Diversity of "cognitive style" refers to the psychological dimensions of each individual in the group for information acquisition and processing are different from one another. 

Cognitive Style Diversity

Studies show improvements in learning performances for students who take notes collaboratively. In addition, it may reduce the extraneous cognitive burden that is placed on students. A study was conducted within a flipped scientific writing course to examine the effects of collaboration on student’s levels of cognitive load. Students were divided into two groups; one where they were given instructions to collaborate and one where they gave no such instructions. The study measured the levels of collaboration and the completeness of the notes produced. 

The Effects of Collaboration On Cognitive Load.

Diversity in a group of individuals information, knowledge, representations, mental models and heuristics. It can improve problem solving, predicting and designing.

University of Michigan - Ann Arbor

The psychological and neurobiological operations by which information is processed, to build knowledge and understanding that supports decision making.

Cognition

Shared or group intelligence that emerges from the collaboration, collective efforts, and competition of many individuals. When groups of people work together, they create intelligence that cannot exist on an individual level.

Collective Intelligence

Intelligence is a complex cognitive characteristic involving the capacity to acquire and apply knowledge and skills. It enables individuals to reason, solve problems, plan, and adapt to new situations using logic, understanding, and creativity. Numerous theories have been developed to explain its nature, such as Sternberg's triarchic theory and Gardner's proposal that intelligence comprises multiple factors. Other perspectives also emphasize the significance of emotional intelligence.

Intelligence

Cognition refers to the mental process of thinking. It encompasses a wide array of mental activities, including perception, knowledge acquisition, problem-solving, judgment, language, and memory.

Cognition (Thinking)

Page, S. E. (2019). The diversity bonus: How great teams pay off in the knowledge economy. Princeton University Press.

The diversity bonus: How great teams pay off in the knowledge economy

The flow of ideas and associations that can lead to conclusions or actions

Thought

Understanding or awareness of something or the sum total of one's understanding/awareness of all things.

Knowledge

Theories and Perspectives on Cognition

Humans (and other animals) are considered cognitive misers. This is some being that conserves mental energy by simplifying the complexity of cognition. It leads to taking mental shortcuts  (heuristics) which can bias behavior.

Cognitive Misers

Humans believe that their subjective view of reality is reality. People believe that they see things as they really are and others don't.

Naive Realism

Cognitive Diversity

The different cognitive tools an individual has - the ways they can think. People have certain talents and skills.

Cognitive Repertoire

Cognitive development refers to the changes in an individual's mental processes. This domain includes the development of learning, attention, memory, language abilities, thinking, reasoning skills, and creativity.

Cognitive Development

Different perspectives, knowledge, attention, processing abilities, skills, and talents.

Cognitive Resources

A state of mind that occurs when there a person holds two or more inconsistent cognitions (i.e., ideas, attitudes, beliefs, opinions, etc.) It results in an unpleasant feeling of mental discomfort and is not the product of a physiological need. This discomfort is hypothesized to be a result of our desire find reason in the world and erase absurdity. Another way at looking at it is that it occurs when our self-justifications conflict. 

Cognitive Dissonance

A measure of analytic thinking and one's tendency to override their initial beliefs. 

Cognitive Reflection Test (CRT)

the awareness, understanding, and adjustment of one’s own thought processes 

Metacognition

Imagination refers to the capability of creating mental representations of concepts, ideas, images, sensations, perspectives, possibilities, or experiences that are not present or accessible in the immediate physical environment.

Imagination

Cognition includes the processes associated with: 
* Perception
* Knowledge
* Problem solving
* Judgment
* Language
* Memory

Components of Cognition

Social cognition refers to the ways in which individuals think about themselves and others. As a key intrapersonal topic in social psychology, it focuses on the mental processes involved in perceiving, interpreting, and remembering information about the social world.

Social Cognition

Cognition is an exceptionally complex process that serves as an essential feature of human consciousness. Despite its central role in shaping conscious awareness, many aspects of cognitive functioning occur unconsciously and are not actively experienced by the individual.

Cognition and Consciousness

Sensations and information are received by the brain, where they are filtered through emotions and memories, and then processed to become thoughts.

Information Processing of Sensations

Psychologists investigate the relationship between language and thought by questioning whether language shapes thoughts and actions, or whether thoughts and beliefs shape language.

Relationship Between Language and Thought

- Superadditive Intelligence (Wisdom of Crowds)
- Emergent Intelligence

Types of Collective Intelligence

Collective intelligence results from the collaboration of many individuals. People bring their own unique knowledge base and way of thinking. Since there are many unique individuals working together, many barriers can occur that prevent collective intelligence from reaching its full potential. One main barrier to collective intelligence is a lack of awareness of a subject. If people do not consider a subject important enough, then they would not be willing to work together to address a subject. Other main barriers can result from the education system. If the school does not address a subject enough in developing coursework, then it is likely to receive very little attention in the future. For example, the ocean has often been neglected in scheduled lessons, which has resulted in a low collective intelligence in the subject, subsequently leading to some people polluting the ocean and others unsure of how to save it. 



Barriers to Collective Intelligence

Conflict that has reached into the governmental system and involves guerrilla groups has impeded Colombia’s development, leading to a diminishing of the country’s collective intelligence and its ability to work together to address issues. The goal is to provide spaces in the city where opposing groups can resolve conflict in civil, non-violent ways and social issues can be addressed using the collective intelligence of the citizenry.

Social issues undermine collective intelligence

- Gower's Collaborative Theorem
- Collective Intelligence in Early Humans
- Collective Intelligence in the Agricultural Revolution
- Collective Intelligence in the Industrial Revolution
- Collective Intelligence in Businesses
- Collective Intelligence in Crises

Examples of Collective Intelligence

Collective Intelligence can be measured through the actions of a group and their ability to efficiently perform a variety of tasks. More specifically through a comparison of the group's ability to perform one task which is then correlated with the same group's ability to perform a variety of other tasks. 

Measurement of Collective Intelligence 

- Information Technology
- Collective Intelligence in Marine Science

Improving Collective Intelligence

Collective Intelligence References

Collective intelligence functions as superminds by encompassing groups of people and computers as cohesive entities with scientifically measurable properties.

Collective Intelligence as Superminds

Anita Woolley and their team found that groups, like individuals, possess a single statistical factor, akin to individual intelligence, which predicts their performance across various tasks. Termed collective intelligence, this group factor mirrors the concept of general intelligence found in individuals, shedding light on what makes groups effective across tasks. In initial studies, it was assessed whether collective intelligence could predict performance on tasks not included in its calculation. Groups were assigned complex tasks requiring a combination of abilities, like playing checkers against a computer or constructing structures with building blocks under specific rules. Results revealed that collective intelligence scores strongly predicted performance on these complex tasks, surpassing the predictive power of either the group members' average or maximum individual intelligence.

Collective Intelligence is a Group's General Intelligence

The word "Supermind" is defined in Collins dictionary as “a powerful combination of many individual minds.”

Thomas W. Malone in his book "Superminds" identified the following four components in the definition of Supermind:
- A Group
- Of Individuals
- Acting Together
- In Ways That Seem Intelligent

Superminds

In collective intelligence, individuals share diverse information, including qualitative and quantitative data, to enhance the group's overall knowledge. Ensuring the accuracy of this shared data—such as by combining datasets and removing incorrectly replicated information—is crucial for effective collaborative problem-solving and understanding human behavior.

Role of Data in Collective Intelligence

Which of the following is a key component of intelligence?

Cultural intelligence, also known as cultural competence, is the ability to effectively relate to and adapt to the norms and values of a different culture. This skill is particularly exemplified by how well an individual can navigate a society that prioritizes collective values over individual achievements.

Cultural Intelligence / Cultural Competence

Which of the following best illustrates the use of intelligence in a real-world scenario?

Emotional intelligence involves the capacity to comprehend the emotions of oneself and others, demonstrate empathy, interpret social relationships and cues, and manage one's own emotions to respond in culturally appropriate ways.

Emotional Intelligence

Which of the following activities is most indicative of intelligence?

Whether intelligence, especially high intelligence, comes from nature or the individual's upbringing has been a topic of interest of many scholars. Rather than these two ideas being mutually exclusive in terms of influence, it is possible that both nature and nurture play a part in one's intelligence.

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