Understanding self-reported importance of religion/spirituality in a North American sample of individuals at risk for familial depression: A principal component analysis.

Several studies have shown protective effects between health outcomes and subjective reports of religious/spiritual (R/S) importance, as measured by a single self-report item. In a 3-generation study of individuals at high or low familial risk for depression, R/S importance was found to be protectiv...

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Main Authors: Connie Svob, Lidia Y X Wong, Marc J Gameroff, Priya J Wickramaratne, Myrna M Weissman, Jürgen Kayser
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0224141
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spelling doaj-44dc1556f3b842479dd715b7831b5a5d2021-03-04T11:21:18ZengPublic Library of Science (PLoS)PLoS ONE1932-62032019-01-011410e022414110.1371/journal.pone.0224141Understanding self-reported importance of religion/spirituality in a North American sample of individuals at risk for familial depression: A principal component analysis.Connie SvobLidia Y X WongMarc J GameroffPriya J WickramaratneMyrna M WeissmanJürgen KayserSeveral studies have shown protective effects between health outcomes and subjective reports of religious/spiritual (R/S) importance, as measured by a single self-report item. In a 3-generation study of individuals at high or low familial risk for depression, R/S importance was found to be protective against depression, as indicated by clinical and neurobiological outcomes. The psychological components underlying these protective effects, however, remain little understood. Hence, to clarify the meaning of answering the R/S importance item, we employed a comprehensive set of validated scales assessing religious beliefs and experiences and exploratory factor analysis to uncover latent R/S constructs that strongly and independently correlated with the single-item measure of R/S importance. A Varimax-rotated principal component analysis (PCA) resulted in a 23-factor solution (Eigenvalue > 1; 71.5% explained variance) with 8 factors that, respectively, accounted for at least 3% of the total variance. The first factor (15.8%) was directly related to the R/S importance item (r = .819), as well as personal relationship with the Divine, forgiveness by God, religious activities, and religious coping, while precluding gratitude, altruism, and social support, among other survey subscales. The corresponding factor scores were greater in older individuals and those at low familial risk. Moreover, Spearman rank-order correlations between the R/S importance item and other subscales revealed relative consistency across generations and risk groups. Taken together, the single R/S importance item constituted a robust measure of what may be generally conceived of as "religious importance," ranking highest among a diverse latent factor structure of R/S. As this suggests adequate single-item construct validity, it may be adequate for use in health studies lacking the resources for more extensive measures. Nonetheless, given that this single item accounted for only a small fraction of the total survey variance, results based on the item should be interpreted and applied with caution.https://doi.org/10.1371/journal.pone.0224141
collection DOAJ
language English
format Article
sources DOAJ
author Connie Svob
Lidia Y X Wong
Marc J Gameroff
Priya J Wickramaratne
Myrna M Weissman
Jürgen Kayser
spellingShingle Connie Svob
Lidia Y X Wong
Marc J Gameroff
Priya J Wickramaratne
Myrna M Weissman
Jürgen Kayser
Understanding self-reported importance of religion/spirituality in a North American sample of individuals at risk for familial depression: A principal component analysis.
PLoS ONE
author_facet Connie Svob
Lidia Y X Wong
Marc J Gameroff
Priya J Wickramaratne
Myrna M Weissman
Jürgen Kayser
author_sort Connie Svob
title Understanding self-reported importance of religion/spirituality in a North American sample of individuals at risk for familial depression: A principal component analysis.
title_short Understanding self-reported importance of religion/spirituality in a North American sample of individuals at risk for familial depression: A principal component analysis.
title_full Understanding self-reported importance of religion/spirituality in a North American sample of individuals at risk for familial depression: A principal component analysis.
title_fullStr Understanding self-reported importance of religion/spirituality in a North American sample of individuals at risk for familial depression: A principal component analysis.
title_full_unstemmed Understanding self-reported importance of religion/spirituality in a North American sample of individuals at risk for familial depression: A principal component analysis.
title_sort understanding self-reported importance of religion/spirituality in a north american sample of individuals at risk for familial depression: a principal component analysis.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2019-01-01
description Several studies have shown protective effects between health outcomes and subjective reports of religious/spiritual (R/S) importance, as measured by a single self-report item. In a 3-generation study of individuals at high or low familial risk for depression, R/S importance was found to be protective against depression, as indicated by clinical and neurobiological outcomes. The psychological components underlying these protective effects, however, remain little understood. Hence, to clarify the meaning of answering the R/S importance item, we employed a comprehensive set of validated scales assessing religious beliefs and experiences and exploratory factor analysis to uncover latent R/S constructs that strongly and independently correlated with the single-item measure of R/S importance. A Varimax-rotated principal component analysis (PCA) resulted in a 23-factor solution (Eigenvalue > 1; 71.5% explained variance) with 8 factors that, respectively, accounted for at least 3% of the total variance. The first factor (15.8%) was directly related to the R/S importance item (r = .819), as well as personal relationship with the Divine, forgiveness by God, religious activities, and religious coping, while precluding gratitude, altruism, and social support, among other survey subscales. The corresponding factor scores were greater in older individuals and those at low familial risk. Moreover, Spearman rank-order correlations between the R/S importance item and other subscales revealed relative consistency across generations and risk groups. Taken together, the single R/S importance item constituted a robust measure of what may be generally conceived of as "religious importance," ranking highest among a diverse latent factor structure of R/S. As this suggests adequate single-item construct validity, it may be adequate for use in health studies lacking the resources for more extensive measures. Nonetheless, given that this single item accounted for only a small fraction of the total survey variance, results based on the item should be interpreted and applied with caution.
url https://doi.org/10.1371/journal.pone.0224141
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