Evidence map›Paper›PMID 31930744›Full record

ArticlePaediatric and perinatal epidemiology2020

Ecological momentary assessment of stress, racism and other forms of discrimination during pregnancy using smartphone technology.

Dara D Mendez, Sarah A Sanders, Yu-Hsuan Lai, Meredith L Wallace, Stephen L Rathbun, Tiffany L Gary-Webb, Esa M Davis, Lora E Burke

Abstract read
In one paragraph

Article in Paediatric and perinatal epidemiology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

20 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Effects of a Smartphone-Based Mindfulness Intervention on Momentary Stress Among First Responders: a Micro-Randomized Trial.Prevention science : the official journal of the Society for Prevention Research · 2026
    Article
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  14. Allostatic Load and Adverse Pregnancy Outcomes.Obstetrics and gynecology · 2022
    Observational
  15. Article
  16. Historical Loss: Implications for Health of American Indians in the Blackfeet Community.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2022
    Article
  17. Article
  18. Article
  19. Addressing Inequities in Cardiovascular Disease and Maternal Health in Black Women.Circulation. Cardiovascular quality and outcomes · 2021
    Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Dara D MendezDepartment of Epidemiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, USA.ORCID 0000-0003-3999-1991
Sarah A SandersBehavioral and Community Health Sciences, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, USA.ORCID 0000-0002-1432-022X
Yu-Hsuan LaiDepartment of Epidemiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, USA.ORCID 0000-0002-7254-7617
Meredith L WallaceDepartment of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA.ORCID 0000-0003-3951-890X
Stephen L RathbunDepartment of Epidemiology and Biostatistics, University of Georgia College of Public Health, Athens, GA, USA.ORCID 0000-0002-4704-5316
Tiffany L Gary-WebbDepartment of Epidemiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, USA.ORCID 0000-0001-9843-1084
Esa M DavisDivision of Internal Medicine, University of Pittsburgh Department of Medicine, Pittsburgh, PA, USA.ORCID 0000-0002-6658-1528
Lora E BurkeSchool of Nursing, University of Pittsburgh, Pittsburgh, PA, USA.ORCID 0000-0003-2434-9867

Funding

Postpartum Weight Retention and Cardiometabolic Disparities: The Effects of Contexual, Psychosocial, and Behavioral FactorsR01HL135218 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI MENDEZ, DARA DANEEN · 2017 to 2021
$3.4M
NHLBI NIH HHS R01 HL135218NHLBI NIH HHS R01HL135218
6 · The paper itself

Abstract

backgroundIn the United States, there are considerable racial inequities in adverse perinatal outcomes. Exposure to racism, sexism, and other forms of oppression may help explain these inequities.

objectivesTo describe the application of real-time data collection using ecological momentary assessment (EMA) and smartphone technology to assess exposure to stress, racism, sexism, microaggressions, and other forms of oppression.

methodsThe Postpartum Mothers Mobile Study (PMOMS) is an ongoing longitudinal cohort study that began recruitment in December 2017. Participants delivering at a hospital in Pittsburgh, PA are recruited by 29 weeks' gestation. Using smartphones and smart scales, participants complete daily surveys related to psychosocial, behavioural, and contextual factors and weigh themselves weekly for approximately 15 months. We provide a preliminary descriptive analysis of EMA self-reported measures of stress, racism, sexism, and microaggressions; and non-EMA measures of stress and major discrimination.

resultsThe sample (n = 230) is 63.5% White, 24.8% Black/African American, and 7% Hispanic origin. The most commonly reported item from the Major Discrimination Scale is being unfairly fired (18.1% of the sample). Of those, 31.7% and 17.1% attribute unfair firing to their gender and race, respectively. From the random EMA measures, on average, participants report experiences of racism and sexism at least once daily, in an average 12-hour day over the 4-week period. Black participants indicate about two experiences per day of racism, and White participants indicate more than 1 per day of sexism. Mean stress levels from the EMA measures were similar to the stress measures collected at baseline.

conclusionsThe methods applied in PMOMS provide real-time data regarding how participants' daily experiences of stress and discrimination influence their lives. Future work will include understanding if and how these EMA measures may relate to already established measures of racism, sexism, and stress; and ultimately understanding associations with perinatal inequities.

Indexed as

Black or African AmericanEcological Momentary AssessmentHispanic or LatinoPregnancyWhite PeopleAdolescentAdultFemaleHumansLongitudinal StudiesRacismSelf ReportSexismSmartphoneSocial DiscriminationStress, Psychologicalecological momentary assessmenthealth status disparitieslongitudinal cohort studymaternal healthpregnancyracismwireless technology

Identifiers

PMID31930744
PMCPMC11219027

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.