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1.1 Introduction and When Is Science Relevant: Difference between revisions

From Sense & Sensibility & Science
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{{Todo|Fill out the learning goals and definitions.}}
{{Cover|1.1 Introduction and When Is Science Relevant}}
{{Todo|Add links in learning goals.}}
Scientific expertise is essential in public decision making, but how should it be integrated with the diverse values in a society? We distinguish between facts and values and provoke a discussion on democracy vs. epistocracy as systems for making societal decisions.
{{Todo|Write the "context" for how this lesson connects with others.}}
== The Lesson in Context ==
{{Todo|Edit previous lesson to see if there's any setup for this lesson that needs to be in the "During Class" or "After Class" section of the last.}}
<!-- Always begin section with a description of this lesson in relation to the course as a whole. -->
{{Todo|Fill out the lesson content.}}
As the first topic of the course, this lesson sets the tone by teaching the importance of science in society and political decision making. Specifically, societal decision making in a well-functioning society incorporates factual knowledge offered by scientific expertise with values judgments made by the wider public. We allude to processes for decision making that incorporate facts and values that will be taught near the end of the semester.
{{Todo|Fill out or delete anything with "[...]" remaining.}}
<!-- Expandable section relating this lesson to other lessons. -->
 
{{Expand|Relation to Other Lessons|
== Learning Goals ==
'''Later Lessons'''
 
{{ContextLesson|5.1 False Positives and Negatives}}
[Link to PlayPosit]
{{ContextRelation|In any detection problem, such as in smoke detectors or medical diagnosis, it is not sufficient to obtain a measurement value from an instrument. The decision of where to place the threshold for detection depends on a values judgment of the severity of the consequence of a false (non)-detection.}}
 
{{ContextLesson|13.1 Denver Bullet Study}}
[Link to instructional video]
{{ContextRelation|Denver Bullet Study method incorporates facts and values by splitting the decision making process into two parts. Factual evaluation is done by relevant experts, while the prioritizing of values is done independently by the general public.}}
 
{{ContextLesson|13.2 Deliberative Polling}}
More details: [link to topic on SSS website]
{{ContextRelation|Deliberative polling incorporates facts and values by providing a neutral and factual briefing document as well as opinions by relevant experts, while letting participants from the general public deliberate with each other in groups.}}
 
}}
== Takeaways ==
<tabber>
|-|Learning Goals=
After this lesson, students should
After this lesson, students should
# [What they should understand, feel, learn, etc.]
<!-- Learning goals are written as a numbered list. -->
 
# Recognize the need to distinguish facts from values in political and everyday decision-making.
=== Definitions ===
# Realize that social and behavioral aspects of the world can be approached scientifically and, therefore, have relevant experts.
 
# Understand that scientific expertise has utility for political decision-making.
* '''Term'''
{{BoxCaution|Sometimes people think political decision-making is entirely a matter of values and opinions. However, an evidence-based scientific understanding can inform us about which policies are likely to have which outcomes. Sometimes politicians disagree not only about values, but also about facts. Scientific expertise, when the system is working effectively, can help arbitrate some of these disputes over fact, though not those over value.}}<br />
*: Explanation.
|-|Definitions=
 
<!-- Definitions must be written with the Definition and Subdefinition templates. The first Definition should have the "first=yes" flag at the end. -->
=== Examples ===
{{Definition|Facts|Claims about the objective truth of reality. Everything that is the case. What is, descriptively, including spatial relations, causal relations, attributes of objects, etc.|first=yes}}
 
{{Definition|Values|What is of value, important, of worth. Oughts, shoulds, etcs.}}
* [item 1]
{{BoxCaution|Students tend to be familiar with the distinction between facts and values. The commonest misconception is the idea that there are no facts about values. A result from a survey about values can be a matter of fact, even if its interpretation is likely to be influenced by value. A simpler example: A person's love of ice cream may be a value they have, but that they love ice cream is a fact about them.}}
 
{{Definition|Democracy|A system of government wherein a society's citizens all have input into policies.}}
=== Common Misconceptions ===
{{Definition|Epistocracy|A system of government wherein a particular subset of a society—privileged by their education or other markers of expertise—decides policies.}}
 
<br />
* ''Mistaken quote''
|-|Examples=
*: Explanation.
{{Example
 
|Claim of Value
== Context ==
|"Ice cream is delicious!" is a claim of value.}}
 
{{Example
[Explanation of how the current topic into the larger context of the course by explaining how the previous topic(s) relate to the current topic and leaving cliffhangers for future topics where relevant throughout the lesson]
|Claim of Fact About a Value
 
|"I love ice cream." is a claim of fact ''about'' a value.}}
=== Before ===
{{Example
 
|Political Disagreement
: '''[[X.X Lesson Name]]'''
|Many politicians disagree not only on values and opinions, ''but also about facts''. Scientific expertise (when the system is working effectively) can help arbitrate some of these disputes over fact, though not those over value.}}
:: Explanation.
{{Exemplary
:* Itemized explanation.
|{{Blockquote|But the efficacy of wearing a bicycle helmet is a simple factual question that we should be able to get an answer for.}}
 
{{Blockquote|It was embarrassing to discover how often my choice in the grocery store was determined by something irrelevant to the actual contents of the item.}}
=== After ===
{{Blockquote|I think the best system is some combination of democracy and epistocracy. We sort of have a version of that in California, because politicians get experts to advise them and the citizens all get to vote for propositions. But the best system, I think, would be mostly epistocratic about issues where most of the disagreement is over fact, because experts are best at figuring out what the real facts are. For example, scientists are best at figuring out how bad climate change is likely to be, and economists and psychologists can help change people's behavior while physicists and engineers develop better technologies to reduce climate change. But when it comes to issues where most of the disagreement is about values, like who should pay for the new technologies, then maybe democracy makes more sense, to give everyone a voice and make sure our policies fit the values of our society as a whole. But even for that, facts are relevant, like how taxes on cars or gas will affect the rest of the economy. So I guess since the facts and values get tangled up together, we usually need to combine democratic and epistocratic elements. It's a hard question.}}
 
}}
: '''[[X.X Lesson Name]]'''
|-|Expanded Learning Goals=
:: Explanation.
After this lesson, students should
:* Itemized explanation.
# Attitudes
 
## Recognize the need to distinguish facts from values in political and everyday decision-making.
== Recommended Outline ==
### When the attitude is relevant and useful:
 
#### When policies are not made because people believe they disagree about values, but really disagree about facts.
=== Before Class ===
#### When policies are not made because people believe they disagree about facts, but really disagree about values.
 
#### When a better understanding of facts vs. values is needed to communicate with someone who disagrees with you.
* [Any essential logistical things that need to be done for this class]
#### When reading the news or listening to a lecture and values are presented as facts.
* Prepare a seating chart.
### When the attitude is likely to come up easily and naturally:
* Review PlayPosit and discussion questions and ask faculty, Gabriel, or Emlen any questions you have.
#### In everyday conversations with colleagues, family, and friends.
* (Optional) Prepare a presentation.
### When the attitude tends to be missing:
 
#### Situations in which two people debating a topic feel there is no mutual understanding between them.
=== During Class ===
# Concept Acquisition
 
## '''Facts vs. Values:'''
* (5 min) Come up with some fun way to assign the roles of spokesperson and notetaker (e.g. earliest birthday in the year, lives furthest from campus). Remind them of the responsibilities of these roles.
### Facts: Objectively true claims about reality. Everything that is the case. What is, descriptively, including spatial relations, causal relations, attributes of objects, etc.
* ([#] min) [Description of some module from [[#Lesson Content]]]
### Values: What is of value, important, of worth. Oughts, shoulds, etc.
* (5 min) Collect questions for plenary.
## '''Democracy vs. Epistocracy:'''
 
### Democracy: A system wherein a society's citizens have more or less equal input into policies.
=== After Class ===
### Epistocracy: A system wherein a particular subset of a society—privileged by their education or other markers of expertise—decides policies.
 
## '''Scientific expertise has utility for political decision-making.'''
* [Any essential logistical things that need to be done as followup for this class]
## '''Social and behavioral aspects of the world can be approached scientifically and, therefore, have relevant experts.'''
* Collect answers from notetakers for the forum / plenary.
# Concept Application
 
## '''Facts vs. Values'''
== Lesson Content ==
### Distinguish between facts and values in public debates and everyday decision-making.
 
### Identify ways in which facts and values are intertwined in public debates and everyday decision-making.
=== Clicker Question ===
### Recognize when values determine which facts are viewed as relevant.
 
### Use the distinction between facts and values to identify appropriate source(s) of authority in decision-making.
# Question {{Answer|Correct answer.|small=right}}
### Justify when it is appropriate for everyone to have a vote.
## First option
### Justify when it is appropriate for science to have a role in democratic decision-making, and explain what that role should be.
## Second option
## '''Democracy vs. Epistocracy'''
## Third option
### Explain the arguments for each.
## Fourth option
### Describe the tension between the claims of the two.
 
### Appeal to scientific expertise (including in the social and behavioral sciences) for political decision-making.
=== Ice Breakers ===
### Identify democratic and epistocratic aspects of real governments.
 
</tabber>
The purpose of this activity is to encourage students to turn their cameras on, get comfortable speaking with each other, and start to build a sense of camaraderie and community. The first ice breaker can be done in the whole class, and then one in small groups. You can switch out for different ice breakers if you have one you prefer.
{{#restricted:{{Private:1.1 Introduction and When Is Science Relevant}}}}
 
{{NavCard|chapter=Lesson plans|text=All lesson plans|prev=Lesson plans|next=1.2 Shared Reality and Modeling}}
==== Instructions ====
[[Category:Lesson plans]]
 
# (10 min) Ice breaker for class: Name, major, one interesting thing you learned or experienced recently.
# (10 min) Small groups
## Ice breaker: Two truths and a lie
## Choose roles for the first two weeks: spokesperson, notetaker, jester {{Caution|The students can find descriptions of each role in the class syllabus.|small=right}}
 
=== Activity 1: Name ===
 
[Brief description of and motivation for the activity]
{{Caution|Common misconceptions and any useful tricks, tips, guidelines, or other background}}
 
==== Instructions ====
 
==== Discussion Questions ====
 
# Question 1
## Subquestion a {{Caution|Possible misconception that may need to be corrected and clarified.|small=right}}
##: {{Answer|Intended answer to the above question.}}
## Subquestion b
 
== Collect Questions for Plenary ==
 
(5 min) Collect remaining questions from the students for faculty in plenary (can be questions for clarification, extension, discussion, etc.), and add [ here].
 
<includeonly>[[Category:Lesson plans]]</includeonly>
 
== Changemaker ==
 
{{Changemaker|Consider the Ladder of Inference. Why is it integral to distinguish between fact and value? Where do both of these fall on the Ladder and what role does the reflexive loop have? If you need a quick refresher on the Ladder of Inference, go here: https://thesystemsthinker.com/the-ladder-of-inference/ }}

Latest revision as of 22:01, 11 June 2026

Scientific expertise is essential in public decision making, but how should it be integrated with the diverse values in a society? We distinguish between facts and values and provoke a discussion on democracy vs. epistocracy as systems for making societal decisions.

The Lesson in Context

As the first topic of the course, this lesson sets the tone by teaching the importance of science in society and political decision making. Specifically, societal decision making in a well-functioning society incorporates factual knowledge offered by scientific expertise with values judgments made by the wider public. We allude to processes for decision making that incorporate facts and values that will be taught near the end of the semester.

Later Lessons

5.1 False Positives and Negatives
  • In any detection problem, such as in smoke detectors or medical diagnosis, it is not sufficient to obtain a measurement value from an instrument. The decision of where to place the threshold for detection depends on a values judgment of the severity of the consequence of a false (non)-detection.
13.1 Denver Bullet Study
  • Denver Bullet Study method incorporates facts and values by splitting the decision making process into two parts. Factual evaluation is done by relevant experts, while the prioritizing of values is done independently by the general public.
13.2 Deliberative Polling
  • Deliberative polling incorporates facts and values by providing a neutral and factual briefing document as well as opinions by relevant experts, while letting participants from the general public deliberate with each other in groups.

Takeaways

After this lesson, students should

  1. Recognize the need to distinguish facts from values in political and everyday decision-making.
  2. Realize that social and behavioral aspects of the world can be approached scientifically and, therefore, have relevant experts.
  3. Understand that scientific expertise has utility for political decision-making.

Sometimes people think political decision-making is entirely a matter of values and opinions. However, an evidence-based scientific understanding can inform us about which policies are likely to have which outcomes. Sometimes politicians disagree not only about values, but also about facts. Scientific expertise, when the system is working effectively, can help arbitrate some of these disputes over fact, though not those over value.


Facts

Claims about the objective truth of reality. Everything that is the case. What is, descriptively, including spatial relations, causal relations, attributes of objects, etc.

Values

What is of value, important, of worth. Oughts, shoulds, etcs.

Students tend to be familiar with the distinction between facts and values. The commonest misconception is the idea that there are no facts about values. A result from a survey about values can be a matter of fact, even if its interpretation is likely to be influenced by value. A simpler example: A person's love of ice cream may be a value they have, but that they love ice cream is a fact about them.

Democracy

A system of government wherein a society's citizens all have input into policies.

Epistocracy

A system of government wherein a particular subset of a society—privileged by their education or other markers of expertise—decides policies.


Claim of Value

"Ice cream is delicious!" is a claim of value.

Claim of Fact About a Value

"I love ice cream." is a claim of fact about a value.

Political Disagreement

Many politicians disagree not only on values and opinions, but also about facts. Scientific expertise (when the system is working effectively) can help arbitrate some of these disputes over fact, though not those over value.

Exemplary Quotes

But the efficacy of wearing a bicycle helmet is a simple factual question that we should be able to get an answer for.

It was embarrassing to discover how often my choice in the grocery store was determined by something irrelevant to the actual contents of the item.

I think the best system is some combination of democracy and epistocracy. We sort of have a version of that in California, because politicians get experts to advise them and the citizens all get to vote for propositions. But the best system, I think, would be mostly epistocratic about issues where most of the disagreement is over fact, because experts are best at figuring out what the real facts are. For example, scientists are best at figuring out how bad climate change is likely to be, and economists and psychologists can help change people's behavior while physicists and engineers develop better technologies to reduce climate change. But when it comes to issues where most of the disagreement is about values, like who should pay for the new technologies, then maybe democracy makes more sense, to give everyone a voice and make sure our policies fit the values of our society as a whole. But even for that, facts are relevant, like how taxes on cars or gas will affect the rest of the economy. So I guess since the facts and values get tangled up together, we usually need to combine democratic and epistocratic elements. It's a hard question.

After this lesson, students should

  1. Attitudes
    1. Recognize the need to distinguish facts from values in political and everyday decision-making.
      1. When the attitude is relevant and useful:
        1. When policies are not made because people believe they disagree about values, but really disagree about facts.
        2. When policies are not made because people believe they disagree about facts, but really disagree about values.
        3. When a better understanding of facts vs. values is needed to communicate with someone who disagrees with you.
        4. When reading the news or listening to a lecture and values are presented as facts.
      2. When the attitude is likely to come up easily and naturally:
        1. In everyday conversations with colleagues, family, and friends.
      3. When the attitude tends to be missing:
        1. Situations in which two people debating a topic feel there is no mutual understanding between them.
  2. Concept Acquisition
    1. Facts vs. Values:
      1. Facts: Objectively true claims about reality. Everything that is the case. What is, descriptively, including spatial relations, causal relations, attributes of objects, etc.
      2. Values: What is of value, important, of worth. Oughts, shoulds, etc.
    2. Democracy vs. Epistocracy:
      1. Democracy: A system wherein a society's citizens have more or less equal input into policies.
      2. Epistocracy: A system wherein a particular subset of a society—privileged by their education or other markers of expertise—decides policies.
    3. Scientific expertise has utility for political decision-making.
    4. Social and behavioral aspects of the world can be approached scientifically and, therefore, have relevant experts.
  3. Concept Application
    1. Facts vs. Values
      1. Distinguish between facts and values in public debates and everyday decision-making.
      2. Identify ways in which facts and values are intertwined in public debates and everyday decision-making.
      3. Recognize when values determine which facts are viewed as relevant.
      4. Use the distinction between facts and values to identify appropriate source(s) of authority in decision-making.
      5. Justify when it is appropriate for everyone to have a vote.
      6. Justify when it is appropriate for science to have a role in democratic decision-making, and explain what that role should be.
    2. Democracy vs. Epistocracy
      1. Explain the arguments for each.
      2. Describe the tension between the claims of the two.
      3. Appeal to scientific expertise (including in the social and behavioral sciences) for political decision-making.
      4. Identify democratic and epistocratic aspects of real governments.

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