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Network Psychometrics of the 10-Item Perceived Stress Scale Among Patients With High Cardiovascular and Type 2 Diabetes Risk Using Exploratory Graph Analysis.

Publication ,  Journal Article
Lee, C; Wolever, RQ; Min, SH; Vorderstrasse, AA; Yang, Q
Published in: The Journal of cardiovascular nursing
March 2024

No studies have explored the internal structure of the 10-item Perceived Stress Scale in patients with high cardiovascular and diabetes risk.We scrutinized the dimensionality of the scale in this patient group using exploratory graph analysis, a technique within the developing field of network psychometrics.Analyses were conducted on 200 primary care patients. A bootstrap version of exploratory graph analysis assessed the stability of the dimensions based on structural consistency, item stability, and network loadings.Exploratory graph analysis revealed a 2-dimensional structure; structural consistency of the first dimension was high (0.863), whereas that for the second was low (0.667). Items belonging to the latter dimension did not cluster consistently with each other (ie, low item stability) and were not strongly associated with any particular dimension (ie, weak network loadings).Exploratory graph analysis offers unique outputs, making it easy to assess the dimensional integrity of scales. Further research is warranted regarding the second dimension of the Perceived Stress Scale.

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Published In

The Journal of cardiovascular nursing

DOI

EISSN

1550-5049

ISSN

0889-4655

Publication Date

March 2024

Volume

39

Issue

2

Start / End Page

E36 / E43

Related Subject Headings

  • Surveys and Questionnaires
  • Self Report
  • Reproducibility of Results
  • Psychometrics
  • Psychological Tests
  • Nursing
  • Humans
  • Factor Analysis, Statistical
  • Diabetes Mellitus, Type 2
  • 4205 Nursing
 

Citation

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Lee, C., Wolever, R. Q., Min, S. H., Vorderstrasse, A. A., & Yang, Q. (2024). Network Psychometrics of the 10-Item Perceived Stress Scale Among Patients With High Cardiovascular and Type 2 Diabetes Risk Using Exploratory Graph Analysis. The Journal of Cardiovascular Nursing, 39(2), E36–E43. https://doi.org/10.1097/jcn.0000000000000996
Lee, Chiyoung, Ruth Q. Wolever, Se Hee Min, Allison A. Vorderstrasse, and Qing Yang. “Network Psychometrics of the 10-Item Perceived Stress Scale Among Patients With High Cardiovascular and Type 2 Diabetes Risk Using Exploratory Graph Analysis.The Journal of Cardiovascular Nursing 39, no. 2 (March 2024): E36–43. https://doi.org/10.1097/jcn.0000000000000996.
Lee C, Wolever RQ, Min SH, Vorderstrasse AA, Yang Q. Network Psychometrics of the 10-Item Perceived Stress Scale Among Patients With High Cardiovascular and Type 2 Diabetes Risk Using Exploratory Graph Analysis. The Journal of cardiovascular nursing. 2024 Mar;39(2):E36–43.
Lee, Chiyoung, et al. “Network Psychometrics of the 10-Item Perceived Stress Scale Among Patients With High Cardiovascular and Type 2 Diabetes Risk Using Exploratory Graph Analysis.The Journal of Cardiovascular Nursing, vol. 39, no. 2, Mar. 2024, pp. E36–43. Epmc, doi:10.1097/jcn.0000000000000996.
Lee C, Wolever RQ, Min SH, Vorderstrasse AA, Yang Q. Network Psychometrics of the 10-Item Perceived Stress Scale Among Patients With High Cardiovascular and Type 2 Diabetes Risk Using Exploratory Graph Analysis. The Journal of cardiovascular nursing. 2024 Mar;39(2):E36–E43.

Published In

The Journal of cardiovascular nursing

DOI

EISSN

1550-5049

ISSN

0889-4655

Publication Date

March 2024

Volume

39

Issue

2

Start / End Page

E36 / E43

Related Subject Headings

  • Surveys and Questionnaires
  • Self Report
  • Reproducibility of Results
  • Psychometrics
  • Psychological Tests
  • Nursing
  • Humans
  • Factor Analysis, Statistical
  • Diabetes Mellitus, Type 2
  • 4205 Nursing