The spread of healthy behaviors in social networks through megatrend - a promising strategy for potentiating public health interventions

This work aims to design system for describing, analyzing and implementing physical activity (PA) interventions by using information and communication technologies from a complex systems perspective. In the first chapter, i present an observation of PA interventions as a system. In the second chapte...

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Autores:
Montes Jiménez, Felipe
Tipo de recurso:
Doctoral thesis
Fecha de publicación:
2014
Institución:
Universidad de los Andes
Repositorio:
Séneca: repositorio Uniandes
Idioma:
eng
OAI Identifier:
oai:repositorio.uniandes.edu.co:1992/7820
Acceso en línea:
http://hdl.handle.net/1992/7820
Palabra clave:
Cambio social - Investigaciones
Ejercicio - Innovaciones tecnológicas - Investigaciones
Redes sociales - Aplicaciones - Investigaciones
Tecnología de la información - Aplicaciones - Investigaciones
Ingeniería
Rights
openAccess
License
https://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdf
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oai_identifier_str oai:repositorio.uniandes.edu.co:1992/7820
network_acronym_str UNIANDES2
network_name_str Séneca: repositorio Uniandes
repository_id_str
dc.title.es_CO.fl_str_mv The spread of healthy behaviors in social networks through megatrend - a promising strategy for potentiating public health interventions
title The spread of healthy behaviors in social networks through megatrend - a promising strategy for potentiating public health interventions
spellingShingle The spread of healthy behaviors in social networks through megatrend - a promising strategy for potentiating public health interventions
Cambio social - Investigaciones
Ejercicio - Innovaciones tecnológicas - Investigaciones
Redes sociales - Aplicaciones - Investigaciones
Tecnología de la información - Aplicaciones - Investigaciones
Ingeniería
title_short The spread of healthy behaviors in social networks through megatrend - a promising strategy for potentiating public health interventions
title_full The spread of healthy behaviors in social networks through megatrend - a promising strategy for potentiating public health interventions
title_fullStr The spread of healthy behaviors in social networks through megatrend - a promising strategy for potentiating public health interventions
title_full_unstemmed The spread of healthy behaviors in social networks through megatrend - a promising strategy for potentiating public health interventions
title_sort The spread of healthy behaviors in social networks through megatrend - a promising strategy for potentiating public health interventions
dc.creator.fl_str_mv Montes Jiménez, Felipe
dc.contributor.advisor.none.fl_str_mv Sarmiento Dueñas, Olga Lucía
Valdivia Hepp, Juan Alejandro
Zarama Urdaneta, Roberto
dc.contributor.author.none.fl_str_mv Montes Jiménez, Felipe
dc.subject.keyword.es_CO.fl_str_mv Cambio social - Investigaciones
Ejercicio - Innovaciones tecnológicas - Investigaciones
Redes sociales - Aplicaciones - Investigaciones
Tecnología de la información - Aplicaciones - Investigaciones
topic Cambio social - Investigaciones
Ejercicio - Innovaciones tecnológicas - Investigaciones
Redes sociales - Aplicaciones - Investigaciones
Tecnología de la información - Aplicaciones - Investigaciones
Ingeniería
dc.subject.themes.none.fl_str_mv Ingeniería
description This work aims to design system for describing, analyzing and implementing physical activity (PA) interventions by using information and communication technologies from a complex systems perspective. In the first chapter, i present an observation of PA interventions as a system. In the second chapter, I group PA inteventions by categories and I provide a review of reviews of the reported effects around the globe. I conclude that the effect size of those interventions is, in most of the cases, low or moderate. In the third chapter I propose a model for measuring the potential effect of PA interventions through megatrends, specifically mobile phones and internet. I conclude that there is a potential effect for PA promotion through internet and mobile phones around the globe given that the internet and mobile phone access is high even if the countries income is low. Given the megatrends are behavioral changes observed in population which are driven by social relations, understanding the spread of behaviors through social relations can be crucial for improving the use of megatrends for the spread of healthy behaviors during PA intervention. The social network analysis provides a natural framework for modeling behavioral spreading processes, and allows exploring strategies for designing an intervention in order to transform a social system. For that reason in the fourth chapter I explore models for representing spreading processes in social networks where the spreading drivers are interactions or social pressure. Then I propose a stochastic variation of the deterministic threshold model for representing behavioral spreading processes that could simulate the expected adoption of a behavioral during the implementation of a community-based intervention
publishDate 2014
dc.date.issued.none.fl_str_mv 2014
dc.date.accessioned.none.fl_str_mv 2018-09-27T16:39:19Z
dc.date.available.none.fl_str_mv 2018-09-27T16:39:19Z
dc.type.spa.fl_str_mv Trabajo de grado - Doctorado
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identifier_str_mv u686868.pdf
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dc.format.extent.es_CO.fl_str_mv 99 hojas
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dc.publisher.es_CO.fl_str_mv Uniandes
dc.publisher.program.es_CO.fl_str_mv Doctorado en Ingeniería
dc.publisher.faculty.es_CO.fl_str_mv Facultad de Ingeniería
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spelling Al consultar y hacer uso de este recurso, está aceptando las condiciones de uso establecidas por los autores.https://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdfinfo:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Sarmiento Dueñas, Olga Lucía74bcee0e-7850-4c1a-a511-0cc733033c02400Valdivia Hepp, Juan Alejandroc0a3093b-99b6-409f-8cfd-f0f326756c63500Zarama Urdaneta, Robertovirtual::12199-1Montes Jiménez, Felipe93275002018-09-27T16:39:19Z2018-09-27T16:39:19Z2014http://hdl.handle.net/1992/7820u686868.pdfinstname:Universidad de los Andesreponame:Repositorio Institucional Sénecarepourl:https://repositorio.uniandes.edu.co/This work aims to design system for describing, analyzing and implementing physical activity (PA) interventions by using information and communication technologies from a complex systems perspective. In the first chapter, i present an observation of PA interventions as a system. In the second chapter, I group PA inteventions by categories and I provide a review of reviews of the reported effects around the globe. I conclude that the effect size of those interventions is, in most of the cases, low or moderate. In the third chapter I propose a model for measuring the potential effect of PA interventions through megatrends, specifically mobile phones and internet. I conclude that there is a potential effect for PA promotion through internet and mobile phones around the globe given that the internet and mobile phone access is high even if the countries income is low. Given the megatrends are behavioral changes observed in population which are driven by social relations, understanding the spread of behaviors through social relations can be crucial for improving the use of megatrends for the spread of healthy behaviors during PA intervention. The social network analysis provides a natural framework for modeling behavioral spreading processes, and allows exploring strategies for designing an intervention in order to transform a social system. For that reason in the fourth chapter I explore models for representing spreading processes in social networks where the spreading drivers are interactions or social pressure. Then I propose a stochastic variation of the deterministic threshold model for representing behavioral spreading processes that could simulate the expected adoption of a behavioral during the implementation of a community-based interventionA main challenge in the implementation of a public health intervention is the selection of the seed individuals for initializing the intervention. It is necessary to plan a sampling strategy in order to target the majority of the community and potentiate the effectiveness of the intervention at a low cost. For addressing that problem, in chapter five I compare different strategies for identifying seed spreaders in a social networks which are the key actors that have to be targeted for initializing the intervention. I propose two new strategies that are based on detecting key individuals in each of the communities detected in the network and I compare the spreading efficiency of those strategies with an intervention initialized in dividuals that are in center of core of the network. I discuss in which cases one strategy should be considered over the others, depending on the social network topology. Finally, I present a case study of a real field experiment for determining the effect of PA intevention through mobile phones that we developed whit the EpiAndes research group in three schools of Bogotá (Colombia)Doctor en IngenieríaDoctorado99 hojasapplication/pdfengUniandesDoctorado en IngenieríaFacultad de Ingenieríainstname:Universidad de los Andesreponame:Repositorio Institucional SénecaThe spread of healthy behaviors in social networks through megatrend - a promising strategy for potentiating public health interventionsTrabajo de grado - Doctoradoinfo:eu-repo/semantics/doctoralThesishttp://purl.org/coar/resource_type/c_db06http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/TDCambio social - InvestigacionesEjercicio - Innovaciones tecnológicas - InvestigacionesRedes sociales - Aplicaciones - InvestigacionesTecnología de la información - Aplicaciones - InvestigacionesIngenieríaPublication0000-0002-5018-9783virtual::12199-1https://scienti.minciencias.gov.co/cvlac/visualizador/generarCurriculoCv.do?cod_rh=0000509205virtual::12199-1fca6c299-7df5-4073-9323-2bd68548768fvirtual::12199-1fca6c299-7df5-4073-9323-2bd68548768fvirtual::12199-1TEXTu686868.pdf.txtu686868.pdf.txtExtracted texttext/plain133718https://repositorio.uniandes.edu.co/bitstreams/6f512466-d0e1-4be4-b8f5-6c4d15cd4c0d/downloadb7869a456d76a2609c662c1c5086e4a5MD54ORIGINALu686868.pdfapplication/pdf2790406https://repositorio.uniandes.edu.co/bitstreams/397cd4a3-7be9-43ea-834b-392f0a1c11e1/downloadccb0d9a0f678e6500b0f20fee88bf3ccMD51THUMBNAILu686868.pdf.jpgu686868.pdf.jpgIM Thumbnailimage/jpeg10481https://repositorio.uniandes.edu.co/bitstreams/bd129f31-17a9-4981-8519-7b3be807e61b/download3be0bb3d1821bfd1f818d76a31d19dbeMD551992/7820oai:repositorio.uniandes.edu.co:1992/78202024-03-13 14:37:38.015https://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdfopen.accesshttps://repositorio.uniandes.edu.coRepositorio institucional Sénecaadminrepositorio@uniandes.edu.co