The DOI matches its Crossref record; 86 of the 86 references it cites were found in a registry or an index.
Ten Steps in Scale Development and Reporting: A Guide for Researchers
Abstract
Scale development involves numerous theoretical, methodological, and statistical competencies. Despite the central role that scales play in our predictions, scholars often apply measurement building procedures that are inconsistent with best practices. The defaults in statistical programs, inadequate training, and numerous evaluation points can lead to improper practices. Based on a quantitative content analysis of communication journal articles, scholars have improved very little in the communication of their scale development decisions and practices. To address these reoccurring issues, this article breaks down and recommends 10 steps to follow in the scale development process for researchers unfamiliar with the process. Furthermore, the present research makes a unique contribution by overviewing procedures scholars should employ to develop their dimensions and corresponding items. The overarching objective is to encourage the adoption of scale development best practices that yield stronger concepts, and in the long run, a more stable foundation of knowledge.
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In the citing paper
“As pointed out by Carpenter (2018), it is common in scale development to remove items.”
From Development and Validation of a Theory-Based Questionnaire to Measure Different Types of Cognitive Load (2023) · cites this paper as Carpenter (2018)
In the citing paper
“Besides, it is important to meet the requirement of an optimal scale length to ensure participants' motivation (Carpenter, 2018).”
From Development and Validation of a Theory-Based Questionnaire to Measure Different Types of Cognitive Load (2023) · cites this paper as Carpenter, 2018
In the citing paper
“The proposed questionnaire was developed following recommendations from various methodologists (e.g., Carpenter, 2018;DeVellis and Thorpe, 2021;Worthington and Whittaker, 2006).”
From Development and Validation of a Theory-Based Questionnaire to Measure Different Types of Cognitive Load (2023) · cites this paper as Carpenter, 2018
In the citing paper
“Measuring an abstract construct such as cognitive load with a small number of items is problematic (Carpenter, 2018).”
From Development and Validation of a Theory-Based Questionnaire to Measure Different Types of Cognitive Load (2023) · cites this paper as Carpenter, 2018
In the citing paper
“These items were not deleted to maintain the theoretical convergence of the construct (e.g., Carpenter, 2018).”
From Development and Validation of a Theory-Based Questionnaire to Measure Different Types of Cognitive Load (2023) · cites this paper as Carpenter, 2018
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Metadata
- Authors
- Carpenter, S.
- Affiliations
- Michigan State University (US)
- Corresponding author
- Carpenter, Serena
- ORCID
- Carpenter, Serena
- Venue
- Communication Methods and Measures
- Publisher
- Informa UK Limited
- Published
- 2017-11-22
- Volume
- 12
- Issue
- 1
- Pages
- 25-44
- ISSN
- 1931-2458 (ISSN-L)
- 1931-2466
- OpenAlex
- W2768349557
- Cited by
- 1,141
- References
- 86
- Citations by year
- 2026: 208 · 2025: 240 · 2024: 209 · 2023: 130 · 2022: 142 · 2021: 108 · 2020: 67 · 2019: 32 · 2018: 5
- FWCI
- 25.06
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Communication Methods and Measures (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Health Sciences › Nursing › Research and Theory › Health Education and Validation
- Social Sciences › Business, Management and Accounting › Strategy and Management › Business Strategies and Management Research
- Keywords
- scale development, measurement, best practices, item development, measurement reliability, measurement validity, communication research
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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