Nature | News

Psychologists fail to replicate well-known behaviour linked to learning

Numerous failed attempts to replicate the 'blocking effect' cast doubt on its scope.

Corrected:

Article tools

Rights & Permissions

Sovfoto/UIG via Getty Images

Pavlov watches an experiment with one of his dogs in 1934.

Physiologist Ivan Pavlov conditioned dogs to associate food with the sound of a buzzer, which left them salivating. Decades later, researchers discovered such training appears to block efforts to teach the animals to link other stimuli to the same reward. Dogs trained to expect food when a buzzer sounds can then be conditioned to salivate when they are exposed to the noise and a flash of light simultaneously. But light alone will not cue them to drool.

This ‘blocking effect’ is well-known in psychology, but new research suggests that the concept might not be so simple. Psychologists in Belgium failed to replicate the effect in 15 independent experiments, they report this month in the Journal of Experimental Psychology1.

“For a long time, you tend to think, ‘It’s me’ — I’m doing something wrong, or messing up the experiment,’” says lead author Tom Beckers, a psychologist at the Catholic University of Leuven (KU Leuven) in Belgium. But after his student, co-author Elisa Maes, also could not replicate the blocking effect, and the team failed again in experiments in other labs, Beckers realized that “it can’t just be us”.

The scientists do not claim that the blocking effect is not real, or that previous observations of it are wrong. Instead, Beckers thinks that psychologists do not yet know enough about the precise conditions under which it applies.

Old science, new tricks?

The blocking effect underpins the idea that surprising or unexpected experiences drive learning. A dog being trained to associate a sound with the arrival of food will at first find that noise novel — reinforcing the notion that sound equals kibble. Once that link is made, any attempt to link another stimulus to the delivery of food will seem redundant, and fail. Studies of the brain’s dopamine system seem to confirm this idea: the levels of dopamine — a chemical that signals pleasure — surge higher after an unexpected reward than an expected one.

But the latest study suggests that the process of learning might be more complicated than scientists had realized. The research is part of a broader push in the social sciences to test the reliability of published results — an effort that has led some researchers to suggest there is a ‘replication crisis’ afoot, because many results that seem solid cannot be reproduced. Last year, for example, a team led by Brian Nosek, a social psychologist who directs the Center for Open Science in Charlottesville, Virginia, sought to replicate the published findings of 98 psychology papers; 61% of their attempts failed to do so.

Nosek says that if the latest findings on the blocking effect are confirmed by further research, that could help scientists to better understand how learning happens.

In their experiments, Beckers and his colleagues tested different types of sensory stimuli, ways of delivering food pellets and species of rats and mice. The team also used different researchers to conduct each experiment. In every case, they failed to observe a statistically significant blocking effect.

“It’s remarkable that a team of researchers is able to publish so many null results,” says Eric-Jan Wagenmakers, a psychologist at the University of Amsterdam. “This would have been impossible 10 years ago.“

Questions remain

Nevertheless, the analysis has limitations. Many of the replication experiments have small samples, with only eight animals. Some also used mice, which don’t react as predictably as rats. Aspects of the experimental design could explain why the team did not observe the blocking effect, says David Shanks, a psychologist at University College London.

One way to investigate further, he says, would be to 'pre-register' a multi-lab project to examine the blocking effect. Pre-registration would require the study's organizers to record their methods, and the outcomes they plan to measure, before they start experiments — and pledge to publish their results, no matter what they find. This would allow different groups of scientists, including strong proponents of the blocking effect, to run standardized experiments on the phenomenon.

“It’s nice that there’s a replication debate that isn’t about people hurling insults at each other,” says Shanks. “There’s actually some intellectual substance to it.”

Journal name:
Nature
DOI:
doi:10.1038/nature.2016.20659

Corrections

Corrected:

An earlier version of this story erroneously gave the date of the photo as 1904.

References

  1. Maes, E. et al. J. Exp. Psych. 145, e49e71 (2016).

For the best commenting experience, please login or register as a user and agree to our Community Guidelines. You will be re-directed back to this page where you will see comments updating in real-time and have the ability to recommend comments to other users.

Comments for this thread are now closed.

Comments

2 comments Subscribe to comments

  1. Avatar for Jenny Merit
    Jenny Merit
    Thank you for the engaging article. Learning from a typical response whether it be pleasurable or driven by more unexpected events is quite fascinating and seems intuitive to many. We all recognize that further study should occur in the coming years. If possible I prefer to share this pmp certification atlanta to you.
  2. Avatar for Mary Louis
    Mary Louis
    Thank you for sharing this article. Interesting how learning theories from decades ago can still be studied and project efforts to replicate them are attempted sometimes successfully and other times not. It seems quite reasonable to expect a pledge to publish results. This has been an issue I have read about in other fields such as health care and medical research projects. By the way, I would like to share this PMP Boston.

    </dd>
sign up to Nature briefing

What matters in science — and why — free in your inbox every weekday.

Sign up

Listen

new-pod-red

Nature Podcast

Our award-winning show features highlights from the week's edition of Nature, interviews with the people behind the science, and in-depth commentary and analysis from journalists around the world.