RESUMO
Mobile health (mHealth) technologies are contributing to the increasing relevance of control engineering principles in understanding and improving health behaviors, such as physical activity. Social Cognitive Theory (SCT), one of the most influential theories of health behavior, has been used as the conceptual basis for behavioral interventions for smoking cessation, weight management, and other health-related outcomes. This paper presents a control-oriented dynamical systems model of SCT based on fluid analogies that can be used in system identification and control design problems relevant to the design and analysis of intensively adaptive interventions. Following model development, a series of simulation scenarios illustrating the basic workings of the model are presented. The model's usefulness is demonstrated in the solution of two important practical problems: 1) semiphysical model estimation from data gathered in a physical activity intervention (the MILES study) and 2) as a means for discerning the range of "ambitious but doable" daily step goals in a closed-loop behavioral intervention aimed at sedentary adults. The model is the basis for ongoing experimental validation efforts, and should encourage additional research in applying control engineering technologies to the social and behavioral sciences.
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RATIONALE: Residents of neighbourhoods with high destination accessibility (higher population density, more-interconnected streets, and better access to services, public transport and parks) are more physically active. Evidence on the factors that underlie these associations is sparse and inconsistent. OBJECTIVE: We examined (1) five socio-demographic and four non-destination perceived neighbourhood attributes as moderators of the relationship between objectively-assessed destination accessibility and moderate-to-vigorous physical activity (MVPA); (2) perceived indicators of destination accessibility as mediators of those relationships; and, (3) the generalizability of findings across 14 cities. METHODS: Data were from the International Physical Activity and Environment Network (IPEN) Adult study (Nâ¯=â¯6822), which provided comparable objective and perceived environmental variables and accelerometer-based MVPA from 14 cities across 10 countries. Mediation and mediation moderation analyses were performed. RESULTS: Objective net residential density, public transport density, and number of parks in the neighbourhood were consistently associated with MVPA across all examined socio-demographic groups and non-destination perceived neighbourhood characteristics. However, only the association between number of parks and MVPA was mediated by its conceptually-comparable perceived indicator. While the associations of objective intersection density and land use mix with MVPA were moderated by both gender and perceived pedestrian infrastructure/safety, only the latter moderating effects were mediated by the conceptually-comparable perceived indicators. Perceived neighbourhood safety and/or aesthetics moderated the associations of objective ratio of retail/civic land to total area and distance to nearest transport stop with MVPA. These associations were not mediated by the conceptually-comparable perceived indicators. CONCLUSION: Densely populated neighbourhoods with access to public transport and parks have the potential to significantly and equitably contribute to adults' MVPA on a global scale. Perceived neighbourhood aesthetics, pedestrian-friendliness and safety can magnify the positive effects of mixed-use neighbourhoods on residents' MVPA by interacting with the perceived ease of access to a variety of destinations.
Assuntos
Exercício Físico/psicologia , Acessibilidade aos Serviços de Saúde/normas , Características de Residência/classificação , Adulto , Idoso , Bélgica , Brasil , China , Colômbia , Estudos Transversais , República Tcheca , Dinamarca , Planejamento Ambiental , Estudos Epidemiológicos , Feminino , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Humanos , Masculino , México , Pessoa de Meia-Idade , Nova Zelândia , Parques Recreativos/normas , Parques Recreativos/estatística & dados numéricos , Percepção , Meios de Transporte/normas , Meios de Transporte/estatística & dados numéricos , Reino Unido , Estados UnidosRESUMO
BACKGROUND: Advancements in geographic information systems over the past two decades have increased the specificity by which an individual's neighborhood environment may be spatially defined for physical activity and health research. This study investigated how different types of street network buffering methods compared in measuring a set of commonly used built environment measures (BEMs) and tested their performance on associations with physical activity outcomes. METHODS: An internationally-developed set of objective BEMs using three different spatial buffering techniques were used to evaluate the relative differences in resulting explanatory power on self-reported physical activity outcomes. BEMs were developed in five countries using 'sausage,' 'detailed-trimmed,' and 'detailed,' network buffers at a distance of 1 km around participant household addresses (n = 5883). RESULTS: BEM values were significantly different (p < 0.05) for 96% of sausage versus detailed-trimmed buffer comparisons and 89% of sausage versus detailed network buffer comparisons. Results showed that BEM coefficients in physical activity models did not differ significantly across buffering methods, and in most cases BEM associations with physical activity outcomes had the same level of statistical significance across buffer types. However, BEM coefficients differed in significance for 9% of the sausage versus detailed models, which may warrant further investigation. CONCLUSIONS: Results of this study inform the selection of spatial buffering methods to estimate physical activity outcomes using an internationally consistent set of BEMs. Using three different network-based buffering methods, the findings indicate significant variation among BEM values, however associations with physical activity outcomes were similar across each buffering technique. The study advances knowledge by presenting consistently assessed relationships between three different network buffer types and utilitarian travel, sedentary behavior, and leisure-oriented physical activity outcomes.
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Planejamento Ambiental , Exercício Físico , Sistemas de Informação Geográfica , Internacionalidade , Características de Residência , Brasil/epidemiologia , Estudos Transversais , Dinamarca/epidemiologia , Exercício Físico/fisiologia , Comportamentos Relacionados com a Saúde/fisiologia , Humanos , Nova Zelândia/epidemiologia , Meios de Transporte/métodos , Reino Unido/epidemiologia , Estados Unidos/epidemiologia , Caminhada/fisiologiaRESUMO
INTRODUCTION: The California antitobacco culture may have influenced home smoking bans in Mexico. Based on the Behavioral Ecological Model, exposure to socially reinforcing contingencies or criticism may explain adoption of home smoking bans in Tijuana, Mexico, approximating rates relative to San Diego, California, and higher than those in Guadalajara, Mexico. METHODS: A representative cross-sectional population survey of Latinos (N = 1,901) was conducted in San Diego, Tijuana, and Guadalajara between June 2003 and September 2004. Cities were selected to represent high-, medium-, and low-level exposure to antitobacco social contingencies of reinforcement in a quasiexperimental analysis of possible cultural influences across borders. RESULTS: Complete home smoking ban prevalence was 91% in San Diego, 66% in Tijuana, and 38% in Guadalajara (p < .001). Sample cluster-adjusted logistic regression showed significantly lower odds of complete home smoking bans in Guadalajara (odds ratio [OR] = .048) and in Tijuana (OR = .138) compared to San Diego after control for demographics. Odds of complete home smoking bans in both Guadalajara and Tijuana in comparison with San Diego were weakened when mediators for bans were controlled in predictive models. Direction of association was consistent with theory. When theoretical mediators were explored as possible moderators, weak and nonsignificant associations were obtained for all interaction terms. Bootstrap analyses demonstrated that our multivariable logistic regression results were reliable. CONCLUSIONS: Results suggest that California antismoking social contingencies mediate complete home smoking bans in all 3 cities and may account for the greater effects in Tijuana contrasted with Guadalajara.
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Política Antifumo , Fumar/epidemiologia , Controle Social Formal , Poluição por Fumaça de Tabaco/legislação & jurisprudência , Adulto , California/epidemiologia , Análise por Conglomerados , Estudos Transversais , Difusão de Inovações , Exposição Ambiental , Feminino , Humanos , Modelos Logísticos , Masculino , México/epidemiologia , Modelos Teóricos , Fumar/psicologia , Controle Social Formal/métodos , Fatores Socioeconômicos , Poluição por Fumaça de Tabaco/prevenção & controleRESUMO
We examined the association between exposure to the California Tobacco Control Program and tobacco-related behaviors and perceptions among adults of Mexican descent. Three cross-sectional population-based surveys were conducted among adults in cities that represent full, partial, and no exposure to the program: San Diego, Calif, Tijuana, Mexico, and Guadalajara, Mexico, respectively. After we controlled for socioeconomic differences, we found significantly different rates of smoking, exposure to environmental tobacco smoke, and smoking bans in the 3 cities. We also observed a parallel gradient of cross-city differences in theoretical mediators of tobacco control. This suggests a significant association among the California Tobacco Control Program, tobacco-control outcomes, and theoretical mediators of these outcomes. Similar programs should be implemented in other regions; they have widespread effects on social norms and behaviors related to smoking and environmental tobacco smoke and can help achieve tobacco control across nations.
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Exposição Ambiental , Política Pública , Fumar/etnologia , Fumar/legislação & jurisprudência , Poluição por Fumaça de Tabaco/legislação & jurisprudência , Adulto , California/epidemiologia , Cidades , Estudos Transversais , Coleta de Dados , Feminino , Humanos , Cooperação Internacional , Masculino , Americanos Mexicanos , México/epidemiologia , Pessoa de Meia-Idade , Fumar/epidemiologia , Poluição por Fumaça de Tabaco/análiseRESUMO
PURPOSE: This study examines the individual and environmental correlates of home smoking bans among a population-based sample of Mexican-Americans. Design. A telephone survey on tobacco use and home policies was conducted using stratified, random sampling of listed phone numbers. SETTING: Surveys were completed by telephone in San Diego, California. SUBJECTS: The sample consisted of San Diego adult residents of Mexican descent (N=1103). MEASURES: The interview included questions on home rules regarding smoking in the household and a number of potential correlates, based on the Behavioral Ecological Model (BEM). This model emphasizes the influence of family, social, and cultural factors on health behaviors. RESULTS: Overall, 90.6% of all respondents reported a ban on smoking in the home. Multivariate analyses indicated that home bans on smoking are more likely among individuals that do not smoke, live with children, are more acculturated to U.S. society, report greater aversion to ETS, and/or report more social pressure against indoor smoking. In contrast, smoking bans are less likely among Mexican Americans who live with smokers. CONCLUSIONS: Individual and environmental factors play a protective role by increasing the likelihood of smoking bans in the home of Mexican-descent individuals. These factors should be considered for the design of interventions to sustain and promote the adoption of smoking bans in the home among this and other populations.
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Habitação , Americanos Mexicanos , Poluição por Fumaça de Tabaco/prevenção & controle , Aculturação , Adulto , California , Estudos Transversais , Características da Família , Feminino , Promoção da Saúde/métodos , Humanos , Masculino , Fumar , Meio Social , Fatores SocioeconômicosRESUMO
OBJETIVO: Calcular la prevalencia del consumo de tabaco, de la exposición a humo ajeno o ambiental y de la existencia de medidas restrictivas contra el tabaquismo en el hogar y en el lugar de trabajo entre residentes de Tijuana, una de las ciudades más grandes de México. MÉTODOS: Esta encuesta domiciliaria transversal se llevó a cabo en Tijuana, Baja California, México, durante 2003 y 2004. Una muestra poblacional de 400 adultos residentes de Tijuana respondió a una encuesta sobre el tabaquismo y 397 de las encuestas se sometieron a análisis. RESULTADOS: Cerca de 22,9% (intervalo de confianza de 95% [IC95%]: 18,7% a 27,1%) de los adultos residentes de Tijuana declararon que fumaban en el momento de la encuesta y 53,9% (IC95%: 48,8% a 58,9%) declararon estar expuestos crónicamente a humo ajeno o ambiental. Alrededor de 44,4% (IC95%: 37,9% a 50,9%) de los adultos en Tijuana dijeron que había reglamentos contra el tabaquismo en su lugar de trabajo, mientras que en 65,8% (IC95%: 61,0% a 70,6%) de los hogares de Tijuana no se fumaba dentro del hogar. CONCLUSIONES: Los resultados subrayan la necesidad de incrementar las medidas para el control del tabaquismo, especialmente las orientadas a hacer cumplir los reglamentos existentes contra la contaminación ambiental por humo de tabaco, todo a fin de extender la protección contra dicha contaminación más allá de los entornos privados a los públicos y frenar la epidemia de tabaquismo en Tijuana y en otras partes de México.
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Adolescente , Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Fumar/epidemiologia , Fumar/prevenção & controle , Poluição por Fumaça de Tabaco , Local de Trabalho , Intervalos de Confiança , Estudos Transversais , Coleta de Dados , Exposição Ambiental/prevenção & controle , Política de Saúde , México , Exposição Ocupacional/prevenção & controle , Fumar/legislação & jurisprudência , Poluição por Fumaça de Tabaco/legislação & jurisprudênciaRESUMO
OBJECTIVE: To estimate the prevalence of tobacco use, exposure to secondhand smoke, and smoking restrictions in the home and workplace among residents of Tijuana, one of Mexico's largest cities. METHODS: This cross-sectional household survey was conducted in Tijuana, Baja California, Mexico, during 2003 and 2004. A population-based sample of 400 Tijuana adult residents responded to a tobacco survey, and 397 of the surveys were analyzed. RESULTS: About 22.9% (95% confidence interval (CI): 18.7%-27.1%) of Tijuana adults reported current smoking, and 53.9% (95% CI: 48.8%-58.9%) reported chronic exposure to secondhand smoke. Approximately 44.4% (95% CI: 37.9%-50.9%) of Tijuana adults had a nonsmoking policy in their workplace, while 65.8% (95% CI: 61.0%-70.6%) of Tijuana households were smoke-free. CONCLUSIONS: The results underline the need for increased tobacco control efforts, particularly stricter enforcement of existing passive smoking regulations, in order to expand protection from secondhand smoke from private settings to public ones and to curb the tobacco epidemic in Tijuana and elsewhere in Mexico.