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1.
Environ Int ; 178: 108095, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37487375

RESUMEN

The urban environment plays an important role for the mental health of residents. Researchers mainly focus on residential neighbourhoods as exposure context, leaving aside the effects of non-residential environments. In order to consider the daily experience of urban spaces, a people-based approach focused on mobility paths is needed. Applying this approach, (1) this study investigated whether individuals' momentary mental well-being is related to the exposure to micro-urban spaces along the daily mobility paths within the two previous hours; (2) it explored whether these associations differ when environmental exposures are defined considering all location points or only outdoor location points; and (3) it examined the associations between the types of activity and mobility and momentary depressive symptomatology. Using a geographically-explicit ecological momentary assessment approach (GEMA), momentary depressive symptomatology of 216 older adults living in the Ile-de-France region was assessed using smartphone surveys, while participants were tracked with a GPS receiver and an accelerometer for seven days. Exposure to multiple elements of the streetscape was computed within a street network buffer of 25 m of each GPS point over the two hours prior to the questionnaire. Mobility and activity type were documented from a GPS-based mobility survey. We estimated Bayesian generalized mixed effect models with random effects at the individual and day levels and took into account time autocorrelation. We also estimated fixed effects. A better momentary mental wellbeing was observed when residents performed leisure activities or were involved in active mobility and when they were exposed to walkable areas (pedestrian dedicated paths, open spaces, parks and green areas), water elements, and commerce, leisure and cultural attractors over the previous two hours. These relationships were stronger when exposures were defined based only on outdoor location points rather than all location points, and when we considered within-individual differences compared to between-individual differences.


Asunto(s)
Salud Mental , Humanos , Anciano , Teorema de Bayes , Encuestas y Cuestionarios , Francia
2.
Can J Aging ; 41(3): 348-362, 2022 Sep.
Artículo en Francés | MEDLINE | ID: mdl-35512791

RESUMEN

Le vieillissement démographique est un des défis majeurs du 21e siècle. Il pose directement la question du « vieillissement en santé ¼, un processus aidant les personnes âgées à rester en bonne santé et indépendantes le plus longtemps possible. L'influence des facteurs environnementaux sur ce processus peut varier selon les individus et leurs comportements. L'enchevêtrement de ces facteurs représente un défi autant théorique que méthodologique. Cet article a pour objectifs i) de quantifier les associations entre l'environnement physique et social du quartier des personnes âgées et leur vieillissement en santé et ii) d'examiner si leur activité physique et leur participation sociale jouent un rôle de médiation dans ces associations. Si certaines caractéristiques du quartier relatives à la réputation, l'accès aux services, et la cohésion sociale sont associées au vieillissement en santé, il existe un soutien limité à l'idée que les comportements tiennent un rôle d'intermédiaire dans cette relation.

3.
J Epidemiol Community Health ; 75(5): 477-483, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33148684

RESUMEN

BACKGROUND: Urban stress is mentioned as a plausible mechanism leading to chronic stress, which is a risk factor of depression. Yet, an accurate assessment of urban stressors in environmental epidemiology requires new methods. This article discusses methods for the sensor-based continuous assesment of geographic environments, stress and depressive symptoms in older age. We report protocols of the promoting mental well-being and healthy ageing in cities (MINDMAP) and Healthy Aging and Networks in Cities (HANC) studies nested in the RECORD Cohort as a background for a broad discussion about the theoretical foundation and monitoring tools of mobile sensing research in older age. Specifically, these studies allow one to compare how older people with and without depression perceive, navigate and use their environment; and how the built environments, networks of social contacts, and spatial mobility patterns influence the mental health of older people. METHODS: Our research protocol combines (1) Global Positioning System (GPS) and accelerometer tracking and a GPS-based mobility survey to assess participants' mobility patterns, activity patterns and environmental exposures; (2) proximity detection to assess whether household members are close to each other; (3) ecological momentary assessment to track momentary mood and stress and environmental perceptions; and (4) electrodermal activity for the tentative prediction of stress. Data will be compared within individuals (at different times) and between persons with and without depressive symptoms. CONCLUSION: The development of mobile sensing and survey technologies opens an avenue to improve understanding of the role of momentary stressors and resourcing features of residential and non-residential environments for older populations' mental health. However, validation, privacy and ethical aspects are important issues to consider.


Asunto(s)
Salud Mental , Medio Social , Anciano , Entorno Construido , Ciudades , Sistemas de Información Geográfica , Humanos
4.
Int J Health Geogr ; 19(1): 18, 2020 05 28.
Artículo en Inglés | MEDLINE | ID: mdl-32466794

RESUMEN

BACKGROUND: Social and physical characteristics of the daily visited neighborhoods have gained an extensive interest in analyzing socio-territorial inequalities in health and healthcare. The objective of the present paper is to estimate and discuss the role of individual and contextual factors on participation in preventive health-care activities (smear screening) in the Greater Paris area focusing on the characteristics of daily visited neighborhoods in terms of medical densities and social deprivation. METHODS: The study included 1817 women involved in the SIRS survey carried out in 2010. Participants could report three neighborhoods they regularly visit (residence, work/study, and the next most regularly visited). Two "cumulative exposure scores" have been computed from household income and medical densities (general practitioners and gynecologists) in these neighborhoods. Multilevel logistic regression models were used to measure association between late cervical screening (> 3 years) and characteristics of daily visited neighborhoods (residential, work or study, visit). RESULTS: One-quarter of the women reported that they had not had a smear test in the previous 3 years. Late smear test was found to be more frequent among younger and older women, among women being single, foreigners and among women having a low-level of education and a limited activity space. After adjustment on individual characteristics, a significant association between the cumulative exposure scores and the risk of a delayed smear test was found: women who were exposed to low social deprivation and to low medical densities in the neighborhoods they daily visit had a significantly higher risk of late cervical cancer screening than their counterparts. CONCLUSIONS: For a better understanding of social and territorial inequalities in healthcare, there is a need for considering multiple daily visited neighborhoods. Cumulative exposure scores may be an innovative approach for analyzing contextual effects of daily visited neighborhoods rather than focusing on the sole residential neighborhood.


Asunto(s)
Detección Precoz del Cáncer , Neoplasias del Cuello Uterino , Anciano , Femenino , Humanos , Análisis Multinivel , Paris/epidemiología , Características de la Residencia , Factores Socioeconómicos , Neoplasias del Cuello Uterino/diagnóstico , Neoplasias del Cuello Uterino/epidemiología
5.
Nicotine Tob Res ; 22(4): 512-521, 2020 04 17.
Artículo en Inglés | MEDLINE | ID: mdl-30418634

RESUMEN

INTRODUCTION: The presence of tobacco retailers in residential neighborhoods has been inversely associated with residents' likelihood of quitting smoking. Few studies have yet explored whether this association holds when accounting for tobacco retailers found in the multiple environments where people conduct their daily activities, that is, their activity space. METHODS: We analyzed cross-sectional data from 921 young adults (18- to 25-years old) participating in the Interdisciplinary Study of Inequalities in Smoking (Montreal, Canada). Respondents self-reported sociodemographic, smoking, and activity location data. Log-binomial regression was used to estimate prevalence ratios (PRs) for the association between smoking cessation and (1) the number of tobacco retailers (counts), and (2) the distance to the closest retailer (proximity) in participants' residential neighborhood and activity space. RESULTS: Smoking cessation was positively associated with low and intermediate tertile levels of tobacco retailer counts in both the residential neighborhood and activity space, and with the furthest distance level in the activity space [PR (95% CI) = 1.21 (1.02 to 1.43)]. CONCLUSIONS: Individuals encounter resources in the course of their regular daily activities that may hamper smoking cessation. This study highlights the relevance of considering the tobacco retail environment of both individuals' residential neighborhood and activity space to understand its association with smoking cessation. IMPLICATIONS: This article contributes to the literature on the association between the tobacco retail environment and smoking cessation in young adults by moving beyond the residential neighborhood to also assess individuals' access to tobacco retailers in the multiple areas where they regularly spend time, that is, their activity space. Findings suggest that lower numbers of tobacco retailers in both the residential neighborhood and activity space, and further distance to tobacco retailers in the activity space are associated with increased smoking cessation.


Asunto(s)
Comercio/métodos , Características de la Residencia/estadística & datos numéricos , Cese del Hábito de Fumar/estadística & datos numéricos , Fumar/epidemiología , Industria del Tabaco/métodos , Productos de Tabaco/estadística & datos numéricos , Adolescente , Adulto , Canadá/epidemiología , Comercio/estadística & datos numéricos , Estudios Transversales , Femenino , Humanos , Masculino , Industria del Tabaco/estadística & datos numéricos , Adulto Joven
6.
Soc Sci Med ; 245: 112702, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31835197

RESUMEN

Neighbourhood resources are often considered to be spatially accessible to people when they are located close to their place of residence, a perspective which overlooks individuals' unique lived experience of their neighbourhood and how they define it. Drawing on the relational approach to place and on Sen's capability approach, we explore spatial accessibility to health-related resources, and the social gradient therein, in light of people's place experiences. Using data from 1101 young adults from Montreal (Canada) who participated in the Interdisciplinary Study of Inequalities in Smoking (ISIS), we compare the social gradients in the presence of health-related resources located (i) within uniform areas (defined as circular buffers and road-network buffers) around participants' place of residence; and (ii) within participants' self-defined neighbourhoods. Social inequalities in accessibility to a diversity of health-related resources (grocery stores, fruit and vegetable stores, eating and drinking places, recreational sports centres, civic, social, and fraternal organizations, bike paths, parks, social services, libraries, dental offices, physician offices) were more pronounced in self-defined neighbourhoods than in uniform buffer areas. Neglecting the variability in people's place experiences may distort the assessment of social inequalities in accessibility, and ultimately, of neighbourhood effects on health inequalities.


Asunto(s)
Entorno Construido , Parques Recreativos , Características de la Residencia , Restaurantes , Factores Socioeconómicos , Adulto , Comercio , Femenino , Humanos , Masculino , Quebec , Adulto Joven
8.
Soc Sci Med ; 194: 177-181, 2017 12.
Artículo en Inglés | MEDLINE | ID: mdl-28965707

RESUMEN

The present paper aims to contribute to the debate about the temporal relationships between place and health. It explores the notion of 'daycourse of place' echoing the discussion which recently occurred in this journal about the 'lifecourse of place' (Andrews, 2017; Lekkas et al., 2017a, b). When highlighting the importance of time in shaping health within places, most of studies focus either on the trajectories of places over a matter of years or the daily trajectories of people in link with their activity space. However, daily trajectories of places remain a poor cousin in place and health literature. This paper is intended to overcome 'jetlag', which places suffer when they are labelled with frozen attributes over a 24-h period. It explores the values and feasibility of exploring daily trajectories of places to investigate place effects on health or to design area-based interventions for public health action. More than just a metaphor, the 'daycourse of place' appears to be an inspiring framework to elaborate the importance of daily temporal relationalities for research and action in place-based health inequalities.


Asunto(s)
Países en Desarrollo/clasificación , Salud Global , Disparidades en el Estado de Salud , Humanos
10.
Epidemiology ; 28(6): 789-797, 2017 11.
Artículo en Inglés | MEDLINE | ID: mdl-28767516

RESUMEN

BACKGROUND: Because of confounding from the urban/rural and socioeconomic organizations of territories and resulting correlation between residential and nonresidential exposures, classically estimated residential neighborhood-outcome associations capture nonresidential environment effects, overestimating residential intervention effects. Our study diagnosed and corrected this "residential" effect fallacy bias applicable to a large fraction of neighborhood and health studies. METHODS: Our empirical application investigated the effect that hypothetical interventions raising the residential number of services would have on the probability that a trip is walked. Using global positioning systems tracking and mobility surveys over 7 days (227 participants and 7440 trips), we employed a multilevel linear probability model to estimate the trip-level association between residential number of services and walking to derive a naïve intervention effect estimate and a corrected model accounting for numbers of services at the residence, trip origin, and trip destination to determine a corrected intervention effect estimate (true effect conditional on assumptions). RESULTS: There was a strong correlation in service densities between the residential neighborhood and nonresidential places. From the naïve model, hypothetical interventions raising the residential number of services to 200, 500, and 1000 were associated with an increase by 0.020, 0.055, and 0.109 of the probability of walking in the intervention groups. Corrected estimates were of 0.007, 0.019, and 0.039. Thus, naïve estimates were overestimated by multiplicative factors of 3.0, 2.9, and 2.8. CONCLUSIONS: Commonly estimated residential intervention-outcome associations substantially overestimate true effects. Our somewhat paradoxical conclusion is that to estimate residential effects, investigators critically need information on nonresidential places visited.


Asunto(s)
Enfermedad Coronaria/epidemiología , Características de la Residencia/estadística & datos numéricos , Caminata , Adulto , Anciano , Anciano de 80 o más Años , Factores de Confusión Epidemiológicos , Femenino , Francia/epidemiología , Sistemas de Información Geográfica , Vivienda , Humanos , Modelos Lineales , Masculino , Persona de Mediana Edad , Encuestas y Cuestionarios
11.
Int J Epidemiol ; 46(2): e4, 2017 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-25948662

RESUMEN

The Interdisciplinary Study of Inequalities in Smoking (ISIS) is a cohort study investigating the joint effects of residents' socio-demographic characteristics and neighbourhood attributes on the social distribution of smoking in a young adult population. Smoking is a behaviour with an increasingly steep social class gradient; smoking prevalence among young adults is no longer declining at the same rate as among the rest of the population, and there is evidence of growing place-based disparities in smoking. ISIS was established to examine these pressing concerns. The ISIS sample comprises non-institutionalized individuals aged 18-25 years, who are proficient in English and/or French and who had been living at their current address in Montréal, Canada, for at least 1 year at time of first contact. Two waves of data have been collected: baseline data were collected November 2011-September 2012 (n = 2093), and a second wave of data was collected January-June 2014 (n = 1457). Data were collected from respondents using a self-administered questionnaire, developed by the research team based on sociological theory, which includes questions concerning social, economic, cultural and biological capital, and activity space as well as smoking behaviour. Data are available upon request from [katherine.frohlich@umontreal.ca].


Asunto(s)
Fumar Cigarrillos/epidemiología , Disparidades en el Estado de Salud , Clase Social , Apoyo Social , Adolescente , Adulto , Distribución por Edad , Estudios de Cohortes , Femenino , Humanos , Estudios Interdisciplinarios , Masculino , Salud Mental , Quebec/epidemiología , Características de la Residencia , Distribución por Sexo , Encuestas y Cuestionarios , Adulto Joven
13.
BMC Geriatr ; 16: 96, 2016 May 05.
Artículo en Inglés | MEDLINE | ID: mdl-27151297

RESUMEN

BACKGROUND: Given the challenges of aging populations, calls have been issued for more sustainable urban re-development and implementation of local solutions to address global environmental and healthy aging issues. However, few studies have considered older adults' daily mobility to better understand how local built and social environments may contribute to healthy aging. Meanwhile, wearable sensors and interactive map-based applications offer novel means for gathering information on people's mobility, levels of physical activity, or social network structure. Combining such data with classical questionnaires on well-being, physical activity, perceived environments and qualitative assessment of experience of places opens new opportunities to assess the complex interplay between individuals and environments. In line with current gaps and novel analytical capabilities, this research proposes an international research agenda to collect and analyse detailed data on daily mobility, social networks and health outcomes among older adults using interactive web-based questionnaires and wearable sensors. METHODS/DESIGN: Our study resorts to a battery of innovative data collection methods including use of a novel multisensor device for collection of location and physical activity, interactive map-based questionnaires on regular destinations and social networks, and qualitative assessment of experience of places. This rich data will allow advanced quantitative and qualitative analyses in the aim to disentangle the complex people-environment interactions linking urban local contexts to healthy aging, with a focus on active living, social networks and participation, and well-being. DISCUSSION: This project will generate evidence about what characteristics of urban environments relate to active mobility, social participation, and well-being, three important dimensions of healthy aging. It also sets the basis for an international research agenda on built environment and healthy aging based on a shared and comprehensive data collection protocol.


Asunto(s)
Envejecimiento/psicología , Planificación Ambiental , Sistemas de Información Geográfica , Internacionalidad , Participación Social/psicología , Población Urbana , Adulto , Anciano , Estudios de Cohortes , Comprensión , Femenino , Sistemas de Información Geográfica/instrumentación , Humanos , Masculino , Medio Social , Encuestas y Cuestionarios
15.
Tob Control ; 25(4): 406-12, 2016 07.
Artículo en Inglés | MEDLINE | ID: mdl-26032269

RESUMEN

BACKGROUND: Despite a declining prevalence in many countries, smoking rates remain consistently high among young adults. Targeting contextual influences on smoking, such as the availability of tobacco retailers, is one promising avenue of intervention. Most studies have focused on residential or school neighbourhoods, without accounting for other settings where individuals spend time, that is, their activity space. We investigated the association between tobacco retailer availability in the residential neighbourhood and in the activity space, and smoking status. METHODS: Cross-sectional baseline data from 1994 young adults (aged 18-25) participating in the Interdisciplinary Study of Inequalities in Smoking (Montreal, Canada, 2011-2012) were analysed. Residential and activity locations served to derive two measures of tobacco retailer availability: counts within 500 m buffers and proximity to the nearest retailer. Prevalence ratios for the association between each tobacco retailer measure and smoking status were estimated using log-binomial regression. RESULTS: Participants encountering high numbers of tobacco retailers in their residential neighbourhood, and both medium and high retailer counts in their activity space, were more likely to smoke compared to those exposed to fewer retailers. While residential proximity was not associated with smoking, we found 36% and 42% higher smoking prevalence among participants conducting activities within medium and high proximity to tobacco retailers compared to those conducting activities further from such outlets. CONCLUSIONS: This study adds to the sparse literature on contextual correlates of smoking among young adults, and illustrates the added value of considering individuals' activity space in contextual studies of smoking.


Asunto(s)
Comercio/estadística & datos numéricos , Características de la Residencia , Fumar/epidemiología , Productos de Tabaco/economía , Adolescente , Adulto , Canadá/epidemiología , Estudios Transversales , Femenino , Humanos , Masculino , Prevalencia , Factores Socioeconómicos , Encuestas y Cuestionarios , Adulto Joven
16.
Int J Behav Nutr Phys Act ; 11(1): 20, 2014 Feb 21.
Artículo en Inglés | MEDLINE | ID: mdl-24555820

RESUMEN

BACKGROUND: Preliminary evidence suggests that recreational walking has different environmental determinants than utilitarian walking. However, previous studies are limited in their assessment of environmental exposures and recreational walking and in the applied modeling strategies. Accounting for individual sociodemographic profiles and weather over the walking assessment period, the study examined whether numerous street network-based neighborhood characteristics related to the sociodemographic, physical, service, social-interactional, and symbolic environments were associated with overall recreational walking and recreational walking in one's residential neighborhood and could explain their spatial distribution. METHODS: Based on the RECORD Cohort Study (Paris region, France, n=7105, 2007-2008 data), multilevel-spatial regression analyses were conducted to investigate environmental factors associated with recreational walking (evaluated by questionnaire at baseline). A risk score approach was applied to quantify the overall disparities in recreational walking that were predicted by the environmental determinants. RESULTS: Sixty-nine percent of the participants reported recreational walking over the past 7 days. Their mean reported recreational walking time was 3h 31mn. After individual-level adjustment, a higher neighborhood education, a higher density of destinations, green and open spaces of quality, and the absence of exposure to air traffic were associated with higher odds of recreational walking and/or a higher recreational walking time in one's residential neighborhood. As the overall disparities that were predicted by these environmental factors, the odds of reporting recreational walking and the odds of a higher recreational walking time in one's neighborhood were, respectively, 1.59 [95% confidence interval (CI): 1.56, 1.62] times and 1.81 (95% CI: 1.73, 1.87) times higher in the most vs. the least supportive environments (based on the quartiles). CONCLUSIONS: Providing green/open spaces of quality, building communities with services accessible from the residence, and addressing environmental nuisances such as those related to air traffic may foster recreational walking in one's environment.


Asunto(s)
Planificación Ambiental , Recreación , Características de la Residencia , Caminata/estadística & datos numéricos , Adulto , Anciano , Estudios Transversales , Femenino , Humanos , Masculino , Persona de Mediana Edad , Paris , Estudios Retrospectivos , Factores Socioeconómicos , Encuestas y Cuestionarios
19.
Int J Health Geogr ; 11: 54, 2012 Dec 26.
Artículo en Inglés | MEDLINE | ID: mdl-23268832

RESUMEN

BACKGROUND: When measuring neighbourhood effects on health, it is both incorrect to treat individuals as if they were static and tied to their residential neighbourhood and to consider neighbourhoods rigid places whose geographical scales can be delineated a priori. We propose here to investigate the effects of residential medical density on health-seeking behaviours, taking into account the mono/polycentric structure of individual activity space (i.e., the space within which people move in the course of their daily activities) and exploring various neighbourhood units based on administrative delineations and regular grids. METHODS: We used data collected in the SIRS cohort study, which was carried out over a 5-year period (2005-2010) among a representative population living in 50 census blocks in the Paris metropolitan area. In the 662 women who lived in the same census blocks during the follow-up period and who had reported a recent cervical screening at baseline, we studied the association between residential medical density and individual activity space and the incidence of delayed cervical screening (> 3 years) in multilevel logistic regression models after adjustment for potential confounders. RESULTS: Among the 662 women studied, there were 94 instances of delayed cervical screening in 2010 (14%). The women who indicated that their activity space was concentrated within their neighbourhood of residence were significantly more at risk for an incident delayed cervical screening. No significant association was found between residential medical density and the incidence of delayed cervical screening. However, we observed a significant interaction between individual activity space and residential medical density. Indeed, women living in neighbourhoods with a low medical density had a significantly higher risk of delayed screening, but only if they reported that their daily activities were centred within their neighbourhood of residence. Lastly, a sensitivity analysis exploring various neighbourhood spatial units revealed that the incidence of delayed screening was better modelled when residential medical densities were calculated from a 1400 × 1400 metre grid or from adjacent census blocks. CONCLUSION: This analysis underscores the view that people and neighbourhoods should be considered interacting entities. Using unsuitable neighbourhood units or neglecting the mono/polycentric structure of activity space would result in downplaying the importance of access to local health resources when addressing inequalities in health-seeking behaviours.


Asunto(s)
Servicios de Salud/provisión & distribución , Servicios de Salud/estadística & datos numéricos , Aceptación de la Atención de Salud , Adolescente , Adulto , Femenino , Mapeo Geográfico , Conductas Relacionadas con la Salud , Humanos , Persona de Mediana Edad , Paris , Estudios Prospectivos , Investigación Cualitativa , Neoplasias del Cuello Uterino/prevención & control , Frotis Vaginal/estadística & datos numéricos , Adulto Joven
20.
Prev Med ; 54(3-4): 259-65, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-22296836

RESUMEN

OBJECTIVES: To describe the individual characteristics associated with the absence of cervical smear (CCST); to investigate the role of residential neighbourhood, particularly practitioner density; and to explore changes in individual and contextual determinants after taking regular consulting in primary care for gynaecological health (RCGH) into account. DATA: 1843 adult women from the SIRS survey conducted in 2005 in the Paris metropolitan area. Multilevel logistic regressions analysed factors associated with never-screening. RESULTS: 10% of the women had never undergone CCST. Being single, less educated, of foreign origin, with no children, and without health insurance, having never worked, having never undergone a serious health problem and/or having nobody in their circle with cancer were associated with no CCST. Once adjusted on individual characteristics, living in a middle- (OR=1.95; IC=1.05-3.62) or in a lower-class neighbourhood (OR=2.31; IC=1.26-4.25) was associated with increased risks of never-screening, but neighbourhood physician density was not. Interactions were found between socioeconomic status and RCGH. Individual- and neighbourhood-level associations with CCST were different for women with or without an RCGH. CONCLUSION: This study analysed individual and contextual inequalities in CCST practice in the Paris metropolitan area. To benefit from an RCGH did not seem to reduce all the social inequalities in CCST practice.


Asunto(s)
Detección Precoz del Cáncer/estadística & datos numéricos , Disparidades en Atención de Salud/estadística & datos numéricos , Atención Primaria de Salud/estadística & datos numéricos , Neoplasias del Cuello Uterino/prevención & control , Adolescente , Adulto , Anciano , Distribución de Chi-Cuadrado , Escolaridad , Femenino , Encuestas de Atención de la Salud , Humanos , Modelos Logísticos , Estado Civil , Persona de Mediana Edad , Paris/epidemiología , Características de la Residencia/estadística & datos numéricos , Factores Socioeconómicos , Frotis Vaginal/estadística & datos numéricos , Adulto Joven
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