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1.
J Vis Exp ; (206)2024 Apr 19.
Artigo em Inglês | MEDLINE | ID: mdl-38709051

RESUMO

The non-nutritive suck (NNS) device is a transportable, user-friendly pressure transducer system that quantifies infants' NNS behavior on a pacifier. Recording and analysis of the NNS signal using our system can provide measures of an infant's NNS burst duration (s), amplitude (cmH2O), and frequency (Hz). Accurate, reliable, and quantitative assessment of NNS has immense value in serving as a biomarker for future feeding, speech-language, cognitive, and motor development. The NNS device has been used in numerous research lines, some of which have included measuring NNS features to investigate the effects of feeding-related interventions, characterizing NNS development across populations, and correlating sucking behaviors with subsequent neurodevelopment. The device has also been used in environmental health research to examine how exposures in utero can influence infant NNS development. Thus, the overarching goal in research and clinical utilization of the NNS device is to correlate NNS parameters with neurodevelopmental outcomes to identify children at risk for developmental delays and provide rapid early intervention.


Assuntos
Comportamento de Sucção , Humanos , Lactente , Comportamento de Sucção/fisiologia , Transdutores de Pressão , Chupetas , Recém-Nascido
2.
Environ Sci Technol ; 58(19): 8264-8277, 2024 May 14.
Artigo em Inglês | MEDLINE | ID: mdl-38691655

RESUMO

Prenatal per- and poly-fluoroalkyl substances (PFAS) exposure may influence gestational outcomes through bioactive lipids─metabolic and inflammation pathway indicators. We estimated associations between prenatal PFAS exposure and bioactive lipids, measuring 12 serum PFAS and 50 plasma bioactive lipids in 414 pregnant women (median 17.4 weeks' gestation) from three Environmental influences on Child Health Outcomes Program cohorts. Pairwise association estimates across cohorts were obtained through linear mixed models and meta-analysis, adjusting the former for false discovery rates. Associations between the PFAS mixture and bioactive lipids were estimated using quantile g-computation. Pairwise analyses revealed bioactive lipid levels associated with PFDeA, PFNA, PFOA, and PFUdA (p < 0.05) across three enzymatic pathways (cyclooxygenase, cytochrome p450, lipoxygenase) in at least one combined cohort analysis, and PFOA and PFUdA (q < 0.2) in one linear mixed model. The strongest signature revealed doubling in PFOA corresponding with PGD2 (cyclooxygenase pathway; +24.3%, 95% CI: 7.3-43.9%) in the combined cohort. Mixture analysis revealed nine positive associations across all pathways with the PFAS mixture, the strongest signature indicating a quartile increase in the PFAS mixture associated with PGD2 (+34%, 95% CI: 8-66%), primarily driven by PFOS. Bioactive lipids emerged as prenatal PFAS exposure biomarkers, deepening insights into PFAS' influence on pregnancy outcomes.


Assuntos
Fluorocarbonos , Lipídeos , Humanos , Feminino , Gravidez , Lipídeos/sangue , Fluorocarbonos/sangue , Saúde da Criança , Estudos de Coortes , Estudos Transversais , Adulto , Poluentes Ambientais/sangue , Exposição Ambiental , Exposição Materna , Criança
3.
JCPP Adv ; 4(1): e12198, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38486952

RESUMO

Background: Research and clinical practice rely heavily on caregiver-report measures, such as the Child Behavior Checklist 1.5-5 (CBCL/1.5-5), to gather information about early childhood behavior problems and to screen for child psychopathology. While studies have shown that demographic variables influence caregiver ratings of behavior problems, the extent to which the CBCL/1.5-5 functions equivalently at the item level across diverse samples is unknown. Methods: Item-level data of CBCL/1.5-5 from a large sample of young children (N = 9087) were drawn from 26 cohorts in the Environmental influences on Child Health Outcomes program. Factor analyses and the alignment method were applied to examine measurement invariance (MI) and differential item functioning (DIF) across child (age, sex, bilingual status, and neurodevelopmental disorders), and caregiver (sex, education level, household income level, depression, and language version administered) characteristics. Child race was examined in sensitivity analyses. Results: Items with the most impactful DIF across child and caregiver groupings were identified for Internalizing, Externalizing, and Total Problems. The robust item sets, excluding the high DIF items, showed good reliability and high correlation with the original Internalizing and Total Problems scales, with lower reliability for Externalizing. Language version of CBCL administration, education level and sex of the caregiver respondent showed the most significant impact on MI, followed by child age. Sensitivity analyses revealed that child race has a unique impact on DIF over and above socioeconomic status. Conclusions: The CBCL/1.5-5, a caregiver-report measure of early childhood behavior problems, showed bias across demographic groups. Robust item sets with less DIF can measure Internalizing and Total Problems equally as well as the full item sets, with slightly lower reliability for Externalizing, and can be crosswalked to the metric of the full item set, enabling calculation of normed T scores based on more robust item sets.

4.
PLoS One ; 19(2): e0298016, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38315689

RESUMO

OBJECTIVE: To determine the association between infant non-nutritive suck (NNS) dynamics at 3 months and developmental outcomes at 12 months of age in full-term infants. We hypothesized that infants with more mature NNS at 3 months, as evidence by shorter burst duration, fewer cycles per burst, cycles per minute, higher amplitude, and more bursts, would have higher (better) scores on the developmental outcomes at 12 months. METHODS: This was a prospective study that utilized objective and self-report measures. A five-minute NNS sample was collected from 67 infants (54% male) at 3 months of age (average age 2.99 (0.27) months). At 12 months (average age 11.91 (0.26) months), the Development Profile-3 was administered through caregiver interview. RESULTS: Infant NNS burst duration, cycles per burst, and cycles per minute were significantly negatively associated with the Development Profile-3 cognitive domain and general scores at 12 months. This is consistent with our hypothesis that infants who have more efficient NNS (fewer bursts and cycles) at 3 months would have higher (better) scores on the Development Profile-3 at 12 months. CONCLUSIONS: Findings from this work complement emerging research linking infant NNS with subsequent neurodevelopmental outcomes. This is the first time that these associations have been examined using a quantitative and physiologic-based measure of NNS. These results seem to indicate that specific NNS metrics, which demonstrate maturation of this complex skill, may be useful predictors of neurodevelopment later in life.


Assuntos
Recém-Nascido Prematuro , Comportamento de Sucção , Recém-Nascido , Lactente , Humanos , Masculino , Pré-Escolar , Criança , Feminino , Recém-Nascido Prematuro/psicologia , Estudos Prospectivos
5.
Environ Res ; 246: 118114, 2024 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-38211716

RESUMO

INTRODUCTION: N-(phosphonomethyl)glycine, or glyphosate, is a non-selective systemic herbicide widely used in agricultural, industrial, and residential settings since 1974. Glyphosate exposure has been inconsistently linked to neurotoxicity in animals, and studies of effects of gestational exposure among humans are scarce. In this study we investigated relationships between prenatal urinary glyphosate analytes and early childhood neurodevelopment. METHODS: Mother-child pairs from the PROTECT-CRECE birth cohort in Puerto Rico with measures for both maternal urinary glyphosate analytes and child neurodevelopment were included for analysis (n = 143). Spot urine samples were collected 1-3 times throughout pregnancy and analyzed for glyphosate and aminomethylphosphonic acid (AMPA), an environmental degradant of glyphosate. Child neurodevelopment was assessed at 6, 12, and 24 months using the Battelle Developmental Inventory, 2nd edition Spanish (BDI-2), which provides scores for adaptive, personal-social, communication, motor, and cognitive domains. We used multivariable linear regression to examine associations between the geometric mean of maternal urinary glyphosate analytes across pregnancy and BDI-2 scores at each follow-up. Results were expressed as percent change in BDI-2 score per interquartile range increase in exposure. RESULTS: Prenatal AMPA concentrations were negatively associated with communication domain at 12 months (%change = -5.32; 95%CI: 9.04, -1.61; p = 0.007), and communication subdomain scores at 12 and 24 months. At 24 months, four BDI-2 domains were associated with AMPA: adaptive (%change = -3.15; 95%CI: 6.05, -0.25; p = 0.038), personal-social (%change = -4.37; 95%CI: 7.48, -1.26; p = 0.008), communication (%change = -7.00; 95%CI: 11.75, -2.26; p = 0.005), and cognitive (%change = -4.02; 95%CI: 6.72, -1.32; p = 0.005). Similar trends were observed with GLY concentrations, but most confidence intervals include zero. We found no significant associations at 6 months. CONCLUSIONS: Our results suggest that gestational exposure to glyphosate is associated with adverse early neurodevelopment, with more pronounced delays at 24 months. Given glyphosate's wide usage, further investigation into the impact of gestational glyphosate exposure on neurodevelopment is warranted.


Assuntos
Coorte de Nascimento , Glifosato , Gravidez , Feminino , Humanos , Pré-Escolar , Porto Rico , Ácido alfa-Amino-3-hidroxi-5-metil-4-isoxazol Propiônico , Glicina/toxicidade , Glicina/urina
6.
Body Image ; 48: 101645, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37995515

RESUMO

Pregnancy and the postpartum period have been identified as times when women experience important changes in their physical bodies. Yet, little is known about the ways in which these experiences may be related to positive embodiment, or in contrast experienced as restricting and objectifying. Thus, the aim of this study was to qualitatively examine the way in which women experienced embodiment during the course of pregnancy and the postpartum period. Twenty women, mean age (SD)= 31.85, (2.3) years, 95 % White, participated in individual interviews and completed online surveys. Findings revealed that women described experiencing both aspects of positive embodiment including body connection and comfort, agency and functionality, attuned self-care, connection to appetite, and inhabiting the body as a subjective site. Findings also revealed negative aspects including body disconnection and discomfort, disrupted functionality, challenged self-care, appetite suppression, and the body as a public and objectified site. Findings highlight the potential for the pregnancy and postpartum periods to be important times for positive embodiment in women, and a source of appreciation of the body and its functionality. However, social pressures may also constrain embodiment during this period. These findings have implications for identifying pathways to positive embodiment in pregnancy and postpartum.


Assuntos
Imagem Corporal , Período Pós-Parto , Gravidez , Feminino , Humanos , Imagem Corporal/psicologia , Pesquisa Qualitativa , Relações Interpessoais , Inquéritos e Questionários
7.
Body Image ; 48: 101643, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38101272

RESUMO

Sociocultural pressures to pursue unrealistic appearance expectations and control body shape and weight during pregnancy and postpartum periods have been increasing. Little is known about messages from different sources that may constitute unhelpful or protective influences. The aim of this study was to qualitatively examine messages women received from the sociocultural environment during pregnancy and postpartum and their association with experiences of living in their bodies and body change behaviors. Twenty women, mean age (SD)= 31.85, (2.3) years, 95% White, 60% with a Master's degree or higher, participated in individual interviews and completed online surveys. Women described appearance pressure from multiple sources during and after pregnancy, that increased their concerns related to their weight and shape. For a small number, these concerns were associated with efforts to control weight. Others described protective influences from friends and family that promoted body attunement, functionality appreciation, and positive body image. Findings highlight the importance of sociocultural influences during the peripregnancy period yet how many women derive elements of positive body image from this period. These findings have implications for interventions to support body image among women during the peripregnancy period and positive outcomes among mothers and infants.


Assuntos
Imagem Corporal , Período Pós-Parto , Gravidez , Feminino , Humanos , Imagem Corporal/psicologia , Mães , Pesquisa Qualitativa , Inquéritos e Questionários
8.
Public Health Nutr ; 27(1): e80, 2023 Dec 27.
Artigo em Inglês | MEDLINE | ID: mdl-38148180

RESUMO

OBJECTIVE: For young children experiencing an illness, adequate nutrition is critical for recovery and to prevent malnutrition, yet many children do not receive the recommended quantities of food during illness and recuperation. Our research applied a behavioural science lens to identify drivers of feeding behaviours, including barriers inhibiting caregivers from following the feeding guidelines. DESIGN: In 2021, we conducted qualitative research informed by the behavioural design process. Data from in-depth interviews and observations were analysed for themes. SETTING: Research was conducted in South Kivu, Democratic Republic of the Congo. PARTICIPANTS: Research participants included caregivers of young children, other family members, health workers and other community members. RESULTS: Five key findings about behavioural drivers emerged: (1) poverty and scarcity impose practical constraints and a cognitive and emotional burden on caregivers; (2) health providers are distracted and discouraged from counselling on feeding during sick visits; (3) a focus on quality and hesitations about quantity obscure benefits of feeding greater amounts of available foods; (4) perceptions of inappropriate foods limit caregivers' choices; and (5) deference to a child's limited appetite leads to missed opportunities to encourage them to eat. CONCLUSIONS: Each of these behavioural drivers is triggered by one or more addressable features in caregivers' and health workers' environment, suggesting concrete opportunities for programmes to support caregivers and health workers to improve feeding of young children during illness and recovery. In other settings where these features of the environment are similar, the insights and programming implications are likely to translate.


Assuntos
Comportamento Alimentar , Desnutrição , Criança , Humanos , Pré-Escolar , República Democrática do Congo , Aconselhamento , Pesquisa Qualitativa , Desnutrição/prevenção & controle , Cuidadores
9.
medRxiv ; 2023 Nov 07.
Artigo em Inglês | MEDLINE | ID: mdl-37961525

RESUMO

Background: Per- and poly-fluoroalkyl substances (PFAS) exposure can occur through ingestion of contaminated food and water, and inhalation of indoor air contaminated with these chemicals from consumer and industrial products. Prenatal PFAS exposures may confer risk for pregnancy-related outcomes such as hypertensive and metabolic disorders, preterm birth, and impaired fetal development through intermediate metabolic and inflammation pathways. Objective: Estimate associations between maternal pregnancy PFAS exposure (individually and as a mixture) and bioactive lipids. Methods: Our study included pregnant women in the Environmental influences on Child Health Outcomes Program: Chemicals in our Bodies cohort (CiOB, n=73), Illinois Kids Developmental Study (IKIDS, n=287), and the ECHO-PROTECT cohort (n=54). We measured twelve PFAS in serum and 50 plasma bioactive lipids (parent fatty acids and eicosanoids derived from cytochrome p450, lipoxygenase, and cyclooxygenase) during pregnancy (median 17 gestational weeks). Pairwise associations across cohorts were estimated using linear mixed models and meta-analysis. Associations between the PFAS mixture and individual bioactive lipids were estimated using quantile g-computation. Results: PFDeA, PFOA, and PFUdA were associated (p<0.05) with changes in bioactive lipid levels in all three enzymatic pathways (cyclooxygenase [n=6 signatures]; cytochrome p450 [n=5 signatures]; lipoxygenase [n=7 signatures]) in at least one combined cohort analysis. The strongest signature indicated that a doubling in PFOA corresponded with a 24.3% increase (95% CI [7.3%, 43.9%]) in PGD2 (cyclooxygenase pathway) in the combined cohort. In the mixtures analysis, we observed nine positive signals across all pathways associated with the PFAS mixture. The strongest signature indicated that a quartile increase in the PFAS mixture was associated with a 34% increase in PGD2 (95% CI [8%, 66%]), with PFOS contributing most to the increase. Conclusions: Bioactive lipids were revealed as biomarkers of PFAS exposure and could provide mechanistic insights into PFAS' influence on pregnancy outcomes, informing more precise risk estimation and prevention strategies.

10.
Pediatr Res ; 94(6): 2085-2091, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37479746

RESUMO

BACKGROUND: We aimed to understand the association between maternal stress in the first year of life and childhood body mass index (BMI) from 2 to 4 years of age in a large, prospective United States-based consortium of cohorts. METHODS: We used data from the Environmental influences on Child Health Outcomes program. The main exposure was maternal stress in the first year of life measured with the Perceived Stress Scale (PSS). The main outcome was the first childhood BMI percentile after age 2 until age 4 years. We used an adjusted linear mixed effects model to examine associations between BMI and PSS quartile. RESULTS: The mean BMI percentile in children was 59.8 (SD 30) measured at 3.0 years (SD 1) on average. In both crude models and models adjusted for maternal BMI, age, race, ethnicity, infant birthweight, and health insurance status, no linear associations were observed between maternal stress and child BMI. CONCLUSIONS: Among 1694 maternal-infant dyads, we found no statistically significant relationships between maternal perceived stress in the first year of life and child BMI after 2 through 4 years. IMPACT: Although existing literature suggests relationships between parental stress and childhood BMI, we found no linear associations between maternal stress in the first year of life and childhood BMI at 2-4 years of age among participants in ECHO cohorts. Higher maternal stress was significantly associated with Hispanic ethnicity, Black race, and public health insurance. Our analysis of a large, nationally representative sample challenges assumptions that maternal stress in the first year of life, as measured by a widely used scale, is associated with offspring BMI.


Assuntos
Avaliação de Resultados em Cuidados de Saúde , Lactente , Humanos , Criança , Pré-Escolar , Estados Unidos/epidemiologia , Índice de Massa Corporal , Estudos Prospectivos , Fatores de Risco , Peso ao Nascer
11.
Qual Res ; 23(2): 195-216, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37485303

RESUMO

Online research methods have risen in popularity over recent decades, particularly in the wake of COVID-19. We conducted five online workshops capturing the experiences of participatory health researchers in relation to power, as part of a collaborative project to develop global knowledge systems on power in participatory health research. These workshops included predominantly academic researchers working in 24 countries across Africa, Asia, Europe, and the Americas. Here, we reflect on the opportunities, limitations, and key considerations of using online workshops for knowledge generation and shared learning. The online workshop approach offers the potential for cross-continental knowledge exchange and for the amplification of global South voices. However, this study highlights the need for deeper exploration of power dynamics exposed by online platform use, particularly the 'digital divide' between academic partners and community co-researchers. Further research is needed to better understand the role of online platforms in generating more inclusive knowledge systems.

12.
Compr Child Adolesc Nurs ; 46(4): 309-319, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37498287

RESUMO

The aim of this study was to examine associations between parent reports of bottle-feeding behaviors and infant non-nutritive suck (NNS) on a pacifier as well as oral feeding skills during bottle-feeding. A prospective study was conducted. Full-term infants with no prior diagnosed feeding disorders were recruited at 3-months. Parents reported their infant's bottle-feeding behaviors using the Neonatal Eating Assessment Tool-Bottle-Feeding (NeoEAT-Bottle-Feeding), consisting of five domains: Infant Regulation, Energy and Physiologic Stability, Gastrointestinal Tract Function, Sensory Responsiveness, and Compelling Symptoms of Problematic Feeding. Infant NNS was measured using a custom pacifier, pressure transducer device, which yields the following NNS variables: duration (sec), frequency (Hz), amplitude (cmH20), cycles per burst, cycle amount, and burst amount. The Oral Feeding Skills (OFS) scale was used to measure the initial volume, transfer volume, proficiency, and rate of milk transfer during bottle feeding. Fifty-two infants (58% male) with reported prior bottle experience completed this study. NeoEAT-Bottle-Feeding Total score was significantly positively associated with NNS burst duration and NNS cycles per burst. The NeoEAT-Bottle-Feeding Energy and Physiologic Stability domain was significantly positively correlated with NNS cycles per burst. NeoEAT-Bottle-Feeding Gastrointestinal Tract Function domain score was significantly positively correlated with NNS duration, amplitude, and cycles per burst. There were no significant associations between NeoEAT-Bottle-Feeding domains and the OFS scale. The findings demonstrate that parent reports of problematic feeding at 3 months of age are associated with aspects of infant NNS physiology and not with oral feeding metrics during bottle-feeding. Parent reports of bottle-feeding behaviors, particularly pertaining to gastrointestinal issues, were associated with aspects of infant NNS. These data together will allow for a more nuanced understanding of infant feeding and will be beneficial in determining if infants have a feeding delay.


Assuntos
Alimentação com Mamadeira , Comportamento de Sucção , Recém-Nascido , Lactente , Humanos , Masculino , Feminino , Estudos Prospectivos , Comportamento de Sucção/fisiologia , Comportamento Alimentar , Pais
13.
Appetite ; 186: 106576, 2023 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-37120069

RESUMO

Maternal mood and eating habits are associated with food parenting practices, including non-responsive feeding practices, which in turn impact children's eating habits. The COVID-19 pandemic may have negatively impacted maternal mood due to the overall stress and challenges, contributing to changes in eating behaviors and food parenting practices. The present study examined how maternal mood, body image, and eating concerns were related to perceived changes in feeding practices during the pandemic. A total of 137 mothers participated in an online study. Participants retrospectively reported their mood, eating habits, body dissatisfaction, and non-responsive feeding practices, before and during the pandemic, and responded to open-ended questions regarding changes in eating and feeding patterns during the pandemic. Results suggested differences in non-responsive feeding practices, including higher use of food as a reward for behavior and lower use of standard meal settings during the pandemic. In addition, significant relationships were found between higher maternal stress and higher body dissatisfaction (r = 0.37; p < .01), restrained eating (r = 31; p < .01), emotional eating (r = 0.44; p < .01), and higher use of overt and covert restriction retrospectively and during the pandemic. Results revealed trends in the same direction for depression and anxiety. Finally, qualitative findings were consistent with the quantitative findings, suggesting relationships between maternal mood, eating habits, and feeding practices. These results provide support for previous findings suggesting that the pandemic negatively impacted maternal well-being, increasing the use of some non-responsive feeding practices. Further work exploring the impacts of the pandemic on well-being, child feeding, and eating patterns is warranted.


Assuntos
COVID-19 , Pandemias , Criança , Feminino , Humanos , Peso Corporal , Imagem Corporal , Estudos Retrospectivos , Relações Mãe-Filho/psicologia , Poder Familiar/psicologia , COVID-19/epidemiologia , Comportamento Alimentar/psicologia , Mães/psicologia , Comportamento Infantil/psicologia , Inquéritos e Questionários , Índice de Massa Corporal
14.
Twin Res Hum Genet ; 26(1): 31-39, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36896815

RESUMO

Illicit substance use is dangerous in both acute and chronic forms, frequently resulting in lethal poisoning, addiction, and other negative consequences. Similar to research in other psychiatric conditions, whose ultimate goal is to enable effective prevention and treatment, studies in substance use are focused on factors elevating the risk for the disorder. The rapid growth of the substance use problem despite the effort invested in fighting it, however, suggests the need in changing the research approach. Instead of attempting to identify risk factors, whose neutralization is often infeasible if not impossible, it may be more promising to systematically reverse the perspective to the factors enhancing the aspect of liability to disorder that shares the same dimension but is opposite to risk, that is, resistance to substance use. Resistance factors, which enable the majority of the population to remain unaffected despite the ubiquity of psychoactive substances, may be more amenable to translation. While the resistance aspect of liability is symmetric to risk, the resistance approach requires substantial changes in sampling (high-resistance rather than high-risk) and using quantitative indices of liability. This article provides an overview and a practical approach to research in resistance to substance use/addiction, currently implemented in a NIH-funded project. The project benefits from unique opportunities afforded by the data originating from two longitudinal twin studies, the Virginia Twin Study of Adolescent and Behavioral Development and the Minnesota Twin Family Study. The methodology described is also applicable to other psychiatric disorders.


Assuntos
Transtornos Relacionados ao Uso de Substâncias , Adolescente , Humanos , Transtornos Relacionados ao Uso de Substâncias/epidemiologia , Transtornos Relacionados ao Uso de Substâncias/genética , Gêmeos , Fatores de Risco , Virginia/epidemiologia , Doenças em Gêmeos/epidemiologia
15.
JMIR Form Res ; 7: e41516, 2023 Mar 20.
Artigo em Inglês | MEDLINE | ID: mdl-36939830

RESUMO

BACKGROUND: Deep learning offers great benefits in classification tasks such as medical imaging diagnostics or stock trading, especially when compared with human-level performances, and can be a viable option for classifying distinct levels within community-engaged research (CEnR). CEnR is a collaborative approach between academics and community partners with the aim of conducting research that is relevant to community needs while incorporating diverse forms of expertise. In the field of deep learning and artificial intelligence (AI), training multiple models to obtain the highest validation accuracy is common practice; however, it can overfit toward that specific data set and not generalize well to a real-world population, which creates issues of bias and potentially dangerous algorithmic decisions. Consequently, if we plan on automating human decision-making, there is a need for creating techniques and exhaustive evaluative processes for these powerful unexplainable models to ensure that we do not incorporate and blindly trust poor AI models to make real-world decisions. OBJECTIVE: We aimed to conduct an evaluation study to see whether our most accurate transformer-based models derived from previous studies could emulate our own classification spectrum for tracking CEnR studies as well as whether the use of calibrated confidence scores was meaningful. METHODS: We compared the results from 3 domain experts, who classified a sample of 45 studies derived from our university's institutional review board database, with those from 3 previously trained transformer-based models, as well as investigated whether calibrated confidence scores can be a viable technique for using AI in a support role for complex decision-making systems. RESULTS: Our findings reveal that certain models exhibit an overestimation of their performance through high confidence scores, despite not achieving the highest validation accuracy. CONCLUSIONS: Future studies should be conducted with larger sample sizes to generalize the results more effectively. Although our study addresses the concerns of bias and overfitting in deep learning models, there is a need to further explore methods that allow domain experts to trust our models more. The use of a calibrated confidence score can be a misleading metric when determining our AI model's level of competency.

16.
JAMA Pediatr ; 177(4): 401-409, 2023 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-36780186

RESUMO

Importance: The prevalence of obesity among youths 2 to 19 years of age in the US from 2017 to 2018 was 19.3%; previous studies suggested that school lunch consumption was associated with increased obesity. The Healthy, Hunger-Free Kids Act of 2010 (HHFKA) strengthened nutritional standards of school-based meals. Objective: To evaluate the association between the HHFKA and youth body mass index (BMI). Design, Setting, and Participants: This cohort study was conducted using data from the Environmental Influences on Child Health Outcomes program, a nationwide consortium of child cohort studies, between January 2005 and March 2020. Cohorts in the US of youths aged 5 to 18 years with reported height and weight measurements were included. Exposures: Full implementation of the HHFKA. Main Outcomes and Measures: The main outcome was annual BMI z-score (BMIz) trends before (January 2005 to August 2016) and after (September 2016 to March 2020) implementation of the HHFKA, adjusted for self-reported race, ethnicity, maternal education, and cohort group. An interrupted time-series analysis design was used to fit generalized estimating equation regression models. Results: A total of 14 121 school-aged youths (7237 [51.3%] male; mean [SD] age at first measurement, 8.8 [3.6] years) contributing 26 205 BMI measurements were included in the study. Overall, a significant decrease was observed in the annual BMIz in the period following implementation of the HHFKA compared with prior to implementation (-0.041; 95% CI, -0.066 to -0.016). In interaction models to evaluate subgroup associations, similar trends were observed among youths 12 to 18 years of age (-0.045; 95% CI, -0.071 to -0.018) and among youths living in households with a lower annual income (-0.038; 95% CI, -0.063 to -0.013). Conclusions and Relevance: In this cohort study, HHFKA implementation was associated with a significant decrease in BMIz among school-aged youths in the US. The findings suggest that school meal programs represent a key opportunity for interventions to combat the childhood obesity epidemic given the high rates of program participation and the proportion of total calories consumed through school-based meals.


Assuntos
Obesidade Infantil , Humanos , Masculino , Criança , Adolescente , Pré-Escolar , Adulto Jovem , Adulto , Feminino , Índice de Massa Corporal , Obesidade Infantil/epidemiologia , Obesidade Infantil/prevenção & controle , Estudos de Coortes , Política Nutricional , Instituições Acadêmicas
17.
Artigo em Inglês | MEDLINE | ID: mdl-36673770

RESUMO

BACKGROUND: The financial hardships and social isolation experienced during the COVID-19 pandemic have been found to adversely affect children's developmental outcomes. While many studies thus far have focused on school-aged children and the pandemic-related impacts on their academic skills and behavior problems, relatively less is known about pandemic hardships and associations with children's development during their early years. Using a racially and economically diverse sample, we examined whether hardships experienced during the pandemic were associated with children's development with a particular focus on communication and socioemotional development. METHODS: Participants from eight cohorts of the Environmental influences on Child Health Outcomes program provided data on pandemic-related financial and social hardships as well as child developmental outcomes. Financial hardship was defined as at least one parent experiencing job loss or change, and social hardship was defined as families' quarantining from household members or extended family and friends. The development of children under 4 was assessed longitudinally, before and during the pandemic (N = 684), using the Ages and Stages Questionnaire (ASQ). The Generalized Estimating Equations, which accounted for within-child correlation, were used for analysis. RESULTS: Families from minority backgrounds and low socioeconomic status disproportionately experienced pandemic-related hardships. Male children had higher odds of experiencing negative changes in communication and personal social skills from pre- to during-pandemic visits (ORs ranged between 2.24 and 3.03 in analysis with binary ASQ outcomes and ranged from -0.34-0.36 in analyses with ASQ z-scores, ps = 0.000). Pandemic-related hardships in the social and financial areas did not explain within-individual changes in children's developmental outcomes. CONCLUSION: Negative developmental changes from pre- to during-pandemic were found in boys, yet we did not find any associations between increased experience of pandemic-related hardships and children's development. E how pandemic hardships affect development using a larger sample size and with longer follow-up is warranted.


Assuntos
COVID-19 , Pandemias , Humanos , Masculino , Pré-Escolar , Lactente , Criança , COVID-19/epidemiologia , Desenvolvimento Infantil , Inquéritos e Questionários
18.
Toxics ; 11(1)2023 Jan 11.
Artigo em Inglês | MEDLINE | ID: mdl-36668792

RESUMO

Phthalates have been linked to changes in child neurodevelopment. However, sex-specificity has been reported inconsistently, and little is known about the impact of recent phthalate replacement chemicals. Our analysis included mother−child pairs (N = 274) from the PROTECT birth cohort in Puerto Rico. Phthalate metabolites were measured in multiple maternal urine collected during pregnancy. Neurodevelopment was measured at 6, 12, and 24 months of age using the Battelle Developmental Inventory-2nd edition (BDI), which provides scores for adaptive, personal-social, communication, motor, and cognitive domains. Multivariable linear regression was used to examine associations between phthalate metabolite concentrations and BDI scores, adjusting for maternal age, maternal education, child age, and specific gravity. Sex-specificity was assessed with sex X exposure interaction terms and stratified models. Results show that all five domains were significantly associated with mono-3-carboxypropyl phthalate (MCPP) at age 24 months, suggesting a holistic developmental delay related to this metabolite. Sex-specificity existed for all timepoints (p-interaction < 0.2), in general, showing stronger associations among boys. For example, metabolites of a recent phthalate replacement, di-2-ethylhexyl terephthalate (DEHTP), were differentially associated with the adaptive domain (boys −7.53%/IQR, 95% CI: −14.58, −0.48 vs. girls −0.85%/IQR, 95% CI: −5.08, 3.37), and the cognitive domain (boys −6.05%/IQR, 95% CI: −10.88, −1.22 vs. girls −1.93%/IQR, 95%CI: −4.14, 0.28) at 6 months. To conclude, gestational exposure to phthalates and phthalate replacements was associated with neurodevelopmental delay across multiple domains, with differences by sex and child age.

19.
Midwifery ; 116: 103542, 2023 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-36371861

RESUMO

BACKGROUND: The home environment and caregiver interactions have an impact on infant development. However, there is a paucity of research surrounding the home environment and its relation to early feeding outcomes within the first year of life. Therefore, the aim of this study was to examine the relationship between the home environment and infant bottle feeding outcomes at 3 and 12 months of age. METHODS: Seventy-two full-term infants completed this study at 3 months of age and fifty-five infants completed the study at 12 months. Data in the current study were collected from a larger, ongoing study completed in the infant's home at 3 and 12 months of age. The Infant-Toddler Home Observation for Measurement of Environment Inventory (IT-HOME) was utilized to assess the infant's home environment. The Oral Feeding Skills (OFS) scale was completed while the infant was observed during a bottle feed. Caregivers completed a questionnaire about their infant's feeding abilities via the Neonatal Eating Assessment Tool (Neo-EAT) at 3 months and Pediatric Eating Assessment Tool (Pedi-EAT) at 12 months. RESULTS: At 3 months of age, the IT-HOME Involvement subscale was associated with an increase in the amount of milk provided in the infant's bottle. There were no significant associations between the IT-HOME and caregiver report of feeding at 3 months of age. At 12 months of age, the IT-HOME Acceptance subscale was associated with an increase in oral transfer rate and the IT-HOME Variety subscale was associated with a decrease in oral transfer rate. Additionally, the IT-HOME Organization subscale was associated with caregiver report of feeding on the following Pedi-EAT scales: Mealtime Behaviors, Selective Restrictive Eating, and Oral Processing at 12 months. CONCLUSIONS: These findings reveal that the home environment is significantly related to different infant bottle feeding outcomes over the first year of life. At 3 months, IT-HOME Involvement was associated with the amount of milk offered in the bottle, whereas at 12 months of age, subscales of the IT-HOME were associated with oral feeding transfer rate and caregiver report of feeding. Clinically, these findings point to the importance of considering the infant's bottle feeding skills in conjunction with certain aspect within the infant's environment. Additional research is needed to further explore these relationships in greater detail, with a larger sample size and across patient populations.


Assuntos
Alimentação com Mamadeira , Ambiente Domiciliar , Lactente , Recém-Nascido , Humanos , Criança , Feminino , Desenvolvimento Infantil , Cuidadores , Aleitamento Materno , Comportamento Alimentar
20.
Pediatr Res ; 93(5): 1285-1293, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-34916626

RESUMO

BACKGROUND: This study examined the relationship between prenatal maternal stress (PREMS) and non-nutritive suck (NNS) and tested its robustness across 2 demographically diverse populations. METHODS: The study involved 2 prospective birth cohorts participating in the national Environmental influences on Child Health Outcomes (ECHO) Program: Illinois Kids Development Study (IKIDS) and ECHO Puerto Rico (ECHO-PROTECT). PREMS was measured during late pregnancy via the 10-item Perceived Stress Scale (PSS-10). NNS was sampled from 1- to 8-week-olds using a custom pacifier for ~5 min. RESULTS: Overall, 237 mother-infant dyads completed this study. Despite several significant differences, including race/ethnicity, income, education, and PREMS levels, significant PREMS-NNS associations were found in the 2 cohorts. In adjusted linear regression models, higher PREMS, measured through PSS-10 total scores, related to fewer but longer NNS bursts per minute. CONCLUSIONS: A significant association was observed between PREMS and NNS across two diverse cohorts. This finding is important as it may enable the earlier detection of exposure-related deficits and, as a result, earlier intervention, which potentially can optimize outcomes. More research is needed to understand how NNS affects children's neurofunction and development. IMPACT: In this double-cohort study, we found that higher maternal perceived stress assessed in late pregnancy was significantly associated with fewer but longer sucking bursts in 1- to 8-week-old infants. This is the first study investigating the association between prenatal maternal stress (PREMS) and infant non-nutritive suck (NNS), an early indicator of central nervous system integrity. Non-nutritive suck is a potential marker of increased prenatal stress in diverse populations. Non-nutritive suck can potentially serve as an early indicator of exposure-related neuropsychological deficits allowing for earlier interventions and thus better prognoses.


Assuntos
Mães , Comportamento de Sucção , Feminino , Criança , Humanos , Lactente , Gravidez , Estudos de Coortes , Estudos Prospectivos , Comportamento de Sucção/fisiologia , Chupetas
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