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

Controls in Experiments01:13

Controls in Experiments

13.3K
When conducting an experiment, it is crucial to have control to reduce bias and accurately measure the dependent variables. It also marks the results more reliable. Controls are elements in an experiment that have the same characteristics as the treatment groups but are not affected by the independent variable. By sorting these data into control and experimental conditions, the relationship between the dependent and independent variables can be drawn. A randomized experiment always includes a...
13.3K
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches01:23

Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches

190
Biopharmaceutical studies constitute a vital field aiming to enhance drug delivery methods and refine therapeutic approaches, drawing upon diverse interdisciplinary knowledge. In research methodologies, the choice between controlled and non-controlled studies significantly influences the study's reliability and accuracy.
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
190
Chronic Obstructive Pulmonary Disease-V: Management01:29

Chronic Obstructive Pulmonary Disease-V: Management

2.7K
Managing Chronic Obstructive Pulmonary Disease (COPD) involves a multifaceted approach to reduce symptoms, prevent exacerbations, improve overall health status, and slow disease progression. Key strategies include lifestyle modifications, pharmacotherapy, supportive therapies, and, in some cases, surgery. Here is an overview of the primary COPD management strategies:
Smoking Cessation
2.7K
Strategies for Assessing and Addressing Confounding01:25

Strategies for Assessing and Addressing Confounding

172
Confounding is a critical issue in epidemiological studies, often leading to misleading conclusions about associations between exposures and outcomes. It occurs when the relationship between the exposure and the outcome is mixed with the effects of other factors that influence the outcome. Given that, addressing confounding is of high importance for drawing accurate inferences in research.
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
172
Statistical Methods for Analyzing Epidemiological Data01:25

Statistical Methods for Analyzing Epidemiological Data

591
Epidemiological data primarily involves information on specific populations' occurrence, distribution, and determinants of health and diseases. This data is crucial for understanding disease patterns and impacts, aiding public health decision-making and disease prevention strategies. The analysis of epidemiological data employs various statistical methods to interpret health-related data effectively. Here are some commonly used methods:
591
Steps in Outbreak Investigation01:18

Steps in Outbreak Investigation

245
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:
245

You might also read

Related Articles

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

Sort by
Same author

A kernelized data-driven approach for analyzing and predicting brucellosis in Inner Mongolia.

Innovation (Cambridge (Mass.))·2026
Same author

Improving algebraic understanding using history of mathematics: the case of structural reasoning in cubic equations.

Frontiers in psychology·2026
Same author

Emergence of spatiotemporal patterns beyond Turing-Hopf bifurcation in semi-arid vegetation systems.

Mathematical biosciences·2026
Same author

Modeling the impact of community information dissemination on the transmission dynamics of lymphatic filariasis.

Scientific reports·2026
Same author

Correction to: Platinum nanoparticles in cancer therapy: chemotherapeutic enhancement and ROS generation.

Medical oncology (Northwood, London, England)·2026
Same author

A systematic comparison of methodologies for the estimation of the serial interval.

Infectious Disease Modelling·2026

Related Experiment Video

Updated: Oct 5, 2025

Author Spotlight: Advancements in Multiplex Detection of Respiratory Viruses
03:53

Author Spotlight: Advancements in Multiplex Detection of Respiratory Viruses

Published on: November 10, 2023

1.4K

Optimal control and comprehensive cost-effectiveness analysis for COVID-19.

Joshua Kiddy K Asamoah1,2, Eric Okyere3, Afeez Abidemi4

  • 1Department of Mathematics, North University of China, Taiyuan, Shanxi 030051, China.

Results in Physics
|January 24, 2022
PubMed
Summary

This study analyzed COVID-19 control strategies in Saudi Arabia, finding social distancing most cost-effective without vaccines. Other strategies also showed effectiveness in averting infections.

Keywords:
Control strategiesCost minimizing analysisEconomic health outcomesExistence of optimal control

More Related Videos

Dynamic Monitoring of Seroconversion using a Multianalyte Immunobead Assay for Covid-19
08:48

Dynamic Monitoring of Seroconversion using a Multianalyte Immunobead Assay for Covid-19

Published on: February 16, 2022

3.0K
Comprehensive & Cost Effective Laboratory Monitoring of HIV/AIDS: an African Role Model
23:56

Comprehensive & Cost Effective Laboratory Monitoring of HIV/AIDS: an African Role Model

Published on: October 31, 2010

16.9K

Related Experiment Videos

Last Updated: Oct 5, 2025

Author Spotlight: Advancements in Multiplex Detection of Respiratory Viruses
03:53

Author Spotlight: Advancements in Multiplex Detection of Respiratory Viruses

Published on: November 10, 2023

1.4K
Dynamic Monitoring of Seroconversion using a Multianalyte Immunobead Assay for Covid-19
08:48

Dynamic Monitoring of Seroconversion using a Multianalyte Immunobead Assay for Covid-19

Published on: February 16, 2022

3.0K
Comprehensive & Cost Effective Laboratory Monitoring of HIV/AIDS: an African Role Model
23:56

Comprehensive & Cost Effective Laboratory Monitoring of HIV/AIDS: an African Role Model

Published on: October 31, 2010

16.9K

Area of Science:

  • Epidemiology
  • Public Health
  • Health Economics

Background:

  • COVID-19 pandemic necessitates understanding cost-effectiveness of control measures.
  • Previous models for Saudi Arabia did not capture multiple waves.
  • Economic and health outcomes of interventions require detailed analysis.

Purpose of the Study:

  • To formulate a non-autonomous nonlinear deterministic model for COVID-19 control in Saudi Arabia.
  • To analyze cost-effectiveness of various control strategies.
  • To identify optimal interventions for managing the COVID-19 pandemic.

Main Methods:

  • Developed a non-autonomous nonlinear deterministic model for COVID-19.
  • Applied Pontryagin's maximum principle to derive an optimal control system.
  • Performed numerical simulations for cost-effectiveness analysis of fourteen strategies.

Main Results:

  • The strength number indicated the model's limitation in capturing multiple COVID-19 waves.
  • Social distancing (Strategy 1) emerged as the most cost-saving and effective intervention without vaccination.
  • Strategies 6, 11, 12, and 14 were equally effective in averting infections.

Conclusions:

  • A new compartmental model may be needed for Saudi Arabia to capture multiple COVID-19 waves.
  • Social distancing is a highly effective and economical COVID-19 control strategy.
  • Multiple strategies demonstrate significant potential for infection control.