100% tevredenheidsgarantie Direct beschikbaar na betaling Zowel online als in PDF Je zit nergens aan vast
logo-home
Summary Customer & Marketing Analytics (easy to understand) €10,46   In winkelwagen

Samenvatting

Summary Customer & Marketing Analytics (easy to understand)

1 beoordeling
 46 keer bekeken  6 keer verkocht
  • Vak
  • Instelling

A full summary of all lectures + notes taken during these lectures. The articles and chapters that served as preparation for each lecture are also included (to be viewed before each lecture).

Voorbeeld 4 van de 120  pagina's

  • 9 oktober 2024
  • 120
  • 2024/2025
  • Samenvatting

1  beoordeling

review-writer-avatar

Door: anilkremer • 1 maand geleden

avatar-seller
P1 - Customer and Marketing analytics
Week 1...................................................................................................................................... 3
Lecture 1 ............................................................................................................................... 3
Classifying marketing research ......................................................................................... 6
Week 2...................................................................................................................................... 9
Preparation chapter 3 - Hair et al. (2014) ............................................................................. 9
Lecture 3 ............................................................................................................................. 11
Measurement & Marketing ............................................................................................ 11
Multiple item measurement........................................................................................... 14
Reliability & Validity ....................................................................................................... 15
Assessing Scale Reliability Internal Consistency Method (Cronbach’s α) ....................... 16
Assessing Scale Validity .................................................................................................. 17
Preparation - Dolan, Robert J. (1999). ................................................................................ 20
Lecture 4 ............................................................................................................................. 22
Part 1 – Factor Analysis .................................................................................................. 22
Part 2 - Perceptual maps ................................................................................................ 31
Week 3.................................................................................................................................... 42
Preparation chapter 4 - Hair et al. (2014) ........................................................................... 42
Lecture 5 ............................................................................................................................. 44
Primer on regression modeling ...................................................................................... 47
Simple linear regression ................................................................................................. 47
Forecasting ..................................................................................................................... 51
Multiple regression analysis ........................................................................................... 53
Multiple Regression Methods ........................................................................................ 56
Preparation – Zhao et al. (2010) Reconsidering Baron and Kenny: Myths and truths about
mediation analysis .............................................................................................................. 61
Lecture 6 ............................................................................................................................. 63
Moderation vs. mediation .............................................................................................. 63
Mediation ....................................................................................................................... 64
Serial mediation.............................................................................................................. 68
Moderation..................................................................................................................... 71
Week 4.................................................................................................................................... 77
Preparation chapter 6 – Hair et al. (2014) .......................................................................... 77
Lecture 7 & 8 ....................................................................................................................... 79

, Datamining ..................................................................................................................... 81
Logistic Regression ......................................................................................................... 87
Week 5.................................................................................................................................... 96
Lecture 9 & 10..................................................................................................................... 96
Conjoint analysis ............................................................................................................. 97
Rescaling regression coefficients .................................................................................. 108
Week 6.................................................................................................................................. 115
Guest Lecture – Philips ..................................................................................................... 115
Recap .................................................................................................................................... 118
How to study ..................................................................................................................... 118
Lecture 1: Introduction ..................................................................................................... 118
Lecture 3 ........................................................................................................................... 119




2

,Week 1
Lecture 1




• Continuous = Can be broken down into smaller parts (decimeters) etc.
• Discrete variables =Typically whole numbers, gaps between them where no other
values exist.
• Interval “true zero” = This means that the differences between values are consistent
and measurable, but the zero point does not indicate the absence of the quantity
being measured.

The marketing system
The task of marketing management the environment affecting marketing




3

, Marketing research
Planning, collection, and analysis of data relevant to marketing decision making and the
communication of the results of this analysis to management. 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 - Asks what information is needed
to do and how it can be best obtained
- Action oriented - Information oriented
- Focuses on the underlying causes
- Focuses on the symptoms

The iceberg principle =
suggests that in business, the visible
problems (like declining sales or unhappy
customers) are just the "tip of the
iceberg." The real, underlying issues
(such as poor product quality or
ineffective systems) are often hidden
beneath the surface.

To effectively solve problems, it's
important to look deeper and address
these root causes rather than just
focusing on the obvious symptoms.


Sample decision problems
§ What should we do to increase our store traffic?
§ How can we reduce consumer complaints about our product?
§ Which product line extension should we invest in?
§ Should we reposition our brand with an emphasis on raising prices?




4

Voordelen van het kopen van samenvattingen bij Stuvia op een rij:

√  	Verzekerd van kwaliteit door reviews

√ Verzekerd van kwaliteit door reviews

Stuvia-klanten hebben meer dan 700.000 samenvattingen beoordeeld. Zo weet je zeker dat je de beste documenten koopt!

Snel en makkelijk kopen

Snel en makkelijk kopen

Je betaalt supersnel en eenmalig met iDeal, Bancontact of creditcard voor de samenvatting. Zonder lidmaatschap.

Focus op de essentie

Focus op de essentie

Samenvattingen worden geschreven voor en door anderen. Daarom zijn de samenvattingen altijd betrouwbaar en actueel. Zo kom je snel tot de kern!

Veelgestelde vragen

Wat krijg ik als ik dit document koop?

Je krijgt een PDF, die direct beschikbaar is na je aankoop. Het gekochte document is altijd, overal en oneindig toegankelijk via je profiel.

Tevredenheidsgarantie: hoe werkt dat?

Onze tevredenheidsgarantie zorgt ervoor dat je altijd een studiedocument vindt dat goed bij je past. Je vult een formulier in en onze klantenservice regelt de rest.

Van wie koop ik deze samenvatting?

Stuvia is een marktplaats, je koop dit document dus niet van ons, maar van verkoper ljanssen16. Stuvia faciliteert de betaling aan de verkoper.

Zit ik meteen vast aan een abonnement?

Nee, je koopt alleen deze samenvatting voor €10,46. Je zit daarna nergens aan vast.

Is Stuvia te vertrouwen?

4,6 sterren op Google & Trustpilot (+1000 reviews)

Afgelopen 30 dagen zijn er 71498 samenvattingen verkocht

Opgericht in 2010, al 14 jaar dé plek om samenvattingen te kopen

Start met verkopen
€10,46  6x  verkocht
  • (1)
  Kopen