Opinion: Biased Observers of Nature

Potential biases in scientific data collection and analysis should be minimized.

Written byGordon M. Burghardt and Todd M. Freeberg
| 4 min read

Register for free to listen to this article
Listen with Speechify
0:00
4:00
Share

WIKIMEDIA COMMONS, U.S. NATIONAL ARCHIVES AND RECORDS ADMINISTRATION

Scientists are not robots recording events using mechanically objective methods. Like all human beings, scientists have biases. Indeed, the inherent bias in science has spurred debates over climate change, evolution, and other topics. Nonetheless, the reliability and validity of data used to draw conclusions are the linchpin for scientific progress.

Too often arguments rage after the analyses are run and conclusions drawn, rather than being addressed more thoroughly upfront. We contend that many of the problems science and society face are traceable to a lack of rigor in both teaching and implementing widely recognized “best practices” methods in science. One field that has a history of this is animal behavior. A century ago, the scientific and public worlds were transfixed, and many leading physical and ...

Interested in reading more?

Become a Member of

The Scientist Logo
Receive full access to more than 35 years of archives, as well as TS Digest, digital editions of The Scientist, feature stories, and much more!
Already a member? Login Here

Related Topics

Meet the Author

Share
Image of a man in a laboratory looking frustrated with his failed experiment.
February 2026

A Stubborn Gene, a Failed Experiment, and a New Path

When experiments refuse to cooperate, you try again and again. For Rafael Najmanovich, the setbacks ultimately pushed him in a new direction.

View this Issue
Human-Relevant In Vitro Models Enable Predictive Drug Discovery

Advancing Drug Discovery with Complex Human In Vitro Models

Stemcell Technologies
Redefining Immunology Through Advanced Technologies

Redefining Immunology Through Advanced Technologies

Ensuring Regulatory Compliance in AAV Manufacturing with Analytical Ultracentrifugation

Ensuring Regulatory Compliance in AAV Manufacturing with Analytical Ultracentrifugation

Beckman Coulter logo
Conceptual multicolored vector image of cancer research, depicting various biomedical approaches to cancer therapy

Maximizing Cancer Research Model Systems

bioxcell

Products

Sino Biological Logo

Sino Biological Pioneers Life Sciences Innovation with High-Quality Bioreagents on Inside Business Today with Bill and Guiliana Rancic

Sino Biological Logo

Sino Biological Expands Research Reagent Portfolio to Support Global Nipah Virus Vaccine and Diagnostic Development

Beckman Coulter

Beckman Coulter Life Sciences Partners with Automata to Accelerate AI-Ready Laboratory Automation

Refeyn logo

Refeyn named in the Sunday Times 100 Tech list of the UK’s fastest-growing technology companies