One, few or many? An integrated framework for identifying the items in measurement scales

Churchill (1979) proposed a detailed procedure for the development of better multi-item measures that has become popular.
Malhotra et al.

One, few or many? An integrated framework for identifying the items in measurement scales

Naresh K. Malhotra

Georgia Institute of Technology

Soumya Mukhopadhyay and Xiaoyan Liu

Nanyang Technological University

Satyabhusan Dash

IIM Lucknow

Introduction

The importance of scaling and measurement is well known in any field of basic and applied research. The purpose of measurement is to provide empirical estimation for relevant constructs of interest. Therefore, from the perspective of theory development and validation, measurement issues play a crucial role in any scientific endeavour. Research in marketing is no exception to this rule (Kalwani &...

Not a subscriber?

Schedule your live demo with our team today

WARC helps you to plan, create and deliver more effective marketing

  • Prove your case and back-up your idea

  • Get expert guidance on strategic challenges

  • Tackle current and emerging marketing themes

We’re long-term subscribers to WARC and it’s a tool we use extensively. We use it to source case studies and best practice for the purposes of internal training, as well as for putting persuasive cases to clients. In compiling a recent case for long-term, sustained investment in brand, we were able to support key marketing principles with numerous case studies sourced from WARC. It helped bring what could have been a relatively dry deck to life with recognisable brand successes from across a broad number of categories. It’s incredibly efficient to have such a wealth of insight in one place.

Insights Team
Bray Leino

You’re in good company

We work with 80% of Forbes' most valuable brands* and 80% of the world's top top-of-the-class agencies.

* Top 10 brands