Marketing research techniques Flashcards

1
Q

Total store sales is affected which two things

A

1) number of transactions
2) average euro/krona/dollar per transaction

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2
Q

From where does the ‘art’ of making market-related decisions come from?

A

Marketing-related decisions are based on intuition, the anticipation of new emerging trends, experience and judgement

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3
Q

From where does the ‘science’ of making market-related decisions come from?

A

Markets and marketing activities generate a lot of valuable information that allow for a rationale decision making

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4
Q

What are five common research approaches in market research and what do they in short entail?

A

1) Observational Research -Goal is to immerse the researcher into customers’ life to uncover unarticulated desires, meanings or behaviour. Bad because observations might be interpreted wrong, Eg if there is an unexpected thunder store everybody comes in the store –> not the reality. Also the person who gets observed might get suspicious and change behavior, observer applies bias. Expensive, limited information.

2) Focus groups - Assembling a small group of individuals with intention to discuss in-depth various topics of interest, use of moderator. Mainly for exploration. Limited generalisability, difficult to replicate.

3) Surveys - Leraning about peoples’ knowledge, beliefs, preferences and to measure magnitude thereof in population. You should ask ‘the right people’, so pay attention who answers the survey. E.g. if they like bio markets course, you should ask the people who have attended the course and not anyone else. Low response rates, potential survey errors and measurement errors.

4) Behavioral & Big data - customers leave traces of purchasing behaviour (e.g. customer databases, in store scanning data), subsequent (big) data analytics to identify patterns. May violate customer privacy, difficult to handle.

5) Experimental Research - capturing cause-and-effect relationships by eliminating interfering factors. Most reliable insights (but limited generalisability). Often artificial, ethical concerns, costly.

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5
Q

What are the two different categories of sampling in survey research?

A

1) Probability sample
2) Non-probability sample

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6
Q

What are the different types of probability sample?

A
  1. Simple random sample - every member of the population has an equal chance of selection
  2. Stratified random sample - The population is divided into mutually exclusive groups (such as age groups) and random samples are drawn from each group
  3. Cluster (area) sample - The population is divided into mutually exclusive groups (such as city blocks) and the researcher draws a sample of the groups to interview
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7
Q

What are the different types of non-probability sample?

A
  1. Convenience sample - the researcher selects the most accessible population members
  2. Judgement sample - the researcher selects population members who are good prospects for accurate information
  3. Quota sample - the researcher finds and interviews number of people in each of several categories
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8
Q

What is a conjoint analysis and what is an advantage?

A

A form of statistical analysis that firms use in market research to understand how customers value different components or features of their products or services. Potential customers are presented different combinations of product characteristics and asked to indicate their preferred one. E.g. smartphones (apple, Sony, Nokia –> price+operating system+screen size+camera resolution).

Advantage is the similarity to actual buying situation and that consumers do not need to make explicit statements about their most important criteria.

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9
Q

What is meant by decomposing the market demand?

A

Imagine the Russian doll, it fits several smaller dolls which in this case represent the different markets and by taking the ‘dolls’ a part you are decomposing the market.

From ‘biggest’ to ‘smallest’:
Potential market: set of consumers with a potential interest in a market offer
Available market: set of consumers with interest, income and access to a particular offer.
Target market: part of the available market the company decides to pursue
Penetrated market: set of consumers buying the company’s product

Besides this there is also levels to consider:
Space level: customer, Territory, region
Product level: all sales, industry sales, company sales, product line sales, product form sales, product item sales
Time level: short run, medium run, long run

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10
Q

How can the current demand (total market) be calculated?

A

The chain ratio method:
demand = population X % X % X %…..

AKA
Starting with a base number (population) and adjusting it for several percentages that reflect relevant sub-groups/segments. Overall outcome depends on accuracy of shares at every s page, errors magnify multiplicatively.

OR

The market-buildup method:
A method of calculating an industrial market’s revenue potential by recognizing the number of probable purchasers in the market and each purchaser’s requirements. Relying on formal (sub)sector definitions to measure demand. Easy to gather though databases such as ORBIS/OSIRIS. But not all firms report accurately their sales de-composed by market segment

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11
Q

Does marketing actions affect the value of the firm?

A

Yes, see slide 19 (lecture 6) on the chain of marketing productivity

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12
Q

What kind of indicators are there at various levels?

A

1) Corporate Financial metrics
2) Customer Metrics
3) Advertising/Promotion metrics
4) Product/Offering metrics
5) Direct Marketing metrics
6) Digital/social metrics
7) Salesforce & distribution metrics

1-3 are the ones we are focusing on

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13
Q

What are some firm performance measurements that can be used in consideration to financials and accounting?

A
  • Sales growth
  • Market value & market-to-book-value (Q)
  • Return of equity (RoE)
  • Return of Assets (RoA) –> maybe used the most to measure corporate success
  • Return on Investment (ROI)
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14
Q

COGS stands for …. and is

A

Cost of Goods Sold and is manufacturing costs

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15
Q

SGA stands for

A

Selling, General and Administrative Expenditures

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16
Q

How do you calculate net income (explained simple)?

A

Sales + other income - operating expenditures (SGA, COGS, R&D) - depreciation - interests

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17
Q

What do income-based measures tell you?

A

They rely on realised sales and costs and represent therefore accurately status-quo regarding actual firm financial performance

18
Q

What do firm market value tell you?

A

Outward looking measure (expectation of future returns) as estimated by market participants; sensitive to misplacing and macro-level stocks, limited to public firms

19
Q

Why is operating performance a problematic performance measure for biotech?

A

Because biotech firms are frequently without notable product sales

20
Q

What are ‘macro-level’ market based measures?

A
  • Market share
  • Relative market share (relating focal firm’s market share o the market share of the largest/most important competitor)
  • Market growth
  • Compound Average Growth Rate (CAGR)
21
Q

What is the acquisition rate (in relation to customer metrics)?

A
  • Average probability of acquiring a customer for a population
  • How successful are we in accessing customers?
  • Ignores heterogeneity in value of customers and the costs of acquiring customers

acquisition rate (%) = (# of customers acquired / # of customers targeted) x 100%

22
Q

What is the acquisition cost (in relation to customer metrics)?

A
  • Acquisition cost per customer acquired
  • How many resources are needed to access a new customer
  • Information on a actual new vs leaving customers might not be available in settings with anonymous purchasing, in B2B setting more easily trackable
23
Q

What is the retention rate?

A
  • Refers to the percentage of customers who continue paying for a product over a given timeframe
  • Usually computed based on particular cohort (existing customers)
  • Assumes customer is gone forever once leaving
24
Q

What is the difference between retention rate and survival rate?

A

Retention is specific periods
Survival rate is year

25
Q

What is the survival rate?

A
  • Indicates the proportion of customers who have survived until a period t from the beginning of observing customers
  • computed for cohorts of customers
  • In initial period, SR1 = RR1 (see slide 30 lecture 6)
26
Q

Does Customer lifetime value fall under customer metrics, corporate financial metrics or advertising/promotion metrics?

A

Customer metrics

27
Q

What are the basics of CLV?

A
  • Not every customer is equally profitable
  • It’s a way of forwards looking: anticipated future cash flow
  • Difficulties: predicting future revenues and duration of relationship
28
Q

Impressions mean

A

Each time an advertisement is viewed. Impressions are a function of an ad’s reach multiplied by it’s frequency

29
Q

Reach is

A

number of people seeing an advertisement

30
Q

Frequency is

A

number of times an individual sees an advertisement

31
Q

Effective frequency is

A

number of times and individual must see an advertisement in order to respond

32
Q

‘Cost per thousand impressions’ is

A
  • Cost of advertising divided by impressions generated
  • Idea is measuring cost effectiveness
33
Q

Share of voice means

A
  • Quantifying the advertising presence of a brand, campaign, or firm in relation to the total market; to evaluate the relative strength of an a advertising program
  • ’ How much more visible are we than our competitors’
34
Q

‘Advertising elasticity of demand’ means

A

Change in quantity demanded (%) / Change in Spending on advertising

35
Q

What is the frequency response function?

A

The relationship between outcomes and advertising frequency

36
Q

What is linear response when talking about frequency response function?

A

Each advertising exposure is equally valuable (see slide 33 lecture 6)

37
Q

What is the learning curve/s-curve when talking about frequency response function?

A

The first few times an advertising is shown, it has little impact. As repetition occurs, the message become more effective, and finally impact declines (see slide 33 lecture 6)

38
Q

What is the threshold response when talking about frequency response function?

A

Initially no effect until a certain level is achieved. At that point, its message becomes fully effective (see slide 33 lecture 6)

39
Q

What is the game-theoretical view?

A

Game theory is the study of the ways in which interacting choices of economic agents produce outcomes with respect to the preferences (or utilities) of those agents, where the outcomes in question might have been intended by none of the agents.

40
Q

Competition and advertising becomes a game-theoretical view, but what are the outcomes? Here 2 companies.

A

1) If both do high advertising they end up at 200 each
2) If one does high advertising, one does low advertising –> the on doing high ends up with 500 the one doing low ends up with 100
3) If both do low advertising, but end up with 400

–> the risk of losing results in companies usually both doing HIGH advertising

41
Q

Market analysis and marketing activities are increasingly based on…

A

systematic research and quantitative information