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Global Health Policy and Access to Care: Investigating Patient Choice on an International Level Using Social Media

BACKGROUND: Increased access to transportation and information has led to the emergence of more diverse patient choice and new forms of health care consumption, such as medical travel. In order for health care providers to effectively attract patients, more knowledge is needed on the mechanisms unde...

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Autores principales: Zhukovsky, Peter, Ruggeri, Kai, Garcia-Garzon, Eduardo, Plakolm, Sara, Haller, Elisa, Petrova, Dafina, Mahalingam, Vaishali, Menezes, Igor G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4724725/
https://www.ncbi.nlm.nih.gov/pubmed/26835441
http://dx.doi.org/10.3389/fpubh.2015.00284
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author Zhukovsky, Peter
Ruggeri, Kai
Garcia-Garzon, Eduardo
Plakolm, Sara
Haller, Elisa
Petrova, Dafina
Mahalingam, Vaishali
Menezes, Igor G.
author_facet Zhukovsky, Peter
Ruggeri, Kai
Garcia-Garzon, Eduardo
Plakolm, Sara
Haller, Elisa
Petrova, Dafina
Mahalingam, Vaishali
Menezes, Igor G.
author_sort Zhukovsky, Peter
collection PubMed
description BACKGROUND: Increased access to transportation and information has led to the emergence of more diverse patient choice and new forms of health care consumption, such as medical travel. In order for health care providers to effectively attract patients, more knowledge is needed on the mechanisms underlying decision-making of potential travelers from different countries. A particularly promising method of studying the travelers’ motives is collecting data on social media. OBJECTIVES: The aim of this study was to test what factors influence decision-making of potential medical travelers and how these factors interact. Based on existing literature, the factors analyzed included quality, cost, and waiting time for 2 procedures varying in invasiveness across 12 different destination countries. METHODS: Decision-making patterns were examined using a pilot questionnaire that generated a large amount of data from over 800 participants in 40 countries. Participants indicated their willingness to travel given different scenarios. Each scenario consisted of a combination of several factors. Additionally, participants were asked to indicate the reasons for their choice. RESULTS: Individuals display high willingness to travel for medical care when combining all participants and scenarios, travel for care was chosen 66.9% of the time. Among the factors influencing their decisions, quality of the medical procedure abroad was considered most important, and cost was least important as shown by chi-square tests and corresponding odds ratios. Log-linear analyses revealed an interaction between time waiting in the local health care system and type of procedure, whereby time pressure increased the odds of agreeing to travel for the more invasive procedure. The odds of traveling to Europe and the USA were by far the highest, although participants indicated that under certain conditions they might be willing to travel to other medical destinations, such as Asia. CONCLUSION: Our measurements yielded several reliable insights into the factors driving medical decision-making. An essential next step would be to expand these findings with a more encompassing sample and more elaborate statistical modeling.
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spelling pubmed-47247252016-01-31 Global Health Policy and Access to Care: Investigating Patient Choice on an International Level Using Social Media Zhukovsky, Peter Ruggeri, Kai Garcia-Garzon, Eduardo Plakolm, Sara Haller, Elisa Petrova, Dafina Mahalingam, Vaishali Menezes, Igor G. Front Public Health Public Health BACKGROUND: Increased access to transportation and information has led to the emergence of more diverse patient choice and new forms of health care consumption, such as medical travel. In order for health care providers to effectively attract patients, more knowledge is needed on the mechanisms underlying decision-making of potential travelers from different countries. A particularly promising method of studying the travelers’ motives is collecting data on social media. OBJECTIVES: The aim of this study was to test what factors influence decision-making of potential medical travelers and how these factors interact. Based on existing literature, the factors analyzed included quality, cost, and waiting time for 2 procedures varying in invasiveness across 12 different destination countries. METHODS: Decision-making patterns were examined using a pilot questionnaire that generated a large amount of data from over 800 participants in 40 countries. Participants indicated their willingness to travel given different scenarios. Each scenario consisted of a combination of several factors. Additionally, participants were asked to indicate the reasons for their choice. RESULTS: Individuals display high willingness to travel for medical care when combining all participants and scenarios, travel for care was chosen 66.9% of the time. Among the factors influencing their decisions, quality of the medical procedure abroad was considered most important, and cost was least important as shown by chi-square tests and corresponding odds ratios. Log-linear analyses revealed an interaction between time waiting in the local health care system and type of procedure, whereby time pressure increased the odds of agreeing to travel for the more invasive procedure. The odds of traveling to Europe and the USA were by far the highest, although participants indicated that under certain conditions they might be willing to travel to other medical destinations, such as Asia. CONCLUSION: Our measurements yielded several reliable insights into the factors driving medical decision-making. An essential next step would be to expand these findings with a more encompassing sample and more elaborate statistical modeling. Frontiers Media S.A. 2016-01-25 /pmc/articles/PMC4724725/ /pubmed/26835441 http://dx.doi.org/10.3389/fpubh.2015.00284 Text en Copyright © 2016 Zhukovsky, Ruggeri, Garcia-Garzon, Plakolm, Haller, Petrova, Mahalingam and Menezes. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Public Health
Zhukovsky, Peter
Ruggeri, Kai
Garcia-Garzon, Eduardo
Plakolm, Sara
Haller, Elisa
Petrova, Dafina
Mahalingam, Vaishali
Menezes, Igor G.
Global Health Policy and Access to Care: Investigating Patient Choice on an International Level Using Social Media
title Global Health Policy and Access to Care: Investigating Patient Choice on an International Level Using Social Media
title_full Global Health Policy and Access to Care: Investigating Patient Choice on an International Level Using Social Media
title_fullStr Global Health Policy and Access to Care: Investigating Patient Choice on an International Level Using Social Media
title_full_unstemmed Global Health Policy and Access to Care: Investigating Patient Choice on an International Level Using Social Media
title_short Global Health Policy and Access to Care: Investigating Patient Choice on an International Level Using Social Media
title_sort global health policy and access to care: investigating patient choice on an international level using social media
topic Public Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4724725/
https://www.ncbi.nlm.nih.gov/pubmed/26835441
http://dx.doi.org/10.3389/fpubh.2015.00284
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