Instrumental values are preferred ways of behaving, such as being honest, logical, ambitious or broad-minded, that serve as means to deeper ends. Terminal values are those ends, such as happiness or an exciting life. Psychologist Milton Rokeach drew the distinction and in 1973 built the Rokeach Value Survey, which asks people to rank 18 values of each kind.
How it works
Where you see it today
AI researchers framed the goal of a general-purpose assistant as being helpful, honest and harmless (Askell et al., 2021). These read like instrumental values: ways of behaving, in service of the harder-to-define goal of being aligned with human values.
Constitutional AI (Bai et al., 2022) trains a model using a written list of rules or principles, with AI feedback in place of human labels for harmful outputs. It is an explicit, ranked set of behaviours, much like a value survey for a machine.
Amazon publishes its Leadership Principles, such as Customer Obsession and Ownership, and says it uses them every day when discussing ideas and solving problems. They are instrumental values: rules for conduct meant to serve the company’s goals.
AI assistants show a familiar clash: a model eager to be helpful may agree with a user instead of correcting them. This is usually called sycophancy, a failure of honesty and the same trade-off people face between politeness and candour.
Instrumental values vs related ideas
How to use it
- Separate your team's values into conduct (instrumental) and outcomes (terminal); most value statements mix them.
- Rank the instrumental values so people know which wins when two conflict.
- Turn each one into an observable behaviour you can hire, review and promote against.
- When you configure an AI assistant, state its behavioural rules and their order explicitly.
- Check whether your incentives reward the stated values or quietly reward their opposite.
Training an AI model is now partly an exercise in writing down instrumental values and ranking them. The Business Engineer looks at how post-training turns those choices into product behaviour, and why the economics of that training shape which values get reinforced.
Read: The Economics of Reinforcement Learning →Explore the platform →Related: Maslow's hierarchy of needs · Goodhart's law · Corporate culture · Ethical leadership · Carl Rogers theory
Frequently asked questions
What are instrumental values?
Preferred ways of behaving, such as honesty, ambition or responsibility, that serve as means to deeper goals.
What is the difference between instrumental and terminal values?
Instrumental values describe how we act; terminal values describe the end states we want to reach, such as happiness or freedom.
Who created the Rokeach Value Survey?
Psychologist Milton Rokeach, in 1973; it asks people to rank 18 terminal and 18 instrumental values.
How do instrumental values apply to AI?
AI developers specify behaviours such as helpfulness and honesty, sometimes as a written set of principles, and train models to follow them.
Sources
- Sage Encyclopedia of Career Development: Rokeach Values Survey
- Askell et al. (2021), A General Language Assistant as a Laboratory for Alignment
- Bai et al. (2022), Constitutional AI: Harmlessness from AI Feedback
- Amazon: Leadership Principles
The full guide
The complete explainer, cleaned up and reformatted for mobile.
Instrumental values, also known as means values, refer to the beliefs and principles that guide individuals in their actions and behavior. These values are considered instrumental because they serve as a means to achieve certain desirable ends or outcomes. In other words, instrumental values dictate how individuals should conduct themselves to attain their goals and fulfill their intrinsic or extrinsic needs.
Distinguishing Between Instrumental and Terminal Values
- It’s important to distinguish between instrumental values and terminal values. Terminal values represent the ultimate goals or desired end-states that individuals aspire to achieve, whereas instrumental values pertain to the means or methods employed to reach those goals.
Example
- If someone values “honesty” (instrumental value), they may view it as a means to achieve the terminal value of “integrity” or “trustworthiness.”
Significance of Instrumental Values
Instrumental values play a pivotal role in shaping human behavior, interactions, and decision-making in various ways:
1. Guiding Principles
- Instrumental values serve as guiding principles that help individuals determine the appropriate course of action in different situations. They provide a framework for ethical and moral behavior.
2. Conflict Resolution
- When individuals encounter conflicts or dilemmas, instrumental values can help them make decisions that are consistent with their personal beliefs and principles. They act as a compass for resolving ethical or moral conflicts.
3. Social Cohesion
- Shared instrumental values within a society or community contribute to social cohesion and harmony. When individuals collectively uphold values such as “respect” and “cooperation,” it fosters a positive and cooperative social environment.
4. Personal Development
- Instrumental values play a role in personal development. They guide individuals in their quest for self-improvement and becoming better versions of themselves.
5. Leadership and Management
- In leadership and management roles, instrumental values influence decision-making and how leaders interact with their teams. Leaders who prioritize values such as “communication” and “empathy” are likely to create more positive work environments.
Examples of Instrumental Values
Instrumental values encompass a wide range of beliefs and principles. Here are some common examples:
1. Honesty
- Being truthful and transparent in communication and actions.
2. Respect
- Treating others with consideration, dignity, and courtesy.
3. Integrity
- Upholding moral and ethical principles, even when faced with challenges.
4. Empathy
- Understanding and sharing the feelings and perspectives of others.
5. Responsibility
- Taking ownership of one’s actions and obligations.
6. Cooperation
- Working collaboratively with others to achieve common goals.
7. Accountability
- Acknowledging and accepting the consequences of one’s actions.
8. Courage
- Facing challenges and difficulties with bravery and determination.
9. Adaptability
- Being open to change and flexible in response to evolving circumstances.
10. Patience
- Demonstrating tolerance and perseverance, especially in challenging situations.
11. Communication
- Effectively conveying ideas, thoughts, and information to others.
12. Ambition
- Setting and pursuing ambitious goals and objectives.
13. Empowerment
- Encouraging and enabling others to achieve their full potential.
14. Tolerance
- Accepting and respecting diverse perspectives, beliefs, and cultures.
15. Gratitude
- Recognizing and expressing appreciation for the kindness and support of others.
How Instrumental Values Shape Behavior
Instrumental values influence behavior in several ways:
1. Decision-Making
- When individuals face choices or dilemmas, instrumental values guide them in making decisions that align with their beliefs and principles. For example, a person who values “honesty” is more likely to choose the truthful option in a situation.
- In situations where conflicts arise, individuals rely on their instrumental values to navigate the conflict and seek resolutions that uphold their principles. Values like “empathy” and “communication” can facilitate constructive conflict resolution.
3. Relationships
- Instrumental values impact how individuals build and maintain relationships. People who prioritize values such as “respect” and “cooperation” tend to form healthier and more positive connections with others.
4. Leadership and Management
- Leaders and managers often exemplify instrumental values in their actions and decisions. Leaders who value “responsibility” and “accountability” set examples for their teams and foster a culture of accountability within their organizations.
5. Personal Growth
- Individuals use instrumental values as a framework for personal growth and development. They work on cultivating values like “ambition” and “adaptability” to achieve their goals and overcome challenges.
6. Ethical Behavior
- Instrumental values are closely linked to ethical behavior. They guide individuals in making ethical choices and behaving in ways that align with moral principles.
Challenges in Upholding Instrumental Values
While instrumental values are integral to ethical and moral behavior, individuals may face challenges in consistently upholding these values:
1. Conflicting Values
- In some situations, individuals may encounter conflicts between their instrumental values. For example, the value of “honesty” may clash with the value of “loyalty” when revealing a colleague’s wrongdoing.
2. External Pressures
- External pressures, such as workplace demands or societal expectations, can sometimes lead individuals to compromise their instrumental values in favor of expediency.
3. Moral Dilemmas
- Moral dilemmas can test an individual’s commitment to instrumental values. In situations where there is no clear “right” choice, individuals may struggle to make decisions that align with their values.
4. Cultural Differences
- Cultural norms and values can differ significantly, leading to challenges in understanding and respecting the instrumental values of individuals from diverse backgrounds.
Conclusion
Instrumental values are an essential aspect of human behavior and decision-making. These values serve as guiding principles that influence how individuals interact with others, make choices, and navigate life’s challenges. Instrumental values play a significant role in shaping ethical behavior, fostering positive relationships, and contributing to social cohesion within communities and societies.
While individuals may face challenges in consistently upholding their instrumental values, recognizing their importance and striving to align actions with these values can lead to more ethical, meaningful, and fulfilling lives. By understanding the significance of instrumental values and their impact on behavior, individuals can navigate complex ethical dilemmas, build stronger relationships, and contribute to a more just and harmonious society.
Key Highlights
- Definition: Instrumental values are means to achieve desirable ends or outcomes, guiding individuals in conducting themselves to fulfill their intrinsic or extrinsic needs.
- Differentiation from Terminal Values: Terminal values represent ultimate goals, while instrumental values pertain to the means used to achieve those goals.
- Significance:
- Serve as guiding principles for ethical behavior and moral conduct.
- Assist in conflict resolution by providing a framework for decision-making.
- Contribute to social cohesion when shared within a community.
- Facilitate personal development and self-improvement.
- Influence leadership styles and organizational culture.
- Examples of Instrumental Values: Include honesty, respect, integrity, empathy, responsibility, cooperation, accountability, courage, adaptability, patience, communication, ambition, empowerment, tolerance, and gratitude.
- Impact on Behavior:
- Guides decision-making in alignment with personal beliefs and principles.
- Influences conflict resolution by promoting constructive approaches.
- Shapes relationships by fostering healthier and more positive connections.
- Demonstrates ethical behavior and moral conduct.
- Encourages personal growth and development.
- Challenges in Upholding Instrumental Values:
- Conflicting values in certain situations.
- External pressures such as workplace demands.
- Moral dilemmas without clear right or wrong choices.
- Cultural differences leading to varying interpretations of values.
- Conclusion: Recognizing the importance of instrumental values and striving to align actions with these values can lead to more ethical, meaningful, and fulfilling lives, contributing to a just and harmonious society.










