A Paradigm for Developing Better Measures of Marketing Constructs
Abstract
A critical element in the evolution of a fundamental body of knowledge in marketing, as well as for improved marketing practice, is the development of better measures of the variables with which marketers work. In this article an approach is outlined by which this goal can be achieved and portions of the approach are illustrated in terms of a job satisfaction measure.
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The study followed widely accepted methodological guidelines and frameworks.
“In doing so, we followed widely accepted methodological guidelines and frameworks ( Churchill 1979; De Vellis 2003; Hinkin 1998; MacKenzie et al. 2011).”
From Trust in the Sharing Economy (2016) · cites this paper as Churchill 1979
The stakeholder panel screening contributed to the establishment of content validity for the preliminary CBE scale.
“thus contributing to the establishment of content validity for the preliminary CBE scale.”
From Consumer Brand Engagement in Social Media: Conceptualization, Scale Development and Validation (2014) · cites this paper as Churchill 1979
The Sargeant et al. (2006) Emotional Utility and Familial Utility scales have weak but acceptable reliabilities (EU alpha=0.68, FU alpha=0.73).
“The Cronbach Alpha for EU was 0.68 and the Cronbach Alpha for FU was 0.73.These reliabilities are seen as weak but acceptable (Churchill, 1979).”
From How personal nostalgia influences giving to charity (2011) · cites this paper as Churchill (1979)
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- Authors
- Churchill, G. A.
- Affiliations
- University of Wisconsin–Madison (US)
- Corresponding author
- Churchill, Gilbert A.
- Venue
- Journal of Marketing Research
- Publisher
- SAGE Publications
- Published
- 1979-02
- Volume
- 16
- Issue
- 1
- Pages
- 64-73
- ISSN
- 0022-2437 (ISSN-L)
- 1547-7193
- OpenAlex
- W1991623719
- Semantic Scholar
- d636f05c5febe7b9f879d444d16e14d599401eeb
- Cited by
- 16,549
- References
- 22
- Citations by year
- 2026: 538 · 2025: 581 · 2024: 628 · 2023: 668 · 2022: 737 · 2021: 755 · 2020: 702 · 2019: 774 · 2018: 716 · 2017: 706 · 2016: 743 · 2015: 783 · 2014: 809 · 2013: 806 · 2012: 759
- FWCI
- 10.26
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Marketing Research (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Social Sciences › Business, Management and Accounting › Marketing › Marketing and Advertising Strategies
- Social Sciences › Decision Sciences › Management Science and Operations Research › Business Strategies and Management Research
- Keywords
- measurement, construct measurement, marketing theory, marketing practice
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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