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Experiential reality
How I feel about being a student at Davis.
- I can feel this way because I have experienced the situation I am talking about
Experiential reality
How I feel about being a student at Davis.
- I can feel this way because I have experienced the situation I am talking about
Agreement reality
How Davis students view UCSB as a party school, but have actually never gone there.
- things we believe are true are based on a social agreement
Agreement reality
How Davis students view UCSB as a party school, but have actually never gone there.
- things we believe are true are based on a social agreement
Tradition (1st kind of agreement reality)
Beef has to be cooked in America before we eat it, but in other countries this is not the case.
- a body of knowledge that has been handed down to us
Tradition (1st kind of agreement reality)
Beef has to be cooked in America before we eat it, but in other countries this is not the case.
- a body of knowledge that has been handed down to us
Authority (2nd kind of agreement reality)
When popular athletes advertise the nutrition facts for a food brand.
- things we believe are true because of an authority figure
Authority (2nd kind of agreement reality)
When popular athletes advertise the nutrition facts for a food brand.
- things we believe are true because of an authority figure
Inaccurate Observation
- scientists create set ways of experimenting in order to overcome inaccuracy.
-Goals in science: to predict and to understand
Inaccurate Observation
- scientists create set ways of experimenting in order to overcome inaccuracy.
-Goals in science: to predict and to understand
Selective Observation
"I'll see it when I believe it"
-try to guard this by doing random sampling
- overcoming error: to make observations conscious and systematic
Selective Observation
"I'll see it when I believe it"
-try to guard this by doing random sampling
- overcoming error: to make observations conscious and systematic
Overgeneralization
stereotype
-we assume that a few similar events are evidence of a general pattern
- overcoming error: random sampling and replicating findings
Overgeneralization
stereotype
-we assume that a few similar events are evidence of a general pattern
- overcoming error: random sampling and replicating findings
Ex Post Facto Hypothesizing
You don't like your neighbor, but then you find out he does nice things to support the community. However, you still continue to find reasons not to like him.
- dismiss observations that are not consistent with our beliefs
Ex Post Facto Hypothesizing
You don't like your neighbor, but then you find out he does nice things to support the community. However, you still continue to find reasons not to like him.
- dismiss observations that are not consistent with our beliefs
Ego-Involvement in Understanding
A scientist comes up with a theory and gets it published. This is the theory that is used for years, but then a new scientist comes in and says there is a flaw in the theory. The old scientist can not accept the fact that his theory has flaws.
- how we see ourselves and how we think others perceive us
Ego-Involvement in Understanding
A scientist comes up with a theory and gets it published. This is the theory that is used for years, but then a new scientist comes in and says there is a flaw in the theory. The old scientist can not accept the fact that his theory has flaws.
- how we see ourselves and how we think others perceive us
Premature Closure of Inquiry
When people thought the world was flat, then when others started to question that the people thought it was unnecessary.
- we believe that we have a clear understanding of how something works so we dismiss other ways of thinking.
- we have already solved the problem
Premature Closure of Inquiry
When people thought the world was flat, then when others started to question that the people thought it was unnecessary.
- we believe that we have a clear understanding of how something works so we dismiss other ways of thinking.
- we have already solved the problem
Mystification
Religion, aliens, the idea of "why ask why?"
-the assignment of supernatural causes to things we can not explain.
Mystification
Religion, aliens, the idea of "why ask why?"
-the assignment of supernatural causes to things we can not explain.
3 broad purposes of research
exploration
description
explanation: idiographic or nomothetic
3 broad purposes of research
exploration
description
explanation: idiographic or nomothetic
Idiographic
Collect the reasons why I go to Davis. Explaining unique factors of a particular case. Based on specific context, individual, and case.
Idiographic
Collect the reasons why I go to Davis. Explaining unique factors of a particular case. Based on specific context, individual, and case.
Nomothetic
Collect reasons why lots of people go to Davis and create quantitative data.Explaining the major factors that shape a wide range of cases. General laws of behavior that can be applied to everyone.
Nomothetic
Collect reasons why lots of people go to Davis and create quantitative data.Explaining the major factors that shape a wide range of cases. General laws of behavior that can be applied to everyone.
Theories
can be approached two ways:
inductive
deductive
Theories
can be approached two ways:
inductive
deductive
Inductive
1. Observations
2. hypothesis
3. test your theory
You feel sick, you are at a restaurant, therefor you can conclude that you feel sick because you ate at the restaurant. Now you have to explain why this is
- this does NOT tell us why it is happening it just tell us that it is happening
-Qualitative
Inductive
1. Observations
2. hypothesis
3. test your theory
You feel sick, you are at a restaurant, therefor you can conclude that you feel sick because you ate at the restaurant. Now you have to explain why this is
- this does NOT tell us why it is happening it just tell us that it is happening
-Qualitative
Deductive (social science)
1. Theory
2. operationalization: specify the meaning of all the variables
3. operational definitions: how are you going to measure the variables
People use Facebook more at night (general) because they have more free time (specific).
- You have to have a theory in order to make a prediction
- Cause and Effect creates a reason to predict, (1st) why, (2nd) whether or not it is true
Deductive (social science)
1. Theory
2. operationalization: specify the meaning of all the variables
3. operational definitions: how are you going to measure the variables
People use Facebook more at night (general) because they have more free time (specific).
- You have to have a theory in order to make a prediction
- Cause and Effect creates a reason to predict, (1st) why, (2nd) whether or not it is true
Theories are...
- Abstractions
- Partial, no theory can describe every feature of a phenomenon
- Constructions, theories are invented by people. It does NOT make sense to to ask if a theory is true it makes sense to ask if it is useful!
Theories are...
- Abstractions
- Partial, no theory can describe every feature of a phenomenon
- Constructions, theories are invented by people. It does NOT make sense to to ask if a theory is true it makes sense to ask if it is useful!
Change of Triviality
When you study something and think it will go one way, but it ends up turning out differently.
- what is sometimes obvious is not always true.
Change of Triviality
When you study something and think it will go one way, but it ends up turning out differently.
- what is sometimes obvious is not always true.
Expectations don't deny the rule
When we say x is associated with y we don't assume the relationship is perfect we jut know there is one.
Expectations don't deny the rule
When we say x is associated with y we don't assume the relationship is perfect we jut know there is one.
Variable and Attributes
variable: car (a class of objects which can vary. You must have at least 2 attributes)
attributes: the qualities that make the cars different (the qualities which compose a variable)
Variable and Attributes
variable: car (a class of objects which can vary. You must have at least 2 attributes)
attributes: the qualities that make the cars different (the qualities which compose a variable)
Independent variable
the variable that we manipulate and this has an effect on the dependent variable
Independent variable
the variable that we manipulate and this has an effect on the dependent variable
Time demensions
cross sectional (one point in time) and longitudinal (a long period of time) studies, the time frame in which you do the study.
Time demensions
cross sectional (one point in time) and longitudinal (a long period of time) studies, the time frame in which you do the study.
Typology
we assign things into types
Typology
we assign things into types
Conceptualization
concept: cup of coffee, you have to agree on what kind of coffee you are going to study b/c everyone can have a different opinion.
by looking at a person you can not tell what they think about a cup of coffee or any other concept with out talking to the person.
Conceptualization
concept: cup of coffee, you have to agree on what kind of coffee you are going to study b/c everyone can have a different opinion.
by looking at a person you can not tell what they think about a cup of coffee or any other concept with out talking to the person.
Ethics of Research
1. research participants should be voluntary
2. no harm to the participant
3. anonymity (you don't know who you are researching and responses are completely anonymous) and confidentiality ( you know who the participants are but you wont release their information)
4. deception- researchers must disclose what they were actually studying when the experiment is over
Ethics of Research
1. research participants should be voluntary
2. no harm to the participant
3. anonymity (you don't know who you are researching and responses are completely anonymous) and confidentiality ( you know who the participants are but you wont release their information)
4. deception- researchers must disclose what they were actually studying when the experiment is over
Establishing Causality
- cause must proceed the effect
- two variables must be correlated: the variables MUST be empirically related
- must be certain their is not a third variable effecting the research
Establishing Causality
- cause must proceed the effect
- two variables must be correlated: the variables MUST be empirically related
- must be certain their is not a third variable effecting the research
Unit of analysis
social skills have a positive relation to income. researcher are interested in the social skills but they are studying the person.
- The what or who being studied
Unit of analysis
social skills have a positive relation to income. researcher are interested in the social skills but they are studying the person.
- The what or who being studied
Unit of Observation
social skills are positively related to income, studying the individual
-what am I collecting data from, what am I observing?
-Some cases it is the same as the UOA
Unit of Observation
social skills are positively related to income, studying the individual
-what am I collecting data from, what am I observing?
-Some cases it is the same as the UOA
Cross sectional research
studying one period of time
- do not compare different points in time
- this is not a good way to show cause and effect
Cross sectional research
studying one period of time
- do not compare different points in time
- this is not a good way to show cause and effect
longitudinal research
- trend studies: change over time in a population
- cohort studies: change over time in a specific sub-population. You sample from the same sub-population but it does not have to be the same people you ask every time.
- panel studies: the panel does not change. The same people are asked the same questions. Most common in experimental research.
longitudinal research
- trend studies: change over time in a population
- cohort studies: change over time in a specific sub-population. You sample from the same sub-population but it does not have to be the same people you ask every time.
- panel studies: the panel does not change. The same people are asked the same questions. Most common in experimental research.
Approximating a longitudinal design
-simple logic: something comes before something else, not cause and effect
- age comparison: looking at people who are different ages, but during the same time period. This is what causes problems in cohort studies
- recollections: tying to remember things in ways that are more positive or negative depending on how they will effect you.
Approximating a longitudinal design
-simple logic: something comes before something else, not cause and effect
- age comparison: looking at people who are different ages, but during the same time period. This is what causes problems in cohort studies
- recollections: tying to remember things in ways that are more positive or negative depending on how they will effect you.
Multi- Method Research
- not always done by the same research team
1. limitations are inherent in any method (way to get at the issue through many different findings)
2. Confidence in findings
3. Neutralization in weaknesses: combining methods negates the weakness of the other.
Multi- Method Research
- not always done by the same research team
1. limitations are inherent in any method (way to get at the issue through many different findings)
2. Confidence in findings
3. Neutralization in weaknesses: combining methods negates the weakness of the other.
Field work
As a researcher I would immerse myself into the culture I was studying.
-observations are done in a the natural setting
- qualitative analysis
- Naturalism: the study of people in their natural environment
-research method
Field work
As a researcher I would immerse myself into the culture I was studying.
-observations are done in a the natural setting
- qualitative analysis
- Naturalism: the study of people in their natural environment
-research method
Unobtrusive measurement
As a researcher I would go undercover into an environment to observe different behaviors without letting my presents effect you the environment functions.
- typically quantitative
- non reactivity: study people without effecting their behavior
- research method
Unobtrusive measurement
As a researcher I would go undercover into an environment to observe different behaviors without letting my presents effect you the environment functions.
- typically quantitative
- non reactivity: study people without effecting their behavior
- research method
Survey Research
studying the population and taking a sample of it in order to hopefully get an understanding of the whole population from the sample.
- quantitative
- generalizability: making observations about people based on a sample of smaller people
- research method
Survey Research
studying the population and taking a sample of it in order to hopefully get an understanding of the whole population from the sample.
- quantitative
- generalizability: making observations about people based on a sample of smaller people
- research method
Experimental research
manipulate the independent variable in order to create an effect on the dependent variable.
- quantitative research
- Causal Explication: helps to draw conclusions based on a cause and effect relationship
- Research method
Experimental research
manipulate the independent variable in order to create an effect on the dependent variable.
- quantitative research
- Causal Explication: helps to draw conclusions based on a cause and effect relationship
- Research method
operationalization
concept: cup of coffee, everyone has to agree on what a cup of coffee is in order to test it accurately
- assign meaning to a concept
- second step in research
operationalization
concept: cup of coffee, everyone has to agree on what a cup of coffee is in order to test it accurately
- assign meaning to a concept
- second step in research
Face- validity
people who go to religious services we could assume practice some form or religion, something that makes sense
- weakest form of validity
- something we can asses at face value
- all forms of validity has to have at least face value
Face- validity
people who go to religious services we could assume practice some form or religion, something that makes sense
- weakest form of validity
- something we can asses at face value
- all forms of validity has to have at least face value
criterion related predictive validity
-validity of a measurement based on outside criteria. Validity of college board exams (effected by the outside variable) and the ability to predict students success in college (outside variable/criteria).
criterion related predictive validity
-validity of a measurement based on outside criteria. Validity of college board exams (effected by the outside variable) and the ability to predict students success in college (outside variable/criteria).
Construct Validity
the degree to which a measure relates to other variables as expected within a system of theoretical relationships.
Construct Validity
the degree to which a measure relates to other variables as expected within a system of theoretical relationships.
Content Validity
-best way to asses content validity is before you measure
-demonstrated by argument not data
Content Validity
-best way to asses content validity is before you measure
-demonstrated by argument not data
Reliability
- It is reliable when it is applied repeatedly to the same object
- ways to test reliability: test-retest method, parallel alternative forms, internal consistency, split half method, cornbach's alpha
Reliability
- It is reliable when it is applied repeatedly to the same object
- ways to test reliability: test-retest method, parallel alternative forms, internal consistency, split half method, cornbach's alpha
Test- Retest method
looks at the stability of a measurement overtime, the test and retest should be very similar, If not you need to reassess.
-Instrumentation effect: if the first assessment will effect the second assessment than the retest method will not work
Test- Retest method
looks at the stability of a measurement overtime, the test and retest should be very similar, If not you need to reassess.
-Instrumentation effect: if the first assessment will effect the second assessment than the retest method will not work
Parallel alternative forms of reliability
there are two equivalent measures for the same construct, if the measurements are reliable then the two methods should correlate. If they correlate they are reliable.
Parallel alternative forms of reliability
there are two equivalent measures for the same construct, if the measurements are reliable then the two methods should correlate. If they correlate they are reliable.
Internal Consistency
- the most common way of assessing reliability, especially when there are multiple indicators
Internal Consistency
- the most common way of assessing reliability, especially when there are multiple indicators
Split- Half method
take a test, split the answers by odd and even if they correlate they are reliable.
Split- Half method
take a test, split the answers by odd and even if they correlate they are reliable.
Cornbach's Alpha
consider the average correlations among all of the items the score will range between 0 and 1.0
Cornbach's Alpha
consider the average correlations among all of the items the score will range between 0 and 1.0
Nominal
Topic: gender, Nominal measurement: Male and Female
-Level of measurement
- qualitative, simply naming or classifying something
Nominal
Topic: gender, Nominal measurement: Male and Female
-Level of measurement
- qualitative, simply naming or classifying something
Oridinal
Ranking democratic candidates based on how you feel about them from 1- 10
-Qualitative
-numbers being ordered
Oridinal
Ranking democratic candidates based on how you feel about them from 1- 10
-Qualitative
-numbers being ordered