Literature DB >> 30770131

Intersectional decomposition analysis with differential exposure, effects, and construct.

John W Jackson1, Tyler J VanderWeele2.   

Abstract

In recent years a wide array of proposals for bringing intersectional perspectives into quantitative studies of health disparities have appeared, from studies of interaction, predictive discrimination, to mediation. Bauer and Scheim, in a companion set of articles, extend these proposals by developing new attribution-blind measures of perceived discrimination and using VanderWeele's 3-way decomposition to quantify its contribution to disparities through differential exposure and differential effects (sometimes called differential vulnerability or susceptibility). In this commentary, after providing an overview of causal inference interpretations with social characteristics, we provide a broad overview of old and new decomposition methods in the social sciences literature and contrast their strengths and weaknesses for studying intersectional inequalities. We then examine how different forms of differential effects can be expressed within these decompositions and discuss their utility for the purpose of informing interventions for reducing disparities. Last, we discuss the tension in social sciences research when prominent explanatory variables represent constructs that are only defined or exist for certain marginalized populations and may not neatly fit within the decomposition methods framework. Through these discussions, we aim to provide greater conceptual clarity for applied researchers who are interested in using decomposition methods and other approaches to advance intersectional equity.
Copyright © 2019 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Decomposition; Disparities; Equity; Inequalities; Intersectionality; Mediation; Oaxaca-blinder; Vulnerability

Mesh:

Year:  2019        PMID: 30770131      PMCID: PMC6886261          DOI: 10.1016/j.socscimed.2019.01.033

Source DB:  PubMed          Journal:  Soc Sci Med        ISSN: 0277-9536            Impact factor:   4.634


  38 in total

1.  The causal mediation formula--a guide to the assessment of pathways and mechanisms.

Authors:  Judea Pearl
Journal:  Prev Sci       Date:  2012-08

2.  Unequal Exposure or Unequal Vulnerability? Contributions of Neighborhood Conditions and Cardiovascular Risk Factors to Socioeconomic Inequality in Incident Cardiovascular Disease in the Multi-Ethnic Study of Atherosclerosis.

Authors:  Mustafa Hussein; Ana V Diez Roux; Mahasin S Mujahid; Theresa A Hastert; Kiarri N Kershaw; Alain G Bertoni; Ana Baylin
Journal:  Am J Epidemiol       Date:  2018-07-01       Impact factor: 4.897

3.  Methods for analytic intercategorical intersectionality in quantitative research: Discrimination as a mediator of health inequalities.

Authors:  Greta R Bauer; Ayden I Scheim
Journal:  Soc Sci Med       Date:  2019-01-21       Impact factor: 4.634

4.  Incorporating intersectionality theory into population health research methodology: challenges and the potential to advance health equity.

Authors:  Greta R Bauer
Journal:  Soc Sci Med       Date:  2014-03-25       Impact factor: 4.634

5.  Commentary: race and sex are causes.

Authors:  Clark Glymour; Madelyn R Glymour
Journal:  Epidemiology       Date:  2014-07       Impact factor: 4.822

6.  Decomposition Analysis to Identify Intervention Targets for Reducing Disparities.

Authors:  John W Jackson; Tyler J VanderWeele
Journal:  Epidemiology       Date:  2018-11       Impact factor: 4.822

7.  A multilevel approach to modeling health inequalities at the intersection of multiple social identities.

Authors:  Clare R Evans; David R Williams; Jukka-Pekka Onnela; S V Subramanian
Journal:  Soc Sci Med       Date:  2017-11-30       Impact factor: 4.634

Review 8.  Disparities at the intersection of marginalized groups.

Authors:  John W Jackson; David R Williams; Tyler J VanderWeele
Journal:  Soc Psychiatry Psychiatr Epidemiol       Date:  2016-08-16       Impact factor: 4.328

9.  Longitudinal Mediation Analysis with Time-varying Mediators and Exposures, with Application to Survival Outcomes.

Authors:  Wenjing Zheng; Mark van der Laan
Journal:  J Causal Inference       Date:  2017-06-23

10.  Meddling with middle modalities: a decomposition approach to mental health inequalities between intersectional gender and economic middle groups in northern Sweden.

Authors:  Per E Gustafsson; Miguel San Sebastián; Paola A Mosquera
Journal:  Glob Health Action       Date:  2016-11-24       Impact factor: 2.640

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  18 in total

Review 1.  Disadvantaged neighborhoods and racial disparity in breast cancer outcomes: the biological link.

Authors:  Geetanjali Saini; Angela Ogden; Lauren E McCullough; Mylin Torres; Padmashree Rida; Ritu Aneja
Journal:  Cancer Causes Control       Date:  2019-05-20       Impact factor: 2.506

2.  Decompositions of the Contribution of Treatment Disparities to Survival Disparities in Stage I-II Pancreatic Adenocarcinoma.

Authors:  Douglas S Swords; Courtney L Scaife
Journal:  Ann Surg Oncol       Date:  2020-11-03       Impact factor: 5.344

3.  Invited Commentary: Making Causal Inference More Social and (Social) Epidemiology More Causal.

Authors:  John W Jackson; Onyebuchi A Arah
Journal:  Am J Epidemiol       Date:  2020-03-02       Impact factor: 4.897

4.  Quality and Location of the Surgical Episode Mediate a Large Proportion of Socioeconomic-Based Survival Disparities in Patients with Resected Stage I-III Colon Cancer.

Authors:  Douglas S Swords; Brian K Bednarski; Craig A Messick; Matthew M Tillman; George J Chang; Y Nancy You
Journal:  Ann Surg Oncol       Date:  2021-08-18       Impact factor: 5.344

5.  Biopsychosocial Health Outcomes and Experienced Intersectional Stigma in a Mixed HIV Serostatus Longitudinal Cohort of Aging Sexual Minority Men, United States, 2008‒2019.

Authors:  M Reuel Friedman; Qimin Liu; Steven Meanley; Sabina A Haberlen; Andre L Brown; Bulent Turan; Janet M Turan; Mark Brennan-Ing; Valentina Stosor; Matthew J Mimiaga; Deanna Ware; James E Egan; Michael W Plankey
Journal:  Am J Public Health       Date:  2022-06       Impact factor: 11.561

6.  Perceived racial discrimination partially mediates racial-ethnic disparities in dental utilization and oral health.

Authors:  Astha Singhal; John W Jackson
Journal:  J Public Health Dent       Date:  2022-03       Impact factor: 2.258

7.  Examining Disparities in Excessive Alcohol Use Among Black and Hispanic Lesbian and Bisexual Women in the United States: An Intersectional Analysis.

Authors:  Naomi Greene; John W Jackson; Lorraine T Dean
Journal:  J Stud Alcohol Drugs       Date:  2020-07       Impact factor: 2.582

8.  Past-year discrimination and cigarette smoking among sexual minority women: investigating racial/ethnic and sexual identity differences.

Authors:  Billy A Caceres; Tonda L Hughes; Cindy B Veldhuis; Alicia K Matthews
Journal:  J Behav Med       Date:  2021-04-02

9.  Beyond Black and White: race and sexual identity as contributors to healthcare system distrust after breast cancer screening among US women.

Authors:  Lorraine T Dean; Naomi Greene; Mary Anne Adams; Sophia R Geffen; Jowanna Malone; Kristi Tredway; Tonia Poteat
Journal:  Psychooncology       Date:  2021-03-10       Impact factor: 3.955

10.  Meaningful Causal Decompositions in Health Equity Research: Definition, Identification, and Estimation Through a Weighting Framework.

Authors:  John W Jackson
Journal:  Epidemiology       Date:  2021-03-01       Impact factor: 4.822

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