Are we validly assessing major depression disorder risk and associated factors among mothers of young children? A cross-sectional study involving home visitation programs.
Journal
PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081
Informations de publication
Date de publication:
2019
2019
Historique:
received:
15
06
2017
accepted:
11
12
2018
entrez:
8
1
2019
pubmed:
8
1
2019
medline:
24
9
2019
Statut:
epublish
Résumé
Failure to account for misclassification error accruing from imperfect case-finding instruments can produce biased estimates of suspected major depression disorder (MDD) risk factor associations. The objective of this study was to estimate the impact of misclassification error on the magnitude of measures of association between suspected risk factors and MDD assessed using the Center of Epidemiological Studies on Depression-Short Form during the prenatal and postnatal periods. Baseline data were collected from 520 mothers participating in two home visitation studies in Oklahoma City between 2010 and 2014. A Bayesian binomial latent class model was used to compare the prevalence proportion ratio (PPR) between suspected risk factors and MDD with and without adjustment for misclassification error and confounding by period of MDD symptom on-set. Adjustment for misclassification error and confounding by period of MDD on-set (prenatal vs postnatal) showed that the association between suspected risk factors and MDD is underestimated (-) and overestimated (+) differentially in different source populations of low-income mothers. The median bias in the magnitude of PPR estimates ranged between -.47 (95% Bayesian Credible Intervals [BCI]: -10.67, 1.90) for intimate partner violence to +.06 (95%BCI: -0.37, 0.47) for race/ethnicity among native-born US residents. Among recent Hispanic immigrants, bias ranged from -.77 (95%BCI: -15.31, 0.96) for history of childhood maltreatment to +.10 (95%BCI: -0.17, 0.39) for adequacy of family resources. Overall, the extent of bias on measures of association between maternal MDD and suspected risk factors is considerable without adjustment for misclassification error and is even higher for confounding by period of MDD assessment. Consideration of these biases in MDD prevention research is warranted.
Identifiants
pubmed: 30615650
doi: 10.1371/journal.pone.0209735
pii: PONE-D-17-22943
pmc: PMC6322825
doi:
Types de publication
Journal Article
Research Support, U.S. Gov't, Non-P.H.S.
Research Support, U.S. Gov't, P.H.S.
Langues
eng
Sous-ensembles de citation
IM
Pagination
e0209735Subventions
Organisme : NIGMS NIH HHS
ID : U54 GM104938
Pays : United States
Déclaration de conflit d'intérêts
The authors have declared that no competing interests exist.
Références
Infant Ment Health J. 2007 Mar;28(2):151-170
pubmed: 28640556
Psychol Med. 2002 May;32(4):585-94
pubmed: 12102373
J Affect Disord. 2015 Apr 1;175:224-8
pubmed: 25658495
Psychiatry Res. 2018 Mar;261:80-87
pubmed: 29289025
J Affect Disord. 2014 Sep;166:71-8
pubmed: 25012412
Pediatrics. 2013 Nov;132 Suppl 2:S59-64
pubmed: 24187124
Child Care Health Dev. 1987 Mar-Apr;13(2):111-25
pubmed: 3581439
Aggress Violent Behav. 2010 May;15(3):191-200
pubmed: 20401324
Matern Child Health J. 2003 Sep;7(3):157-68
pubmed: 14509411
Nurs Res. 2001 Sep-Oct;50(5):275-85
pubmed: 11570712
J Consult Clin Psychol. 2009 Aug;77(4):788-99
pubmed: 19634970
Arch Womens Ment Health. 2015 Apr;18(2):255-257
pubmed: 25209355
Prev Chronic Dis. 2011 Nov;8(6):A119
pubmed: 22005612
J Clin Epidemiol. 1989;42(1):69-78
pubmed: 2913189
Int J Epidemiol. 2005 Jun;34(3):680-7
pubmed: 15802377
Matern Child Health J. 2005 Sep;9(3):273-83
pubmed: 16240078
Br J Psychiatry. 2002 Sep;181:208-13
pubmed: 12204924
Annu Rev Public Health. 2013;34:119-38
pubmed: 23514317
J Affect Disord. 2016 Sep 01;201:185-93
pubmed: 27240311
J Am Acad Child Adolesc Psychiatry. 1998 Nov;37(11):1134-41
pubmed: 9808924
J Consult Clin Psychol. 1999 Aug;67(4):491-501
pubmed: 10450619
J Clin Epidemiol. 1993 Oct;46(10):1195-202
pubmed: 8410104
Am J Obstet Gynecol. 2010 Jan;202(1):5-14
pubmed: 20096252
Clin Child Fam Psychol Rev. 2011 Mar;14(1):1-27
pubmed: 21052833
Pediatrics. 2010 Mar;125(3):e609-17
pubmed: 20156899
Evid Rep Technol Assess (Summ). 2005 Feb;(119):1-8
pubmed: 15760246
J Psychiatr Res. 2011 Feb;45(2):213-9
pubmed: 20542520
J Womens Health (Larchmt). 2011 Nov;20(11):1609-17
pubmed: 21877915
Nurs Res. 1996 Sep-Oct;45(5):297-303
pubmed: 8831657
Am J Epidemiol. 2002 Nov 1;156(9):797-802
pubmed: 12396996
Child Maltreat. 2012 Aug;17(3):242-52
pubmed: 22927674
West J Med. 2001 Nov;175(5):349-52
pubmed: 11694495
J Affect Disord. 2012 Jan;136(1-2):155-162
pubmed: 21864914
Violence Vict. 2004 Oct;19(5):507-20
pubmed: 15844722
Child Abuse Negl. 2009 Mar;33(3):127-38
pubmed: 19328548
J Affect Disord. 2016 Nov 15;205:335-343
pubmed: 27566453