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Gupta M, Phan TLT, Lê-Scherban F, Eckrich D, Bunnell HT, Beheshti R. Associations of Longitudinal BMI-Percentile Classification Patterns in Early Childhood with Neighborhood-Level Social Determinants of Health. Child Obes 2025; 21:65-75. [PMID: 39187268 PMCID: PMC11807911 DOI: 10.1089/chi.2023.0157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/28/2024]
Abstract
Background: Understanding social determinants of health (SDOH) that may be risk factors for childhood obesity is important to developing targeted interventions to prevent obesity. Prior studies have examined these risk factors, mostly examining obesity as a static outcome variable. Methods: We extracted electronic health record data from 2012 to 2019 for a children's health system that includes two hospitals and wide network of outpatient clinics spanning five East Coast states in the United States. Using data-driven and algorithmic clustering, we have identified distinct BMI-percentile classification groups in children from 0 to 7 years of age. We used two separate algorithmic clustering methods to confirm the robustness of the identified clusters. We used multinomial logistic regression to examine the associations between clusters and 27 neighborhood SDOHs and compared positive and negative SDOH characteristics separately. Results: From the cohort of 36,910 children, five BMI-percentile classification groups emerged: always having obesity (n = 429; 1.16%), overweight most of the time (n = 15,006; 40.65%), increasing BMI percentile (n = 9,060; 24.54%), decreasing BMI percentile (n = 5,058; 13.70%), and always normal weight (n = 7,357; 19.89%). Compared to children in the decreasing BMI percentile and always normal weight groups, children in the other three groups were more likely to live in neighborhoods with higher poverty, unemployment, crowded households, single-parent households, and lower preschool enrollment. Conclusions: Neighborhood-level SDOH factors have significant associations with children's BMI-percentile classification and changes in classification. This highlights the need to develop tailored obesity interventions for different groups to address the barriers faced by communities that can impact the weight and health of children living within them.
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Affiliation(s)
- Mehak Gupta
- Department of Computer Science, Southern Methodist University, Dallas, TX, USA
| | | | - Félice Lê-Scherban
- Epidemiology & Biostatistics, and Urban Health Collaborative Dornsife School of Public Health, Drexel University, Philadelphia, PA, USA
| | | | | | - Rahmatollah Beheshti
- Department of Computer & Info. Sciences, and Epidemiology, University of Delaware, Newark, DE, USA
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Oré CE, Law M, Benally T, Parker ME. The intersection of social and Indigenous determinants of health for health system strengthening: a scoping review. Int J Circumpolar Health 2024; 83:2401656. [PMID: 39288299 PMCID: PMC11410107 DOI: 10.1080/22423982.2024.2401656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 09/02/2024] [Accepted: 09/03/2024] [Indexed: 09/19/2024] Open
Abstract
The COVID-19 pandemic exposed long-standing gaps in health service systems and realities of environmental changes impacting Native nations and Indigenous communities in the US and circumpolar regions. Despite increased awareness and funding, there is limited research and few practical resources available for the work. This is a scoping review of the current literature on social determinants of health (SDOH) impacting Indigenous peoples, villages, and communities in the US and circumpolar region. The review used the York methodology to identify research questions, chart, and synthesize findings. Thirty-two articles were selected for full review and analysis. The articles were scoping reviews, evaluations, and studies. The methods used were 44% mixed (n = 14), 31% quantitative (n = 10) and 25% qualitative (n = 8). The synthesis identified four areas for discussion: 1) systemic and structural determinant study designs, 2) strengthening Indigenous health systems, 3) mapping the relationship of co-occurring health conditions and SDOH, and 4) emergent areas of inquiry. While the scoping review has limitations, it provides a snapshot of broad SDOH and shared Indigenous social determinants of health (ISDOH) to create tailored frameworks for use by tribal and urban Indigenous health organisations, with their partners, in public health and system strengthening.
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Affiliation(s)
- Christina E. Oré
- Seven Directions, A Center for Indigenous Public Health, CSHRB, Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, USA
| | - Madalyn Law
- Seven Directions, A Center for Indigenous Public Health, CSHRB, Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, USA
| | - Tia Benally
- Seven Directions, A Center for Indigenous Public Health, CSHRB, Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, USA
| | - Myra E. Parker
- Seven Directions, A Center for Indigenous Public Health, CSHRB, Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, USA
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Gupta M, Phan TLT, Lê-Scherban F, Eckrich D, Bunnell HT, Beheshti R. Associations of longitudinal BMI percentile classification patterns in early childhood with neighborhood-level social determinants of health. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2023.06.08.23291145. [PMID: 37398451 PMCID: PMC10312866 DOI: 10.1101/2023.06.08.23291145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
Background Understanding social determinants of health (SDOH) that may be risk factors for childhood obesity is important to developing targeted interventions to prevent obesity. Prior studies have examined these risk factors, mostly examining obesity as a static outcome variable. Methods We extracted EHR data from 2012-2019 for a children's health system that includes 2 hospitals and wide network of outpatient clinics spanning 5 East Coast states in the US. Using data-driven and algorithmic clustering, we have identified distinct BMI-percentile classification groups in children from 0 to 7 years of age. We used two separate algorithmic clustering methods to confirm the robustness of the identified clusters. We used multinomial logistic regression to examine the associations between clusters and 27 neighborhood SDOHs and compared positive and negative SDOH characteristics separately. Results From the cohort of 36,910 children, five BMI-percentile classification groups emerged: always having obesity (n=429; 1.16%), overweight most of the time (n=15,006; 40.65%), increasing BMI-percentile (n=9,060; 24.54%), decreasing BMI-percentile (n=5,058; 13.70%), and always normal weight (n=7,357; 19.89%). Compared to children in the decreasing BMI-percentile and always normal weight groups, children in the other three groups were more likely to live in neighborhoods with higher poverty, unemployment, crowded households, single-parent households, and lower preschool enrollment. Conclusions Neighborhood-level SDOH factors have significant associations with children's BMI-percentile classification and changes in classification. This highlights the need to develop tailored obesity interventions for different groups to address the barriers faced by communities that can impact the weight and health of children living within them. Impact Statement This study demonstrates the association between longitudinal BMI-percentile patterns and SDOH in early childhood. Five distinct clusters with different BMI-percentile trajectories are found and a strong association between these clusters and SDOH is observed. Our findings highlight the importance of targeted prevention and treatment interventions based on children's SDOH.
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Chang AB, Kovesi T, Redding GJ, Wong C, Alvarez GG, Nantanda R, Beltetón E, Bravo-López M, Toombs M, Torzillo PJ, Gray DM. Chronic respiratory disease in Indigenous peoples: a framework to address inequity and strengthen respiratory health and health care globally. THE LANCET. RESPIRATORY MEDICINE 2024; 12:556-574. [PMID: 38677306 DOI: 10.1016/s2213-2600(24)00008-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 01/04/2024] [Accepted: 01/12/2024] [Indexed: 04/29/2024]
Abstract
Indigenous peoples around the world bear a disproportionate burden of chronic respiratory diseases, which are associated with increased risks of morbidity and mortality. Despite the imperative to address global inequity, research focused on strengthening respiratory health in Indigenous peoples is lacking, particularly in low-income and middle-income countries. Drivers of the increased rates and severity of chronic respiratory diseases in Indigenous peoples include a high prevalence of risk factors (eg, prematurity, low birthweight, poor nutrition, air pollution, high burden of infections, and poverty) and poor access to appropriate diagnosis and care, which might be linked to colonisation and historical and current systemic racism. Efforts to tackle this disproportionate burden of chronic respiratory diseases must include both global approaches to address contributing factors, including decolonisation of health care and research, and local approaches, co-designed with Indigenous people, to ensure the provision of culturally strengthened care with more equitable prioritisation of resources. Here, we review evidence on the burden of chronic respiratory diseases in Indigenous peoples globally, summarise factors that underlie health disparities between Indigenous and non-Indigenous people, propose a framework of approaches to improve the respiratory health of Indigenous peoples, and outline future directions for clinical care and research.
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Affiliation(s)
- Anne B Chang
- Australian Centre for Health Services Innovation, Queensland University of Technology, Brisbane, QLD, Australia; Department of Respiratory and Sleep Medicine, Queensland Children's Hospital, Brisbane, QLD, Australia; NHMRC Centre for Research Excellence in Paediatric Bronchiectasis (AusBREATHE), Child and Maternal Health Division, Menzies School of Health Research, Charles Darwin University, Darwin, NT, Australia.
| | - Tom Kovesi
- Department of Pediatrics, Children's Hospital of Eastern Ontario, University of Ottawa, Ottawa, ON, Canada
| | - Gregory J Redding
- School of Medicine, University of Washington, Seattle, WA, USA; Pediatric Pulmonary Division, Seattle Children's Hospital, Seattle, WA, USA
| | - Conroy Wong
- Department of Respiratory Medicine, Te Whatu Ora Counties Manukau, Auckland, New Zealand; School of Medicine, University of Auckland, Auckland, New Zealand
| | - Gonzalo G Alvarez
- Department of Medicine, The Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada
| | - Rebecca Nantanda
- Makerere University Lung Institute, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Edgar Beltetón
- Centro Pediátrico de Guatemala, Guatemala City, Guatemala
| | - Maynor Bravo-López
- Centro Pediátrico de Guatemala, Guatemala City, Guatemala; Department of Pediatrics, Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Universitat Autónoma de Barcelona, Barcelona, Spain
| | - Maree Toombs
- School of Public Health, University of Sydney, Sydney, NSW, Australia
| | - Paul J Torzillo
- Royal Prince Alfred Hospital, University of Sydney, Sydney, NSW, Australia; Nganampa Health Council, Alice Springs, NT, Australia
| | - Diane M Gray
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, and Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
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Bush A, Byrnes CA, Chan KC, Chang AB, Ferreira JC, Holden KA, Lovinsky-Desir S, Redding G, Singh V, Sinha IP, Zar HJ. Social determinants of respiratory health from birth: still of concern in the 21st century? Eur Respir Rev 2024; 33:230222. [PMID: 38599675 PMCID: PMC11004769 DOI: 10.1183/16000617.0222-2023] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Accepted: 01/20/2024] [Indexed: 04/12/2024] Open
Abstract
Respiratory symptoms are ubiquitous in children and, even though they may be the harbinger of poor long-term outcomes, are often trivialised. Adverse exposures pre-conception, antenatally and in early childhood have lifetime impacts on respiratory health. For the most part, lung function tracks from the pre-school years at least into late middle age, and airflow obstruction is associated not merely with poor respiratory outcomes but also early all-cause morbidity and mortality. Much would be preventable if social determinants of adverse outcomes were to be addressed. This review presents the perspectives of paediatricians from many different contexts, both high and low income, including Europe, the Americas, Australasia, India, Africa and China. It should be noted that there are islands of poverty within even the highest income settings and, conversely, opulent areas in even the most deprived countries. The heaviest burden of any adverse effects falls on those of the lowest socioeconomic status. Themes include passive exposure to tobacco smoke and indoor and outdoor pollution, across the entire developmental course, and lack of access even to simple affordable medications, let alone the new biologicals. Commonly, disease outcomes are worse in resource-poor areas. Both within and between countries there are avoidable gross disparities in outcomes. Climate change is also bearing down hardest on the poorest children. This review highlights the need for vigorous advocacy for children to improve lifelong health. It also highlights that there are ongoing culturally sensitive interventions to address social determinants of disease which are already benefiting children.
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Affiliation(s)
- Andrew Bush
- Faculty of Medicine, National Heart and Lung Institute, Imperial College London and Royal Brompton Hospital, London, UK
| | - Catherine A Byrnes
- Department of Paediatrics: Child and Youth Health, Faculty of Medical and Health Sciences, University of Auckland, Starship Children's Health and Kidz First Hospital, Auckland, New Zealand
| | - Kate C Chan
- Department of Paediatrics, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Anne B Chang
- School of Public Health and Social Work, Faculty of Health, Queensland University of Technology, Brisbane and Menzies School of Health Research, Darwin, Australia
| | - Juliana C Ferreira
- Instituto do Coracao (InCor), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Karl A Holden
- Department of Women's and Children's Health, University of Liverpool, Liverpool, UK
| | - Stephanie Lovinsky-Desir
- Department of Pediatrics and Environmental Health Sciences, Columbia University Medical Center, New York, NY, USA
| | - Gregory Redding
- Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, USA
| | - Varinder Singh
- Department of Pediatrics, Lady Hardinge Medical College and Kalawati Saran Children's Hospital, New Delhi, India
| | - Ian P Sinha
- Department of Women's and Children's Health, University of Liverpool, Liverpool, UK
- Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Heather J Zar
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital and SA-MRC Unit on Child and Adolescent Health, University of Cape Town, Cape Town, South Africa
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Dela Cruz R, Galbreath J, Butel J, Yamanaka AB, Wilkens LR, Aflague T, Coleman P, Shallcross L, McFall P, Novotny R. Social determinants of health literacy among parents and caregivers in the US-Affiliated Pacific. Health Promot Int 2024; 39:daae002. [PMID: 38294036 PMCID: PMC10828926 DOI: 10.1093/heapro/daae002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2024] Open
Abstract
Health literacy is understudied in the US-Affiliated Pacific (USAP), where local populations have historically experienced social marginalization and disproportionate health inequities caused by the social determinants of health (SDOH). This cross-sectional study analyzed several SDOH indicators-acculturation, use of food assistance programs and demographic characteristics (race and ethnicity, household income, primary language spoken at home and educational attainment)-and their relationship to health literacy among 1305 parents/caregivers of young children ages 2-8 years old who participated in the Children's Healthy Living (CHL) program in Alaska, American Samoa, Commonwealth of the Northern Mariana Islands (CNMI), Guam, and Hawai'i. Significantly increased odds of low health literacy were found among parents/caregivers with households where a language other than English was the primary language compared to English-only households (OR = 1.86, 95% CI = 1.22, 2.82), household income of <$35 000 compared to ≥$35 000 (OR = 2.15, 95% CI = 1.13, 4.07), parents/caregivers of Asian children compared to parents/caregivers of White children (OR = 2.68, 95% CI = 1.05, 6.84), parent/caregivers with less than or some high school education compared to high school completion (1st- to 8th-grade OR = 4.46, 95% CI = 2.09, 9.52; 9th- to 11th-grade OR 1.87, 95% CI = 1.06, 3.30) and parent/caregivers with acculturation status defined as marginalized as compared to integrated (OR = 2.31, 95% CI = 1.09, 4.86). This study indicates that some USAP parents/caregivers may lack the capacity to acquire health information, utilize health resources, and navigate health decision making. Future efforts to understand and improve health literacy in the USAP should be population specific, thoroughly assess personal and organizational health literacy, and inventory community health care capacity.
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Affiliation(s)
- Rica Dela Cruz
- Human Nutrition, Food and Animal Sciences Department, College of Tropical Agriculture and Human Resources, University of Hawai‘i at Mānoa, 1955 East-West Rd, Honolulu, HI 96822, USA
| | - Jennifer Galbreath
- Human Nutrition, Food and Animal Sciences Department, College of Tropical Agriculture and Human Resources, University of Hawai‘i at Mānoa, 1955 East-West Rd, Honolulu, HI 96822, USA
| | - Jean Butel
- Human Nutrition, Food and Animal Sciences Department, College of Tropical Agriculture and Human Resources, University of Hawai‘i at Mānoa, 1955 East-West Rd, Honolulu, HI 96822, USA
| | - Ashley B Yamanaka
- Human Nutrition, Food and Animal Sciences Department, College of Tropical Agriculture and Human Resources, University of Hawai‘i at Mānoa, 1955 East-West Rd, Honolulu, HI 96822, USA
| | - Lynne R Wilkens
- Population Sciences in the Pacific Program, University of Hawai‘i Cancer Center, 701 Ilalo St, Honolulu, HI 96813, USA
| | - Tanisha Aflague
- College of Natural and Applied Sciences, University of Guam, 303 University Drive, UOG Station, Mangilao, GU 96923, USA
| | - Patricia Coleman
- Cooperative Research, Extension and Education Services, Northern Marianas College, PO Box 501250, Saipan, MP 96950, USA
| | - Leslie Shallcross
- Cooperative Extension Service, University of Alaska Fairbanks, 1000 University Avenue, Fairbanks, AK 99709, USA
| | - Pauline McFall
- Human Nutrition, Food and Animal Sciences Department, College of Tropical Agriculture and Human Resources, University of Hawai‘i at Mānoa, 1955 East-West Rd, Honolulu, HI 96822, USA
- Agriculture, Community, and Natural Resources, American Samoa Community College, PO Box 2609, Pago Pago, AS 96799, USA
| | - Rachel Novotny
- Human Nutrition, Food and Animal Sciences Department, College of Tropical Agriculture and Human Resources, University of Hawai‘i at Mānoa, 1955 East-West Rd, Honolulu, HI 96822, USA
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