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Chen YC, Lo YTC, Wu HY, Huang YC. Adherence to dietary guidelines associated with lower medical service utilization in preschoolers: a longitudinal study. Nutr Diabetes 2024; 14:11. [PMID: 38519466 PMCID: PMC10959943 DOI: 10.1038/s41387-024-00270-w] [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] [Received: 03/28/2023] [Revised: 03/13/2024] [Accepted: 03/14/2024] [Indexed: 03/25/2024] Open
Abstract
OBJECTIVE We aimed to evaluate the association between dietary guideline adherence and overall, outpatient, and emergency medical service utilization in Taiwanese preschoolers. METHODS We selected 614 preschoolers (2-6 years) who had one day of 24-h dietary recall data from the 2013-2016 Nutrition and Health Survey in Taiwan. The Taiwanese Children Healthy Eating Index (TCHEI) was developed on the basis of Taiwanese Food-Based Dietary Guidelines; it assesses dietary adequacy and eating behavior. Data on the participants' outpatient and emergency medical service utilization were obtained for 2013-2018 from the National Health Insurance Research Database. A multivariable generalized linear model was used to evaluate the association between the TCHEI and medical service utilization for all disease and respiratory diseases. RESULTS After adjustment for confounding factors, children aged 2-3 years in the Tertile (T) 2 and T3 groups of the TCHEI exhibited 25% (95% CI 0.69-0.83) and 16% (95% CI 0.77-0.92) lower overall medical visits, respectively. The same pattern was noted in the outpatient and emergency visits for all diseases and respiratory diseases. The children aged 4-6 years in the T2 group exhibited 15% (95% CI 0.80-0.91) and 11% (95% CI 0.82-0.97) lower overall visits and visits for respiratory diseases, respectively. Moreover, preschoolers in the T2 group exhibited lower overall medical expenditures than did those in the T1 group. CONCLUSIONS TCHEI score was positively correlated with better nutritional status. Optimal dietary intake associated with lower medical service utilization among Taiwan preschoolers.
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Affiliation(s)
- Yi-Chieh Chen
- Department of Nutrition, China Medical University, No. 100, Sec. 1, Jingmao Rd., Beitun District, Taichung, 406040, Taiwan
- Department of Nutrition, Chang Bing Show Chwan Memorial Hospital, No. 6, Lugong Rd., Lukang Township, Changhua County, 50544, Taiwan
| | - Yuan-Ting C Lo
- Department of Public Health, National Defense Medical Center, No. 161, Sec. 6, Minquan E. Rd., Niehu District, Taipei, 11490, Taiwan
| | - Hsin-Yun Wu
- Department of Nutrition, China Medical University, No. 100, Sec. 1, Jingmao Rd., Beitun District, Taichung, 406040, Taiwan
| | - Yi-Chen Huang
- Department of Nutrition, China Medical University, No. 100, Sec. 1, Jingmao Rd., Beitun District, Taichung, 406040, Taiwan.
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Torres W, de Moraes Chagas LG, Fernandes RA, Araujo MYC, Urban JB, Maillane-Vanegas S, Turi-Lynch BC, Codogno JS, Anokye NK. Relationship between vigorous physical activity and health care costs among adolescents: ABCD Growth Study. BMC Pediatr 2022; 22:141. [PMID: 35300655 PMCID: PMC8927523 DOI: 10.1186/s12887-022-03201-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 03/08/2022] [Indexed: 11/10/2022] Open
Abstract
Background The relationship between physical activity and health care costs among adolescents is not yet clear in the literature. Objective To analyze the relationship between physical activity and annual health care costs among adolescents. Methods The present sample was composed of 85 adolescents of both sexes with ages ranging from 11 to 18 years (mean age 15.6 ± 2.1). Health care costs were self-reported every month for 12 months, and information on health care values was verified with local pharmacies, private health care plans, and the National Health Service. The time spent in different physical activity intensities was objectively measured by accelerometers. Confounding variables were: sex, age, somatic maturation, body fatness, blood pressure, and components of dyslipidemia and insulin resistance. Multivariate models were generated using generalized linear models with gamma distribution and a log-link function. Results The overall annual health care cost was US$ 733.60/ R$ 2,342.38 (medication: US$ 400.46 / R$ 1,278.66; primary and secondary care: US$ 333.14 / R$ 1,063.70). The time spent in vigorous physical activity (minutes/day) was negatively related to health care costs (r = -0.342 [95% CI: -0.537,—0.139]; β = -0.06 cents (95% CI: -0.089, -0.031). Conclusion Vigorous physical activity seems to be associated with lower health care costs among adolescents.
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Affiliation(s)
- Wésley Torres
- Department of Physical Education, Laboratory of InVestigation in Exercise - LIVE, São Paulo State University (UNESP), Roberto Simonsen Street, 305, Presidente Prudente, São Paulo, Brazil.
| | - Lucas Gabriel de Moraes Chagas
- Department of Physical Education, Laboratory of InVestigation in Exercise - LIVE, São Paulo State University (UNESP), Roberto Simonsen Street, 305, Presidente Prudente, São Paulo, Brazil
| | - Rômulo Araújo Fernandes
- Department of Physical Education, Laboratory of InVestigation in Exercise - LIVE, São Paulo State University (UNESP), Roberto Simonsen Street, 305, Presidente Prudente, São Paulo, Brazil
| | - Monique Yndawe Castanho Araujo
- Department of Physical Education, Laboratory of InVestigation in Exercise - LIVE, São Paulo State University (UNESP), Roberto Simonsen Street, 305, Presidente Prudente, São Paulo, Brazil
| | - Jacqueline Bexiga Urban
- Department of Physical Education, Laboratory of InVestigation in Exercise - LIVE, São Paulo State University (UNESP), Roberto Simonsen Street, 305, Presidente Prudente, São Paulo, Brazil
| | - Santiago Maillane-Vanegas
- Department of Physical Education, Laboratory of InVestigation in Exercise - LIVE, São Paulo State University (UNESP), Roberto Simonsen Street, 305, Presidente Prudente, São Paulo, Brazil
| | - Bruna Camilo Turi-Lynch
- Department of Physical Education, Laboratory of InVestigation in Exercise - LIVE, São Paulo State University (UNESP), Roberto Simonsen Street, 305, Presidente Prudente, São Paulo, Brazil.,Department of Physical Education & Exercise Science, Lander University, Greenwood, USA
| | - Jamile Sanches Codogno
- Department of Physical Education, Laboratory of InVestigation in Exercise - LIVE, São Paulo State University (UNESP), Roberto Simonsen Street, 305, Presidente Prudente, São Paulo, Brazil
| | - Nana Kwame Anokye
- Institute of Environment, Health and Societies, Brunel University, Uxbridge, UK
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Comparative analysis of the economic burdens of physical inactivity in Hungary between 2005 and 2017. BMC Public Health 2020; 20:1174. [PMID: 32799842 PMCID: PMC7429901 DOI: 10.1186/s12889-020-08478-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Accepted: 03/06/2020] [Indexed: 11/10/2022] Open
Abstract
Background National economies are increasingly facing the challenge of having to finance the prevention and treatment of human diseases, and of having to compensate for the resulting loss of economic production. Physical inactivity is demonstrably closely related to the risk of developing certain disease group. Physical inactivity results in direct and indirect burdens that the present study intends to quantify in Hungary for the period between 2005 and 2017. Methods Based on the data of the Hungarian public finances, this study determines the direct and indirect costs incurred by Hungary due to illnesses, and, through the PAR method, it quantifies the financial burden of physical inactivity incurred by the Hungarian Treasury. Results The total financial burden of illnesses in Hungary showed a decreasing tendency from 2005 to 2017, even though the year 2017 saw an increase in costs compared to 2014. Similarly, while total public expenditure on illnesses associated with physical inactivity increased by 2017 when compared to 2009, the total amount attributable to medical conditions stemming from physical inactivity still showed a decrease of 2 billion HUF in the overall period. The biggest economic burden is posed by cardiovascular diseases, hypertension and type 2 diabetes. Conclusions The increase in the economic burden associated with physical inactivity can be attributed to the combined effect of two factors: changes in total expenditure on specific disease groups (which showed an increase in the period under review) and changes in the physical activity levels of the Hungarian population (which showed an improvement over the period under review). Initiatives in Hungary aimed at encouraging an active lifestyle from childhood onwards should be continued since – beyond the initial impact that has already been felt to some extent in recent years - these initiatives will come to their full fruition in the coming decades.
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Oosterhoff M, Joore MA, Bartelink NHM, Winkens B, Schayck OCP, Bosma H. Longitudinal analysis of health disparities in childhood. Arch Dis Child 2019; 104:781-788. [PMID: 30948361 DOI: 10.1136/archdischild-2018-316482] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Revised: 02/06/2019] [Accepted: 03/08/2019] [Indexed: 11/03/2022]
Abstract
OBJECTIVE Combatting disparities in health outcomes among children is a major public health concern. This study focuses on two questions: (1) To what extent does socioeconomic status (SES) contribute to disparities in health outcomes? and (2) To what extent can social inequalities in health outcomes be explained by differences in children's health behaviours? DESIGN This study included 2-year follow-up data of 1259 children (4-12 years of age) who participated in the 'Healthy Primary School of the Future' project (ClinicalTrials.gov NCT02800616). SES was measured by maternal and paternal education and household income (adjusted for family size). Health outcomes were body mass index (BMI) z-score, health resource use, school absenteeism, health-related quality of life and psychosocial health, measured over 2 years of follow-up (2015-2017). Health behaviours included physical activity, and consumption of fruits, vegetables and sweetened beverages. Associations between SES and baseline health behaviours were examined, and mixed models for repeated measures were used to assess associations between SES and health outcomes over 2 years of follow-up. RESULTS A high socioeconomic background was significantly associated with better health outcomes (all outcomes). For example, children with a low SES had higher BMI z-scores (beta coefficient: 0.42, 95% CI 0.22 to 0.62) and higher consumption healthcare costs (ratio of mean costs: 2.21, 95% CI 1.57 to 3.10). Effects of SES changed very little after controlling for health behaviours. DISCUSSION Our findings strongly suggest that socioeconomic background has a pervasive impact on disparities in child health, but gives little support to the idea that social inequalities in child health can be tackled by means of lifestyle interventions.
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Affiliation(s)
- Marije Oosterhoff
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre (MUMC+)/Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
| | - Manuela A Joore
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre (MUMC+)/Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
| | - Nina H M Bartelink
- Department of Health Promotion, Faculty of Health, Medicine, and Life Sciences, Maastricht University, Maastricht, The Netherlands
| | - Bjorn Winkens
- Department of Methodology and Statistics, Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
| | - Onno C P Schayck
- Department of Family Medicine, Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
| | - Hans Bosma
- Department of Social Medicine, Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
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Griffiths LJ, Cortina-Borja M, Tingay K, Bandyopadhyay A, Akbari A, DeStavola BL, Bedford H, Lyons RA, Dezateux C. Are active children and young people at increased risk of injuries resulting in hospital admission or accident and emergency department attendance? Analysis of linked cohort and electronic hospital records in Wales and Scotland. PLoS One 2019; 14:e0213435. [PMID: 30969971 PMCID: PMC6457613 DOI: 10.1371/journal.pone.0213435] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Accepted: 02/21/2019] [Indexed: 12/21/2022] Open
Abstract
INTRODUCTION Children and young people (CYP) are encouraged to increase time spent being physically active, especially in moderate and vigorous intensity pursuits. However, there is limited evidence on the prospective association of activity levels with injuries resulting in use of hospital services. We examined the relationship between objectively-measured physical activity (PA) and subsequent injuries resulting in hospital admissions or accident and emergency department (A&E) attendances, using linked electronic hospital records (EHR) from a nationally representative prospective cohort of CYP in Wales and Scotland. METHODS We analysed accelerometer-based estimates of moderate to vigorous (MVPA) and vigorous PA (VPA) from 1,585 (777 [46%] boys) seven-year-old Millennium Cohort Study members, living in Wales or Scotland, whose parents consented to linkage of cohort records to EHRs up until their 14th birthday. Negative binomial regression models adjusted by potential individual, household and area-level confounders, were fitted to estimate associations between average daily minutes of MVPA, and VPA (in 10-minute increments), and number of injury-related hospital admissions and/or A&E attendances from age nine to 14 years. RESULTS CYP spent a median of 59.5 and 18.1 minutes in MVPA and VPA/day respectively, with boys significantly more active than girls; 47.3% of children experienced at least one injury-related admission or A&E attendance during the study period. Rates of injury-related hospital admission and/or A&E attendance were positively associated with MVPA and VPA in boys but not in girls: respective adjusted incidence rate ratios (95% CI) for boys: 1.09 (1.01, 1.17) and 1.16 (1.00, 1.34), and for girls: 0.94 (0.86, 1.03) and 0.85 (0.69, 1.04). CONCLUSION Boys but not girls who engage in more intense PA at age seven years are at higher risk of injury-related hospital admission or A&E attendance when aged nine to 14 years than their less active peers. This may reflect gender differences in the type and associated risks of activities undertaken. EHRs can make a useful contribution to injury surveillance and prevention if routinely augmented with information on context and setting of the injuries sustained. Injury prevention initiatives should not discourage engagement in PA and outdoor play given their over-riding health and social benefits.
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Affiliation(s)
- Lucy J. Griffiths
- Health Data Research UK, Wales and Northern Ireland, Swansea University Medical School, Swansea, United Kingdom
- Life Course Epidemiology and Biostatistics, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Mario Cortina-Borja
- Clinical Epidemiology, Nutrition and Biostatistics, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Karen Tingay
- Administrative Data Research Centre Wales, Swansea University Medical School, Swansea, United Kingdom
| | - Amrita Bandyopadhyay
- National Centre for Population Health and Wellbeing Research, Swansea University Medical School, Swansea, United Kingdom
| | - Ashley Akbari
- Health Data Research UK, Wales and Northern Ireland, Swansea University Medical School, Swansea, United Kingdom
- Administrative Data Research Centre Wales, Swansea University Medical School, Swansea, United Kingdom
| | - Bianca L. DeStavola
- Clinical Epidemiology, Nutrition and Biostatistics, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Helen Bedford
- Life Course Epidemiology and Biostatistics, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Ronan A. Lyons
- Health Data Research UK, Wales and Northern Ireland, Swansea University Medical School, Swansea, United Kingdom
- National Centre for Population Health and Wellbeing Research, Swansea University Medical School, Swansea, United Kingdom
| | - Carol Dezateux
- Life Course Epidemiology and Biostatistics, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
- Centre for Primary Care and Public Health, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
- Health Data Research UK London, Queen Mary University London, London, United Kingdom
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The association between physical activity and healthcare costs in children--results from the GINIplus and LISAplus cohort studies. BMC Public Health 2015; 15:437. [PMID: 25925399 PMCID: PMC4423115 DOI: 10.1186/s12889-015-1721-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2014] [Accepted: 03/30/2015] [Indexed: 12/20/2022] Open
Abstract
Background Physical inactivity in children is an important risk factor for the development of various morbidities and mortality in adulthood, physical activity already has preventive effects during childhood. The objective of this study is to estimate the association between physical activity, healthcare utilization and costs in children. Methods Cross-sectional data of 3356 children aged 9 to 12 years were taken from the 10-year follow-up of the birth cohort studies GINIplus and LISAplus, including information on healthcare utilization and physical activity given by parents via self-administered questionnaires. Using a bottom-up approach, direct costs due to healthcare utilization and indirect costs resulting from parental work absence were estimated for the base year 2007. A two-step regression model compared effects on healthcare utilization and costs for a higher (≥7 h/week) versus a lower (<7 h/week) level of moderate-to-vigorous physical activity (MVPA) adjusted for age, gender, BMI, education and income of parents, single parenthood and study region. Recycled predictions estimated adjusted mean costs per child and activity group. Results The analyses for the association between physical activity, healthcare utilization and costs showed no statistically significant results. Different directions of estimates were noticeable throughout cost components in the first step as well as the second step of the regression model. For higher MVPA (≥7 h/week) compared with lower MVPA (<7 h/week) total direct costs accounted for 392 EUR (95% CI: 342–449 EUR) versus 398 EUR (95% CI: 309–480 EUR) and indirect costs accounted for 138 EUR (95% CI: 124–153 EUR) versus 127 EUR (95% CI: 111–146 EUR). Conclusions The results indicate that childhood might be too early in life, to detect significant preventive effects of physical activity on healthcare utilization and costs, as diseases attributable to lacking physical activity might first occur later in life. This underpins the importance of clarifying the long-term effects of physical activity as it may strengthen the promotion of physical activity in children from a health economic perspective.
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Manos SH, Cui Y, MacDonald NN, Parker L, Dummer TJB. Youth health care utilization in Nova Scotia: what is the role of age, sex and socio-economic status? Canadian Journal of Public Health 2014; 105:e431-7. [PMID: 25560889 DOI: 10.17269/cjph.105.4242] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2013] [Revised: 11/07/2014] [Accepted: 10/06/2014] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Youth have distinct health care needs that are not always met within a framework designed for children or adults. In Canada, little attention has been given to how youth utilize health care services and limited data are available. The aim of this study was to identify whether age, sex, socio-economic status (SES) and geographic location were significant mediators of youth health care utilization in Nova Scotia. METHODS The NSYOUTHS database comprises health care utilization information for all youth aged 12 to 24 years, resident in Nova Scotia between 1997 and 2007. We calculated health care utilization rates by provider, stratified by sex, age, SES, urban/rural residence and year. Negative binomial regression was used to model the variation in health care utilization by sex, SES and urban/rural location. RESULTS Health care utilization declined over time and varied by age. Females were more frequent users of services. Youth from lower SES areas had fewer family physician contacts but more outpatient, emergency and inpatient contacts compared to those from higher SES areas. Rural residents had fewer family physician and emergency contacts but more outpatient contacts than youth from urban areas. Ten percent of the youth were responsible for 32% of all health care contacts, whereas 11% had no health care contacts. CONCLUSION Specific subgroups, including youth from rural areas and of lower SES, utilize health care services differently than other youth. The challenge is to provide health care that is responsive to the needs of this heterogeneous population. Meeting this challenge requires accurate information on youth health care utilization.
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Momm N, Höfelmann DA. Qualidade da dieta e fatores associados em crianças matriculadas em uma escola municipal de Itajaí, Santa Catarina. ACTA ACUST UNITED AC 2014. [DOI: 10.1590/1414-462x201400010006] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
O estudo teve como objetivo avaliar a qualidade da alimentação e fatores associados em escolares do primeiro ao quinto ano de uma escola municipal de Itajaí, Santa Catarina. A qualidade da dieta foi analisada por meio de um índice que conferia pontuação a cada item alimentar conforme sua frequência de consumo. Variáveis socioeconômicas, demográficas e comportamentos relacionados à saúde foram identificados por questionário. Foram calculadas razões de prevalência (RP) brutas e ajustadas, e respectivos intervalos de confiança de 95% (IC95%) por meio da Regressão de Poisson. Avaliaram-se 523 crianças (88,9% da amostra calculada), 52,6% (IC95%: 48,3-56,9%) tiveram sua dieta classificada como inadequada, com pontuação média de 6,97, variando de -9 a +17 pontos. O sexo feminino (RP=0,81, IC95%: 0,66-0,98) e a menor escolaridade (RP=1,35, IC95%: 1,04-1,75) do responsável estiveram associados ao desfecho. Crianças com obesidade abdominal e que realizavam refeições em frente à televisão tiveram dieta de pior qualidade. Sabe-se que o consumo alimentar em frente à televisão é associado a maiores volumes de ingestão. Variáveis infantis e do responsável estiveram relacionadas à pior qualidade da alimentação. Desta forma, atividades para melhorar a qualidade da dieta devem envolver crianças e seus cuidadores.
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Rauber F, da Costa Louzada ML, Vitolo MR. Healthy Eating Index Measures Diet Quality of Brazilian Children of Low Socioeconomic Status. J Am Coll Nutr 2014; 33:26-31. [DOI: 10.1080/07315724.2014.869979] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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