Implications of Medical Tourism

The effect of intercultural sensitivity and ethnocentrism on health tourism awareness level in nurses: Analysis with machine learning approach

PURPOSE

In this study, the effects of intercultural sensitivity and ethnocentrism on health tourism awareness levels in nurses were examined.

DESIGN AND METHODS

This quantitative cross-sectional study was conducted in Turkey between November 2022 and March 2023. Intercultural sensitivity scale, ethnocentrism scale, and health tourism awareness scale were used to collect the data. R programming language 4.1.3, G*Power 3.1 and SPSS-22 program were used in the analysis of the study.

RESULTS

This study was conducted with 386 nurses. Intercultural sensitivity has a positive and significant effect on health tourism awareness levels (β = 0.141; t(384) = 2.784, p = 0.006). Ethnocentrism has a positive and significant effect on health tourism awareness levels (β = 0.184; t(384) = 3.659, p = 0.001). Random Forest regression was found to be the best performing algorithm among the machine learning algorithms for predicting the Health Tourism Awareness variable. Looking at the contributions of the variables to the model, according to the SHAP value (Shapley Additive Explanations), it was seen that the most important variable that should be in the model to predict the health tourism awareness variable is the ethnocentrism variable.

CONCLUSION

It was determined that as the level of intercultural sensitivity and ethnocentrism of nurses increased, their awareness of health tourism increased. Longitudinal studies on health tourism awareness in nurses are recommended.

Attracting a geographically diverse patient base: who is willing to travel for hospital care?

Purpose

Medical tourism, characterized by patients leaving their home community to seek health-care services elsewhere, is on the rise globally. In New York state, approximately 5% of the 35,661,559 hospital visits in 2018 were non-residents. Although some are visiting New York for other reasons, and unintentionally wind up hospitalized – a percentage of this population come to New York intentionally to seek care. Understanding the make-up, needs and patterns of this population allows hospitals to tailor investments in marketing, technological resources and culturally responsive initiatives to prepare for broadening their patient population and remain competitive globally.

Design/methodology/approach

Using a rich all-hospital discharge data set, the authors identify patterns in diagnoses, treatment and hospital choice of patients who intentionally travel across borders for health care. The authors model the characteristics associated with “elective” admit patients with a multivariate logistic regression approach.

Findings

The authors find that among non-resident patients in New York, domestic travelers, those using insurance plans for payment and women are positively associated with seeking elective inpatient care across border. There are clear patterns of type of treatment that is more likely to be sought, with care for musculoskeletal concerns accounting for more than one-third of all non-resident elective admissions. Proximity also matters, both in terms of patients being more likely to live in a travel zone adjacent to the state, as well as being more likely to seek care from hospitals in counties closest to the borders.

Originality/value

To the best of the authors’ knowledge, this is the first study, using a large set of claims data, that is able to empirically differentiate between patients who travel to NY for the primary purpose of obtaining health care versus those who emergently must access care while traveling for other reasons. This approach can inform future studies seeking to better understand patient migration patterns and strategic educational and marketing initiatives to motivate consumers to cross borders to seek care.

International stem cell tourism: a critical literature review and evidence-based recommendations

Stem cell tourism is an emerging area of medical tourism activity. Frustrated by the slow translation of stem cell research into clinical practice, patients with debilitating conditions often seek therapeutic options that are not appropriately regulated. This review summarises recent developments in the field of stem cell tourism and provides clinicians with the information necessary to provide basic pretravel health advice to stem cell tourists. PubMed and Scopus databases were consulted for relevant publications, using combinations of the terms 'stem cell', 'tourism', 'regenerative medicine', 'international', 'travel medicine' and 'environmental health'. The leading countries in the international stem cell tourism market are the USA, China, India, Thailand and Mexico. As the majority of clinics offering stem cell therapies are based in low- and-middle-income countries, stem cell tourists place themselves at risk of receiving an unproven treatment, coupled with the risk of travel-related illnesses. These clinics do not generally provide even basic travel health information on their websites. In addition to often being ineffective, stem cell therapies are associated with complications such as infection, rejection and tumorigenesis. Physicians, researchers, regulatory bodies, advocacy groups and medical educators are encouraged to work together to improve patient and physician education and address current legislative deficiencies.

Vancomycin-Resistant Staphylococcus Aureus Infection Post-Liposuction in South Korea

As antibiotic resistance becomes a serious health issue, medical tourism is an accelerating factor. Several studies report antibiotic-resistant cases in Southeast Asia are increasing every year. We report the first case of a vancomycin-resistant Staphylococcus aureus (VRSA) infection in an Indonesian post-liposuction in South Korea. The patient is a 34-year-old Indonesian woman reporting concerns of fever and abdominal abscess post-liposuction. Culture results before antibiotic therapy were positive for VRSA. After the patient received one-time abscess drainage and initiated oral broad-spectrum antibiotics, the abscess clinically improved. To this date, the most common complication of infection post-liposuction in Indonesia is related to Mycobacterium as etiology. The pathogen transfer correlates to medical tourism, and this becomes a reminder for health care providers to be prepared to encounter problems tied to medical tourism.

Ranking of Sustainable Medical Tourism Destinations in Iran: An Integrated Approach Using Fuzzy SWARA-PROMETHEE

Today, medical tourism is one of the fastest growing sectors of the tourism industry around the world. Medical tourism can contribute to the sustainable development and economic dynamism of countries. Therefore, in this study, we prioritize the world’s leading countries in medical tourism for Iranians. First, five main criteria and 20 sub-criteria were selected, which are the reasons for choosing a country as a medical tourism destination. In this paper a combined fuzzy SWARA-PROMETHEE approach was used to prioritize tourism destinations. The acronym PROMETHEE stands for Preference Ranking Organization Method for Enrichment Evaluation method and represents an useful MCDA (Multi-Criteria Decision Analysis) tool. On the other hand, SWARA acronym means Step-wise Weight Assessment Ratio Analysis. The criteria were weighted using the fuzzy SWARA approach. In the following, using the PROMETHEE approach, we prioritized eight countries as tourism destinations, then we identified criteria related to sustainability of medical tourism destinations and prioritized medical tourism destinations using these criteria as the contributions of this paper. The weights obtained for criteria “Abilities of skilled staff,” “Applied medical equipment,” “Marketing capability,” “Type of service provided,” and “Application of information and communications technology” were 0.176, 0.232, 0.108, 0.395, and 0.089, respectively. The results show that medical tourism destination priorities for Iranians are India (Phi = 0.1396), Malaysia (Phi = 0.1128), Panama (Phi = 0.0976), Mexico (Phi = 0.0790), Singapore (Phi = 0.0096), Taiwan (Phi = −0.0442), Brazil (Phi = −0.1747), and Costa Rica (Phi = −0.2196), respectively. Negative Phi values indicate below average performance of those countries and positive Phi values indicate above average performance of those criteria. The results indicate that countries with negative Phi values should be strengthened relative to the improvement of some criteria.

Medical Tourism and Diabetes Care: Experience from a Tertiary Referral Center

OBJECTIVE

Medical tourism, a form of patient mobility across international borders to seek medical services, has gained significant momentum. We aimed to assess the outcomes of medical tourism consultations on chronic diseases, more specifically diabetes mellitus, amongst a cohort of international patients, originating from different healthcare systems, and referred to the United States for medical care.

METHODS

We identified international adults with established diabetes mellitus, referred globally from 6 countries to the United States between 2010 and 2016 for medical care, and were seen at the Cleveland Clinic Foundation (CCF). Group 1 included adults seen by an endocrinology provider during their CCF medical stay, whilst group 2 included those not seen by an endocrinology provider. To assess the impact of our consultations, changes in hemoglobin A1c (HbA1c) were assessed between visit(s).

RESULTS

Our study included 1,108 subjects (771 in group 1, 337 in group 2), with a mean age (± SD) of 61.3±12.7 years, 62% male, and a median medical stay of 136 days (interquartile range: 57, 660). Compared to group 2, group 1 had a higher baseline mean HbA1c (8.0 ± 1.8% [63.9 mmol/mol] vs. 7.1 ± 1.4% [54.1 mmol/mol]; P<.001). After 1 visit with endocrinology, there was a significant decrease in mean HbA1c from 8.44 ± 1.98% (68.3 mmol/mol) to 7.51 ± 1.57% (58.5 mmol/mol) (P<.001). Greatest reductions in mean HbA1c were -1.47% (95% CI: -2.21, -0.74) and -1.27% (95% CI: -1.89, -0.66) after 3 and 4 visits, respectively (P<.001).

CONCLUSION

Short-term diabetes mellitus consultations, in the context of medical tourism, are effective.

Promises and Hurdles of Medical Tourism Development in the Russian Federation

Background: Development of medical tourism improves access to healthcare in countries where the necessary medical procedures are not available or accessible to its citizens. In the country of destination, medical tourism stimulates economic development and raises the quality of healthcare provided. There are both microeconomic and macroeconomic factors affecting the development of medical tourism. Microeconomic factors relate to the receivers and providers of healthcare. Macroeconomic factors relate to the government policy being implemented to support the development of medical tourism. This study aims to identify factors affecting the development of medical tourism in Russia.

Methodology: An expert survey of 36 heads of medical organizations in Russia was conducted to assess the problems that impede the development of the medical care system to foreign patients in Russia, as well as propose possible solutions. The degree of covariation among experts was calculated using the Kendall concordance coefficient.

Results: The experts gave consistent evaluation to numerous sets of problems that impede the development and proposed concrete measures for the development of inbound medical tourism in Russia. These measures ranged from microeconomic to macroeconomic approaches and were directed toward a holistic and coordinated development of medical tourism within Russia.

Conclusion: Based on the results, Russia has several micro- and macroeconomic competitive advantages and disadvantages in facilitating medical tourism. The study yielded a set of measures for the development of inbound medical tourism and the promotion of the export of medical services in the Russian Federation, which can be extended to other countries or parties who are seeking to develop medical tourism.