ScienceDaily
Your source for the latest research news
Follow Facebook Twitter LinkedIn Subscribe RSS Feeds Newsletters
New:
  • Genetic Effects of Chernobyl Radiation
  • Experimental Drug to Treat Alzheimer's
  • COVID-19 Survivors: Long-Term Effects
  • Mars Could Harbor Life Beneath Its Surface
  • Pelicans: The Wave Beneath Their Wings
  • New All-Sky Map of Milky Way's Outer Reaches
  • Were Tyrannosaurs Social Animals?
  • Little Foot: When Humans and Apes Diverged
  • Mars Helicopter: Historic First Flight
  • Entanglement-Based Quantum Network
advertisement
Follow all of ScienceDaily's latest research news and top science headlines!
Science News
from research organizations

1

2

We may be less happy, but our language isn't

Date:
January 12, 2012
Source:
University of Vermont
Summary:
Research shows that English is strongly biased toward being positive. This new study complements another study showing that average global happiness, based on Twitter data, has been dropping for the past two years. Combined, the two studies show that short-term average happiness has dropped -- against the backdrop of the long-term fundamental positivity of the English language.
Share:
FULL STORY

"If it bleeds, it leads," goes the cynical saying with television and newspaper editors. In other words, most news is bad news and the worst news gets the big story on the front page.

advertisement

So one might expect the New York Times to contain, on average, more negative and unhappy types of words -- like "war," " funeral," "cancer," "murder" -- than positive, happy ones -- like "love," "peace" and "hero."

Or take Twitter. A popular image of what people tweet about may contain a lot of complaints about bad days, worse coffee, busted relationships and lousy sitcoms. Again, it might be reasonable to guess that a giant bag containing all the words from the world's tweets -- on average -- would be more negative and unhappy than positive and happy.

But new research shows just the opposite.

"English, it turns out, is strongly biased toward being positive," said Peter Dodds, an applied mathematician at the University of Vermont.

The UVM team's study "Positivity of the English Language," is presented in the Jan. 11 issue of the journal PLoS ONE.

advertisement

Two happiness studies

This new study complements another study the same Vermont scientists presented in the Dec. 7 issue of PLoS ONE, "Temporal Patterns of Happiness and Information in a Global Social Network."

That work attracted wide media attention showing that average global happiness, based on Twitter data, has been dropping for the past two years.

Combined, the two studies show that short-term average happiness has dropped -- against the backdrop of the long-term fundamental positivity of the English language.

Universal positivity

In the new study, Dodds and his colleagues gathered billions of words from four sources: twenty years of the New York Times, the Google Books Project (with millions of titles going back to 1520), Twitter and a half-century of music lyrics.

advertisement

"The big surprise is that in each of these four sources it's the same," says Dodds. "We looked at the top 5,000 words in each, in terms of frequency, and in all of those words you see a preponderance of happier words."

Or, as they write in their study, "a positivity bias is universal," both for very common words and less common ones and across sources as diverse as tweets, lyrics and British literature.

Homo narrativus

Why is this? "It's not to say that everything is fine and happy," Dodds says. "It's just that language is social."

In contrast to traditional economic theory, which suggests people are inherently and rationally selfish, a wave of new social science and neuroscience data shows something quite different: that we are a pro-social storytelling species. As language emerged and evolved over the last million years, positive words, it seems, have been more widely and deeply engrained into our communications than negative ones.

"If you want to remain in a social contract with other people, you can't be a…," well, Dodds here used a word that is rather too negative to be fit to print -- which makes the point.

Twitter downer

This new work adds depth to the Twitter study that the Vermont scientists published in December that attracted attention from NPR, Time magazine and other media outlets.

"After that mild downer story, we can say, 'But wait -- there's still happiness in the bank," Dodds notes. "On average, there's always a net happiness to language."

Both studies drew on a service from Amazon called Mechanical Turk. On this website, the UVM researchers paid a group of volunteers to rate, from one to nine, their sense of the "happiness" -- the emotional temperature -- of the 10,222 most common words gathered from the four sources. Averaging their scores, the volunteers rated, for example, "laughter" at 8.50, "food" 7.44, "truck" 5.48, "greed" 3.06 and "terrorist" 1.30.

The Vermont team -- including Dodds, Isabel Kloumann, Chris Danforth, Kameron Harris, and Catherine Bliss -- then took these scores and applied them to the huge pools of words they collected. Unlike some other studies -- with smaller samples or that elicited strong emotional words from volunteers -- the new UVM study, based solely on frequency of use, found that "positive words strongly outnumber negative words overall."

Confirming Pollyanna

This seems to lend support to the so-called Pollyanna Principle, put forth in 1969, that argues for a universal human tendency to use positive words more often, easily and in more ways than negative words.

Of course, most people would rank some words, like "the," with the same score: a neutral 5. Other words, like "pregnancy," have a wide spread, with some people ranking it high and others low. At the top of this list of words that elicited strongly divergent feelings: "profanities, alcohol and tobacco, religion, both capitalism and socialism, sex, marriage, fast foods, climate, and cultural phenomena such as the Beatles, the iPhone, and zombies," the researchers write.

"A lot of these words -- the neutral words or ones that have big standard deviations -- gets washed out when we use them as a measure," Dodds notes. Instead, the trends he and his team have observed are driven by the bulk of English words tending to be happy.

If we think of words as atoms and sentences as molecules that combine to form a whole text, "we're looking at atoms," says Dodds. "A lot of news is bad," he says, and short-term happiness may rise and and fall like the cycles of the economy, "but the atoms of the story -- of language -- are, overall, on the positive side."

make a difference: sponsored opportunity

Story Source:

Materials provided by University of Vermont. Original written by Joshua E. Brown. Note: Content may be edited for style and length.


Journal Reference:

  1. Peter Sheridan Dodds, Kameron Decker Harris, Isabel M. Kloumann, Catherine A. Bliss, Christopher M. Danforth. Temporal Patterns of Happiness and Information in a Global Social Network: Hedonometrics and Twitter. PLoS ONE, 2011; 6 (12): e26752 DOI: 10.1371/journal.pone.0026752

Cite This Page:

  • MLA
  • APA
  • Chicago
University of Vermont. "We may be less happy, but our language isn't." ScienceDaily. ScienceDaily, 12 January 2012. <www.sciencedaily.com/releases/2012/01/120112112637.htm>.
University of Vermont. (2012, January 12). We may be less happy, but our language isn't. ScienceDaily. Retrieved April 28, 2021 from www.sciencedaily.com/releases/2012/01/120112112637.htm
University of Vermont. "We may be less happy, but our language isn't." ScienceDaily. www.sciencedaily.com/releases/2012/01/120112112637.htm (accessed April 28, 2021).

  • RELATED TOPICS
    • Mind & Brain
      • Language Acquisition
      • Literacy
      • Child Development
      • Infant and Preschool Learning
      • Social Psychology
      • Relationships
      • Learning Disorders
      • Dyslexia
advertisement

  • RELATED TERMS
    • Quality of life
    • Psycholinguistics
    • Happiness
    • Social cognition
    • Collaboration
    • Memory bias
    • Mental retardation
    • Scientific method

1

2

3

4

5
RELATED STORIES

Time to Get Real on the Power of Positive Thinking
July 7, 2020 — Positive thinking has long been extolled as the route to happiness, but it might be time to ditch the self-help books after a new study shows that realists enjoy a greater sense of long-term ...
Learning Two Languages Does Not Limit Academic Potential for Head Start Students
Nov. 8, 2017 — Not all dual-language learners are at risk academically, but as a group, these students are often labeled as such, despite differences in their English skills. A new study found as dual-language ...
Low English Skills at School Start Linked to Behavioral Difficulties
Sep. 20, 2016 — Children who enter reception with poor English language skills -- whether it's their first language or an additional language -- are more likely to have social, emotional and behavioral difficulties ...
Modeling Mood Swings: New Data Science Research Shows How We Manage Our Long-Term Happiness
Aug. 17, 2016 — Scientists have developed a smart phone app to collect large-scale data about human behavior and demonstrate how humans routinely sacrifice their short-term happiness for their long-term ...
FROM AROUND THE WEB

ScienceDaily shares links with sites in the TrendMD network and earns revenue from third-party advertisers, where indicated.
  Print   Email   Share

advertisement

1

2

3

4

5
Most Popular
this week

HEALTH & MEDICINE
Three Reasons Why COVID-19 Can Cause Silent Hypoxia
(c) (c) Ralf Geithe / AdobeAmong COVID-19 Survivors, an Increased Risk of Death, Serious Illness
(c) (c) Nastassia / AdobeExperimental Drug Shows Potential Against Alzheimer's Disease
MIND & BRAIN
(c) (c) tadamichi / AdobeWhy Our Brains Miss Opportunities to Improve Through Subtraction
(c) (c) schankz / AdobeSugar Not So Nice for Your Child's Brain Development, Study Suggests
Study Explains Potential Causes for 'Happy Hypoxia' Condition in COVID-19 Patients
LIVING & WELL
Boy or Girl? It's in the Father's Genes
Anti-Aging Compound Improves Muscle Glucose Metabolism in People
Multivitamins, Omega-3, Probiotics, Vitamin D May Lessen Risk of Positive COVID-19 Test
advertisement

Strange & Offbeat
 

HEALTH & MEDICINE
Flushing a Public Toilet? Don't Linger, Because Aerosolized Droplets Do
DNA Robots Designed in Minutes Instead of Days
With Impressive Accuracy, Dogs Can Sniff out Coronavirus
MIND & BRAIN
Mice Master Complex Thinking With a Remarkable Capacity for Abstraction
Smell You Later: Exposure to Smells in Early Infancy Can Modulate Adult Behavior
Research Reveals Why Redheads May Have Different Pain Thresholds
LIVING & WELL
Wisdom, Loneliness and Your Intestinal Multitude
People Affected by COVID-19 Are Being Nicer to Machines
Facial Recognition ID With a Twist: Smiles, Winks and Other Facial Movements for Access
SD
  • SD
    • Home Page
    • Top Science News
    • Latest News
  • Home
    • Home Page
    • Top Science News
    • Latest News
  • Health
    • View all the latest top news in the health sciences,
      or browse the topics below:
      Health & Medicine
      • Allergy
      • Alternative Medicine
      • Birth Control
      • Cancer
      • Diabetes
      • Diseases
      • Heart Disease
      • HIV and AIDS
      • Obesity
      • Stem Cells
      • ... more topics
      Mind & Brain
      • ADD and ADHD
      • Addiction
      • Alzheimer's
      • Autism
      • Depression
      • Headaches
      • Intelligence
      • Psychology
      • Relationships
      • Schizophrenia
      • ... more topics
      Living Well
      • Parenting
      • Pregnancy
      • Sexual Health
      • Skin Care
      • Men's Health
      • Women's Health
      • Nutrition
      • Diet and Weight Loss
      • Fitness
      • Healthy Aging
      • ... more topics
  • Tech
    • View all the latest top news in the physical sciences & technology,
      or browse the topics below:
      Matter & Energy
      • Aviation
      • Chemistry
      • Electronics
      • Fossil Fuels
      • Nanotechnology
      • Physics
      • Quantum Physics
      • Solar Energy
      • Technology
      • Wind Energy
      • ... more topics
      Space & Time
      • Astronomy
      • Black Holes
      • Dark Matter
      • Extrasolar Planets
      • Mars
      • Moon
      • Solar System
      • Space Telescopes
      • Stars
      • Sun
      • ... more topics
      Computers & Math
      • Artificial Intelligence
      • Communications
      • Computer Science
      • Hacking
      • Mathematics
      • Quantum Computers
      • Robotics
      • Software
      • Video Games
      • Virtual Reality
      • ... more topics
  • Enviro
    • View all the latest top news in the environmental sciences,
      or browse the topics below:
      Plants & Animals
      • Agriculture and Food
      • Animals
      • Biology
      • Biotechnology
      • Endangered Animals
      • Extinction
      • Genetically Modified
      • Microbes and More
      • New Species
      • Zoology
      • ... more topics
      Earth & Climate
      • Climate
      • Earthquakes
      • Environment
      • Geography
      • Geology
      • Global Warming
      • Hurricanes
      • Ozone Holes
      • Pollution
      • Weather
      • ... more topics
      Fossils & Ruins
      • Ancient Civilizations
      • Anthropology
      • Archaeology
      • Dinosaurs
      • Early Humans
      • Early Mammals
      • Evolution
      • Lost Treasures
      • Origin of Life
      • Paleontology
      • ... more topics
  • Society
    • View all the latest top news in the social sciences & education,
      or browse the topics below:
      Science & Society
      • Arts & Culture
      • Consumerism
      • Economics
      • Political Science
      • Privacy Issues
      • Public Health
      • Racial Disparity
      • Religion
      • Sports
      • World Development
      • ... more topics
      Business & Industry
      • Biotechnology & Bioengineering
      • Computers & Internet
      • Energy & Resources
      • Engineering
      • Medical Technology
      • Pharmaceuticals
      • Transportation
      • ... more topics
      Education & Learning
      • Animal Learning & Intelligence
      • Creativity
      • Educational Psychology
      • Educational Technology
      • Infant & Preschool Learning
      • Learning Disorders
      • STEM Education
      • ... more topics
  • Quirky
    • Top News
    • Human Quirks
    • Odd Creatures
    • Bizarre Things
    • Weird World
Free Subscriptions

Get the latest science news with ScienceDaily's free email newsletters, updated daily and weekly. Or view hourly updated newsfeeds in your RSS reader:

  • Email Newsletters
  • RSS Feeds
Follow Us

Keep up to date with the latest news from ScienceDaily via social networks:

  • Facebook
  • Twitter
  • LinkedIn
Have Feedback?

Tell us what you think of ScienceDaily -- we welcome both positive and negative comments. Have any problems using the site? Questions?

  • Leave Feedback
  • Contact Us
About This Site  |  Staff  |  Reviews  |  Contribute  |  Advertise  |  Privacy Policy  |  Editorial Policy  |  Terms of Use
Copyright 2021 ScienceDaily or by other parties, where indicated. All rights controlled by their respective owners.
Content on this website is for information only. It is not intended to provide medical or other professional advice.
Views expressed here do not necessarily reflect those of ScienceDaily, its staff, its contributors, or its partners.
Financial support for ScienceDaily comes from advertisements and referral programs, where indicated.
— CCPA: Do Not Sell My Information — — GDPR: Privacy Settings —