ReviewPediatric research2021
A new era: improving use of sociodemographic constructs in the analysis of pediatric cohort study data.
Review in Pediatric research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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.
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.
Who cites it
13 citing papers in PubMed, 22 citations in OpenAlex.
- Food Insecurity and Housing Insecurity Associated With Decreased Sleep Regularity in Adolescents.Academic pediatrics · 2026Article
- Physical Activity Levels and Barriers Among Young People with Mental Disorders: A Mixed Methods Analysis Supporting the Development of a National Sport Mental Health Clinic.Sports (Basel, Switzerland) · 2025Article
- Racial and ethnic differences in prenatal exposure to environmental phenols and parabens in the ECHO Cohort.Journal of exposure science & environmental epidemiology · 2025Article
- Adverse Childhood Experiences and Socioemotional Outcomes of Children Born Very Preterm.The Journal of pediatrics · 2025Article
- Risk Assessment of Cognitive Impairment at 2 Years of Age in Infants Born Extremely Preterm Using the INTERGROWTH-21st Growth Standards.The Journal of pediatrics · 2024Observational
- Life satisfaction for adolescents with developmental and behavioral disabilities during the COVID-19 pandemic.Pediatric research · 2024Article
- Reporting of social determinants of health in randomized controlled trials conducted in the pediatric intensive care unit.Frontiers in pediatrics · 2024Article
- Prenatal ambient air pollutant mixture exposure and neurodevelopment in urban children in the Northeastern United States.Environmental research · 2023Article
- An Ethics and Social-Justice Approach to Collecting and Using Demographic Data for Psychological Researchers.Perspectives on psychological science : a journal of the Association for Psychological Science · 2023Article
- Young Children's Dietary Quality in Family Child Care and in Their Own Home.Journal of the Academy of Nutrition and Dietetics · 2023Article
- Confronting Racism in All Forms of Pain Research: Reframing Study Designs.The journal of pain · 2022Article
- Designing Actionable Solutions and Curriculum for Pain Disparities Education.Pain medicine (Malden, Mass.) · 2022Article
- A Consideration of Racism in Pediatric Epidemiologic Studies.The Journal of pediatrics · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
Given the diversity of sex, gender identity, race, ethnicity, and socioeconomic position (SEP) in children across the United States, it is incumbent upon pediatric and epidemiologic researchers to conduct their work in ways that promote inclusivity, understanding and reduction in inequities. Current child health research often utilizes an approach of "convenience" in how data related to these constructs are collected, categorized, and included in models; the field needs to be more systematic and thoughtful in its approach to understand how sociodemographics affect child health. We offer suggestions for improving the discourse around sex, gender identity, race, ethnicity, and SEP in child health research. We explain how analytic models should be driven by a conceptual framework grounding the choices of variables that are included in analyses, without the automatic "adjusting for" all sociodemographic constructs. We propose to leverage newly available data from large multi-cohort consortia as unique opportunities to improve the current standards for analyzing and reporting core sociodemographic constructs. Improving the characterization and interpretation of child health studies with regards to core sociodemographic constructs is critical for optimizing child health and reducing inequities in the health and well-being of all children across the United States. IMPACT: Current child health research often utilizes an approach of "convenience" in how data related to sex, race/ethnicity, and SEP are collected, categorized, and included in models. We offer suggestions for how scholars can improve the discourse around sex, gender identity, race, ethnicity, and SEP in child health research. We explain how analytic models should be driven by a conceptual framework grounding the choices of variables that are included in analyses. We propose to leverage newly available large cohort consortia of child health studies as opportunities to improve the current standards for analyzing and reporting core sociodemographic constructs.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.