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Lecture notes Customer and marketing analytics (E_EBE3_DMM)

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Clear overview of all the notes from the lectures consumer and marketing analytics.












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Geüpload op
21 oktober 2025
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59
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2025/2026
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Voorbeeld van de inhoud

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HC 1 | Wed 3 sept
The marketing system

The task of marketing management The environment affecting marketing




Why do Firms do Research in Marketing?
Marketers use the “right” principle ‘to do’ Marketing
Get the right products to the right people at the right place at the right time at the right price
using the right promotion techniques
To be “right” in marketing: need for decision making information that reduces uncertainty to aid in
smarter managerial decision making



Marketing research
Planning, collection, and analysis of data relevant to marketing decision making and the
communication of the results of this analysis to management.




All slides 1

, → It can be micro-level (individual) or macro-level (market) in nature
The value of marketing research:

Decreased uncertainty

Increased likelihood of a correct decision

Improved marketing performance and resulting higher profits

Fundamental distinction


Marketing Decision Problem Marketing Research Problem

Asks what the decision-maker needs to Asks what information is needed and
do. how it can best be obtained.

Action oriented. Information oriented.

Focuses on the symptoms. Focuses on the underlying causes.

Popularity of analytics in marketing

Spending on marketing analytics hits decade long all-time high

Company use of marketing analytics in decision making rises to all-time high

Increase usage of Ai




Analytics = Most Desirable Skill (And Largest Talent Gap)




All slides 2

, Classifying Marketing Research

By type of data

Quantitative research

Nominal, ordinal, interval, ratio level of measurement

Qualitative research

By research design

Exploratory research

Descriptive and predictive research

Causal research

By data source

Secondary data

Syndicated research

Primary data



Qualitative
Not concerned with numbers. Good for:

Mapping the customer’s overall range of behavior and attitudes

Pinpointing the motivations behind people’s behavior

Stimulating new and creative ideas

Providing a forum for fresh creative thinking


Quantitative
Focus on numbers, amendable to statistical analysis. Good for:




All slides 3

, Profiling detailed usage and behavior

Highlighting variations between different sub-groups

Precisely measuring consumer preferences for different products and services

Measuring the exact priorities consumers attach to different product features



Hybrid skills: the boundaries between qual and quant are blurring, but you still need both

Higher order thinking: connecting the dots between intuition and evidence-based rigor



Exploratory Research

Research in which the major emphasis is on gaining ideas and insights

Purposes:

Increase familiarity with problem

Clarify concepts

Develop specific hypotheses

Approaches:

Literature review

Interviews

Case studies

Focus groups

Text analysis



Descriptive and Predictive Research
Often guided by an initial hypothesis

Purposes:

Describe the characteristics of certain groups

Estimate the proportion of people in a specified population who behave in a certain way

Examine associations between two or more variables

Make specific predictions

Descriptive research reveals associations between variables: X <-> Y

Example: Do larger stores generate higher sales?

If so, why? What is the underlying causal reason? Better overview and more

relaxing environment to shop in? More products to sell? Or merely because

the chain has larger stores in larger cities and more consumers passing by?

We could add additional variables in the model: urban/rural environment, #SKU




All slides 4
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