Statistical reliability

Replication crisis

The replication crisis (also called the replicability crisis and the reproducibility crisis) is an ongoing methodological crisis in which the results of many scientific studies are difficult or impossible to reproduce. Because the reproducibility of empirical results is an essential part of the scientific method, such failures undermine the credibility of theories building on them and potentially call into question substantial parts of scientific knowledge. The replication crisis is frequently discussed in relation to psychology and medicine, where considerable efforts have been undertaken to reinvestigate classic results, to determine both their reliability and, if found unreliable, the reasons for the failure. Data strongly indicate that other natural, and social sciences are affected as well. The phrase replication crisis was coined in the early 2010s as part of a growing awareness of the problem. Considerations of causes and remedies have given rise to a new scientific discipline, metascience, which uses methods of empirical research to examine empirical research practice. Since empirical research involves both obtaining and analyzing data, considerations about its reproducibility fall into two categories. The validation of the analysis and interpretation of the data obtained in a study runs under the term reproducibility in the narrow sense. The task of repeating the experiment or observational study to obtain new, independent data with the goal of reaching the same or similar conclusions as an original study is called replication. (Wikipedia).

Replication crisis
Video thumbnail

The Replication Crisis: Crash Course Statistics #31

Replication (re-running studies to confirm results) and reproducibility (the ability to repeat an analyses on data) have come under fire over the past few years. The foundation of science itself is built upon statistical analysis and yet there has been more and more evidence that suggests

From playlist Statistics

Video thumbnail

What happened during the Big Bang?

Subscribe to our YouTube Channel for all the latest from World Science U. Visit our Website: http://www.worldscienceu.com/ Like us on Facebook: https://www.facebook.com/worldscienceu Follow us on Twitter: https://twitter.com/worldscienceu

From playlist Science Unplugged: Cosmology

Video thumbnail

Ending the Epidemic - A Brief History of the AIDS Crisis

The discovery of AIDS in the early 1980s quickly spiraled into an epidemic. Scientists and public health officials scrambled for a solution. Activists took to the street. Looking back at three decades of the AIDS crisis provides a heartbreaking reminder of the challenges that still remain

From playlist Biology

Video thumbnail

Is there a reproducibility crisis in science?

Reproducibility is a hot topic in science at the moment, but is there a crisis? Nature asked 1,576 scientists this question as part of an online survey. Most agree that there is a crisis and over 70% said they'd tried and failed to reproduce another group's experiments. Read more and del

From playlist Scientific Life

Video thumbnail

How do Outbreaks End? Vaccines and Recovery: Crash Course Outbreak Science #14

Throughout this series, and in our real lives, we've seen the chaos and devastation that outbreaks can cause. But there's good news! Eventually, outbreaks come to an end. In this episode, we'll look at some of the important tools of outbreak response, particularly vaccines, and also discus

From playlist Outbreak Science

Video thumbnail

MEGA VOLCANIC ERUPTIONS Shake the World | Countdown to Armageddon

If we were faced with a volcanic hyper eruption today, could we survive? Find out in this clip from Doomsday: 10 Ways the World Will End, "Mega Eruption." Check out exclusive The HISTORY Channel content: History Newsletter: www.history.com/newsletter Website - http://www.history.com Faceb

From playlist Countdown to Armageddon | HISTORY

Video thumbnail

The Most Devastating Earthquakes In History | Mega Disaster | Spark

When the earthquakes all hell breaks loose, they strike with lighting speed and a huge bulk of destruction. These forces baffle experts who are on a desperate mission to predict when the next big one will hit. The Earth’s titanic forces can rip apart the land, homes and people’s lives. Th

From playlist Mega Disaster

Video thumbnail

Britannic Sinking In Reverse

The Britannic tragedy in reverse!

From playlist 'Sleeping Sun' videos.

Video thumbnail

Do Power Poses Work or is Science Broken?

Can your body poses change your hormone levels? I used to think so, cause thats what the science said. It turns out, that this publication is one of the many examples of a crisis that is sweeping across science. The replication crisis. Sources and References: Ted talk in question: https:

From playlist Psychology

Video thumbnail

Virology in a nutshell, quasispecies and experimental virus evolution by Santiago F Elena

The Third Bangalore School on Population Genetics and Evolution DATE:05 March 2018 to 17 March 2018 VENUE:Ramanujan Lecture Hall, ICTS Bangalore. No living organism escapes evolutionary change. Evolutionary biology thus connects all biological disciplines. To understand the processes dri

From playlist Third Bangalore School on Population Genetics and Evolution

Video thumbnail

The Problem of Bad Research!

Patrick's Books: Statistics For The Trading Floor: https://amzn.to/3eerLA0 Derivatives For The Trading Floor: https://amzn.to/3cjsyPF Corporate Finance: https://amzn.to/3fn3rvC Patreon Page: https://www.patreon.com/PatrickBoyleOnFinance In 2005, Stanford medical professor John Ioanni

From playlist Corporate Finance

Video thumbnail

R - Chapter 5: Sampling and Probability - Lecture Part 1

Lecturer: Dr. Erin M. Buchanan Missouri State University Spring 2016 This video covers theory ideas behind sampling and probability, error types, and basic hypothesis testing. The lecture covers the fifth chapter in the Nolan and Heinzen Statistics for the Behavioral Sciences. Note: Thi

From playlist PSY 200 (R) Undergraduate Statistics with Dr. B

Video thumbnail

What Makes Science True? | NOVA

What makes science reliable? The ability to reproduce the results of an experiment, known as reproducibility, is one of the hallmarks of a valid scientific finding. But science is facing what many consider a reproducibility crisis, and the stakes are high. Many scientific claims cannot be

From playlist Original shorts

Video thumbnail

DeSci Labs: Creating A Backend For Scientific Papers - Deep Random Talks S2 E1

Recipe: https://ai.science/l/b395f4c6-06c6-42c1-9aa6-e048c6291734@/assets. Learn about two major issues facing scientific research: the reproducibility crisis and the outdated business model of scientific publishing on Deep Random Talks' latest episode on DeSci Labs: Creating A Backend Fo

From playlist Deep Random Talks- Season 2

Video thumbnail

Mechanisms of Development and Culture in Crisis

Mechanisms of Development and Culture in Crisis Anupam. Sah (CSMVS Mumbai, India) Presented at Culture in Crisis II, an International Conference at the Yale Institute for the Preservation of Cultural Heritage in collaboration with the Victoria and Albert Museum in London under the patronag

From playlist Culture in Crisis II

Video thumbnail

GAMMA RAY BURST DEVASTATES EARTH | Countdown to Armageddon

If a gamma-ray burst struck the Earth we'd face many unthinkable and life-threatening effects. See more in this clip from Season 1, "Doomsday: 10 Ways the World Will End." #Doomsday10WaystheWorldWillEnd Subscribe for more from Doomsday: 10 Ways the World Will End and other great The HIST

From playlist Countdown to Armageddon | HISTORY

Video thumbnail

Defining Psychology as a Science

In this lecture, Dr Ayoub Bouguettaya (University of Birmingham) introduces a number of studies and their results, posing the question of whether you would expect the results found to occur again if the study was repeated. After introducing this idea of replicability, Dr Bouguettaya unpack

From playlist Psychology

Related pages

Reproducibility | P-value | Karl Popper | Reproducibility Project | Null hypothesis | Design of experiments | Alternative hypothesis | Experiment | Confirmation bias | Sample size determination | Data dredging | Estimation | Replication (statistics) | Effect size | Null result | Data collection | Systems theory | Certainty | Publication bias | Estimation statistics | Statistical significance