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Multilevel Modeling and Policy Development: Guidelines and Applications to Medical Travel.

ABSTRACT: Medical travel has expanded rapidly in recent years, resulting in new markets and increased access to medical care. Whereas several studies investigated the motives of individuals seeking healthcare abroad, the conventional analytical approach is limited by substantial caveats. Classical techniques as found in the literature cannot provide sufficient insight due to the nested nature of data generated. The application of adequate analytical techniques, specifically multilevel modeling, is scarce to non-existent in the context of medical travel. This study introduces the guidelines for application of multilevel techniques in public health research by presenting an application of multilevel modeling in analyzing the decision-making patterns of potential medical travelers. Benefits and potential limitations are discussed.

SUBMITTER: Garcia-Garzon E

PROVIDER: S-EPMC4877536 | biostudies-literature | 2016

REPOSITORIES: biostudies-literature

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Multilevel Modeling and Policy Development: Guidelines and Applications to Medical Travel.

Garcia-Garzon Eduardo E Zhukovsky Peter P Haller Elisa E Plakolm Sara S Fink David D Petrova Dafina D Mahalingam Vaishali V Menezes Igor G IG Ruggeri Kai K

Frontiers in psychology 20160524

Medical travel has expanded rapidly in recent years, resulting in new markets and increased access to medical care. Whereas several studies investigated the motives of individuals seeking healthcare abroad, the conventional analytical approach is limited by substantial caveats. Classical techniques as found in the literature cannot provide sufficient insight due to the nested nature of data generated. The application of adequate analytical techniques, specifically multilevel modeling, is scarce ...[more]

PMID: 27252672

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Project description:BackgroundDespite having access to medically necessary care available through publicly funded provincial health care systems, some Canadians travel for treatment provided at international medical facilities as well as for-profit clinics found in several Canadian provinces. Canadians travel abroad for orthopaedic surgery, bariatric surgery, ophthalmologic surgery, stem cell injections, "Liberation therapy" for multiple sclerosis, and additional interventions. Both responding to public interest in medical travel and playing an important part in promoting the notion of a global marketplace for health services, many Canadian companies market medical travel.MethodsResearch began with the goal of locating all medical tourism companies based in Canada. Various strategies were used to find such businesses. During the search process it became apparent that many Canadian business promoting medical travel are not medical tourism companies. To the contrary, numerous types of businesses promote medical travel. Once businesses promoting medical travel were identified, content analysis was used to extract information from company websites. Company websites were analyzed to establish: 1) where in Canada these businesses are located; 2) the destination countries and health care facilities that they market; 3) the medical procedures they promote; 4) core marketing messages; and 5) whether businesses market air travel, hotel accommodations, and holiday tours in addition to medical procedures.ResultsSearches conducted from 2006 to 2011 resulted in identification of thirty-five Canadian businesses currently marketing various kinds of medical travel. The research project began with what seemed to be the straightforward goal of establishing how many medical tourism companies are based in Canada. Refinement of categories resulted in the identification of eighteen businesses fitting the category of what most researchers would identify as medical tourism companies. Seven other businesses market regional, cross-border health services available in the United States and intranational travel to clinics in Canada. In contrast to medical tourism companies, they do not market holiday tours in addition to medical care. Two companies occupy a narrow market niche and promote testing for CCSVI and "Liberation therapy" for multiple sclerosis. Three additional companies offer bariatric surgery and cosmetic surgery at facilities in Mexico. Four businesses offer health insurance products intended to cover the cost of obtaining privately financed health care in the U.S. These businesses also help their clients arrange treatment beyond Canada's borders. Finally, one medical travel company based in Canada markets health services primarily to U.S. citizens.ConclusionsThis article uses content analysis of websites of Canadian companies marketing medical travel to provide insight into Canada's medical travel industry. The article reveals a complex marketplace with different types of companies taking distinct approaches to marketing medical travel.

Dataset Information

Multilevel Modeling and Policy Development: Guidelines and Applications to Medical Travel.

Publications

Multilevel Modeling and Policy Development: Guidelines and Applications to Medical Travel.

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