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74 Cards in this Set

  • Front
  • Back
What does every firm want to know about their potential customers?
Who are potential buyers, what's their willingness to pay, what features do they value, what do they like in competitors, position? promotion? pricing? sales? distribution? market segments?
What is a Type I error?
an error when teh wrong action is taken (accept hypothesis incorrectly). most forecasts overestimate demand, eternal optimism.
What is a Type II error?
When the right action is NOT taken.
What is the Nielson Perspective?
That the audience is all powerful, audience preference dictates what media companies satisfy.
What is the political economy and critical studies perspective?
That media is all powerful.
What is psycho physiology testing?
Testing physical reactions. such as Heart Rate (HR) analysis, Electrodermal Activity (EDA), Facial Electromyography (EMG), Respiratory sinus arrhythmia irregularity, electroencephalographic Activity (EEG)
What are analytical and statistical ways to measure demand?
- statistical inference
- econometric modeling
- conjoint analysis
- diffusion model
Who was Paul Lazarsfeld and what did he do?
mathematician from australia, central figure in the growth of empirical social science. Imtegrated market research with psychological analysis. infered stats from watching people.
How do you calculate percent watching in statistical inference?
phat = x/n

phae = sample proportion
n = sample size
x= positive response
How do you calculate probability of sampling error?
p - phat +- e

phat = audience share in sample
p = audience share in population
e = margin of error
What has an effect on margin of error?
only the sample size
does a sample have a smaller or larger margin of error with a larger sample size?
smaller
Are income effects and age noticeable in demand for live entertainment?
no, but when older people attend more opera.
Is there a difference in coefficient for price between males and females?
negative for males, but positive for females
How does general economy affect advertising?
Strong correlation in Germany, Spain, Finland, and Italy, Moderate in UK an dFrance, Low in Japan
What media sector is most affected by GDP?
Print. there is a 15% decline for 1% decline of GDP, on average. in us, lower effect of GDP, only 5.5% of newspapers, 2.5% of magazines.
What are computer models for film predictive success?
MOtion Picture Intelligencer (MIP)
- MOVIEMOD (survery date from focus groups or, data from ticket sales of previous films of similar genre or same stars. In dutch application, revenues increased 50% and final ticket sales were within 5% of moviemod preditions)
- several others
What is the biggest problem with Econometric Demand Estimation?
Date is often insufficient or unreliable
- Need to assumea specific mathematical model for relationship between price and sale, If specification is incorrect, the results will be incorrect, predicting the future requires assumption that behavior is like the past
- often there are econometric problems (serial correlation, multicollinearity, homoscedasticity, lags, exogeneity)
- results (are they statistically significant? conclusion justified? can one claim causality stable over time, for forescasting?
What is conjoint analysis?
when you disaggregate a product the value given for each attribute by customers. Researcher asks respondent to make choices between levels of two product attributes. There are cmoputer packages (ACA, Adaptive conjoint analysis) that generate an optimal set of trade-off questions and interprets results.
What kind of curve does adoption of product usually follow?
S-curve, Infancy grows sloly, rapid growth grows quickly, maturation slows, and old age, plateaus
What is the problem with the diffusion approach?
THere are too many differentiating variables to make comparisons among products have a strong predictive value.
what is comb analysis?
a technique for comparing purchase criteria with opinion of producer
What is the delphi survey?
created in 1950s by RAND to reach expert consensus by experts on a certain topic. Combines quantitative and qualitative data, gropu process of 15-20 respondents selected form expertise and experience. Round 1) questions iwth answers 1-10, Next rounds provided participants with info on how gropu rated sam eitem, statistical feedback on rating, summation of comments, then asked to answer questions again
Is metering about technology or money?
Money.
What is HUT, ratings,and share?
households using tv, ratings, and market share
what are gross ratings points, reach (CUME), and frequency?
rating point = 1 % of potential audience, GRP = sum of ratings over a time period, cume = # of viewers or listeners per week of a channel, viewers counted once per week, useful for cable channels or tv stations
what is AQH?
average quarter home audience, average audiences for major time preriods of the day, shows how many people reached over a week
what is AF of exposure?
used to calculate how many times an ad must be played so teh average listener will hear it, for example, 3 times. Average Frequency.
How do you calculate AF?
AF = AWH x Nmber of spots per week/CUME

Number of spots per week =
{(AF x CUME)/AWH}
What does CPM stand for?
Cost per Thousand
What are Quads?
Tool used by TV networks to study viewing behavior.
what 2 factors are taken into account for quads?
Tuning length/episode (program's "holding power")
frequency of viewing (Loyalty) to program
What is a Q rating and how is it measured?
performer rated on how well she is liked. It is ratio of Favorite score to Familiar score. "Familiarity" is how many viewers recognized, "favorite" is the favorite.
How are film measured?
Collects box office attendance adn reports to media every week.
How do sites measure internet audiences?
site level, ad level, user level. (self reporting, although there can be overcounting, repeat visitors not unique views, click-through software, though inflated click ratings can come from creating fake clicks, robot hits, and major abuses of pay-per-click, tv sampling).
How do you measure newspaper circulation?
ABC specifies that a paper must be sold for at least 50% of its normal price to be counted as paid circulation. (however, some newspapers false report).
what are four demand experiments?
1) test marketing
2) uncontrolled studies
3) controlled studies
4) lab experiments
What are the biggest technical tools for measuring demand?
- internet connectivity for media consumption
- Local People Meters
- Measurement Software
- Cookies
- RFID
- Watermarks and ID
Is it harder or easier to do demand research today? why?
Harder because rapid change environment, fragmented audiences, and much greater choice/shorter attention spans.
Is there strong link to behavioral models and analysis?
No, not really.
How do film box office's model their analytics?
Studios estimate film's revenes based on previews, the performance of previous movies into the same genre, with teh same talent, similar characters, etc.
- models based on life-cycle of similar movies
What are some characteristics of S-shaped curves?
Helps to illustrate and predict how a new product will be accepted by population
- with different parameters, different S-shapes occur,
- One has to determine from early data what the parameters are, for a projection of the rest of hte S-curve
What are some different way to get data?
personal interviews, mall interviews, phone and mail surveys, focus groups
what are the biggest problems with personal surveys?
- PEOPLE WILL LIE
- about income
- taste
actual viewing
- people will not remember accurately
- "interviewer effect"
- age, gender, attractiveness, pronunciation, intonation
- futile to ask customers what they would pay for a product
- direct questioning makes consumers typically state a lower price than they would actually pay (bargaining behavior), or a higher price to please the interviewer
what sector uses mail solicitations most?
New magazine concepts.
What are 2 types of focus groups?
1) production previews: to help managers and filmmakers fine-tune the movie
2) marketing previews: to study the audience's reactions to completed films adn assess marketing strategy
What is an Audience perception Analyzer?
Linked to Software and hardware taht registers the responses and their intensity.
What is Comb Analysis?
A technique for comparins purchase cretiaria (most important reasons for product selection) with opinion of hte producer.
To measure early tv audiences, what was a common way used?
Diary system,which is the traditional Nielson methodologoy, especially for local TV markets.
What is the problem wtih teh diary system ?
Opportunity for samples to lie, difficult with channel surfing.
What is the nielson people meter?
A meter that rests on top of every TV in a Nielsen household and each family member has an assigned number.
What is the difference between Nielsen's Local People Meter (LPM) and Arbitron's Passive People Meter (PPM)?
Nielson's is channel based, arbitron's is program based. Arbitron is more accurate wtih multiple tv sets in household/out of household usage, but requires user to wear it. Also, PPM is more expensive but can be used for radio, TV, cable, and others. Identifies audio and TV content through active codes embedded in the program itself and in commercial messages. Search engines identify programs and advertisements watched.
What does teh PPM help do?
Enables real time reports on watching/listening, can meter broadcast, DBS, PVR, digital cable, and radio use.
What are some alternate ways to monitor tv watching?
Set Topbox (STB) and TiVo.
Why would the use of set-topbox of cable or satellite tv be helpful?
- would increase sample size to hundreds of thousands per market.
Why was STB unpopular and not used by cable companies originally?
people felt monitpred/watched
Is STB techonlogy still in use?
yes, it's coming back. media research agencies use aggregated stb data acquired from cable operators to provide a second by second by second analysis of viewing habits.
can cell phones be used for media measurement?
Yes, using specially adapted cell phones to measure consumer tv and music behavior
provider: Integrated Media Measurement INC
In 1990, how much was each ratings point worth?
approximately 140 mil a year.
What are some effects of LPMs?
Fox TV network and others complained that LPM undercounts minority viewer cities.
- Don't Count Us Out, a group funded by News Corp, generated political pressures in Washington and DC on Nielson
What is the definition of HUT?
The percentage of all television households in a survey area with one or more sets in use during a specific time period. The sum of the average ratings for a given time period will sometimes be higher than the HUT number because of households viewing multiple programs at the same time
How do you calculate rating?
Specific channel households/total tv households
How do you calculate Share?
specific channel households/HUT
How do you calculate HUT?
Households using tv/total tv households
how is reach calculated?
specific channel households/total tv households
How do you calculated AF?
GRP/Reach
How is user level measurement taken?
Drawn from TV audience sampling model, large panel of randomly selected users, software meter on user's PC measures behavior, meter reads teh URL in the browser and forwards data to reb-rating company
What are problems with user-centric measurements?
disadvantages to smaller sites which may get only a few hits and may be ignored or undercounted
- poor site diagnostics
In which industires is producer self-reporting most often used?
newspapers, magazines. Each media company sends reports on circulation, ad sales, and other relevant info to a central unit.
Who counts circulation?
Audit Bureau of Circulation (ABC), formed in 1914 to audit and verify circulation, before ABC, advertisers had to face boasts about sales, led to overprinting and dmping, advertisers and ad agencies create ABC to sort the mess.
How to ABC work?
Twice a year, ABC makes each magazine and newspaper member to submit statement about their circulation known as a Publisher's Statement.
Problems with counting circulation?
How do you count bulk copies to hotels, businesses, hospitals? how steep can discounts be?
HOw do controlled studies of actual purchases work?
Generate price variation while holding other variables constant, like ads.
Are instore purchase experiments cheap or expensive?
expensive. cost is high bc each factor studied requires teh inclusion of more stores as control. Charging lower prices can become too costly an expenditure on large items such as TVs and computers.