An Applied Approach
Naresh K. Malhotra
David F. Birks
NareshK.Malhotra
DavidF.Birks
AnAppliedApproach
Additional student s...
Your purchase of the updated second European edi-
tion of Malhotra and Birks, Marketing Research: An
Applied Approach, inc...
Visit the Marketing Research, updated second edition Companion Website at
www.pearsoned.co.uk/malhotra_euro to find valuab...
Naresh K. Malhotra
David F. Birks
MARKETING RESEARCH
An Applied Approach
Updated Second European Edition
Pearson Education Limited
Edinburgh Gate
Harlow
Essex CM20 2JE
England
and Associated Companies throughout the world
Visit...
v
B R I E F C O N T E N T S
Preface xiii
Guided tour of the book xx
Publisher’s acknowledgements xxii
About the authors xx...
Dedicated to the memory
of Kevin Fogarty
Preface xiii
Guided tour of the book xx
Publisher’s acknowledgements xxii
About the authors xxiii
1 Introduction to market...
Data mining 121
Databases and marketing research 123
International marketing research 124
Ethics in marketing research 125...
Experimental design application: test marketing 281
International marketing research 283
Ethics in marketing research 285
...
17 Data preparation 420
Objectives 420
Overview 421
The data preparation process 422
Checking the questionnaire 422
Editin...
Clustering variables 611
Internet and computer applications 612
Summary 612
Questions 613
Notes 613
24 Multidimensional sc...
Supporting resources
Visit www.pearsoned.co.uk/malhotra_euro to find valuable online resources
Companion Website for stude...
Being a marketing researcher is a very creative task. This creativity is nurtured by an
environment that makes many demand...
variate techniques, is worked through in seven chapters. Presenting research findings
in both oral and written formats is ...
qualitative analysis software would be familiar with QSR’s NVivo package, which
we discuss in Chapter 9. In this chapter, ...
Web links
The pace of new technological developments in the marketing research industry is
breathtaking. Trying to keep up...
For the student
Professional Perspectives. There is a new and distinct section entitled Professional
Perspectives which is...
Wendy Gordon, Marsha Hemmingway, Arno Hummerston, Tim Macer, Jeff Miller,
Virginia Monk, Trevor Merriden, Lex van Meurs, M...
1
GUIDED TOUR OF THE BOOK
xx
Measurement and scaling:
fundamentals, comparative
and non-comparative scaling
12C H A P T E R
...
xxi
Chapter 4 • Secondary data collection and analysis
104
Ethics in marketing research
Possible ethical dilemmas exist wh...
xxii
We are grateful to the following for permission to reproduce copyright material:
Figure 3.1 from ‘Qualitative technol...
xxiii
A B O U T T H E A U T H O R S
Dr Naresh K. Malhotra is Regents’ Professor, DuPree College of Management, Georgia Ins...
Introduction to marketing
research
1C H A P T E R
Marketing researchers support decision-makers
by collecting, analysing a...
Overview
Marketing research comprises one of the most important and fascinating facets of
marketing. In this chapter, we d...
■ Use observation approaches to watch how customers behave in store, using protocol tapes
(where people think aloud about ...
desire to buy into a world of success, money and power that everyone (they feel) would
appreciate. Female participants, ho...
implement and control marketing programmes. This ‘vision’ of markets and subse-
quent marketing decisions may be complicat...
Definition of marketing research
The European Society for Opinion and Marketing Research (ESOMAR) definition of
marketing ...
ESOMAR’s view of the distinctive contribution of marketing research
ESOMAR distinguishes marketing research from other com...
brand or company image, market characteristics, sales analysis, short-range forecast-
ing, long-range forecasting and busi...
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Marketing Research an Applied Approach - European Concept
Upcoming SlideShare
Loading in...5
×

Marketing Research an Applied Approach - European Concept

2,589

Published on

Marketing Research an Applied Approach - European Concept

Published in: Marketing
0 Comments
3 Likes
Statistics
Notes
  • Be the first to comment

No Downloads
Views
Total Views
2,589
On Slideshare
0
From Embeds
0
Number of Embeds
1
Actions
Shares
0
Downloads
2
Comments
0
Likes
3
Embeds 0
No embeds

No notes for slide

Marketing Research an Applied Approach - European Concept

  1. 1. An Applied Approach Naresh K. Malhotra David F. Birks NareshK.Malhotra DavidF.Birks AnAppliedApproach Additional student support at www.pearsoned.co.uk/ malhotra_euro Marketing Research An Applied Approach Updated Second European Edition Naresh K. Malhotra and David F. Birks “This textbook has several strengths. The first one is that it is the most comprehensive and stringent textbook in marketing research that I have encountered. The students that have used the text agree that it is a comprehensive and pedagogically sophisticated text that is a great guide when it comes to thesis writing and reporting.” John Larsson, Jonkoping International Business School, Sweden Updates to this revision include: New Preface and new chapter on business- to-business (b2b) marketing. A CD-Rom containing valuable SNAP and XSight software to enhance your understanding of marketing research. Option at www.pearsoned.co.uk/malhotra_euro to match nine full Harvard Business School case studies, complete with teaching notes and accompanying questions, to the text. “The entire text is very clearly structured and takes students very logically through the approaches, concepts, techniques and methods of analysis required for effective marketing research.” Malcolm Kirkup, University of Birmingham Business School “The strengths of the book lie in its extremely thorough and comprehensive coverage of techniques. For this, it is an excellent reference book. The use of numerous examples is also an excellent feature, as are the summary sections and references provided. I would not single out any particular chapter or section as especially strong: the quality is consistent throughout.” David Bennison, Manchester Metropolitan University Written for students studying market research at both undergraduate and postgraduate levels, Marketing Research: An Applied Approach provides a comprehensive and authoritative commentary on this increasingly important subject. Dr Naresh K. Malhotra is Regents’ Professor, DuPree College of Management, Georgia Institute of Technology. In addition to teaching marketing research he has consulted for business, non-profit and government organisations in the United States and around the world. Dr David F. Birks is the Projects Manager and Senior Lecturer in Marketing at the Institute for Entrepreneurship, School of Management, University of Southampton. In addition to teaching marketing research and management research he has conducted research on behalf of a wide range of business, non-profit and social ventures in the UK and Europe. Additional student support at www.pearsoned.co.uk/malhotra_euro MarketingResearch Updated Second European Edition Updated Second European Edition Includes CD-Rom www.pearson-books.com An imprint of 0273695304_COVER 26/5/05 4:20 pm Page 1
  2. 2. Your purchase of the updated second European edi- tion of Malhotra and Birks, Marketing Research: An Applied Approach, includes a CD-ROM containing valuable SNAP and XSight software demos, to enhance your understanding of quantitative and qualitative aspects of marketing research. What are SNAP and XSight and how will they help you? SNAP is a user-friendly program for marketing research, providing you with help to design surveys, create questionnaires, prepare data for analysis, collect data and to perform analyses. This powerful survey software is an industry standard that has been helping researchers and educators in more than 50 countries for over 20 years. SNAP consists of a core product, Snap Professional, and specialist modules that may be added to extend its capabilities to surveys via the Internet, Personal Digital Assistants (PDAs), scanning and telephone interviewing. You will find direct references to the use of SNAP in Chapter 10 (Survey and quantitative observation tech- niques), Chapter 13 (Questionnaire design), Chapter 17 (Data preparation) and Chapter 18 (Frequency distribution, cross-tabulation and hypothesis testing). XSight is new qualitative data analysis software, customised for marketing researchers. Conventional qualitative data analysis software was designed for and used mainly by academic researchers. XSight was designed for marketing researchers by marketing researchers who understood the particular problems faced by their profession. Created by QSR International (whose product NVivo is reviewed in Chapter 9, Qualitative research: data analysis), a qualitative research software company with years of experience in developing solutions to a wide array of research problems, XSight is seen as a break- through tool for every qualitative marketing researcher. It will enable you to explore unstructured qualitative data gathered via focus groups, interviews or open ended surveys much more easily. This will allow you much more time to devote to the real art of qualitative research – interpretation. With XSight you will be able to compile, compare and make logical connections in qualitative data almost instantaneously. It can help you identify even the most subtle data patterns. Using SNAP and XSight With the enclosed free trial version of SNAP, simply install it on your personal computer at a time that’s con- venient. You’ll then be able to design a ‘mini-survey’ of up to 9 questions and up to 25 respondents. You’ll also be able to see examples of much larger surveys designed with SNAP. There is no time limit to the use of SNAP. With XSight, again simply install it on your personal computer at a time that’s convenient and you’ll be able to enjoy the full suite of XSight features. You’ll be able to use XSight for a period of 90 days once you’ve installed it. Once you have experienced the benefits of using SNAP and XSight, they will become integral to your work in the design, data collection and analysis of quantitative and qualitative data. Working without them may become inconceivable. To use the CD: 1. Put the CD in your machine. 2. When prompted, input the password printed on the CD. 3. Follow the instructions on screen. SNAP and XSight can help you improve your marks! DON’T THROW IT AWAY!
  3. 3. Visit the Marketing Research, updated second edition Companion Website at www.pearsoned.co.uk/malhotra_euro to find valuable student learning material including: ● Annotated weblinks to relevant, specific Internet resources to facilitate in-depth independent research ● Extra Case Studies ● Full online version of the GlobalCash research project
  4. 4. Naresh K. Malhotra David F. Birks MARKETING RESEARCH An Applied Approach Updated Second European Edition
  5. 5. Pearson Education Limited Edinburgh Gate Harlow Essex CM20 2JE England and Associated Companies throughout the world Visit us on the World Wide Web at: www.pearsoned.co.uk Original 3rd edition entitled Marketing Research: An Applied Orientation published by Prentice Hall, Inc., a Pearson Education company Copyright © 1999 Prentice-Hall, Inc. This edition published by Pearson Education Limited 2006 © Pearson Education Limited 2000, 2003, 2006 Authorised for sale only in Europe, the Middle East and Africa. The rights of Naresh Malhotra and David Birks to be identified as authors of this work have been asserted by them in accordance with the Copyright, Design and Patents Act 1988. All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, recording or otherwise, without either the prior written permission of the publisher or a licence permitting restricted copying in the United Kingdom issued by the Copyright Licensing Agency Ltd, 90 Tottenham Court Road, London W1T 4LP. ISBN 0 273 69530 4 British Library Cataloguing in Publication Data A catalogue record for this book is available from the British Library. Library of Congress Cataloging-in-Publication Data Malhotra, Naresh K. Marketing research : an applied approach / Naresh K. Malhotra, David F. Birks.--Rev. 2nd European ed. p. cm. Includes bibliographical references and indexes. ISBN 0-273-69530-4 (pbk) 1. Marketing research. 2. Marketing research--Methodology. I. Birks, David F. II. Title. HF5415.2.M29 2005 658.8’3--dc22 2005040157 10 9 8 7 6 5 4 3 2 1 10 09 08 07 06 05 Typeset in 10.5/12.5pt Minion by 30 Printed and bound by Ashford Colour Press, Gosport The publisher’s policy is to use paper manufactured from sustainable forests.
  6. 6. v B R I E F C O N T E N T S Preface xiii Guided tour of the book xx Publisher’s acknowledgements xxii About the authors xxiii 1 Introduction to marketing research 1 2 Defining the marketing research problem and developing a research approach 29 3 Research design 56 4 Secondary data collection and analysis 83 5 Internal secondary data and the use of databases 108 6 Qualitative research: its nature and approaches 130 7 Qualitative research: focus group discussions 156 8 Qualitative research: depth interviewing and projective techniques 178 9 Qualitative research: data analysis 201 10 Survey and quantitative observation techniques 223 11 Causal research design: experimentation 258 12 Measurement and scaling: fundamentals, comparative and non-comparative scaling 290 13 Questionnaire design 324 14 Sampling: design and procedures 355 15 Sampling: final and initial sample size determination 381 16 Survey fieldwork 405 17 Data preparation 420 18 Frequency distribution, cross-tabulation and hypothesis testing 445 19 Analysis of variance and covariance 484 20 Correlation and regression 510 21 Discriminant analysis 546 22 Factor analysis 571 23 Cluster analysis 595 24 Multidimensional scaling and conjoint analysis 615 25 Report preparation and presentation 643 26 International marketing research 662 27 Business-to-business (b2b) marketing research 684 Appendix: Statistical tables 712 Glossary 723 Index 738
  7. 7. Dedicated to the memory of Kevin Fogarty
  8. 8. Preface xiii Guided tour of the book xx Publisher’s acknowledgements xxii About the authors xxiii 1 Introduction to marketing research 1 Objectives 1 Overview 2 What does marketing research encompass? 2 Definition of marketing research 6 A classification of marketing research 7 The role of marketing research in MkIS and DSS 9 Marketing research suppliers and services 11 The marketing research process 14 The limitations of marketing research 19 Supporting decision-makers in pan-European banking 22 International marketing research 23 Ethics in marketing research 24 Internet and computer applications 25 Summary 26 Questions 27 Notes 27 2 Defining the marketing research problem and developing a research approach 29 Objectives 29 Overview 30 Importance of defining the problem 31 The marketing research brief 32 The marketing research proposal 35 The process of defining the problem and developing a research approach 37 Marketing decision problem and marketing research problem 41 Defining the marketing research problem 43 Components of the research approach 44 International marketing research 49 Ethics in marketing research 51 Internet and computer applications 52 Summary 53 Questions 54 Notes 54 3 Research design 56 Objectives 56 Overview 57 Research design definition 58 Research design from the decision-maker’s perspective 59 Research design from respondents’ perspectives 60 Research design classification 62 Descriptive research 65 Causal research 69 Relationships between exploratory, descriptive and causal research 70 Potential sources of error in research designs 74 International marketing research 77 Ethics in marketing research 78 Internet and computer applications 79 Summary 80 Questions 80 Notes 81 4 Secondary data collection and analysis 83 Objectives 83 Overview 84 Defining primary data, secondary data and marketing intelligence 85 Advantages and uses of secondary data 86 Disadvantages of secondary data 87 Criteria for evaluating secondary data 87 Classification of secondary data 90 Published external secondary sources 91 Computerised databases 94 Syndicated sources of secondary data 96 Syndicated data from households 98 Syndicated data from institutions 101 International marketing research 103 Ethics in marketing research 104 Internet and computer applications 104 Summary 106 Questions 106 Notes 107 5 Internal secondary data and the use of databases 108 Objectives 108 Overview 109 Internal secondary data 109 Scanning devices 111 Relating customer data to scanning systems 112 Geodemographic data 114 Linking different types of data 117 Stages of development in using databases and survey data to build profiles of consumers and model marketing decisions 119 The datawarehouse 120 vii C O N T E N T S
  9. 9. Data mining 121 Databases and marketing research 123 International marketing research 124 Ethics in marketing research 125 Internet and computer applications 126 Summary 127 Questions 128 Notes 129 6 Qualitative research: its nature and approaches 130 Objectives 130 Overview 131 Primary data: qualitative versus quantitative research 132 Rationale for using qualitative research 134 Philosophy and qualitative research 136 Ethnographic research 142 Grounded theory 145 Action research 148 Ethics in marketing research 151 Internet and computer applications 152 Summary 153 Questions 154 Notes 154 7 Qualitative research: focus group discussions 156 Objectives 156 Overview 157 Classifying qualitative research techniques 158 Focus group discussions 160 Planning and conducting focus groups 163 The moderator 168 Other variations of focus groups 169 Other types of qualitative group discussions 169 International marketing research 170 Ethics in marketing research 173 Internet and computer applications 174 Summary 175 Questions 176 Notes 177 8 Qualitative research: depth interviewing and projective techniques 178 Objectives 178 Overview 179 Depth interviews 179 Projective techniques 187 Comparison between qualitative techniques 192 International marketing research 193 Ethics in marketing research 195 Internet and computer applications 197 Summary 198 Questions 198 Notes 199 9 Qualitative research: data analysis 201 Objectives 201 Overview 202 The qualitative researcher 202 The process of qualitative data analysis 206 Using computers in qualitative research and analysis 215 International marketing research 219 Ethics in marketing research 219 Summary 220 Questions 221 Notes 222 10 Survey and quantitative observation techniques 223 Objectives 223 Overview 224 Survey techniques 224 Telephone surveys 226 Personal interviews 228 Mail interviews 230 A comparative evaluation of survey techniques 233 Selection of survey method(s) 241 Observation techniques 242 Observation techniques classified by mode of administration 244 A comparable evaluation of observation techniques 246 Advantages and disadvantages of observation techniques 248 International marketing research 249 Ethics in marketing research 250 Internet and computer applications 252 Summary 254 Questions 255 Notes 256 11 Causal research design: experimentation 258 Objectives 258 Overview 259 Concept of causality 259 Conditions for causality 260 Definitions and concepts 262 Definitions of symbols 263 Validity in experimentation 264 Extraneous variables 265 Controlling extraneous variables 267 A classification of experimental designs 268 Pre-experimental designs 269 True experimental designs 270 Quasi-experimental designs 272 Statistical designs 274 Laboratory versus field experiments 278 Characteristics and limitations of experimental designs 280 Contents viii
  10. 10. Experimental design application: test marketing 281 International marketing research 283 Ethics in marketing research 285 Internet and computer applications 286 Summary 287 Questions 287 Notes 288 12 Measurement and scaling: fundamentals, comparative and non-comparative scaling 290 Objectives 290 Overview 291 Measurement and scaling 292 Primary scales of measurement 293 A comparison of scaling techniques 297 Comparative scaling techniques 298 Non-comparative scaling techniques 303 Itemised rating scales 304 Itemised rating scale decisions 307 The development and evaluation of scales 311 Choosing a scaling technique 316 Mathematically derived scales 316 International marketing research 317 Ethics in marketing research 318 Internet and computer applications 318 Summary 319 Questions 320 Notes 321 13 Questionnaire design 324 Objectives 324 Overview 325 Questionnaire definition 326 Questionnaire design process 326 Specify the information needed 329 Specify the type of interviewing method 330 Determine the content of individual questions 331 Overcoming the respondent’s inability and unwillingness to answer 332 Choose question structure 335 Choose question wording 338 Arrange the questions in proper order 342 Identify the form and layout 344 Reproduce the questionnaire 344 Eliminate problems by pilot-testing 345 Summarising the questionnaire design process 346 International marketing research 348 Ethics in marketing research 349 Internet and computer applications 350 Summary 352 Questions 352 Notes 353 14 Sampling: design and procedures 355 Objectives 355 Overview 356 Sample or census 357 The sampling design process 358 A classification of sampling techniques 362 Non-probability sampling techniques 363 Probability sampling techniques 367 Choosing non-probability versus probability sampling 373 Summary of sampling techniques 374 International marketing research 376 Ethics in marketing research 377 Internet and computer applications 377 Summary 378 Questions 379 Notes 380 15 Sampling: final and initial sample size determination 381 Objectives 381 Overview 382 Definitions and symbols 383 The sampling distribution 384 Statistical approaches to determining sample size 385 Multiple characteristics and parameters 391 Other probability sampling techniques 392 Adjusting the statistically determined sample size 392 Non-response issues in sampling 393 International marketing research 398 Ethics in marketing research 398 Internet and computer applications 399 Summary 399 Questions 400 Appendix: The normal distribution 401 Notes 403 16 Survey fieldwork 405 Objectives 405 Overview 406 The nature of survey fieldwork 406 Survey fieldwork and the data collection process 407 Selecting survey fieldworkers 407 Training survey fieldworkers 409 Supervising survey fieldworkers 413 Validating survey fieldwork 414 Evaluating survey fieldworkers 414 International marketing research 415 Ethics in marketing research 416 Internet and computer applications 416 Summary 417 Questions 418 Notes 418 Contents ix
  11. 11. 17 Data preparation 420 Objectives 420 Overview 421 The data preparation process 422 Checking the questionnaire 422 Editing 423 Coding 424 Transcribing 429 Cleaning the data 430 Statistically adjusting the data 432 Selecting a data analysis strategy 435 International marketing research 438 Ethics in marketing research 440 Internet and computer applications 441 Summary 442 Questions 443 Notes 443 18 Frequency distribution, cross-tabulation and hypothesis testing 445 Objectives 445 Overview 446 Frequency distribution 447 Statistics associated with frequency distribution 449 A general procedure for hypothesis testing 452 Cross-tabulations 457 Statistics associated with cross-tabulation 463 Hypothesis testing related to differences 468 Parametric tests 469 Non-parametric tests 475 Internet and computer applications 480 Summary 481 Questions 482 Notes 483 19 Analysis of variance and covariance 484 Objectives 484 Overview 485 Relationship among techniques 485 One-way analysis of variance 487 Conducting one-way analysis of variance 488 N-way analysis of variance 495 Analysis of covariance 499 Issues in interpretation 500 Repeated measures ANOVA 503 Non-metric analysis of variance 504 Multivariate analysis of variance 505 Internet and computer applications 506 Summary 507 Questions 507 Notes 508 20 Correlation and regression 510 Objectives 510 Overview 511 Product moment correlation 512 Partial correlation 516 Non-metric correlation 518 Regression analysis 519 Bivariate regression 519 Conducting bivariate regression analysis 520 Multiple regression 528 Conducting multiple regression analysis 529 Stepwise regression 537 Multicollinearity 538 Relative importance of predictors 539 Cross-validation 540 Regression with dummy variables 540 Analysis of variance and covariance with regression 541 Internet and computer applications 542 Summary 543 Questions 543 Notes 544 21 Discriminant analysis 546 Objectives 546 Overview 547 Basic concept 548 Relationship to regression and ANOVA 548 Discriminant analysis model 549 Conducting discriminant analysis 550 Conducting multiple discriminant analysis 558 Stepwise discriminant analysis 565 Internet and computer applications 567 Summary 567 Questions 568 Appendix: Estimation of discriminant function coefficients 569 Notes 570 22 Factor analysis 571 Objectives 571 Overview 572 Basic concept 572 Factor analysis model 573 Conducting factor analysis 575 Applications of common factor analysis 586 Internet and computer applications 590 Summary 590 Questions 591 Appendix: Fundamental equations of factor analysis 591 Notes 593 23 Cluster analysis 595 Objectives 595 Overview 596 Basic concept 597 Conducting cluster analysis 599 Applications of non-hierarchical clustering 608 Contents x
  12. 12. Clustering variables 611 Internet and computer applications 612 Summary 612 Questions 613 Notes 613 24 Multidimensional scaling and conjoint analysis 615 Objectives 615 Overview 616 Basic concepts in multidimensional scaling (MDS) 617 Conducting multidimensional scaling 618 Assumptions and limitations of MDS 624 Scaling preference data 625 Correspondence analysis 626 Relationship among MDS, factor analysis and discriminant analysis 627 Basic concepts in conjoint analysis 627 Conducting conjoint analysis 628 Assumptions and limitations of conjoint analysis 638 Hybrid conjoint analysis 638 Internet and computer applications 639 Summary 639 Questions 640 Notes 641 25 Report preparation and presentation 643 Objectives 643 Overview 644 Importance of the report and presentation 645 Preparation and presentation process 645 Report preparation 646 Oral presentation 655 Research follow-up 656 International marketing research 657 Ethics in marketing research 657 Internet and computer applications 658 Summary 659 Questions 660 Notes 661 26 International marketing research 662 Objectives 662 Overview 663 What is international marketing research? 664 A framework for international marketing research 666 Secondary data 671 Qualitative techniques 673 Survey methods 675 Measurement and scaling 677 Questionnaire translation 679 Ethics in marketing research 680 Internet and computer applications 680 Summary 681 Questions 682 Notes 682 27 Business-to-business (b2b) marketing research 684 Objectives 684 Overview 685 What is b2b marketing? 687 Introducing the distinction between b2b and consumer marketing 688 Bases for the distinction of b2b marketing research 689 Implications of the differences between business and consumer purchases for the marketing researcher 691 The growth of competitive intelligence 704 International marketing research 706 Ethics in marketing research 707 Internet and computer applications 708 Summary 709 Questions 710 Notes 711 Appendix: Statistical tables 712 Glossary 723 Subject index 738 Name index 751 Company index 752 Contents xi
  13. 13. Supporting resources Visit www.pearsoned.co.uk/malhotra_euro to find valuable online resources Companion Website for students ● Annotated weblinks to relevant, specific Internet resources to facilitate in-depth independent research ● Extra Case Studies ● Full online version of the GlobalCash research project For instructors ● Customisable colour PowerPoint slides, including key figures from the main text ● Extensive Solutions Manual, including sample answers for all question material in the book ● Solutions for Extra Case Studies Also: The Companion Website provides the following features: ● Search tool to help locate specific items of content ● E-mail results and profile tools to send results of quizzes to instructors ● Online help and support to assist with website usage and troubleshooting For more information please contact your local Pearson Education sales representative or visit www.pearsoned.co.uk/malhotra_euro
  14. 14. Being a marketing researcher is a very creative task. This creativity is nurtured by an environment that makes many demands on the researcher. They must be able to cope with the technical challenges to plan, gather, analyse and interpret information. They must be aware of the challenges faced by the array of decision-makers who trust sound marketing research. They must be able to empathise with the people they aim to question and observe, and to treat them with care and respect. Trying to develop the technical skills and to balance an appreciation of decision- makers and respondents may seem daunting. Finding the confidence to conduct research and to interpret the findings may seem difficult with so many options to consider. This is where we believe Marketing Research, An Applied Approach, 2nd European edition can help. Founded on the enormously successful US editions and the 1st European edition, this text aims to be comprehensive, authoritative and applied. This edition includes an array of European and international examples, practices and illustrations. It portrays a balance of qualitative and quantitative approaches to con- ducting research that allows the creative support of decision-makers. It will guide the reader through the challenges faced in conducting marketing research of the highest quality. This is achieved through an appropriate blend of scholarship with a highly applied and managerial orientation. Marketing Research: An Applied Approach The book is written for use at both the undergraduate and postgraduate levels. The coverage is comprehensive and the depth and breadth of topics are well suited to both levels. The material is presented in a manner that is easy to read and understand. There are numerous diagrams, tables and examples to help explain and illustrate the basic concepts. If you would like to explore a particular topic in more depth, there are numerous references to follow a line of enquiry. The Web addresses presented throughout allow for further illustration of ideas and, in many instances, demonstra- tion versions of software. The Companion Website (www.pearsoned.co.uk/ malhotra_euro) presents more European case studies, projects based on the book’s running case and annotated Web addresses linking directly to relevant Internet resources. It also now includes a Professional Perspectives section that details more practical applications and issues facing the marketing research industry. Marketing research is defined as a topic with a clear demonstration of how it may support effective decision-making. The limitations of marketing research are recog- nised, as are other means of information support that decision-makers turn to. The process of conducting marketing research is described in six stages. Each of these stages is fully described and illustrated. Working out an approach and research design is discussed as a foundation to administering techniques. The justification for the use of qualitative and quantitative techniques is made, with a demonstration of how they can mutually support each other. The administration of a broad range of qualitative and quantitative techniques is presented. Sampling issues for both qualitative and quantitative studies are discussed. Issues of ensuring the quality of data and preparing for data analysis are covered. Qualitative data analysis is discussed in detail. Quantitative data analysis, from simple descriptive statistics to sophisticated multi- xiii P R E FA C E
  15. 15. variate techniques, is worked through in seven chapters. Presenting research findings in both oral and written formats is covered, with an emphasis on ensuring that the interpretation of research findings really supports decision-makers. Applications of marketing research in an international context are tackled in most chapters; this vital topic also has a distinct chapter in its own right. The ethical practice of marketing research and the dilemmas that researchers face is also tackled in most chapters. The impact of the Internet and IT on marketing research is integrated throughout the text but also dealt with at the end of each chapter. Being an excellent marketing researcher requires an appreciation and continual practice of all the elements discussed in this text. This book firmly sets you on that path of creativity and excellence. New for the updated 2nd European edition New chapter There is a new chapter in this 2nd edition update, entitled ‘Business-to-business (b2b) marketing research’. Throughout the text there are many examples of the successful use of marketing research set in the context of b2b relationships. As marketing research is obviously used in b2b contexts, we start by questioning whether there is any real distinction between b2b and consumer marketing research. We examine the differences between b2b and consumer marketing and the impact these differences have on the way b2b marketing research is applied. There are very distinctive chal- lenges faced by the b2b marketing researcher in terms of sampling, gaining access to respondents and formulating research designs. We felt that a distinctive chapter was warranted for this large and most challenging sector of the marketing research indus- try. b2b marketing research also deserves attention in that all manner of organisations, agencies and consultants have found great rewards in the practice of ‘business research’. The practices of these organisations, especially those that conduct competitor intelligence, challenge our notions of what marketing research is or should be, in a world where marketing decision-makers continue to seek information support from a burgeoning array of sources. CD demonstration software The CD that accompanies this edition contains demonstration software for quantita- tive and qualitative researchers. ■ Snap8 (www.snapsurveys.com) is powerful user-friendly software that has driven standards in survey design and analysis in the marketing research industry for over 20 years. It is now used in over 50 countries worldwide. With Snap8, questionnaires can be created and published for surveys that use paper, Web, email, computer assisted personal and telephone interviews. It then offers options to key or scan data or even to collect data automatically. Survey results can be analysed, statistics calculated and tables and charts produced. These features briefly summarise how the software helps to manage a great array of survey designs. By working through the demo, the detail of support in survey design, i.e. the array of functions avail- able, will become apparent. The demo will bring to life the challenges to questionnaire and survey designers and the solutions they use in practice. ■ XSight (www.qsrinternational.com) is a new product that offers customised data analysis software for qualitative marketing researchers. The software has been developed by QSR International who are world leaders in qualitative research soft- ware as used in a variety of applications. Academic marketing researchers that use Preface xiv
  16. 16. qualitative analysis software would be familiar with QSR’s NVivo package, which we discuss in Chapter 9. In this chapter, we discuss why for many practitioner qual- itative marketing researchers, manual methods or basic computer-based methods have been the norm. XSight has been developed in close consultation with practi- tioner marketing researchers to bridge the gap between the packages designed for the needs of academics and traditional manual methods. The demo will bring to life the challenges faced by qualitative researchers in the amount and nature of qualitative data they may collect and how they make sense of that data. New for the 2nd European edition Revisions to existing chapters We have retained the most desirable features of the first three US editions and the first European edition, according to our readers and reviewers. In all chapters that tackle quantitative techniques and analysis, none of the well-regarded material has been lost. Changes have been made to improve the clarity of explanations, with many new examples and updated references. Measurement and scaling, once covered in two chapters, is now covered in one chapter. This has been done, without losing any of the substantive explanations, by reorganising and simplifying the approach. Developments in the use of databases have made substantial changes in how decision- makers are supported. These developments are tackled in the major revisions to the chapter that covers internal secondary data and the use of databases. In the chapter devoted to depth interviewing, laddering and repertory grid techniques are described and illustrated. All chapters have benefited from more up-to-date references and, where appropri- ate, more relevant examples that reflect the European and international focus. Many new questions that probe issues in more depth have been added to the end of each chapter. New chapters There are two new chapters in this edition. The first is entitled ‘Qualitative research: its nature and approaches’, and the second is ‘Qualitative research: data analysis’. This means that this edition has a more balanced approach to qualitative and quantitative marketing research. The text now devotes four chapters to the very important areas of understanding why qualitative research is conducted, group techniques, individual techniques and the manner in which qualitative data is handled and interpreted. Qualitative and quantitative research should be viewed as complementary. Unfortunately, many researchers and decision-makers do not see this, taking dog- matic positions in favour of either qualitative or quantitative research. The defence of qualitative approaches for a particular marketing research problem, through the posi- tive benefits it bestows and explaining the negative alternatives of a quantitative approach, should be seen as healthy, as should the defence of quantitative approaches. Business and marketing decision-makers use both approaches and will continue to need both. The first of the new chapters should help readers to appreciate these posi- tions and understand why decision-makers use and trust both qualitative and quantitative approaches. The second new chapter on qualitative data analysis will help researchers cope with the wide array of data that can be generated from qualitative techniques. Working with data ‘beyond numbers’ means qualitative analysis has less structure and fewer rules, and this chapter helps the researcher to cope with the data generated. Preface xv
  17. 17. Web links The pace of new technological developments in the marketing research industry is breathtaking. Trying to keep up with them is a thankless task. It can be guaranteed that as soon as any publication hits the shelves, much material on technology can be out of date. Many of the new developments that have a demonstrable impact on the practice of marketing research, especially through the use of the Internet, have been incorpo- rated into each chapter. In the new Professional Perspectives section, which appears on the Companion Website (www.pearsoned.co.uk/malhotra_euro), further illustrations of technological developments are presented. To maintain the currency of technology, the Web addresses of the major research associations, national statistical bodies, and research organisations are presented. The Web addresses of major suppliers of qualita- tive analysis packages, questionnaire design, survey processing and statistical analysis are also presented. Care has been taken to choose those where good case illustrations and demo versions are available, in a variety of formats to suit individual users. Photography The photographs that accompany any management textbook may be perceived as trivial and mere adornments. I do not take this view. I see textbook photographs as a means to encapsulate the essence of a subject and its challenges. In putting together the photographs for this edition, I wanted images that portray the creativity and the fun that can be experienced in marketing research. Some of the images in this edition have a serious intent, linking a particular image to concepts and aiding the recall of a concept. Others are there to lighten the sometimes difficult technical passages. In their own right, each image has many technical and artistic merits. Companion Website The Companion Website, at www.pearsoned.co.uk/malhotra_euro, has been updated to reflect the changes in this edition. There are new European case studies with discus- sion points and questions to tackle. All the referenced Websites in the text are described with notes of key features to look for on a particular site. For the lecturer Instructor’s Manual. The Instructor’s Manual is very closely tied to the text, but is not prescriptive in how the material should be handled in the classroom. The manual offers teaching suggestions, answers to all end-of-chapter questions, Professional Perspective discussion points and case study exercises. Solutions. Very detailed suggested solutions to the end-of-chapter questions, to the Professional Perspective questions and to the Web-based case studies. These solutions assist lecturers in the development of examination papers and marking schemes. Professional Perspectives. These 20 articles can be used as mini case studies and discussion papers. Each Professional Perspective ends with two questions to initiate debate. PowerPoint slides. The PowerPoint slides are not just replicas of the figures and tables from the text. Care has been taken to ensure that they are not packed with too much information which would render them unintelligible in a lecture theatre. Preface xvi
  18. 18. For the student Professional Perspectives. There is a new and distinct section entitled Professional Perspectives which is presented on the Companion Website. This section is made up of 20 articles written by leading practitioners, users and writers of marketing research. They show an array of applications and how different techniques work together. They reflect the realities of marketing decision-making and the nature of research support required. As issues emerge in individual chapters, links are made to specific articles in this section. However, these articles have been chosen for the variety of interconnected issues they tackle; they are written to illustrate more than one point. As well as develop- ing issues in individual chapters, they can be used as case studies and as discussion papers in their own right. Points to discuss are presented at the end of each article. Weblinks. This section offers many further sources of support for any essay or project work. Of particular note are the links to demo versions of a range of industry stan- dard marketing research software packages. Case studies. These are European in focus or relevant globally. Being longer than the examples set in the text, these set the challenges of applying marketing research in a broader context. GlobalCash project. This section contains many of the key documents used to manage the project from the initial brief and proposal through to examples of the questionnaire and the data collected in an SPSS format. The questionnaire is pre- sented in English, French, German and Spanish versions, enabling a vision of the challenges faced in translating questionnaires. The GlobalCash documentation will help with project work by showing how key documents help to manage the marketing research process in a professional manner. Acknowledgements Many people have been most generous in helping me to write the 1st and 2nd European editions and in this 2nd edition update. In developing the critical approach I take in marketing research practice and writ- ing, I must thank my Consumer Behaviour teacher and PhD supervisor, John Southan of Salford University. My friend and former work colleague, the late Kevin Fogarty, deserves special mention for his humour, creativity and for shaping many of the values I hold dear. My colleagues at the University of Bath and the University of Southampton have been very supportive and understanding as I have developed this edition, and especially in writing the new chapter of the updated 2nd edition. So, a big thank you to Professors David Ford, Pete Naude and Rod Green from the School of Management at the University of Bath. I must thank the students in my marketing research and research methods classes who continue to supply vital feedback and have taught me many lessons. In putting together the Professional Perspectives, I would like to thank Bernd Aufderheide, Georgia Field, Magnus Kristjansson, Stan Maklan, Peter Wills, and Tim Macer for their excellent contributions. The other Professional Perspectives were taken from articles published elsewhere. I am really pleased that the authors and their publishers allowed me to use their work in this context and would like to thank the following: David Backinsell, Siebe-Geert de Boer, Alicia Clegg, Pat Dowding, Gavin Emsden, Trevor Fenwick, Miranda Forestier-Walker, Preface xvii
  19. 19. Wendy Gordon, Marsha Hemmingway, Arno Hummerston, Tim Macer, Jeff Miller, Virginia Monk, Trevor Merriden, Lex van Meurs, Marcel van der Kooi and Ron Whelan. I would also like to thank other authors who gave me permission to use their ideas: Mary Goodyear, Peter Cooper and Paul Bate. The reviewers of the 1st edition provided many constructive and valuable sugges- tions, and their help is gratefully acknowledged. Reviewers for the first edition: Howard Jackson, University of Huddersfield Paul Baines, Middlesex University Martin Wetzels, University of Maastricht David Longbottom, University of Derby John Beaumont-Kerridge, University of Luton Marc De Laet, Hogeschool, Antwerp Kare Sandvik, Buskerud College, Norway. The reviewers of this edition have also been of enormous help. Their advice was most thorough, balanced and very well founded. I have done my best to incorporate the many valuable suggestions they offered. A big thank you for your help. Reviewers for the second edition: Martin Wetzels, Technical University of Eindhoven Heather Skinner, University of Glamorgan Eddie Rohan, Dublin Institute of Technology. In putting together the images for this edition, I enjoyed enormously the task of working with the photographer Michael Hewitt. Together we worked on the concepts of the images, Michael created the images and I positioned them in the text and cre- ated the captions (sorry for any toe-curling jokes). I worked with Michael on two ‘shoots’, and witnessed the great amount of preparation, vision and technical skills involved; I was very impressed. So a big thank you to Michael and his partner Angela Williams for all their hard work and end results that I think are amazing. To Abigail Woodman at Pearson Education, I don’t know how to thank you enough. Abigail managed the whole process of developing this new edition superbly. She has cajoled and supported me at just the right level. Her advice has been first class throughout. For this updated 2nd edition I have been very fortunate to work with David Cox at Pearson Education. Through many personal and professional changes, David has been very patient, kind and helpful. His advice has always been first class, and given with great humour and very incisive guidance. I could not have asked for better sup- port. I would also like to thank Thomas Sigel for championing the development of this text and for his continual support in so many ways. At Pearson Education the book has also come together with the help of Karen Mclaren, Senior Desk Editor; Michelle Morgan, who designed the cover; Kelly Meyer, who helped with the internal design; and Peter Hooper, Editorial Assistant. Last but by no means least, to be able to find the time and space to write, the love, support and understanding of your family is vital. So thank you so much, mum, for all that you have given to me, and to my nephew James, sorry for confusing you in your school and college projects that involved questionnaire design. To my partner Helen, huge amounts of thanks and love for all you put up with in giving me the space and peace to write and even bigger thanks for bringing our beautiful son Jesse into the world. David F. Birks Preface xviii
  20. 20. 1
  21. 21. GUIDED TOUR OF THE BOOK xx Measurement and scaling: fundamentals, comparative and non-comparative scaling 12C H A P T E R ‘When you can measure what you are speaking about and express it in numbers, you know something about it’. – Lord Kelvin After reading this chapter, you should be able to: 1 introduce the concepts of measurement and scaling and show how scaling may be considered an extension of measurement; 2 discuss the primary scales of measurement and differentiate nominal, ordinal, interval and ratio scales; 3 classify and discuss scaling techniques as comparative and non- comparative and describe the comparative techniques of paired comparison, rank order, constant sum and Q-sort scaling; 4 explain the concept of verbal protocols and discuss how they could be employed to measure consumer response to advertising; 5 describe the non-comparative scaling techniques, distinguish between continuous and itemised rating scales, and explain Likert, semantic differential and Stapel scales; 6 discuss the decisions involved in constructing itemised rating scales; 7 discuss the criteria used for scale evaluation and explain how to assess reliability, validity and generalisability; 8 discuss the considerations involved in implementing the primary scales of measurement in an international setting; 9 understand the ethical issues involved in selecting scales of measurement. Objectives Stage 1 Problem definition Stage 2 Research approach developed Stage 3 Research design developed Stage 5 Data preparation and analysis Stage 6 Report preparation and presentation Stage 4 Fieldwork or data collection Overview Once the marketing researcher has a clear understanding of what they wish to under- stand in their target respondents, they should consider the concepts of scaling and measurement. These concepts are vital in developing questionnaires or ‘instruments of measurement’ that will fulfil their research objectives in the most accurate manner. This chapter describes the concepts of scaling and measurement and discusses four primary scales of measurement: nominal, ordinal, interval and ratio. We describe and illustrate both comparative and non-comparative scaling techniques in detail. The comparative techniques, consisting of paired comparison, rank order, constant sum and Q-sort scaling, are discussed and illustrated with examples. The non-comparative techniques are composed of continuous and itemised rating scales. We discuss and illustrate the popular itemised rating scales – the Likert, semantic differential and Stapel scales – as well as the construction of multi-item rating scales. We show how scaling techniques should be evaluated in terms of reliability and validity and con- sider how the researcher selects a particular scaling technique. Mathematically derived scales are also presented. The considerations involved in implementing scaling tech- niques when researching international markets are discussed. The chapter concludes with a discussion of several ethical issues that arise in scale construction. We begin with an example of how the use of different types of scale can give quite different powers of analysis and interpretation. Overview 291 Will your instrument of measurement do any better in revealing consumer preferences for soups? Stage flowcharts show which of the six stages of the marketing research process the present chapter fits into Objectives at the beginning of each chapter detail what students should be able to do after reading the chapter An Overview summarises the topics discussed in the chapter Photographs encapsulate the essence of the subject in a creative way edge bars’. This context could have helped the target respondents to relax, to develop a better rapport with interviewers and other respondents, and to think more about the issues and express their feelings more clearly. If the interviews were conducted over the Internet, the same levels of relaxation and rapport may not work. If the interviews were targeted at older respondents, they may have felt very self-conscious in ‘leading- edge bars’, which may restrict their responses. Researchers therefore must understand characteristics of respondents, how they react to particular issues and how they react in different contexts or environments. These factors are illustrated in Figure 3.2, which acts as a reminder of the understanding of respondents that researchers must develop, in order to choose and apply the best research technique. Research design classification Research designs may be broadly classified as exploratory or conclusive (see Figure 3.3). The differences between exploratory research and conclusive research are sum- marised in Table 3.1. Chapter 3 • Research design 62 Context or environment where respondent is questioned Nature of issue under investigation, as perceived by respondent Nature of respondent Figure 3.2 Understanding respondents – to help choose optimum research techniques Multiple cross-sectional Single cross-sectional Longitudinal design Cross-sectional design Causal research Descriptive research Quantitative exploration Qualitative exploration Conclusive design Research design Exploratory design Figure 3.3 A classification of marketing research designs Exploratory research A research design characterised by a flexible and evolving approach to understand marketing phenomena that are inherently difficult to measure. Conclusive research A research design characterised by the measurement of clearly defined marketing phenomena. International marketing research 249 International marketing research The selection of appropriate interviewing techniques is much more difficult in for- eign countries because of the challenges of conducting research there. Given the differences in the economic, structural, informational, technological and socio- cultural environment, the feasibility and popularity of the different interviewing techniques vary widely. In the United States and Canada, for example, the telephone has achieved almost total penetration of households. Consequently, telephone interviewing is a dominant mode of questionnaire administration. The same situa- tion exists in some European countries, such as Sweden. In many other European countries, however, the telephone interview gets confused with telephone sales. This results in high refusal rates and scepticism of what the purpose of a survey is. In developing countries, the problem with the telephone is the low number of house- holds that have telephones. Because of the low cost, mail interviews continue to be used in most developed countries where literacy is high and the postal system is well developed, for example in Britain, Canada, Denmark, Finland, Iceland, the Netherlands, Norway, Sweden and the United States. In many parts of Africa, Asia and South America, however, the use of mail surveys and mail panels is low because of illiteracy and the large proportion of the population living in rural areas. The following example illustrates how CAPI technology has developed to allow consistent approaches to survey techniques across Europe. It shows that, by develop- ing an appreciation of the cultural differences between countries, a research design can be built that allows accurate and comparable surveys to be conducted. CAPIBUS Europe40 The concept of the International Omnibus is not new; many research groups offer an interna- tional service. In reality, however, these have been little more than brokering services, bolting together whatever omnibus is available in each country, with little real standardisation. Research Services Limited and the IPSOS group have tackled this problem by calling on the benefits of CAPI technology to introduce CAPIBUS Europe, a weekly omnibus survey covering the six major markets of Europe (Britain, France, Germany, Italy, Netherlands and Spain). The use of computer technology means that questionnaires can be scripted in one loca- tion and transmitted electronically to other countries. While the need to ensure accurate translation remains, the problems involved in having different questionnaire formats, classi- fication systems and data maps are minimised. At the end of a project, data are again transmitted electronically, to be aggregated by the lead agency in a standardised format for all markets. This can then be weighted to provide information on the European market as well as for each local market. ■ Selection of survey techniques No questionnaire administration method is superior in all situations. Table 10.4 presents a comparative evaluation of the major modes of collecting quantitative data in the context of international marketing research. In this table, the survey techniques are discussed only under the broad headings of telephone, personal, mail and electronic interviews. The use of CATI, CAPI, electronic survey and mail panels depends heavily on the state of technological development in the country. Likewise, the use of street interviewing is contingent upon the dominance of shop- ping centres in the retailing environment. e x a m p l e ▲ Marginal definitions provide a summary of key terms highlighted in the text and are repeated in the Glossary at the back of the book Flow charts order the discussion which follows to allow for quick reference International marketing research shows how the topics discussed fit into an international context Examples pinpoint specific companies to illustrate the points made
  22. 22. xxi Chapter 4 • Secondary data collection and analysis 104 Ethics in marketing research Possible ethical dilemmas exist when using internal or external secondary data. Some ethical issues that are pertinent include: ■ The unnecessary collection of primary data when the problem can be addressed based on secondary data alone ■ The use of only secondary data when primary data are needed ■ The use of secondary data that are not applicable ■ The use of secondary data that have been gathered through morally questionable means ■ Compromising the anonymity of customer details held on databases. As was discussed in Chapter 2, the unnecessary collection of expensive primary data when the research problem can be addressed using only secondary data is unethical. In this case, the researcher is using a more expensive method that is less appropri- ate. Similarly, the exclusive reliance on secondary data when the research problem requires primary data collection could raise ethical concerns. This is particularly true if the researcher is charging a fixed fee for the project and the research design was not specified in advance. Here again, the researcher’s profit goes up, but at the expense of the client. The researcher is ethically obliged to ensure the relevance and usefulness of sec- ondary data to the problem at hand. The secondary data should be evaluated by the criteria discussed earlier in this chapter. Only data judged to be appropriate should be used. Internet and computer applications The World Wide Web as an online source of secondary data The World Wide Web is a vital source of secondary data and intelligence for the marketing researcher. The speed of the Internet can aid rapid problem diagnosis and data collection at various stages of the research process. Given the global nature of the technology, the Internet is a vital tool for the international marketing researcher. Searching the Web is facilitated by using generalist search engines such as Google, Yahoo! or AltaVista, which require a few keywords to get hundreds of sites related to one subject. One can go directly to the Websites of traditional suppli- ers of secondary data from government or business sources. Many of those sites also have inside search engines that sort data from the supplier’s internal database. Information on the Web is of great value as generally it is current, though care must be taken to note when Web pages have been updated. It should be noted that not all secondary data on the Web is free. The Web may reveal the existence of data on a particular subject or industry, but remember the costs involved in conducting qual- ity research. Hence the Web may be used to give an awareness and a ‘taste’ of secondary data but it does not necessarily mean ‘free’ data. See the Companion Website for Professional Perspective 9 by Trevor Fenwick. Trevor’s article ‘How online retrieval is devaluing research’ is a reminder of the quality issues of secondary data gathered from the Internet. ➤➤➤ See Professional Perspective 9. Summary A questionnaire has three objectives. It must translate the information needed into a set of specific questions the respondents can and will answer. It must motivate respondents to complete the interview. It must also minimise response error. Designing a questionnaire is more of a craft than a science. This is primarily caused by the interrelationship of stages and the trade-offs that questionnaire designers make in balancing the source of ideas, question purposes, actual questions and question analyses. The steps involved in the questionnaire design process involve: 1 Specifying the information needed. Understanding what information decision- makers need. 2 Specifying the type of interviewing method. Understanding which means of elic- iting the information will work best, given the research design constraints that the researcher has to work with. 3 Determining the content of individual questions. Understanding the purpose of each question and working out how a posed question may fulfil that purpose. 4 Overcoming the respondents’ inability and unwillingness to answer questions. Understanding the process of approaching and questioning respondents – from their perspective. Knowing what benefits they get from taking part in the survey process. 5 Choosing the question structure. Understanding how individual questions help to elicit information from respondents and help them to express their feelings. 6 Choosing the question wording. Understanding the meaning of words from the perspective of the respondent. 7 Arranging the questions in a proper order. Understanding what ‘proper’ means from the perspective of the respondent. Recognising that, as each question is posed to a respondent and they think about their response, the respondent changes. Information is not only drawn out of respondents, it is communicated to them as each question is tackled. 8 Identifying the form and layout of the questionnaire. Understanding how in a self-completion scenario the form and layout motivate and help the respondent to answer the questions properly and honestly. Understanding how the form and layout help the interviewer to conduct and record the interview. 9 Reproducing the questionnaire. Understanding how the professional appearance of a questionnaire affects the perceived credibility and professional ability of researchers. 10 Eliminating problems by pilot-testing. Understanding that no matter how much experience the researcher has in designing questionnaires – the issues, respondent characteristics and context of questioning make each survey unique – pilot- testing is vital. Chapter 13 • Questionnaire design 352 1 What is the purpose of the questionnaire? 2 What expectations does the marketing researcher have of potential questionnaire respondents – in terms of how they will react to the experience of completing a questionnaire? 3 What does the marketing researcher have to offer potential questionnaire respon- dents? Why should this question be considered? 4 How would you determine whether a specific question should be included in a questionnaire? Questions ????? Ethics in marketing research focus on the ethical practice of marketing research and the dilemmas that researchers face Internet and computer applications integrated throughout the text as well as at the end of each chapter tackle the impact of the Internet and IT on marketing research As issues emerge in individual chapters, links are made to specific articles within the Professional Perspectives section on the Companion Website A Summary at the end of each chapter lists the main points covered Notes 353 5 What are the reasons why respondents may be (a) unable to answer and (b) unwill- ing to answer the question asked? 6 Explain the errors of omission, telescoping and creation. What can be done to reduce such errors? 7 Explain the concepts of aided and unaided recall. 8 What can a researcher do to make the request for information seem legitimate? 9 What are the advantages and disadvantages of unstructured questions? 10 What are the issues involved in designing multiple-choice questions? 11 What are the guidelines available for deciding on question wording? 12 What is a leading question? Give an example. 13 What is the proper order for questions intended to obtain basic, classification and identification information? 14 What guidelines are available for deciding on the form and layout of a questionnaire? 15 Describe the issues involved in pilot-testing a questionnaire. 1 Dowding, P., Research, Fieldwork Supplement, July 2000, 4. 2 Abel, S., ‘Finding the elusive young through co-operative par- ents’, ResearchPlus (February 1996). 3 The founding reference to this subject is Payne, S.L., The Art of Asking Questions (Princeton, NJ: Princeton University Press, 1951). 4 These guidelines are drawn from several books on question- naire design: Schuman, H. and Presser, S., Questions and Answers in Attitude Surveys (Thousand Oaks, CA: Sage, 1996); Fink, A., How to Ask Survey Questions (Thousand Oaks, CA: Sage, 1995); Sudman, S. and Bradburn, N.M., Asking Questions (San Francisco, CA: Jossey-Bass, 1983); Erdos, P.L., Professional Mail Surveys (Malabar, FL: Robert E. Krieger, 1983); Fowler Jr, F.J., Backstrom, C.H. and Hursh-Csar, G., Survey Research (Cambridge, MA: Wiley, 1981); Labau, P., Advanced Questionnaire Design (Orlando, FL: Abt Books, 1981); Dillman, D., Mail and Telephone Surveys: The Total Design Method (New York: Wiley, 1978); Blankenship, A.B., Professional Telephone Surveys (New York: McGraw-Hill, 1977), 94–5; Korhauser, A. and Sheatsley, P.B., ‘Questionnaire construction and interview procedure’, in Selltiz, C., Wrightsman, L.S. and Cook, S.W., (eds) Research Methods in Social Relations, 3rd edn (New York: Holt, Rinehart & Winston, 1976), 541–73. 5 Bourque, L.B. and Fielder, E.P., How to Conduct Self- Administered and Mail Surveys (Thousand Oaks, CA: Sage, 1995); Frey, J.H. and Oishi, S.M., How to Conduct Interviews by Telephone and in Person (Thousand Oaks, CA: Sage, 1995). 6 Semon, T.T., ‘Asking “how important” is not enough’, Marketing News 31(16) (4 August 1997), 19; Hague, P., ‘Good and bad in questionnaire design’, Industrial Marketing Digest, 12, Third Quarter 1987, 161–70. 7 Boyd Jr, H.W., Westfall, R. and Stasch, S.E., Marketing Research: Text and Cases, 7th edn (Homewood, IL: Irwin, 1989), 277. 8 Stapel, J., ‘Observations: a brief observation about likability and interestingness of advertising’, Journal of Advertising Research 34(2) (March/April 1994), 79–80; Bishop, G.E., Oldendick, R.W. and Tuchfarber, A.J., ‘Effects of filter ques- tions in public opinion surveys’, Public Opinion Quarterly 46 (Spring 1982), 66–85. 9 Schneider, K.C. and Johnson, J.C., ‘Link between response- inducing strategies and uninformed response’, Marketing Intelligence and Planning 12(1) (1994), 29–36. 10 Dutka, S. and Frankel, L.R., ‘Measuring response error’, Journal of Advertising Research 37(1) (January/February 1997), 33–9; Haller, T., Danger: Marketing Researcher at Work (Westport, CT: Quotum Books, 1983), 149. 11 Menon, G., Raghubir, P. and Schwarz, N., ‘Behavioural fre- quency judgments: an accessibility-diagnosticity framework’, Journal of Consumer Research 22(2) (September 1995), 212–28; Cook, W.A., ‘Telescoping and memory’s other tricks’, Journal of Advertising Research (February–March 1987), 5–8; Sudman, S., Finn, A. and Lannom, L., ‘The use of bounded recall procedures in single interviews’, Public Opinion Quarterly (Summer 1984), 520–4. 12 Hill, R.P., ‘Researching sensitive topics in marketing – the spe- cial case of vulnerable populations’, Journal of Public Policy and Marketing 1(1) (Spring 1995), 143–8. 13 Tourangeau, R. and Smith, T.W.,‘Asking sensitive questions: the impact of data collection mode, question format, and question context’, Public Opinion Quarterly 60(20) (Summer 1996), 275–304; Marquis, K.H., Marquis, M.S. and Polich, M.J., ‘Response bias and reliability in sensitive topic surveys’, Journal of the American Statistical Association (June 1986), 381–9. 14 Peterson, R.A., ‘Asking the age question: a research note’, Public Opinion Quarterly (Spring 1984), 379–83; Sheth, J.N., LeClaire Jr, A. and Wachsprass, D., ‘Impact of asking race information in mail surveys’, Journal of Marketing (Winter 1980), 67–70. Notes Questions test the student’s understanding of the chapter’s content Notes are sources for further reading
  23. 23. xxii We are grateful to the foll