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Mathematical Models of Social Behavior

Description: Mathematical Models of Social Behavior Quiz
Number of Questions: 15
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Tags: mathematical psychology social behavior modeling
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Which of the following is a fundamental assumption of rational choice theory?

  1. Individuals are always rational and make optimal decisions.

  2. Individuals have perfect information about all available options.

  3. Individuals are always selfish and act in their own best interest.

  4. Individuals' preferences are transitive and complete.


Correct Option: D
Explanation:

Rational choice theory assumes that individuals have transitive and complete preferences, meaning that they can rank all available options and that their preferences are consistent.

What is the main idea behind game theory?

  1. To analyze strategic interactions between rational decision-makers.

  2. To predict the behavior of individuals in social situations.

  3. To develop mathematical models of social networks.

  4. To study the emergence of cooperation and conflict in social systems.


Correct Option: A
Explanation:

Game theory is a branch of mathematics that studies strategic interactions between rational decision-makers. It is used to analyze a wide range of social phenomena, including cooperation, conflict, bargaining, and voting.

Which of the following is a key concept in social network analysis?

  1. Degree centrality

  2. Clustering coefficient

  3. Eigenvector centrality

  4. Betweenness centrality


Correct Option: A
Explanation:

Degree centrality is a measure of the number of connections a node has in a social network. It is one of the most basic and widely used measures of centrality in social network analysis.

What is the fundamental principle of social exchange theory?

  1. Individuals engage in social interactions to maximize their rewards and minimize their costs.

  2. Individuals are motivated by a desire for social approval and acceptance.

  3. Individuals are driven by a need for power and control.

  4. Individuals seek to maintain a balance between their contributions and rewards in social relationships.


Correct Option: A
Explanation:

Social exchange theory proposes that individuals engage in social interactions to maximize their rewards and minimize their costs. This principle is based on the idea that individuals are rational actors who seek to optimize their outcomes in social situations.

Which of the following is a common method for modeling social contagion?

  1. Diffusion models

  2. Epidemic models

  3. Agent-based models

  4. Game theory models


Correct Option: A
Explanation:

Diffusion models are commonly used to model social contagion. These models describe the spread of information, ideas, or behaviors through a population over time. They are based on the assumption that individuals are more likely to adopt a new behavior if they are exposed to it by multiple sources.

What is the main purpose of mathematical models in the study of social behavior?

  1. To provide precise predictions of individual and group behavior.

  2. To understand the underlying mechanisms that drive social behavior.

  3. To develop interventions to change social behavior.

  4. To test hypotheses about the causes and consequences of social behavior.


Correct Option: B
Explanation:

The primary purpose of mathematical models in the study of social behavior is to understand the underlying mechanisms that drive social behavior. These models help researchers identify the factors that influence individual and group behavior and how these factors interact to produce complex social phenomena.

Which of the following is a key assumption of prospect theory?

  1. Individuals are risk-averse in the domain of gains and risk-seeking in the domain of losses.

  2. Individuals evaluate outcomes relative to a reference point rather than in absolute terms.

  3. Individuals are more sensitive to losses than to gains.

  4. Individuals' preferences are transitive and complete.


Correct Option: B
Explanation:

Prospect theory is a behavioral economics theory that describes how individuals make decisions under risk. One of its key assumptions is that individuals evaluate outcomes relative to a reference point rather than in absolute terms. This means that the value of an outcome depends on whether it is perceived as a gain or a loss relative to the reference point.

What is the fundamental principle of social identity theory?

  1. Individuals derive a sense of self from their membership in social groups.

  2. Individuals are motivated to maintain a positive self-image.

  3. Individuals seek to maximize their social status.

  4. Individuals are driven by a need for social approval and acceptance.


Correct Option: A
Explanation:

Social identity theory proposes that individuals derive a sense of self from their membership in social groups. This sense of self is based on the values, norms, and beliefs of the group, and it influences individuals' attitudes, behaviors, and self-perceptions.

Which of the following is a common method for modeling collective behavior?

  1. Agent-based models

  2. Game theory models

  3. Diffusion models

  4. Social network models


Correct Option: A
Explanation:

Agent-based models are commonly used to model collective behavior. These models simulate the behavior of individual agents (e.g., people, animals, or organizations) and study how their interactions give rise to collective phenomena. Agent-based models are particularly useful for studying complex systems where the behavior of individual agents is influenced by their social environment.

What is the main idea behind reinforcement learning?

  1. Individuals learn to associate certain actions with positive or negative outcomes.

  2. Individuals learn by observing the behavior of others.

  3. Individuals learn by trial and error.

  4. Individuals learn by being explicitly taught.


Correct Option: A
Explanation:

Reinforcement learning is a type of machine learning in which an agent learns to associate certain actions with positive or negative outcomes. The agent receives feedback on its actions in the form of rewards or punishments, and it adjusts its behavior accordingly. Reinforcement learning is used in a wide range of applications, including robotics, game playing, and economics.

Which of the following is a key concept in the theory of planned behavior?

  1. Attitude

  2. Subjective norm

  3. Perceived behavioral control

  4. Intention


Correct Option: D
Explanation:

Intention is a key concept in the theory of planned behavior. Intention refers to an individual's conscious plan to perform a specific behavior. It is influenced by an individual's attitude toward the behavior, their subjective norm (i.e., their perception of what others think they should do), and their perceived behavioral control (i.e., their belief in their ability to perform the behavior).

What is the fundamental principle of social comparison theory?

  1. Individuals compare themselves to others to evaluate their own abilities and worth.

  2. Individuals are motivated to maintain a positive self-image.

  3. Individuals seek to maximize their social status.

  4. Individuals are driven by a need for social approval and acceptance.


Correct Option: A
Explanation:

Social comparison theory proposes that individuals compare themselves to others to evaluate their own abilities and worth. This comparison process can lead to positive or negative feelings, depending on whether individuals perceive themselves as being better or worse than others.

Which of the following is a common method for modeling social networks?

  1. Graph theory

  2. Matrix algebra

  3. Agent-based models

  4. Diffusion models


Correct Option: A
Explanation:

Graph theory is a common method for modeling social networks. In graph theory, a social network is represented as a graph, where nodes represent individuals and edges represent the relationships between them. Graph theory can be used to analyze the structure of social networks and to study the flow of information and influence through networks.

What is the main idea behind the concept of bounded rationality?

  1. Individuals have limited cognitive resources and cannot process all available information.

  2. Individuals are always rational and make optimal decisions.

  3. Individuals are motivated by a desire for social approval and acceptance.

  4. Individuals seek to maximize their social status.


Correct Option: A
Explanation:

Bounded rationality is the idea that individuals have limited cognitive resources and cannot process all available information. This means that individuals often make decisions based on incomplete or imperfect information and that they may not always make the optimal choice.

Which of the following is a key concept in the theory of social exchange?

  1. Rewards

  2. Costs

  3. Comparison level

  4. Comparison level for alternatives


Correct Option: C
Explanation:

Comparison level is a key concept in the theory of social exchange. Comparison level refers to an individual's expectation of what they should receive in a social exchange. This expectation is based on their past experiences, their current situation, and their perception of what others are receiving in similar exchanges.

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