2018
DOI: 10.3389/fpubh.2018.00149
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Best Practices for Developing and Validating Scales for Health, Social, and Behavioral Research: A Primer

Abstract: Scale development and validation are critical to much of the work in the health, social, and behavioral sciences. However, the constellation of techniques required for scale development and evaluation can be onerous, jargon-filled, unfamiliar, and resource-intensive. Further, it is often not a part of graduate training. Therefore, our goal was to concisely review the process of scale development in as straightforward a manner as possible, both to facilitate the development of new, valid, and reliable scales, a… Show more

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Cited by 2,450 publications
(2,977 citation statements)
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References 116 publications
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“…Item distributions were assessed to consider the estimation method for EFA and CFA (multivariate distribution; Boateng et al, ; Swami & Barron, in press). Multivariate normality was assessed through the Mardia's test (skewness 611.80, χ 2 (15, 180) = 29,278.26, p < .001; kurtosis χ 2 (1) = 2,484.37, p < .001).…”
Section: Methodsmentioning
confidence: 99%
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“…Item distributions were assessed to consider the estimation method for EFA and CFA (multivariate distribution; Boateng et al, ; Swami & Barron, in press). Multivariate normality was assessed through the Mardia's test (skewness 611.80, χ 2 (15, 180) = 29,278.26, p < .001; kurtosis χ 2 (1) = 2,484.37, p < .001).…”
Section: Methodsmentioning
confidence: 99%
“…Factors in the actual data are only retained if their eigenvalues are greater than the eigenvalues from the random data (Hayton, Allen, & Scarpello, ). We removed items with insufficient factor loadings (<0.60; Hair, Black, Babin, & Anderson, ; Swami & Barron, in press) and inter‐item or item‐total correlations <.30 in Study 1 (Boateng et al, ).…”
Section: Methodsmentioning
confidence: 99%
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“…Face validity refers to the clarity and readability of the items and responses and content validity to the adequacy of the instruments' ability to assess what it is presumed to measure (Boateng, Neilands, Frongillo, Melgar‐Quiñonez, & Young, ). In content validity, the items are evaluated for content relevance and representativeness by experts and by the target population (Boateng et al, ; DeVon et al, ).…”
Section: Methodsmentioning
confidence: 99%
“…Using recommendations in literature for initial scale validation (Boateng, Neilands, Frongillo, Melgar‐Quiñonez, & Young, ; Clark & Watson ; Comrey & Lee, ), we recruited a sample of 200 American adults through Prolific Academic. The duration of the study was 6–7 min and the respondents were paid 0.70 American dollars (approximately 0.64 euros) for their participation.…”
Section: Methodsmentioning
confidence: 99%