1.Factors affecting the development of medical tourism in fertility: an artificial neural network approach in Iran
Milad Shafii ; Roohollah Askari ; Farzan Madadizadeh ; Mohammad Zarezadeh ; Ali Mohamad Abdoli ; Sajjad Bahariniya
Medical Journal of Indonesia 2026;35(3):178-185
BACKGROUND :
Medical tourism for infertility care is expanding, but the relative contribution of health system and service factors to destination desirability remains uncertain. This study aimed to identify and rank the determinants of medical tourism for infertility care and predict “desirability” destination using an artificial neural network (ANN).
METHODS :
A cross-sectional study at the Research Institute for Reproductive Sciences, Yazd, Iran (study period 2021–2023). Consecutive consenting medical tourists completed the validated medical tourists attracting factors (MTAF-46) questionnaire consisting of 10 domains. The primary outcome was destination desirability. An ANN (feed-forward, supervised learning) was trained on a random split of the dataset and evaluated on held-out data. Performance was summarized by area under the receiver operating characteristic curve (AUC), accuracy, sensitivity, and specificity. Variable importance was used to characterize the type, direction, and relative strength of associations.
RESULTS :
A total of 430 respondents were analyzed. The evaluation set showed a strong discrimination (AUC: 95.2%) with overall accuracy 91.3%, sensitivity 57.1%, and specificity 98.1%. Higher scores across several domains were positively associated with desirability; the top contributors were: medical services, economic factors, advertising and marketing, administrative and financial services, and support services. Class proportions indicated that “desirable” cases were less frequent (11.0% in the evaluation set), and model performance favored specificity, consistent with conservative positive classification.
CONCLUSIONS
The development of infertility medical tourism in Yazd is mainly driven by the quality of core clinical services and economic factors. Effective marketing, transparency in administrative and financial processes, and efficient support services also enhance the destination’s attractiveness.
advertising
;
Iran
;
marketing
;
medical services
;
medical tourism
;
medical tourists
2.Hope, Happiness and Holidays: A Psychological Travel Prescription
Thomas Butler ; Thomas Butler ; David W Mahmood ; Gerard T Flaherty
International e-Journal of Science, Medicine and Education 2025;19(2):10-12
Hope, Happiness and Holidays: A Psychological Travel Prescription
Travel-psychology (PX)
;
Happiness.
3.A close contact of coronavirus disease 2019 with severe imported malaria: a case report.
S OUYANG ; Y ZHAI ; R FENG ; Y XIONG ; L YU ; C LIU
Chinese Journal of Schistosomiasis Control 2023;35(4):421-423
This article presents a severe cerebral malaria patient in shock with a close contact of COVID-19 that was successfully cured in a negative pressure ward during the global pandemic of COVID-19. The patient experienced a sudden onset of high fever and coma in a designated isolation hotel after returning from Africa, and was transferred to a designated hospital. Following antimalarial therapy, blood pressure elevation, increase of blood volume, bedside hemodialysis, mechanical ventilation, plasma and platelet transfusions, the case gradual recovered.
Humans
;
COVID-19
;
Malaria/drug therapy*
;
Antimalarials/therapeutic use*
;
Africa
;
Travel
4.Preventive strategy of economy class syndrome.
Xin Nong LIU ; Tong ZHANG ; Yu Long JIA
Chinese Journal of Preventive Medicine 2022;56(8):1150-1153
Economy class syndrome (ECS) refers to a series of symptoms, such as lower limb swelling, chest pain, dyspnea, and sudden death, that occur during or after a long-distance flight. Its essence is venous thromboembolism. ECS, as a preventable syndrome, is one of the causes of sudden death in long-distance travelers. Medical assistance to the African region is a very important diplomatic matter of China. It often takes medical workers more than 10 hours of long-distance flight to reach the recipient country. Therefore, it is essential to improve the understanding of ECS and corresponding prevention strategies among the long-distance traveling people including medical workers assisting Africa, which could guarantee their health and ensure the smooth implementation of the work of assisting Africa.
Africa
;
China
;
Death, Sudden
;
Humans
;
Syndrome
;
Travel
5.Global monkeypox outbreak 2022: First case series in Singapore.
Xuan Qi KOH ; Martin Tze Wei CHIO ; Mingjuan TAN ; Yee Sin LEO ; Roy Kum Wah CHAN
Annals of the Academy of Medicine, Singapore 2022;51(8):462-472
Monkeypox is a global health emergency. Prior to 2022, there were few reports of monkeypox outside of endemic countries, which were mostly travel-related. Since May 2022, an exponential increase in monkeypox infections in previously non-endemic countries has been reported. Unlike previous outbreaks of monkeypox, which were zoonotically transmitted and presented with generalised vesicular eruptions after prodromal symptoms, cases of the current outbreak feature significant travel and sexual history, and atypical localised genital eruptions with unpredictable onset relative to viral prodrome-like symptoms. We summarise the 15 Singapore cases reported to date as of August 2022, and highlight salient clinical clues that may aid physicians in narrowing the broad differential diagnosis of an acute vesicular genital eruption. Although research into vaccination and antiviral strategies is ongoing, monkeypox is currently conservatively managed. Clinical vigilance and a high index of suspicion are required to facilitate early detection and isolation of cases to contain transmission in Singapore.
Disease Outbreaks
;
Humans
;
Monkeypox/epidemiology*
;
Singapore/epidemiology*
;
Travel-Related Illness
7.Development and evaluation of a novel massive open online course in travel medicine for undergraduate healthcare students
Gerard Thomas Flaherty ; Lydia Sze Teng Lee ; Aida Lina Alias ; Hasnain Zafar Baloch ; Bryan Chang Wei Lim ; Kok Leong Tan ; Victor Lim ; Lokman Hakim Sulaiman
International e-Journal of Science, Medicine and Education 2020;14(2):5-25
Introduction:
Massive open online courses (MOOCs)
are designed to accommodate large numbers of
geographically dispersed learners. Few healthcare
students receive exposure in travel medicine. We aimed
as partner medical universities to develop a novel
introductory MOOC in travel medicine suitable for
undergraduate healthcare students, and to evaluate it
among a cohort of learners.
Methods:
A course development team, comprising
a senior travel medicine academic from National
University of Ireland Galway, local International
Medical University faculty and instructional/graphic
designers, was convened in November 2017. The
MOOC proposal was subsequently refined. Course
construction commenced in December 2017 and
involved communication between team members
based in Malaysia and Ireland. Lectures were recorded
in January-July 2018. Development of learning and
assessment material and the pilot phase were completed
in December 2019. Course evaluation was based on
the results of a questionnaire and qualitative free text
comments from users.
Results:
The MOOC is being delivered to a
multinational cohort on a rolling basis. It is organised
into five four-themed units: travel health risk assessment;
pre-travel health advice; tropical infectious diseases;
specialised travellers; and illness in returned travellers.
Pedagogical methods include short video lectures,
journal articles, a discussion forum, and self-assessment
quizzes. Learners have the option of completing an
online test to receive a certificate of achievement.
Participant evaluation from the first run of the MOOC
has revealed very high levels of satisfaction with content
and mode of delivery.
Conclusions
This is the first MOOC in travel
medicine and it may provide a model for development of
other collaborative international e-learning courses. It
will address a significant deficit in undergraduate health
professional education.
Travel Medicine
;
Global Health
;
Education, Medical
8.SCUBA Diving Fatality by Overweighted Belt: An Autopsy Case
Korean Journal of Legal Medicine 2019;43(4):164-166
Scuba diving is a popular sports activity, even though it is associated with potential hazards. When a diver enters the water for an underwater expedition, he/she needs a series of diving gear, including a regulator, buoyancy compensator, diving suit, and weight belt, among others. Here, the author encountered a fatal diving accident wherein autopsy showed the evidence of death by drowning. The witness stated that the diver requested more weight to descend into the water, and the diver wore one more weight belt, totalling 26 kg. After a second trial of diving, he did not grab the regulator and disappeared into the water suddenly, and bubbles did not appear at the surface. Based on the witness statement and autopsy findings, the original cause of accident was concluded as an overweighted belt for descent into the water.
Autopsy
;
Diving
;
Drowning
;
Expeditions
;
Overweight
;
Sports
;
Water
9.Determinants of Compliance of Travelers with Vaccination and Malaria Prophylaxis at a Travel Clinic
Hea Yoon KWON ; HyeJin LEE ; Jae Hyoung IM ; Shin Goo PARK ; Yeon Ji LEE ; Ji Hyeon BAEK ; Jin Soo LEE
Journal of Korean Medical Science 2019;34(33):e217-
BACKGROUND: Pre-travel medical consultation is essential to reduce health impairment during travel. Yellow fever vaccination (YFV) is mandatory to enter some endemic countries. In this study, we evaluated the factors that affect compliance with appropriate prevention of infectious diseases in travelers who visited clinic for YFV. METHODS: For this retrospective study, chart reviews for 658 patients who visited a travel clinic for YFV before travel were conducted. The period of this study was from January 2016 to September 2018. The associations between appropriate vaccination and factors such as travel duration, destination, time of visiting clinic before departure, and purpose of travel were analyzed. RESULTS: Among 658 patients who got YFV during the study period, 344 patients (52.3%) received additional vaccination or malaria prophylaxis following a physician's recommendation. Travelers who visited the clinic more than 21 days before departure were more compliant than those who visited 14 days or fewer before departure (odds ratio [OR], 1.90; 95% confidence interval [CI], 1.23–2.93; P = 0.004). Travelers visiting Africa were more compliant than were those traveling to South and Central America (OR, 1.97; 95% CI, 1.34–2.90; P = 0.001). Travelers in age groups of 40-49 years and over 70 years were less compliant than the 18–29 years old population (OR, 0.51; 95% CI, 0.28–0.93; P = 0.027 and OR, 0.19; 95% CI, 0.04–0.84; P = 0.03, respectively). Also, those who traveled for tour or to visit friends or relatives were more compliant than those who departed for business (OR, 0.77; 95% CI, 1.03–3.56; P = 0.04). CONCLUSION: For appropriate vaccination, pre-travel consultation at least 3 weeks before departure is crucial. Travelers should be aware of required vaccination and malaria prophylaxis before visiting South and Central America and Asia. Plans to enhance compliance of the elderly and business travelers should be contrived.
Africa
;
Aged
;
Asia
;
Central America
;
Commerce
;
Communicable Diseases
;
Compliance
;
Friends
;
Humans
;
Malaria
;
Patient Compliance
;
Retrospective Studies
;
Travel Medicine
;
Vaccination
;
Yellow Fever
;
Yellow Fever Vaccine
10.Vertical transmission of dengue virus in the Yogyakarta airport area.
Tri Baskoro Tunggul SATOTO ; Antok LISTYANTANTO ; Suzana Dewi AGUSTJAHJANI ; Hari Kusnanto JOSEF ; Barandi S WIDARTONO
Environmental Health and Preventive Medicine 2018;23(1):22-22
BACKGROUND:
International Health Regulations controls international travel including human movement, disease vector, and imported items to prevent the spread of dengue, especially in seaports, airports, and border crossing posts. This study aimed to determine dengue Transovarial Transmission Index (TTI) and distribution of dengue virus in the areas around Adisucipto Airport of Yogyakarta, Indonesia.
METHODS:
The study was a descriptive analytic study with cross sectional design, conducted by mapping the spread of the dengue virus and identifying TTI in Adisucipto Airport. A total of 145 ovitraps were installed in both perimeter and buffer areas of the airport. Positive Ovitrap Index (OI), TTI, and serotype of dengue virus were examined. The TTI was identified using immunocytochemistry immunoperoxidase streptavidin biotin complex (IISBC) method in mosquito head squash preparations.
RESULTS:
OI in the buffer area was 32 (45.1%), whereas OI in the perimeter area was 24 (32.4%). The TTI in the buffer and perimeter areas were 21 (18.3%) and 11 (18.9%), respectively. The TTI was found greater in the Aedes aegypti population compared to the Aedes albopictus population, both in the perimeter area (20% versus 16.7%) and the buffer area (20.3% versus 16.1%). Dengue virus serotype-2 (DENV-2) and dengue virus serotype-3 (DENV-3) were predominantly found in Ae. aegypti and Ae. albopictus.
CONCLUSIONS
Buffer areas of Adisucipto Airport of Yogyakarta have higher risk as breeding sites for Aedes spp., predominantly DENV-2 and DENV-3 serotypes. High OI shows that the areas are likely to have higher risk of developing dengue outbreak.
Aedes
;
virology
;
Air Travel
;
Airports
;
Animals
;
Cross-Sectional Studies
;
Dengue
;
transmission
;
virology
;
Dengue Virus
;
classification
;
isolation & purification
;
Female
;
Indonesia
;
Mosquito Vectors
;
virology
;
Ovum
;
virology
;
Serotyping


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