Misc
50 Cognitive Biases in the Modern World
50 Cognitive Biases in the Modern World
Cognitive biases are widely accepted as something that makes us human.
Every day, systematic errors in our thought process impact the way we live and work. But in a world where everything we do is changing rapidly—from the way we store information to the way we watch TV—what really classifies as rational thinking?
It’s a question with no right or wrong answer, but to help us decide for ourselves, today’s infographic from TitleMax lists 50 cognitive biases that we may want to become privy to.
In the name of self-awareness, here’s a closer look at three recently discovered biases that we are most prone to exhibiting in the modern world.
Automation Bias
AI-infused applications are becoming incredibly good at “personalizing” our content, but will there come a time when we let algorithms make all of our decisions?
Automation bias refers to the tendency to favor the suggestions of automated systems.
Take Netflix, for example. Everything we see on the platform is the result of algorithms—even the preview images that are generated. Then, to harness the power of data and machine learning, Netflix categorizes its content into tens of thousands of micro-genres. Pairing these genre tags with a viewer’s history allows them to assign several of over 2,000 “taste profiles” to each user.
And while there’s nothing wrong with allowing Netflix to guide what we watch, there’s an enormous sea of content standing by. Estimates from 2015 claimed it would take nearly four years to watch all of Netflix’s content. Thousands more hours of content have since been added.
If we want to counter this cognitive bias, finding a new favorite series on platforms like Netflix may require some good old-fashioned human curiosity.
The Google Effect
Also known as “digital amnesia”, the aptly named Google Effect describes our tendency to forget information that can be easily accessed online.
First described in 2011 by Betsy Sparrow (Columbia University) and her colleagues, their paper described the results of several memory experiments involving technology.
In one experiment, participants typed trivia statements into a computer and were later asked to recall them. Half believed the statements were saved, and half believed the statements were erased. The results were significant: participants who assumed they could look up their statements did not make much effort to remember them.
Because search engines are continually available to us, we may often be in a state of not feeling we need to encode the information internally. When we need it, we will look it up.
– Sparrow B, et al. Science 333, 777 (2011)
Our modern brains appear to be re-prioritizing the information we hold onto. Notably, the study doesn’t suggest we’re becoming less intelligent—our ability to learn offline remains the same.
The IKEA Effect
Identified in 2011 by Michael Norton (Harvard Business School) and his colleagues, this cognitive bias refers to our tendency to attach a higher value to things we help create.
Combining the Ikea Effect with other related traits, such as our willingness to pay a premium for customization, is a strategy employed by companies seeking to increase the intrinsic value that we attach to their products.
For instance, American retailer Build-A-Bear Workshop is anchored around creating a highly interactive customer experience. With the help of staff, children (or adults) can assemble their stuffed animals from scratch, then add clothing and accessories at extra cost.
Nike also incorporates this bias into its offering. The footwear company offers a Nike By You line of customizable products, where customers pay a premium to design bespoke shoes with an extensive online configurator.
While there’s nothing necessarily wrong with our susceptibility to the Ikea Effect, understanding its significance may help us make more appropriate decisions as consumers.
What Can We Do?
As we navigate an increasingly complex world, it’s natural for us to unconsciously adopt new patterns of behavior.
Becoming aware of our cognitive biases, and their implications, can help us stay on the right course.
Demographics
Mapped: The World’s Minority Indigenous Peoples
This map by shows the population distribution of the roughly 476 million minority Indigenous groups around the world.

Mapped: The World’s Minority Indigenous Peoples
Humanity has spread to almost every corner of Earth, and while some peoples have continued to move, others have grown roots in one region.
Generally the term indigenous peoples refers to social or cultural groups with strong ancestral ties to their land of origin. Many times these are tied to ethnicity and still live in their land of origin, but some have been displaced, diluted, or become minorities in their lands.
This map by Bhabna Banerjee uses data from the Indigenous World 2022 report to show the population distribution of the roughly 476 million minority Indigenous groups around the world. When 2022 data was unavailable, the latest available data was used.
Methodology: Indigenous vs. Minority Indigenous
Before diving in, it’s important to note that this map looks at minority Indigenous peoples as defined by the United Nations. This refers to groups of people who are not in a dominant position in their respective countries, or have a history of oppression or displacement by settlers.
Because of this, ethnic groups like the Han people in China, the Turks in Turkey, or the Scots in Scotland were not included in the dataset.
On the flip side, groups like Greenland’s Inuit were included, because of their long history of colonial control as well as Danish influence.
Indigenous Minority Populations Worldwide
Of all the countries included in the report, China has the highest number of minority Indigenous, with an estimated population of 125.3 million.
It’s worth noting that the Chinese government does not officially acknowledge the existence of Indigenous peoples. However, they do recognize 55 different ethnic minority groups across the nation, including the Zhuang, Mongolians, and the Hui.
Country | Minority Indigenous Population | Year of Data |
---|---|---|
China | 125,332,335 | 2022 |
India | 104,000,000 | 2022 |
Indonesia | 60,000,000 | 2022 |
Pakistan | 35,000,000 | 2010 |
Mexico | 16,933,283 | 2022 |
Ethiopia | 16,500,000 | 2022 |
Myanmmar | 14,400,000 | 2010 |
Vietnam | 14,100,000 | 2022 |
Algeria | 12,000,000 | 2022 |
Nepal | 10,872,000 | 2022 |
Morocoo | 10,000,000 | 2022 |
Phillippines | 10,000,000 | 2022 |
Kenya | 9,650,000 | 2021 |
Bolivia | 7,000,000 | 2013 |
United States | 6,600,000 | 2022 |
Guatemala | 6,500,000 | 2022 |
Thailand | 6,100,000 | 2022 |
Malaysia | 4,683,000 | 2022 |
Peru | 4,000,000 | 2022 |
Laos | 3,500,000 | 2022 |
Niger | 2,690,000 | 2022 |
Namibia | 2,678,191 | 2022 |
Chile | 2,185,792 | 2022 |
Colombia | 1,905,617 | 2022 |
Canada | 1,673,785 | 2022 |
Iran | 1,617,000 | 2021 |
Bangladesh | 1,586,141 | 2022 |
Japan | 1,400,000 | 2021 |
Mali | 1,200,000 | 2016 |
Uganda | 1,138,239 | 2022 |
Ecuador | 1,100,000 | 2022 |
Cameroon | 1,044,300 | 2022 |
Libya | 1,000,000 | 2022 |
Tunisia | 1,000,000 | 2022 |
Argentina | 955,032 | 2022 |
Brazil | 896,900 | 2022 |
Venzuela | 896,000 | 2022 |
Australia | 881,600 | 2022 |
New Zealand | 775,500 | 2022 |
DRC | 700,000 | 2022 |
Nicaragua | 612,000 | 2022 |
SouthAfrica | 590,000 | 2022 |
Taiwan | 580,758 | 2022 |
Tanzania | 524,246 | 2022 |
Panama | 417,559 | 2022 |
Israel | 300,000 | 2022 |
Russia | 260,000 | 2022 |
Cambodia | 250,000 | 2022 |
French Polynesia | 222,400 | 2022 |
Paraguay | 122,461 | 2022 |
Costa Rica | 104,143 | 2022 |
Guyana | 78,500 | 2022 |
Burundi | 78,071 | 2022 |
Iraq | 78,000 | 2007 |
Botswana | 73,100 | 2022 |
Greenland | 56,523 | 2022 |
Norway | 50,000 | 2021 |
Rep. of Congo | 43,378 | 2022 |
CAR | 39,299 | 2022 |
Jordan | 27,000 | 2021 |
Rwanda | 25,000 | 2022 |
Angola | 24,300 | 2022 |
Suriname | 20,344 | 2022 |
Sweden | 20,000 | 2021 |
Gabon | 16,162 | 2020 |
French Guiana | 10,000 | 2022 |
Finland | 8000 | 2021 |
Zimbabwe | 4533 | 2022 |
Sri Lanka | 1229 | 2012 |
After China, India has the second largest Indigenous populations, with over 700 officially recognized ethnic groups. Many of these ethnic minorities are concentrated in the north-eastern region of India, from Rajasthan to West Bengal.
While different countries and territories have varying numbers of Indigenous peoples, one thing remains consistent across the board—on average, the world’s minority Indigenous populations typically face greater economic and social challenges than their non-Indigenous (or non-minority) counterparts.
Disadvantages Faced by Indigenous Peoples
Research by the UN’s International Labour Organization (ILO) found that, while minority Indigenous peoples make up only 6% of the world’s total population, they account for nearly 20% of the world’s extreme poor.
In addition, Indigenous peoples also have much lower average life expectancies than non-Indigenous people, according to a report by the United Nations.
Some countries and governments around the world are starting to implement laws and policies to support and recognize Indigenous communities, but there’s still work to be done.
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