Experimental vs observational - PowerPoint PPT Presentation


Introduction to Experimental Economics by John Hey: A Comprehensive Overview

Explore the interconnected realms of Experimental Economics and Behavioral Economics through the insightful lectures of John Hey, an Emeritus Professor at the University of York. Discover the methodology of testing economic theories for validity and the practical applications of experimental economi

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Understanding Quantitative Research Designs in Health Research

Quantitative research designs play a crucial role in health research, offering various methodologies like experimental and observational designs. Observational designs are commonly used and can establish associations but not causality. Longitudinal designs track outcomes over time, providing valuabl

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Insights on Experimental ASF Vaccines in Pig Studies

The research conducted by Prof. Jishu Shi and his team at Kansas State University delves into the safety and efficacy testing of experimental African Swine Fever (ASF) vaccines using pigs as the model. Various vaccines, including DNA vaccines and live attenuated viruses, were tested against differen

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Understanding Observational Studies in Epidemiology

Delve into the realm of observational studies in epidemiology, exploring concepts such as error, bias, and confounding. Discover the significance of various study designs, from case reports to prospective cohort studies, in elucidating associations and establishing causality in non-communicable dise

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Understanding Nonexperimental and Quasi-experimental Studies

Nonexperimental and quasi-experimental studies resemble experiments but lack random assignment, making them valuable for group comparisons without establishing causation. This type of research design looks at differences between groups that already exist, focusing on group differences rather than ca

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Understanding Experiments in Research: Observation vs. Experimentation

Observation and experiments are two crucial methods in research. An observational study involves observing and measuring variables without influencing responses, while an experiment deliberately applies treatments to measure responses. Confounding variables can affect the results, and factors like e

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Understanding Experimental Psychology: Designs and Control Issues in Research

This content delves into the basics of experimental research, focusing on different types of experimental designs and control issues. It covers between-group and within-group designs, discussing advantages and disadvantages, as well as methods for controlling for nonequivalence. The importance of ra

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Understanding Clinical Trials: Types and Designs

Clinical trials are essential research studies that evaluate new tests and treatments to improve human health outcomes. They involve various phases, designs, and purposes, such as treatment trials, prevention trials, and observational studies. Different types of clinical trial designs include experi

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Understanding Propensity Score Methods for Reducing Confounding in Studies

This content discusses the use of propensity score methods to address confounding in observational studies, comparing randomized control trials (RCTs) with observational studies, explaining the potential outcome framework, average treatment effects, and common assumptions made in these methods to re

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Understanding Probability: Experimental and Theoretical Concepts

Probability is the measure of the likelihood of an event happening, with experimental and theoretical probability being key concepts. Experimental probability involves determining probabilities through experience or experiments, while theoretical probability can be calculated without prior experienc

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Exploring the Einstein Telescope: Observational Science and Board Details

Delve into the world of observational science with the Einstein Telescope (ET). This comprehensive overview covers the involvement of Flanders researchers, gravitational wave sources, ET's detection capabilities, and its significant contributions to black hole and neutron star properties. Learn abou

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Fisheries Management and Observational Requirements for Ocean-Related Variables

This content provides insights into observational requirements for ocean-related variables concerning fisheries, focusing on marine fish production in CRFM countries, the Flyingfish Management Plan, Caribbean Spiny Lobster management, and other fisheries management plans. It discusses the main objec

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Observational Constraints on Viable f(R) Gravity Models Analysis

Investigating f(R) gravity models by extending the Einstein-Hilbert action with an arbitrary function f(R). Conditions for viable models include positive gravitational constants, stable cosmological perturbations, asymptotic behavior towards the ΛCDM model, stability of late-time de Sitter point, a

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Essential Elements of Clinical Trial Protocols

Understanding the key components of a clinical trial research protocol is essential for conducting successful studies. This includes identifying session objectives, discussing trial protocol contents, exploring observational study elements, and learning about reporting guidelines. Study objectives f

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Choosing Between Observational Study and Experiment in Research

Observational studies involve recording data without interfering with subjects, while experiments impose treatments on subjects to establish cause and effect. A well-controlled experiment is crucial for determining causation, while observational studies can provide quick results at lower costs. Each

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Overview of Observational Techniques and Student Talks in Astronomy

This content covers observational techniques, student talks, and dates related to various astronomical topics such as gamma-ray astronomy, basics of gamma-ray interaction, scintillators and solid-state detectors, Compton telescopes, and pair telescopes. It provides insights into the main processes i

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Quiz Review on Scientific Method and Graphing

Explore a quiz review covering topics related to scientific method, graphing, and experimental design. Understand key concepts such as hypothesis, scientific law, theory, variables, and experimental control through detailed questions and images. Test your knowledge on laboratory safety, inferences,

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Understanding Observational Studies vs. Experiments in Statistical Analysis

Explore the distinction between observational studies and experiments in statistics through practical examples like a Stat instructor evaluating a review session's impact on test scores. Learn about sampling methods, bias avoidance, and the implications of statistical study design. Discover how anal

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Understanding Observational Research Methods

Observational research methods involve systematic observation of behaviors and can be used in various study designs such as experimental, correlational, and descriptive research. This type of research aims to provide insights into real-world behaviors with a focus on ecological validity. The process

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Understanding Quantitative Research Designs in Nursing

Delve into the world of quantitative research in nursing, exploring different research designs and the concept of causality. Learn about experimental, quasi-experimental, and non-experimental designs, as well as the characteristics of experimental design like manipulation, control, and randomization

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Understanding Experimental Design and Bias in Statistics

Explore key concepts in statistics such as observational studies, experiments, bias, and sampling methods. Delve into the difference between observational studies and experiments, understand the impact of bias in research, and learn about sampling techniques like simple random sampling and stratifie

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Quasi-Experimental and Interrupted Time-Series Designs Overview

Explore the various quasi-experimental designs, control groups, pretests, and outcome patterns in research methodologies. Understand the implications of different outcome patterns on causal interpretation and validity threats in experimental studies.

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Enhancing Observational Skills through the 5 Senses and Devices

Explore how the 5 senses - sight, touch, hearing, taste, and smell - interact with our environment and how observations can be enhanced using specialized devices beyond human senses. Discover examples like a graduated cylinder, microscope, spring scale, wind vane, and compass that extend observation

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Understanding Experimental Design in Biology

Explore key concepts in experimental design in biology through clicker questions focusing on hypotheses, variables, control groups, and experimental groups. Learn how scientists test hypotheses and analyze results to draw valid conclusions in biological studies.

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Compilation and Evaluation of Experimental Data for Nuclei in Z=2-28 Region

Completed compilation and evaluation of experimental Pn and half-lives for nuclei in the Z=2-28 region, led by Balraj Singh at McMaster University. The work involved preparing lists of neutron-rich nuclides, identifying potential emitters, analyzing available experimental data for 1n, 2n, 3n, and 4n

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Advances in Ceramic Composite Property Modeling and Experimental Characterization

European research focuses on advanced modeling of C/C, C/SiC, and SiC/SiC composites for aerospace and nuclear applications, with an emphasis on correlating simulations with experimental validation. Laboratories are progressing towards a multiscale approach, integrating micro/nanomechanical characte

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What Motivates Paternalism? An Experimental Investigation

Centuries of normative debate on paternalism have resulted in its ubiquity in various aspects of society, from consumer protection to safety regulations. However, there is a scarcity of empirical studies on the motivations behind paternalistic interventions. This experimental investigation delves in

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Understanding Experimental Studies: Intervention, Characteristics, and Measurements

Experimental studies involve the investigator assigning exposures and following subjects to observe disease development. Different types of experimental studies exist, such as preventive and therapeutic types, each with its limitations, including ethical concerns and challenges in recruiting subject

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Understanding Survival Analysis in Clinical Trials

Survival analysis plays a crucial role in analyzing data from randomized clinical trials, observational studies, and experiments. It involves estimating the survival function, conducting the log-rank test, and identifying when to use this analytical approach. Elements of survival experiments, standa

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Effect of Time of Day on Bird Species Richness and Individuals

The study investigates how the time of day impacts the species richness and number of individuals of birds at a specific feeder in Longwood University's Environmental Education Center. Through observational studies and counting, the researchers aim to determine if there are differences in bird popul

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Understanding Research Methods and Data Analysis

This review covers topics such as experimental classification, the comparison of non-experimental and experimental research, software features like JMP and SPSS, outlier handling in data analysis, and levels of measurement in statistical analysis.

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Vietnam Neutrino School Overview

Vietnam School on Neutrino is an annual event started in 2017 to promote experimental neutrino physics in Vietnam. Led by Prof. Jean Tran Thanh Van, the school focuses on lectures, software and hardware training, group works, and excursions. With a mix of students from various countries, the aim is

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Analysis of Slider-Crank Mechanism and Experimental Data

Slider-crank mechanism analysis involves understanding the transformation of input motion into desired output motion. This mechanism consists of a crank, coupler, slider, and ground link, converting circular motion into linear motion. Experimental procedures involve setting crank angles and recordin

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Experimental Study and CFD Simulation of a Down-flow Bubble Column

This study and simulation focus on the experimental setup, measurement techniques, and results of a down-flow bubble column. It explores novel features such as inverted bubbly flow, micro-bubble generation, and gas injection. Detailed analysis includes axial and radial variations of volumetric gas h

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Understanding Experimental and Quasi-Experimental Designs

Explore the foundations of experimental and quasi-experimental designs, delving into causal relationships, counterfactual reasoning, and the importance of validating statistical and internal conclusions. Learn about causes, effects, and the complexity of determining causation in research. Discover R

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Understanding Probability: Learning Outcomes and Examples

This content delves into the study of probability, covering topics such as representing probabilities of simple and compound events, calculating relative frequencies, multi-step chance experiments, theoretical and experimental probabilities. It explains concepts like chance experiments, sample space

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Study Design Considerations for Observational Comparative Effectiveness Research

This presentation outlines key considerations for study design in observational comparative effectiveness research, including rationale for design choice, defining start of follow-up, inclusion/exclusion criteria, exposures of interest, outcomes, and potential confounders. It discusses various study

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Understanding Experimental Studies in Epidemiology

Epidemiological studies and experimental studies play vital roles in understanding cause-and-effect relationships in research. Experimental studies involve manipulating independent variables and measuring dependent variables, with categories such as true experimental, quasi-experimental, and pre-exp

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Methods for Quantifying Efficacy-Effectiveness Gap in Randomized Controlled Trials

This research discusses the quantification of the efficacy-effectiveness gap in randomized controlled trials (RCTs), particularly focusing on examples in Acute Respiratory Distress Syndrome (ARDS). It explores the challenges of RCTs, ethical considerations, and the use of observational data for caus

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Exploring Pasta Phase in Neutron Stars: Upper Limits and Observational Effects

Investigating the impact of pasta phase on neutron star observables, this research by William Newton, Michael Gearheart, Josh Hooker, and Bao-An Li discusses the crust composition, transition densities, and compressible Liquid Drop Model (CLDM). The study explores the uncertainties in symmetry energ

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