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Populaiton is represented by what letter ?
N
Example: student populaiton (N=12,500)
What does generalizable mean
The extent to which results or conclusions based on one population can be applied to others
What is census sampling?
Sampling where all respondents in the population are selected
What is the criteria for census sampling?
-extremely expensive when it comes to time and money
-might not be able to reach certain populations (homeless/ drug dealers etc)
Describe sampling
The process of selecting observational unites (analytical units/respondents) to observe, when you cannot analyze everything or everyone
Sampling is usually a what?
A subgroup used to talk about the overall population
What is the goal of a sampling group ?
To locate patterns and trends in a small group to make an overall conclusion about a Populaiton
A sample group is represented by what letter?
n
Ex: sample students (n=50)
When is a sample representative?
When the respondents in a sample do not underrepresent or overrepresent certain groups in the population (represents everything equally)
What did literary digest do ?
Correctly predicted the presidential election in the 20s and 32'
Like the weekly magazine
What did the literary digest predict in 36'? Vs what actually happened
Predicted Alf Landon would beat franklin Roosevelt
Reality: Roosevelt won 61% to 39%, 523 to 8 electoral votes
What caused the Literary digest to finally predict wrongly?
The effects of the Great Depression from 1929 to 1939
Lotus of citizens supported Roosevelt new deal but literary digest sample was drawn from people who had telephones and cars (the WEALTHY)
What was the lesson learned from the literary digest incident?
Make sure the sample includes all of the population not just focusing on certain groups
What are the non probability sampling methods?
Convenience sampling
Quota sampling
Describe convenience sampling
Respondents selected based on who is available and willing to participate in the study
Stopping people on a street corner
What are the pros of convenience sampling ?
It is very easy to conduct
What are the cons of convenience sampling?
No guarantee that sample represents the population of interest
May not have a good group to represent EVERYBODY (is the group representative of all groups?)
Do not know if there are biased in your representing group
Describe quota sampling
Respondents selected based on known proportions of people in the population
An improvement but still not the best
What are the types of probability sampling?
Random selection
Systematic random sampling
Describe random selection
Each element (analytical unit/ respondent) has an equal chance of selection independent of any other element in the selection process
Need some other device doing the selection of people for you
Chosen at random!!!!!!!
What is the random selection process
Flipping a coin/ table of random numbers/ iPhone Siri app
Describe systematic random sampling
(Using the idea of studying cars on campus)
Go to a location
Have Siri pick a number between 1-10
Or select the 7th car parked and systematically select every 10th following car
Describe probability sampling
The GOLD standard
What does random sampling guarantee?
A sample that represents Populaiton
When would you use random sampling probability
When you want to know quantitative information
Numbers/categories
What are the cons of random sampling
It's not great when people want to know qualitative information
Peoples stories/ opinions/ beliefs
What is the goal when it comes to interviewing people?
The goal of Generalization
What can you learn from Generalizing people?
The wealth of the human experience
Learning peoples thoughts, reasons, beliefs, memories
Learning not only about one person but a lot of people
What are the types of sampling when it comes to selecting participants?
Convenience sampling
Judgement/purposive sampling
Snowball sampling
How are people selected in a convenience sample?
Selected based on who is available at that moment
How are people selected in a judgement/purposive sample?
Selected based on goals or objectives wanting to learn about
Wanna know how to get rich..? Interview wealthy people
How are people selected in a snowball sample?
People get referred to by another participant
One criminal refers you to another criminal to interview for research
Downside: can fall into a feedback loop
When do we know when to stop interviewing on certain topics?
When saturation occurs
Describe saturation in connection to interviewing people
Identified the major talking points
Go to interview new people but continue to hear the same ideas or opinions
Some people are going to say the same thing that another person may have said.
Interviewing people over and over and not retrieving new insight
What kind of questions should interviewers be asking the person?
Open ended questions!!!! -> WHY HOW WHAT
Ex: which types of crimes do you worry about (leaving the person with a lot of room to build)
Do not know the answer the person will give us (not a yes or no situation)
Allows the person to speak freely and in their own words, while also allowing the interviewer to be able to ask follow up questions (probe)
What type of questions should be avoided in an interview?
Closed ended questions .... How often ? Yes/no?
Allows for only specific responses . Constraining the responses and interview
Ex: how many times have you used the food pantry on campus
Have you ever smoked weed
(The response and topic will die fast)
What are the three types of interviewing?
Structured
Semi structured
Unstructured
Describe structured interviewing
Like a survey format-> each question on the paper will be the same when given out to everyone participating
Categories/ numbers
Participants answer questions on their own
Describe the interview schedule for a structured interview
Questions prepared ahead of time and answers prepared ahead of time
Does not deviate from questions or order they are asked
Describe a semi structured interview schedule
A list of question prepared ahead of time
Include probe -> (follow up questions)
Can ask additional questions
Can ask questions out of order or even go off track during interview
Describe an unstructured interview schedule
List of general topics to discuss
Who, what, where, when, why
Might not ask the same questions twice
May change topic during a current one if a new topic would arise randomly
What's the downside of an instructed interview
Might be hard to compare interviews if each person is being asked different questions or the convoluted shifts differently
What type of interview do journalist typically do ?
Unstructured interviewing
How do you conduct an interview?
Find someone to interview and have a conversation with them
Want them to open up during it so you must be mindful
Youve got your questions
Interviews have a what?
Beginning middle and end
Interviewing is like a what?
A Job
What goes into having your questions for an interview?
The ways to ask the questions
It is not a natural process to conduct an interview (must read the room to know how to structure or form trust)
Figure out how to say things to get someone to open up or trust
What are the steps in conducting interviews
Introduce the study
Guidepost/turn signals
Describe introducing the study when it comes to the interviewing step
Explain what the study is about
Give a general description of the flow/organization of the interview questions
Mentioned topics that will be covered during interview and the steps in the process of the interview
Describe Guidepost/turn signals when it comes to the interviewing step
Phrases to let respondent know where you're at or when done with one topic and moving onto another
"Now I have some questions about your neighborhood"
Describe rapport in relation to conducting an interview?
Actions taken by the researcher to make participants trust the researcher and get them to share their truths
"I dont work for FBI"
Describe what redirection is in relation to conducting an interview
Bringing respondents back to a topic after they have gone off on a tangent
Why should we steer people back on topic?
Cost interview time
Time to transcribe
Info you dont need or aren't looking for
What are some tricks to get people to talk
Start with warm up questions
Play dumb
Invent/share opinions and ask them to respond
Devils advocate
Call them out respectfully
What is the "devils advocate"?
You: how do you cheat on your taxes?
Them: I never cheat
You: everyone cheats on their taxes, maybe you just dont remember
How do you conduct interviews by recording interviews?
Use an audio recording device
Ask for permission to record
Technical difficulties
Spot check audio files soon after interview
Describe important information when it comes to using an audio recording device?
Concentrate on having good conversation and not taking notes
Word for word quotes
Describe important information when it comes to asking permission to record during an interview
Turn off recorder if they ask you too
Recreate details in notes
Describe technical difficulties that can occur during recording interviews
Batteries die
Poor recordings (background noise)
Corrupted audio file
Describe when to spot check audio files after an interview
Beginning middle and end
How do you transcribe interviews?
Transcribe interviews word for word
Reduce speed
Rewind
1 hour interview= 5-6 hour transcription
(Ok to drop filler words "um, uh, like")
Pros to transcribing interviews from speech to text
Transcribe fast
Cons to transcribing interviews from speech to text
Don't get to relive interviews
Miss out on new thoughts
Accent difficulties
Paywall
Reliability is not necessarily about being what?
Not necessarily about being correct
Reliability is about what?
It's about being stable and predictable
How consistently the same operation yields the same results
When would a high reliability be present
When the relevant measure or method reveals similar information no matter how many times it is applied to collect or code data, as long as the basic conditions are the same
Validity is about what?
About being correct
What is validity not about?
Not about be stable or predictable
A high validity measure is about what?
About getting to the heart of the concept being measured
Is the operation accurately capturing something in the real world?
When looking at a bullseye (goal is get as close as possible to the innermost part of the overall circle) 3 arrows & 5 circles :
Person one- hits 1 arrow on the innermost circle (1), hits 2nd arrow in the 2nd circle, hits 3rd arrow in the 2nd circle
This represents what?
Validity (valid)
All hit right next to the intended destination but in different locations (so it lacks reliability)
When looking at a bullseye (goal is to get as close as possible to the innermost part of the overall circle) given 3 arrows & 5 circles:
Person 2: 1st arrow lands on the 4th circle, 2nd arrow lands right next to the 1st arrow in the 4th circle, 3rd arrow lands right next to both 2nd &1st arrow in the 4th circle
This represents what?
Reliability (reliable)
All hit in the same location but not in the intended destination (so it lacks validity)
When looking at a bullseye (goal is to get as close as possible to the innermost part of the overall circle) given 3 arrows & 5 circles:
Person 3: 1st arrow hits innermost (1), 2nd arrow hits next to 1st arrow in the innermost circle (1), 3rd arrow hits next to both 1st & 2nd arrow in the innermost circle (1)
This is a good representation of what?
Validity AND Reliability
Both valid and reliable
All hit the intended destination
Reliability and validity are what?
Are independently important standards for evaluating
Do not affect eachother -> look at them separately in a situation
Reliability and validity are much more common in what type of data?
Quantitative data
Using greater number of participants in a study may lead to what in terms of reliability and validity?
Higher validity and lower reliability
What are two major ideas to keep in mind while interviewing?
Validity and reliability
Describe what validity is
The State of being true, how much can you depend on the answer that is given, to be an accurate measurement of what you are trying to capture
Describe reliability
Predictable/ can de depend on getting the same response again in the future (consistent)
Ability to get the same response from that person or another person if you asked them a 2nd time.
Is this persons answer going to be similar to the public's answer to the same question?? If so it would have high reliability
We can rely on getting the same information from everyone else
Are you guaranteed to have both reliability and validity?
No
Describe the types of validity and reliability relationships that can occur
Higher validity -> lower reliability
Higher validity-> higher reliability
Lower validity-> lower reliability
Lower validity-> higher reliability
What is our goal in an interview when it comes to validity and reliability
Gain reliable and validitable information to use for research purposes
How to improve/assess reliability and validity
What were the questions asked
How the interview itself was conducted
What are the common mistakes when it comes to asking questions that lead away from gaining reliability and validity
Avoid jargon
Avoid double barreled questions
Avoid double negative questions
Avoid leading questions
describe the jargon
Specialized language/words
No "social stratification" or "deterrence"
How can Jaron affect reliability
Some people may be able to understand it and others may not
How can jargon affect validity
By a power dynamic affront how they may respond
What is a double barreled question
Asking two questions at once
Questions that require responding to multiple parts
How can double barreled questions affect reliability
May answer one question more than the other
How can double barreled questions affect validity
Sacrifice depth to answer one of the other (or both)
What are double negative questions
Questions / statements with two negatively phrased words or ideas
"What shouldn't UPD not do to improve safety on campus"
How can double negative questions affect reliability
May answer positive or negative version of question
How can double negative questions affect validity
Power dynamic
What are leading questions
Questions that lead respondent to give a certain answer
"People working at acme corporation love their jobs. How do you feel about your job here?"
How can leading questions affect reliability
People say what they think they should say
How can leading questions affect validity
People won't say what they actually think
Describe social desirability
How much do you love your family?
How remorseful are you of your crime?
What is your economic status-> people are going to say they are middle class when in reality everyone cant be middle class
What society expects people to mutually agree on or feel about certain things
How do you fix social desirability
Rapport-> prove to participant that you wont judge their honest response and that you can be trusted
What were the questions asked: probe question
Follow up questions to original questions
Why
How do you know that is true
Can you give me an example
What are the pros to debating interview validity
Real human connection
Can probe- ask follow up questions
Truthfulness
Body language, eye contact, tone of voice
Answer in vague or evading
What are the cons to debating interview validity
Surface level comments