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The National Institutes of Health measure of Healing Experience of All Life Stressors (NIH-HEALS): Factor analysis and validation

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  • Rezvan Ameli
  • Ninet Sinaii
  • María José Luna
  • Julia Cheringal
  • Brunilde Gril
  • Ann Berger

Abstract

Two hundred patients with severe and/or life-threatening disease were recruited form the NIH Clinical Center and participated in the validation of the NIH-HEALS, which included exploratory factor analysis, principal component analysis, reliability, convergent validity, and divergent validity analyses. Item-reducing principal components analysis and internal consistency and split-half reliability demonstrated excellent internal consistency and split-half reliability (Cronbach’s alpha = 0.89, split-half reliability = 0.95). Exploratory factor analysis revealed a three-factor structure, namely Connection (including religious, spiritual, and interpersonal), Reflection & Introspection, and Trust & Acceptance. Seven items were not retained. Convergent and divergent validity of 35-item NIH-HEALS against other validated measures of healing and spirituality provided strong evidence for its validity. As predicted, the Healed factor of the Self-Integration Scale (SIS), and Meaning, Peace, and Faith factors of the Functional Assessment of Chronic Illness Therapy-Spiritual Well-Being-12 Scale (FACIT-SP12) were all positively and significantly correlated with the NIH-HEALS and its three factors. Divergent validity was also confirmed by the significant negative correlation between the NIH-HEALS and the Codependent factor on the SIS. Confirmatory Factor Analyses revealed good model fit by GFI (0.96), adjusted GFI (0.95), SRMR (0.077), and RMSEA (0.065), supporting the use of the NIH-HEALS with 35 items.

Suggested Citation

  • Rezvan Ameli & Ninet Sinaii & María José Luna & Julia Cheringal & Brunilde Gril & Ann Berger, 2018. "The National Institutes of Health measure of Healing Experience of All Life Stressors (NIH-HEALS): Factor analysis and validation," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-17, December.
    • Handle: RePEc:plo:pone00:0207820
    DOI: 10.1371/journal.pone.0207820
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    References listed on IDEAS

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    1. Julianne Holt-Lunstad & Timothy B Smith & J Bradley Layton, 2010. "Social Relationships and Mortality Risk: A Meta-analytic Review," PLOS Medicine, Public Library of Science, vol. 7(7), pages 1-1, July.
    2. Fife, Betsy L., 2005. "The role of constructed meaning in adaptation to the onset of life-threatening illness," Social Science & Medicine, Elsevier, vol. 61(10), pages 2132-2143, November.
    3. Fife, Betsy L., 1995. "The measurement of meaning in illness," Social Science & Medicine, Elsevier, vol. 40(8), pages 1021-1028, April.
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    1. Eve Namisango & Emmanuel B. K. Luyirika & Lawrence Matovu & Ann Berger, 2023. "The Meaning of Healing to Adult Patients with Advanced Cancer," IJERPH, MDPI, vol. 20(2), pages 1-15, January.

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