-Free Statistics
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  Data: <searchLink fieldCode="AR" term="%22Paulo+Henrique+Cerutti%22">Paulo Henrique Cerutti</searchLink> (ORCID <externalLink term="https://orcid.org/0000-0001-6664-8449">0000-0001-6664-8449</externalLink>)<br /><searchLink fieldCode="AR" term="%22Luan+Tiago+Santos+Carbonari%22">Luan Tiago Santos Carbonari</searchLink><br /><searchLink fieldCode="AR" term="%22Carlos+Zacarias+Joaquim+Júnior%22">Carlos Zacarias Joaquim Júnior</searchLink><br /><searchLink fieldCode="AR" term="%22Mauro+Bitencourt+Souza%22">Mauro Bitencourt Souza</searchLink><br /><searchLink fieldCode="AR" term="%22Henrique+Sá+Albino%22">Henrique Sá Albino</searchLink><br /><searchLink fieldCode="AR" term="%22Igreja+Francisco%22">Igreja Francisco</searchLink><br /><searchLink fieldCode="AR" term="%22Jefferson+Luís+Meirelles+Coimbra%22">Jefferson Luís Meirelles Coimbra</searchLink>
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  Data: <searchLink fieldCode="SO" term="%22Teaching+Statistics%3A+An+International+Journal+for+Teachers%22"><i>Teaching Statistics: An International Journal for Teachers</i></searchLink>. 2026 48(1):50-63.
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  Data: Wiley. Available from: John Wiley & Sons, Inc. 111 River Street, Hoboken, NJ 07030. Tel: 800-835-6770; e-mail: cs-journals@wiley.com; Web site: https://www.wiley.com/en-us
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  Data: 10.1111/test.70020
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  Data: 0141-982X<br />1467-9639
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  Data: Statistics is integral to daily life, yet agricultural science students often struggle with statistical analyses requiring programming. This study developed VetAgroStats, a user-friendly software to simplify the teaching of statistics in agriculture. VetAgroStats eliminates coding complexity, enabling students, professors, researchers, and technicians to perform statistical analyses effortlessly. Its intuitive interface and MultiClick function allow basic calculations in a few clicks, transforming data into actionable insights. The software includes descriptive statistics, frequency tables for qualitative and quantitative variables, and probability calculations. It also offers statistical inference tools like Student's t-test, chi-square distribution, and simple linear correlation and regression analysis, with detailed interpretations to enhance understanding. VetAgroStats delivers fast, reliable results, saving time and optimizing learning by addressing classroom challenges with free, accessible technology. It empowers users by combining simplicity and functionality, making the teaching of statistics more approachable and transformative for agricultural education.
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  Data: EJ1494317
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      – Text: English
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      Pagination:
        PageCount: 14
        StartPage: 50
    Subjects:
      – SubjectFull: Statistics Education
        Type: general
      – SubjectFull: Agricultural Education
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      – SubjectFull: Computer Uses in Education
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      – SubjectFull: Computer Interfaces
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      – SubjectFull: Statistical Inference
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      – TitleFull: From Click to Decision: VetAgroStats and Code-Free Statistics
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