Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Statgraphics01:10

Statgraphics

89
Statgraphics is a comprehensive statistical software suite designed for both basic and advanced data analysis. Originating in 1980 at Princeton University under Dr. Neil W. Polhemus, it was one of the pioneering tools for statistical computing on personal computers, with its public release in 1982 marking an early milestone in data science software. Over the years, it has evolved into a robust platform for data science, offering tools for regression analysis, ANOVA, multivariate statistics,...
89
Introduction to Statistics01:17

Introduction to Statistics

44.7K
The science of statistics involves collecting, analyzing, interpreting, and presenting data. The method of collecting, organizing, and summarizing data is called descriptive statistics. The systematic method of drawing inferences from the sample data and predicting unknown characteristics of a population is called inferential statistics.
In statistics, the collection of individuals or objects under study is called population. The idea of sampling is to select a portion of the larger population...
44.7K
Overview of Biostatistics in Health Sciences01:19

Overview of Biostatistics in Health Sciences

286
Biostatistics involves the application of statistical techniques to scientific research in health-related fields, including biology and public health. These techniques are essential for designing studies, collecting data, and analyzing it to draw meaningful conclusions. Given the complexity of biological processes, particularly in studies involving human subjects, biostatistical methods are crucial for effectively organizing and interpreting data that might otherwise obscure underlying patterns...
286
Statistical Software for Data Analysis and Clinical Trials01:12

Statistical Software for Data Analysis and Clinical Trials

321
Statistical software is pivotal in data analysis and clinical trials by providing tools to analyze data, draw conclusions, and make predictions. These software packages range from simple data management applications to complex analytical platforms, supporting various statistical tests, models, and simulation techniques. Their significance lies in their ability to handle vast amounts of data with precision and efficiency, enabling researchers to validate hypotheses, identify trends, and make...
321
Steps in Outbreak Investigation01:18

Steps in Outbreak Investigation

90
In the ever-evolving field of public health, statistical analysis serves as a cornerstone for understanding and managing disease outbreaks. By leveraging various statistical tools, health professionals can predict potential outbreaks, analyze ongoing situations, and devise effective responses to mitigate impact. For that to happen, there are a few possible stages of the analysis:
90
Case Studies01:22

Case Studies

11.5K
There are many research methods available to psychologists in their efforts to understand, describe, and explain behavior and the cognitive and biological processes that underlie it.
11.5K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Perturbation of genes linked to common schizophrenia risk variants identifies cilia programs.

bioRxiv : the preprint server for biology·2026
Same author

A genome-wide meta-analysis identifies a sex-specific genetic effect for platelet aggregation in response to agonists.

medRxiv : the preprint server for health sciences·2026
Same author

SpatialArtifacts: a computational framework for tissue artifact detection in spatial transcriptomics data.

bioRxiv : the preprint server for biology·2026
Same author

Spatio-molecular gene expression reflects dorsal anterior cingulate cortex structure and function in the human brain.

Cell reports·2026
Same author

Low cardiac index during periods of arterial hypotension and risk of acute kidney injury in cardiac surgery.

British journal of anaesthesia·2026
Same author

Association of postoperative delirium with haemodynamic determinants of cerebral perfusion pressure during cardiac surgery: a retrospective cohort study.

British journal of anaesthesia·2026
Same journal

Diagnosing Statistical Education Needs of Health Science Learners.

Journal of statistics and data science education : an official journal of the of the American Statistical Association·2025
Same journal

<i>Virtual Biostats Day:</i> An interactive online Biostatistics outreach program directed at high school students in groups historically underrepresented in STEM careers.

Journal of statistics and data science education : an official journal of the of the American Statistical Association·2025
Same journal

Open-source Tools for Training Resources - OTTR.

Journal of statistics and data science education : an official journal of the of the American Statistical Association·2023
Same journal

A model for an undergraduate research experience program in quantitative sciences.

Journal of statistics and data science education : an official journal of the of the American Statistical Association·2022
See all related articles

Related Experiment Video

Updated: May 11, 2025

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
13:44

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques

Published on: December 9, 2022

3.4K

Open Case Studies: Statistics and Data Science Education through Real-World Applications.

Carrie Wright1, Qier Meng2, Michael R Breshock3

  • 1Biostatistics Program, Public Health Sciences Division, Fred Hutchinson Cancer Center, Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health.

Journal of Statistics and Data Science Education : an Official Journal of the of the American Statistical Association
|April 17, 2025
PubMed
Summary
This summary is machine-generated.

Data science education needs more resources for practicing statistical thinking with real-world data. The Open Case Studies project provides accessible, peer-reviewed case studies to develop statistical thinking skills effectively.

Keywords:
applied statisticscase studiescomputingdata scienceeducationstatistical thinking

More Related Videos

Measuring the Functional Abilities of Children Aged 3-6 Years Old with Observational Methods and Computer Tools
11:29

Measuring the Functional Abilities of Children Aged 3-6 Years Old with Observational Methods and Computer Tools

Published on: June 20, 2020

9.0K
Interactive and Visualized Online Experimentation System for Engineering Education and Research
08:35

Interactive and Visualized Online Experimentation System for Engineering Education and Research

Published on: November 24, 2021

2.3K

Related Experiment Videos

Last Updated: May 11, 2025

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
13:44

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques

Published on: December 9, 2022

3.4K
Measuring the Functional Abilities of Children Aged 3-6 Years Old with Observational Methods and Computer Tools
11:29

Measuring the Functional Abilities of Children Aged 3-6 Years Old with Observational Methods and Computer Tools

Published on: June 20, 2020

9.0K
Interactive and Visualized Online Experimentation System for Engineering Education and Research
08:35

Interactive and Visualized Online Experimentation System for Engineering Education and Research

Published on: November 24, 2021

2.3K

Area of Science:

  • Data Science Education
  • Statistics Pedagogy

Background:

  • Limited educator materials exist for teaching statistical thinking with real-world data.
  • Existing case study approaches require significant time and domain expertise, hindering their widespread adoption.

Purpose of the Study:

  • To address the scarcity of realistic case studies in data science education.
  • To introduce a new model for statistical and data science education case studies.

Main Methods:

  • Development of the Open Case Studies project (opencasestudies.org).
  • Creation of self-contained, multimodal, peer-reviewed, and open-source case studies.
  • Publication of an educator's guide for effective case study implementation and contribution.

Main Results:

  • The Open Case Studies project offers a scalable solution for educators.
  • Case studies feature complete data analyses from real-world examples.
  • The project promotes active learning and the development of statistical thinking.

Conclusions:

  • The Open Case Studies project enhances data science education by providing accessible, real-world learning materials.
  • This resource facilitates the development of statistical thinking skills crucial for data science practitioners.
  • The open-source model encourages community contribution and adaptation of educational content.