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85 Cards in this Set

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What are methods of estimating reliability?

Test-Retest, Stability, Alternate forms of equivalence, internal consistency

Operational Definition

Specifies what the researcher must do to measure the concept under investigation

Face Validity

Something looks as if it is valid. You look at a multiplication test and it looks like its testing you on multiplication

Content Validity

measure represents all facets of a given construct. need to reflect knowledge

what questions are good for introductory

questions that dont ask much about the person.age zip code etc

3 questions when developing questionnaire

open ended questions :answer in your own words.

Fixed-alternative: gives specific responses.

Filter questions: getting unqualified people out before asking more specified questions.

Quantitative vs Qualitative

Qualitative used when you can discover what question to ask and more depth. Quantitative is numerically assessed

what is in a discussion guide?

written introductory comments to tell the group about outlines of topics and questions. Welcome and intros first, broad icebreaker, questions become more specific as time goes on, finally debriefing statement

physical trace evidence

someones garbage, wear and tear on a book

simple dichotomy

division in two parts

funnel technique

asking general questions before specific ones to obtain unbiased responses

Data must be....

relevant, be quality information, be timely, be complete

Response latency

takes you a long time to decide between pepsi and coke, you probably don’t care.

3 types of bias and what they are

acquiescence bias (you agree with everything), extremity bias (always going to extremes or never going), and interviewer bias (who the interviewer is and how they frame the questions)

what is marketing research

Systematic & objective process of generating information

basic research

academic, research labs, conducted without a specific decision in mine.

applied research

Business, going out into the field used to address a specific marketing decision. BOTH use scientific method

Marketing mix and what market research looks at in each step

Product testing – formulas, packaging, names positioning




Promotions - advertising, coupons, promotions, sampling




Pricing- determine perceived value, price, coupons




Distribution – sales rep relationship, delivery

exploratory research

Clarify ambiguous information. NOT intended to provide conclusive evidence to determine action. Initial research to clarify/define nature of problem. Why are you using our product?. Usually qualitative to define problem. Diagnosis situation, creates hypothesis. Focus groups, experience surveys, case studies, secondary data analysis.

descriptive research

What is your age, gender Who,what,when,where,how, but not why. Helps target advertising/estimate market potential/examine subgroup differences

causal research

New formula, want to see how well it does (experiment) Explores cause & effect relationship among variables. The researcher typically knows a lot about the problem at this point

stages of the research process

Problem discovery & definition,


Research design,


Sampling,


Data gathering,


Data tabulation,


processing & analysis


Report/presentation Includes conclusions, implications, next steps

stages of problem discovery

1. Ascertain objectives (of decision maker)


2. Do “situation analysis”/background


3. Isolate/identify likely causes of problem (may do exploratory research)


4. Determine unit of analysis


5. Determine relevant variables -discrete/categorical, or -continuous


6. State research hypotheses/objectives

what is in a research proposal

Purpose, Research design, Sample, Data gathering/location/dates, Data processing and analyses, Report preparation, Costs/Time Schedule (Date of delivery)

Psuedo research

push-pull:calling you house during election time

screening questionnaire

what makes you qualify for survey/focus group etc.

reliability

The degree to which measures are free from random error and therefore yield consistent results. Consistent and stable. You can be reliable but not valid. Example : step on a scale and It gives you a different answer every time.

validity

can’t ask students questions about henry the 8th because those are not valid questions. The ability of a scale to measure what was intended to be measured. Concurrent, predictive. Step on a scale and it gives you your IQ instead of you weight

can an open ended question be in a quantitative survey

IGEN

leading question

makes respondent feel they have to go a certain way “would you be against guns if there was a violent person in your house trying to hurt your family?”

loaded question

Most people feel that $8.00 is way too much money to pay for a simple burrito. Would you pay $8.00 for a burrito?

aided question

recognition (pictures, names listed)

Unaided

recall (have to think yourself)

double barrel question

are you a leader and a reader? When should not be used?

secondary data and what its used for

gathered by outside agency Used for : fact finding (consumptions, trends), finding relationship between two variables, predicting, database marketing, data mining

pros of secondary data

fast, easy, less expensive, lots of data

cons of secondary data

commitment of money, no control over data, population may not be directly comparable, may not go towards time period of interest, differing units of measurement.

syndicated data

secondary data users subscribe to

focus group attributes

6/10 people,


gender can be mixed but not for younger people, c


offee klatch atmosphere,


Not at sponsor’s location


One way mirrors


Audio & video taping


Refreshments providedC


offee klatch” atmosphere


Working” atmosphere best


Table, not armchairs

focus group pros

Find deeper motivation, fast, easy to do, inexpensive per group, flexible, consumer language, shared feelings

focus group cons

Only 8/10 people representing entire population, cost of respondent high, group think, may not be truthful, moderator may be inexperienced.

what is the prizm test

PRIZM combines demographic, consumer behavior, and geographic data to help marketers identify, understand and reach their customers and prospects. SEGMENTS BY ZIPCODE

what is the vals test

values attitude and lifestyles test. What motivates someone

experience survey

respondents are knowledgeable : butchers and mad cow

projective techniques

TAT thematic apperception


indirect questioning


amphimorphic (?)


thematic perception


word association



nominal scale

uniquely classifieds – Sammy sosa #21. Postal code. Yes-no

ordinal scale

uniquely classifies but remains order. Your pain is a 7 out of 10. But intervals may not be equal. The difference between 7 and 10 may not be the same as the difference between 4 and 7. Level of education, ranking.

interval scale

remains order and interval are equal

Ratio scale

remains order, intervals even, 0 is constant

affective behavior

I like it. The feelings or emotions toward an object

behavioral behavior

I bought two cartons (they like it). Predisposition to action, Intentions, Behavioral expectations

cognitive behavior

its creamy, its rich. Knowledge and beliefs

when would you want an unbalance scale

kids and candy because they most likely are always happy about candy

hypothetical construct

used to describe a variable that is not directly observable, but is measurable by an indirect means such as verbal expression or overt behavior

attitude

An enduring disposition to consistently respond in a given matter

monadic scale

asks about a single concept and rates that concept “how do you feel about your new car” dissatisfied, satisfied etc.

comparative scale

asks about a single concept and has you rate against certain benchmarks “too little” “too much”

semantic differential scale

scale of 7,bipolar rating scale good on one end and bad on the other. Each answer gets a ranking. NO NUMBERS for person filling out scale.

numerical scale

7 scale. Numerical scales use numbers as response options, rather than “semantic space’ or verbal descriptions, to identify categories (response positions).

behavioral scale

7 scale no numbers the behavioral differential instrument has been developed for measuring the behavioral intentions of subjects towards any object or category of objects. “a 25 year old salesperson” I would _ _ _ _ _ _ _would not ask for advice.

likert scale

5. Five response alternatives: Example: “strongly agree”, “agree”, “uncertain”, “disagree”, and “strongly disagree”.

stapel scale

the direction and intensity of an attitude Stapel scale uses a single adjective as a substitute for the semantic differential when it is difficult to create pairs of bipolar adjectives. For example it will ask “wide selection” and you will do +3 for positive or -3 for negative etc.

paired comparison

forced choice In paired comparisons the respondents are presented with two objects at a time and asked to pick the one they prefer. as the number of items increases, the number of comparisons increases geometrically (n*(n -1)/2).

physiological measures

Pupillometry, Galvanic Skin Response (GSR), Eye tracking, Voice analysis. Makes respondent nervous!

rating vs ranking

rank beyonce and taylor swift (cant be same number) , rate beyonce and taylor swift (can be same number)

panel research

consumers who use the product and want to be involved. Can use to see change, can reference more than once.

constant sum

always 3 choices that add to 10 or 100

Dichotomous

2

ethics of researcher

Privacy/confidentiality of Ss, Non-invasive/no harm to Ss, No data changing

Researcher DONTS

No unwarranted/faulty conclusions. DON’T Elicit proposals have no intention of using, Give study to friends, Just satisfy demand for multiple bids, Phone just to get ideas, Do “pseudo-pilot” studies: “do cheap, get money for , big study later, Use information for telemarketing/direct marketing.

ERNES DICHTER

father of motivational research coined the term focus group.

problem with self select survey

biased, most likely to answer if you’re unhappy

phone survey pros

Large, representative samples/good response rate, Less costly than personal, Greater anonymity, Some rapport with interviewer, Clients can tap into

phone survey cons

Shorter than personal: 10-30 min., No visuals/samples/No complex questions, Becoming difficult to reach Ss.

CATI

computer assisted telephone interview

PROS of CATI

Questionnaire programmed on screen, Fast to download data, Minimizes interviewer errors

Cons of CATI

expensive to set up

door to door pros

Assured sample meets desired specifications Long: 1-2 hours Private Good rapportQuality feedback, can ask complex questions, and probe responses Present visuals/concepts/samples

door to door cons

No anonymity- High social desirability, Expensive, Hard to access areas, Interviewer influence Low control of field force

mail survey pros

Get hard to reach, Economical, Respondent convenience, Highly standardized, No interviewer error/ No bias, Low social desirability , Better response rate, Better sample control

mail survey cons

Minimal self selection bias, 6 pages or less, Slow, No visuals/no samples/, No complex ?’s, No changes midstream

email survey pros

Standardized Quick Easy to download data No interviewer error Good to hard to reach consumers

email survey cons

Somewhat impersonal No changes midstream Time and Cost to set up Cannot guarantee response rate

internet survey pros

Economical/ Quick Low social desirability Standardized No interviewer error Show visuals/concepts/no tasting or samples

internet survey cons

Self selection bias May not be who think Computer literate Low response rate