James F. Sallis’s research while affiliated with Australian Catholic University and other places

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Publications (965)


Associations of perceived neighbourhood and home environments with sedentary behaviour among adolescents in 14 countries: the IPEN adolescent cross sectional observational study
  • Article
  • Full-text available

November 2024

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34 Reads

International Journal of Behavioral Nutrition and Physical Activity

Ranjit Mohan Anjana

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Harish Ranjani

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[...]

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James F. Sallis

Background Understanding environmental correlates of sedentary behaviour (SB) among young people is important as such data can identify approaches to limit sedentary time. This paper estimates associations of parent-reported neighbourhood and adolescent-reported home environments with SB among adolescents aged 11–19 years from 14 countries. Methods In the International Physical activity and the Environment Network (IPEN) Adolescent Study (an observational, cross-sectional multi-country study), adolescents wore a triaxial accelerometer for seven days that assessed sedentary time (ST). Adolescents completed survey measures of sedentary behaviour (SB) related to recreational screen time and sitting time in motor vehicles. Parents and adolescents completed surveys assessing neighbourhood and home environments. Accelerometer based ST was available in 3,982 adolescents while survey data were available for 6,302 dyads. We estimated the total and direct effects of each environmental attribute on ST and SB. Sex of the adolescent and city/country were examined as moderators. Results The average ST in adolescents from 14 countries ranged from 7.8 to 10.5 h/day. Personal social media was the only significant correlate of total ST across both sexes. With respect to self-reported SB, adolescents accumulated an average of 3.8 h of non-school screen time per day and nearly 40 min of transport-related sitting time. Screen time was associated with all home environment variables, including social media account, as well as land use mix—diversity, traffic safety, and crime safety. Transport-related sitting time was related to land use mix—diversity, recreation facilities, walking facilities, and pedestrian infrastructure, but no home environment variables. City/country and sex were significant moderators of several associations. Conclusions Both home and neighbourhood environment features were related to ST and SB. Having social media accounts emerged as a major contributor towards sedentarism in adolescents.

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Figure 1: Examples of accelerometer data from the study cohort. (a) Subject with missing data during the mornings and evenings. (b) Subject with missing data during the middle of the day. (c) Subjects' missing data rates by time-of-day aggregated at half-hour bins. (d) Quantile functions of transformed count distributions.
Figure 2: Heatmap of accelerometer count at 30s epochs from plotted on a x-axis of 6am-11:30pm. TEAN cohort subjects (N = 750) were order by age, with 12yr (18%), 13yr (21%), 14yr (20%), 15yr (21%), 16yr (20%), 17yr (< 1%). Consecutive epochs ≥ 30 minutes of zero counts are labeled missing. Epochs of missing data are colored black, accelerometer counts are colored in shades of blue and accelerometer counts above the moderate-vigorous cutoff are colored red.
Figure 3: Empirical and Box-Cox transformed quantiles. (a) Spaghetti plot of empirical quantiles of count distributions with the Frechet mean plotted in bold black and cutoffs for moderate-vigorous physical activity (MVPA) and sedentary physical activity (SPA). Observed proportions of MVPA and SPA are shaded in red and blue respectively. (b) Example of smooth monotonic interpolation of a discrete value empirical quantile function plotted on the log scale. (c) Spaghetti plot of empirical quantiles of count distributions after smooth Box-Cox transformation with the Frechet mean plotted in bold black and cutoffs for MVPA and SPA. (d) Quantlet orthogonal basis system (K = 8) used to reconstruct the empirical quantile distributions with the first two quantlets plotted in red.
Figure 4: Quantile function estimates for age = 14 males from 500 replicates. Model 1 estimates are plotted in blue, Model 2 estimates are plotted in red and true quantile are plotted in green. (a) Case 1 quantile function estimates. (b) Case 1 quantile function estimates on domain p ∈ [0.25, 75]. (c) Case 1 density based on transforming quantile function estimates. The same set of plots for Case 2 are presented in (d)-(f).
Figure 7: Marginal missing data effects. (a) Plot of 4 missing data predictors. (b) Estimated quantile function in Box-Cox transformed space based on 4 missing data predictors, matched by line style. (c)-(f) Quantile functions transformed back to densities with demarcations for zero counts and moderate-to-vigorous physical activity (MVPA) cutoffs. For reference, contrasting densities estimated using zero missing data (π(t) = 0) are plotted in black. 30

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Semiparametric quantile functional regression analysis of adolescent physical activity distributions in the presence of missing data

November 2024

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9 Reads

In the age of digital healthcare, passively collected physical activity profiles from wearable sensors are a preeminent tool for evaluating health outcomes. In order to fully leverage the vast amounts of data collected through wearable accelerometers, we propose to use quantile functional regression to model activity profiles as distributional outcomes through quantile responses, which can be used to evaluate activity level differences across covariates based on any desired distributional summary. Our proposed framework addresses two key problems not handled in existing distributional regression literature. First, we use spline mixed model formulations in the basis space to model nonparametric effects of continuous predictors on the distributional response. Second, we address the underlying missingness problem that is common in these types of wearable data but typically not addressed. We show that the missingness can induce bias in the subject-specific distributional summaries that leads to biased distributional regression estimates and even bias the frequently used scalar summary measures, and introduce a nonparametric function-on-function modeling approach that adjusts for each subject's missingness profile to address this problem. We evaluate our nonparametric modeling and missing data adjustment using simulation studies based on realistically simulated activity profiles and use it to gain insights into adolescent activity profiles from the Teen Environment and Neighborhood study.


Direct (solid line) and indirect associations (dashed lines) of neighborhood Socioeconomic Deprivation (Panel A), Social Disorder (Panel B), Walkability (Panel C), and Greenness (Panel D) with depression symptoms. Each panel presents a path analysis model that that includes all variables shown in the panel and controls for participant sex, age, income, education, nativity/time in the U.S., marital status, time in years between assessments, and whether or not participants moved residences between baseline and Visit 2. Analyses of neighborhood social disorder, greenness, and walkability also control for neighborhood socioeconomic deprivation. Standardized regression coefficients (Betas) are presented for all paths. *p < .05
Direct (solid line) and indirect associations (dashed lines) of neighborhood Socioeconomic Deprivation (Panel A), Social Disorder (Panel B), Walkability (Panel C), and Greenness (Panel D) with anxiety symptoms. Each panel presents a path analysis model that that includes all variables shown in the panel and controls for participant sex, age, income, education, nativity/time in the U.S., marital status, time in years between assessments, and whether or not participants moved residences between baseline and Visit 2. Analyses of neighborhood social disorder, greenness, and walkability also control for neighborhood socioeconomic deprivation. Standardized regression coefficients (Betas) are presented for all paths. *p < .05
Neighborhood environments and psychological distress 6-years later: results from the San Diego HCHS/SOL community and surrounding areas study

September 2024

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23 Reads

Social Psychiatry and Psychiatric Epidemiology

Purpose The current study examined associations of social and built features of neighborhood environments with psychological distress 6 years later and whether these associations were explained by stress and social factors, among Hispanic/Latino adults from the HCHS/SOL and SOL CASAS Ancillary Study. Methods In the SOL CASAS Ancillary Study, HCHS/SOL San Diego participants’ baseline (2008–2011) home addresses were geocoded, neighborhoods were defined using 800 m radial buffers, and variables representing neighborhood socioeconomic deprivation, social disorder, walkability, and greenness were created. Psychological distress (anxiety and depression symptoms) and proposed pathway variables chronic stress, social support, and family cohesion were assessed at HCHS/SOL Visit 2 (2014–2017). Results On average, the population (n = 2785) was 39.47 years old, 53.3% were women, and 92.3% were of Mexican heritage. In complex survey regression analyses that accounted for sociodemographic covariates, the complex sampling design, and sample weights, greater baseline neighborhood socioeconomic deprivation predicted lower family cohesion at Visit 2 (B = -0.99, 95% CI [-1.97, -0.06]). Path models showed indirect associations of baseline neighborhood socioeconomic deprivation with Visit 2 psychological distress through family cohesion (MacKinnon’s 95% CI depression [0.001, 0.026]; 3.9% of the variance accounted for; anxiety [0.00071, 0.019] 3.0% of the variance accounted for). Conclusions Among adults of mostly Mexican heritage from the San Diego, CA area, neighborhood deprivation indirectly predicted later psychological distress through family cohesion. No other effects of neighborhood variables were observed.



Recommended actions to create active societies.
More People, More Active, More Often for Heart Health – Taking Action on Physical Activity

May 2024

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147 Reads

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3 Citations

Global Heart

Physical inactivity is a leading contributor to increased cardiovascular morbidity and mortality. Almost 500 million new cases of preventable noncommunicable diseases (NCDs) will occur globally between 2020 and 2030 due to physical inactivity, costing just over US300billion,oraroundUS300 billion, or around US 27 billion annually (WHO 2022). Active adults can achieve a reduction of up to 35% in risk of death from cardiovascular disease. Physical activity also helps in moderating cardiovascular disease risk factors such as high blood pressure, unhealthy weight and type 2 diabetes. For people with cardiovascular disease, hypertension, type 2 diabetes and many cancers, physical activity is an established and evidence-based part of treatment and management. For children and young people, physical activity affords important health benefits. Physical activity can also achieve important cross-sector goals. Increased walking and cycling can reduce journeys by vehicles, air pollution, and traffic congestion and contribute to increased safety and liveability in cities.


Example school observation routes for use with the Micro-Scale Audit of Pedestrian Streetscapes for Safe Routes to School (MAPS-SRTS)
Scoring schema of subscales and total score for the Micro-scale Aaudit of Pedestrian Streetscapes for Safe Routes to School (MAPS-SRTS) instrument
Development, scoring, and reliability for the Microscale Audit of Pedestrian Streetscapes for Safe Routes to School (MAPS-SRTS) instrument

March 2024

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66 Reads

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3 Citations

BMC Public Health

Background Active commuting to school can be a meaningful contributor to overall physical activity in children. To inform better micro-level urban design near schools that can support active commuting to school, there is a need for measures that capture these elements. This paper describes the adaptation of an observational instrument for use in assessing micro-scale environments around urban elementary schools in the United States. Methods The Micro-scale Audit of Pedestrian Streetscapes for Safe Routes to School (MAPS-SRTS) was developed from existing audit instruments not designed for school travel environments and modifications for the MAPS-SRTS instrument include the structure of the audit tool sections, the content, the observation route, and addition of new subscales. Subscales were analyzed for inter-rater reliability in a sample of 36 schools in Austin, TX. To assess reliability for each subscale, one-way random effects single-measure intraclass correlation coefficients (ICC) were used. Results Compared to the 30 original subscales, the adapted MAPS-SRTS included 26 (86.6%) subscales with revised scoring algorithms. Most MAPS-SRTS subscales had acceptable inter-rater reliability, with an ICC of 0.97 for the revised audit tool. Conclusions The MAPS-SRTS audit tool is a reliable instrument for measuring the school travel environment for research and evaluation purposes, such as assessing human-scale determinants of active commuting to school behavior and documenting built environment changes from infrastructure interventions.


Desplazamiento activo al centro educativo y las influencias del entorno físico social y hábitos de estilo de vida en adolescentes españoles: Protocolo del Proyecto PACO Y PACA (Pedalea y Anda al Cole y Pedalea y Anda a Casa)

December 2023

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132 Reads

Journal of Sport and Health Research

Objetivos: Analizar los medios de desplazamiento escolar y las influencias del entorno físico y psicosocial (influencia familiar y otras influencias significativas como la de los iguales) así como la influencia de otros hábitos del estilo de vida (patrones de sueño, horas de pantallas y aspectos nutricionales) en el desplazamiento al/desde el centro educativo de adolescentes de Toledo, Granada, Sevilla y Valencia. El Proyecto PACOyPACA consiste en un estudio transversal. La muestra estuvo formada por estudiantes de 3º de Educación Secundaria Obligatoria (ESO) de 4 ciudades españolas (Toledo, Granada, Valencia y Sevilla) y por sus padres. Para garantizar la representatividad de la muestra, se seleccionaron aleatoriamente centros educativos atendiendo al nivel socioeconómico (NSE) y el índice de “caminabilidad” del vecindario en el que se ubican. El proyecto PACOyPACA servirá para adquirir conciencia sobre el estado actual del desplazamiento activo al centro educativo (DACE) en la adolescencia y los posibles factores que influyen sobre él. Estos conocimientos permitirán una mejor interpretación de la situación actual y será útil para el diseño y creación de estrategias con el fin de fomentar el DACE. Dichas estrategias permitirán la creación de una guía para impulsar iniciativas utilizando el centro educativo como punto clave de la acción.


Social and Built Neighborhood Environments and Sleep Health: The Hispanic Community Health Study/Study of Latinos Community and Surrounding Areas (SOL CASAS) and Sueño Ancillary Studies

October 2023

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31 Reads

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1 Citation

Sleep

Study Objectives To test associations between neighborhood social, built, and ambient environment characteristics and multidimensional sleep health in Hispanic/Latino adults. Methods Data were from San Diego-based Hispanic/Latino adults mostly of Mexican heritage enrolled in the Hispanic Community Health Study/Study of Latinos (N=342). Home addresses were geocoded to ascertain neighborhood characteristics of greenness, walkability (density of intersections, retail spaces, and residences), socioeconomic deprivation (e.g., lower income, lower education), social disorder (e.g., vacant buildings, crime), traffic density, and air pollution (PM 2.5) in the Study of Latinos Communities and Surrounding Areas Study. Sleep dimensions of regularity, satisfaction, alertness, timing, efficiency, and duration were measured by self-report or actigraphy approximately 2 years later. Multivariable regression models accounting for study design (stratification and clustering) were used to examine associations of neighborhood variables with individual sleep dimensions and a multidimensional sleep health composite score. Results Neighborhood characteristics were not significantly associated with the multidimensional sleep health composite, and there were few significant associations with individual sleep dimensions. Greater levels of air pollution (B=9.03, 95% CI: 1.16, 16.91) were associated with later sleep midpoint, while greater social disorder (B=-6.90, 95% CI: -13.12, -0.67) was associated with earlier sleep midpoint. Lower walkability was associated with more wake after sleep onset (B=-3.58, 95% CI: -7.07, -0.09). Conclusion Living in neighborhoods with lower walkability and greater air pollution was associated with worse sleep health, but otherwise findings were largely null. Future research should test these hypotheses in settings with greater variability and investigate mechanisms of these associations.


Advancing urban green and blue space contributions to public health

September 2023

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173 Reads

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29 Citations

The Lancet Public Health

Urban green and blue spaces (UGBS) have the potential to improve public health and wellbeing, address health inequities, and provide co-benefits for the environment, economy, and society. To achieve these ambitions, researchers should engage with communities, practitioners, and policy makers in a virtuous circle of research, policy, implementation, and active citizenship using the principles of co-design, co-implementation, co-evaluation, and co-translation. This Viewpoint provides an integrated perspective on the challenges that hinder the delivery of health-enhancing UGBS and recommendations to address them. Our recommendations include: strengthening the evidence beyond cross-sectional research designs, strengthening the evidence base on UGBS intervention approaches, evaluating the effects on diverse population groups and communities, addressing inequities in the distribution and quality of UGBS, accelerating research on blue space, providing evidence for environmental effects, incorporating co-design approaches, developing innovative modelling methods, fostering whole-system evidence, harnessing political drivers, creating collaborations for sustainable UGBS action, and advancing evidence in low-income and middle-income countries. The full potential of UGBS as public health, social, economic, and environmental assets is yet to be realised. Acting on the research and translation recommendations will aid in addressing these challenges in collaboration with research, policy, practice, and communities.


Availability of Recreation Facilities and Parks In Relation to Adolescent Participation in Organized Sports and Activity Programs

August 2023

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126 Reads

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1 Citation

Journal of Healthy Eating and Active Living

Most adolescents do not meet physical activity guidelines, so understanding facilitators and barriers is important. This study used surveys and geocoded location data to examine associations of availability of parks and recreation facilities with adolescent-reported participation in organized team sports and physical activity classes. The study was conducted with 928 adolescents aged 12-17 years, plus one parent/caretaker, recruited from two regions of the US. Adolescents’ participation in teams and classes was positively associated with parents’ perceptions of multiple available recreation environments , but not with objectively-measured availability. Having multiple nearby parks and recreation facilities may provide adolescents with more options for participating in organized team sports and activity classes.


Citations (84)


... Internet technology and artificial intelligence technology are indispensable tools in achieving active detection and intervention among residents. Although international scholars did not directly put forward the word "active health," they carried out a lot of related research on active health, including digital health, internet-based medicine, artificial intelligence-assisted health care, and new digital management models, to promote patients' health knowledge, improve residents' health behaviors, and improve self-health management [7][8][9]. It could be predicted that internet-based active health management would be an important way to promote active health. ...

Reference:

Digital Health Platform for Improving the Effect of the Active Health Management of Chronic Diseases in the Community: Mixed Methods Exploratory Study
More People, More Active, More Often for Heart Health – Taking Action on Physical Activity

Global Heart

... The MAPS-Global tool primarily facilitates the measurement of microscale elements such as sidewalk design and street crossing safety, as well as some macroscale elements [28]. The tool has proven feasible and reliable for use in various urban contexts [28,[33][34][35][36]. In the last decade, few studies have used this tool to identify elements of the built environment affecting active transportation and walkability [30,37], and another version of the MAPS (MAPS-Mini) was used in a pilot intervention study [38]. ...

Development, scoring, and reliability for the Microscale Audit of Pedestrian Streetscapes for Safe Routes to School (MAPS-SRTS) instrument

BMC Public Health

... While evidence suggests that urban green spaces contribute significantly to health and happiness [91], knowledge gaps remain regarding the specific qualities of urban green space that produce the most effective outcomes [92]. Factors such as the optimal location, exposure duration, design quality, and type of green spaces require further exploration to fully realise urban green spaces as public health, social, economic, and environmental assets [93]. Addressing these aspects could maximise the potential of urban green spaces in fulfilling Sustainable Development Goal (SDG) 11, which promotes inclusive, safe, resilient, and sustainable cities, particularly through enhancing access to green spaces for all residents [25]. ...

Advancing urban green and blue space contributions to public health
  • Citing Article
  • September 2023

The Lancet Public Health

... Among these, environmental determinants such as access to parks and recreational facilities, the quality of the built environment, and public transportation infrastructure have emerged as some of the most influential [10][11][12]. For youth, an impactful environmental determinant of PA is the availability and quality of youth physical activity opportunities (YPAO), which encompass are programs and places with amenities and resources to promote youth PA (e.g., sports leagues, playgrounds) [13][14][15]. Significant associations have been found between youth PA and access to affordable and local (e.g., closer to home) YPAOs, and lack of YPAOs has been cited by youth as a major barrier to being active [16][17][18]. Yet, communities with a higher proportion of Black Americans are associated with fewer YPAO settings, such as sports facilities, parks, and public pools [19]. ...

Availability of Recreation Facilities and Parks In Relation to Adolescent Participation in Organized Sports and Activity Programs

Journal of Healthy Eating and Active Living

... Studies early in the pandemic focused on population density and produced conflicting results, with findings of no association, negative association, and positive association with COVID-19 mortality. 16 Only a couple of studies examined other features of activity-supportive environments, such as mixed land use and green space. Both studies reported activity-supportive environments had favorable associations with COVID-19 mortality, partly explained by PA (active transport) and overweight/obesity. ...

Growing evidence that physical activity-supportive neighbourhoods can mitigate infectious and non-communicable diseases
  • Citing Article
  • July 2023

Cities & Health

... La figura 7, muestra la representación visual de las relaciones entre autores, las conexiones o enlaces entre los nodos representan coautorías o la frecuencia con las que los autores han sido citados conjuntamente, así mismo se puede notar a los autores más influyentes en la red, las tendencias de colaboración, se identifican los patrones de colaboración internacionales, interdisciplinarios o dentro de instituciones específicas. Dentro de los trabajos de colaboración se encontraron los siguientes: "Impact of the first year of the "This Girl Can" physical activity and sport mass media campaign in Australia" (Bauman et al., 2023); Re-assessing the social climate of physical (in)activity in Canada (Fagan et al., 2023); Neighborhood environment and quality of life among community-living older adults in Nigeria: The moderating effect of physical activity (Oyeyemi et al., 2023) Figura 8. Medición de publicaciones a través de índices de mayor citación a nivel mundial La figura 8, presenta documentos individuales, y están distribuidos horizontalmente de acuerdo con el número de citas recibidas. El documento encontrado con mayor índice de citas y referencias, se encuentra el de "TROIANO RP, 2008, MED SCI SPORTS EXERC" con un número de 5718 citas. ...

Neighborhood environment and quality of life among community-living older adults in Nigeria: The moderating effect of physical activity

Preventive Medicine Reports

... O acesso à saúde é um dos aspectos fundamentais para promover o bem-estar e a qualidade de vida das pessoas idosas, sobretudo das pessoas em situação de pobreza e extrema pobreza, o que implica a participação ativa do idoso na sociedade, a manutenção de relações interpessoais saudáveis, a integração comunitária e o senso de pertencimento [38][39][40][41] . Para as pessoas idosas, é essencial fomentar o desenvolvimento social e o apoio comunitário, promover ambientes comunitários inclusivos e acessíveis que facilitem a participação e a interação social, a fim de manter uma boa saúde mental 38,42,24,43 . Nesta pesquisa, destacou-se a importância de receber uma atenção de qualidade nos hospitais de Puno, Peru, para as pessoas idosas que participaram do estudo. ...

Neighborhood walkability, neighborhood social health, and self-selection among U.S. adults

Health & Place

... Recently, they provided a list of topics and their status regarding current knowledge. Among the non-well-studied topics, authors highlighted PA interventions during the pandemic, by the time their paper was published comprising 2.5% of the studies on PA and COVID-19 [15]. We identified 8,0% of intervention studies, aligning with Sallis et al.'s concern that investigations into the effects of PA on diverse populations and scenarios, as well as studies promoting PA in varied populations were scarce during this period [4,15]. ...

Public health research on physical activity and COVID-19: Progress and updated priorities

Journal of Sport and Health Science

... Estos se definen como aquellos que tienen una alta disponibilidad de productos no saludables como por ejemplo, alimentos ultra procesados o con sellos "altos en", abundantes locales comerciales de comida rápida y poco acceso a alimentos saludables o frescos. Por estas razones, se les reconoce como factores de riesgo de dietas insanas y como predisponentes para un alto riesgo de tener enfermedades crónicas no transmisibles [13,14]. ...

Use of the Nutrition Environment Measures Survey: A Systematic Review
  • Citing Article
  • March 2023

American Journal of Preventive Medicine

... Furthermore, exploring the integration of Play Streets with other community-based interventions could further enhance its impact on children's PA and health outcomes. Ultimately, higher quality informal play spaces close to home may help mitigate the decline in children's MVPA during middle childhood by promoting unstructured active play [78]. ...

Associations of home and neighborhood environments with children’s physical activity in the U.S.-based Neighborhood Impact on Kids (NIK) longitudinal cohort study

International Journal of Behavioral Nutrition and Physical Activity