Bibliometric analysis and curriculum mapping of travel medicine research

Revealing Academic Evolution and Frontier Pattern in the Field of Uveitis Using Bibliometric Analysis, Natural Language Processing, and Machine Learning

PURPOSE

Numerous uveitis articles were published in this century, underneath which hides valuable intelligence. We aimed to characterize the evolution and patterns in this field.

METHODS

We divided the 15,994 uveitis papers into four consecutive time periods for bibliometric analysis, and applied latent Dirichlet allocation topic modeling and machine learning techniques to the latest period. .

RESULTS

The yearly publication pattern fitted the curve: 1.21335x2 - 4,848.95282x + 4,844,935.58876 (R2 = 0.98311). The USA, the most productive country/region, focused on topics like ankylosing spondylitis and biologic therapy, whereas China (mainland) focused on topics like OCT and Behcet disease. The logistic regression showed the highest accuracy (71.6%) in the test set.

CONCLUSION

In this century, a growing number of countries/regions/authors/journals are involved in the uveitis study, promoting the scientific output and thematic evolution. Our pioneering study uncovers the evolving academic trends and frontier patterns in this field using bibliometric analysis and AI algorithms.

Mapping knowledge structure and themes trends of non-surgical treatment in intervertebral disc degeneration

Background

Intervertebral disc degeneration (IDD) is a chronic disabling disease caused by degeneration of nucleus pulposus cells, decreased activity and the number of nucleus pulposus cells, decreased extracellular matrix, and infiltration of inflammatory factors, resulting in low back and leg pain. Recent studies have shown that non-surgical treatment is of great significance in reversing the progression of degenerative disc disease, and there are more relevant literature reports. However, there is no bibliometric analysis in this area. This study aimed to describe the knowledge structure and thematic trends of non-surgical treatment methods for IDD through bibliometrics.

Methods

Articles and reviews on non-surgical treatment of disc degeneration from 1998 to 2022 were collected on the Web of Science. VOSviewer 1.6.18, CiteSpace 6.1.R3, R package "bibliometrix" and two online analysis platforms were used for bibliometric and visual literature analysis.

Results

961 articles were screened for inclusion, including 821 articles and 140 reviews. The analysis of our study shows that publications in the non-surgical treatment of disc degeneration are increasing annually, with publications coming mainly from North America and Asia, with China and the United States dominating. Huazhong Univ Sci & Technol and Wang K are the most prolific institutions and authors, respectively, and Le Maitre CL is the most co-cited author. However, there is less collaboration between institutions in different countries. Spine is both the most published and the most cited journal. According to the co-citation and co-occurrence analysis results, "mesenchymal stem cells," "exosomes," "medication," and "tissue engineering" are the current research hotspots in this field.

Conclusions

This study employs bibliometric analysis to explore the knowledge structure and trends of non-surgical treatments for IDD from 2013 to 2022. Key research hotspots include mesenchymal stem cells, exosomes, medication, and tissue engineering. The number of publications, especially from China and the USA, has increased significantly, though international collaboration needs improvement. Influential contributors include Wang K and the journal Spine. These findings provide a comprehensive overview and highlight important future directions for the field.

Definition and classification of 'travellers' in research: a bibliometric analysis

Despite the growth in the volume of vulnerable travellers globally, there has been limited research attention, underscoring the need for more evidence as these individuals are susceptible to various travel-related health risks. Additionally, we observed inconsistencies in the definition of travellers and discrepancies in travel-related publications compared to the actual travel volume.

Journal author funding sources and conflict of interest disclosures in travel medicine

Highlight Failure to fully disclose conflicts of interest and funding sources in biomedical and clinical research erodes public confidence in the academic integrity of research publications. This study is the first of its kind to analyse the funding and conflict disclosures in a leading travel medicine journal.

Health-related research publications on religious mass gatherings of Muslims: a bibliometric analysis (1980-2020)

Objective

Mass gatherings medicine is an emerging and important field at the national and international health security levels. The objective of the current study was to analyze research publications on religious mass gatherings of Muslims using bibliometric tools.

Methods

Keywords related to religious mass gatherings of Muslims were used in Scopus database. The duration of the study was from January 01, 1980 to December 31, 2020. Examples of keywords used include hajj, Umrah, mass gatherings/Mecca or Makkah, mass gatherings/Karbala, pilgrim/Makkah or Mecca, and others. Bibliometric indicators and mapping were presented.

Results

In total, 509 documents were retrieved. The average number of citations per article was 16.7 per document. Analysis of the retrieved documents indicated that (1) more than 90% of the retrieved documents were about the mass gatherings in Mecca/Makkah; (2) two-thirds of the retrieved documents were research articles; (3) a take-off phase in the number of publications was observed after 2008; (4) the retrieved documents were disseminated in a wide range of journals but specifically the ones in the fields of infectious diseases, public health, and travel medicine; (5) the retrieved documents were mainly published by scholars from Saudi Arabia with collaborative research ties with scholars in the US, France, the UK, and Australia; (6) Saudi Arabia contributed to more than half of the retrieved documents; and (7) four research themes were found: knowledge, attitude, and practices of pilgrims to Mecca/Makkah, vaccination, etiology of hospital admission among pilgrims, and epidemiology of various types of infectious diseases.

Conclusions

Research on mass gatherings, specifically the Hajj, is emerging. Researchers from the Saudi Arabia dominated the field. Research collaboration between scholars in Saudi Arabia and scholars in low- and middle-income countries is needed and must be encouraged since these countries have weaker health systems to screen, monitor, and control the spread of infectious diseases because of the Hajj season.

Autism Spectrum Disorder (ASD) and the Family Inclusive Airport Design Experience

The literature on air travellers with psychiatric disorders is limited. This perspective article highlights various travel-related aspects of autism spectrum disorder (ASD). The airport experience can be stressful for families of children with autism spectrum disorder (FwASDs). The aim of this study was to explore the airport experience of FwASDs using the value co-creation process approach to assist airport managers in designing improved experiences for this specific passenger segment. This study responds to the current climate in which airports are developing awareness programmes in relation to children who require special assistance at airports. The prevalence of children with ASD is 1/68. While a number of airports throughout the world have adopted procedures addressing the needs of those with cognitive impairment, these advances are far from universal. As part of an academic-industry collaboration between Vueling airlines and the Spanish airport operator Aena, 25 FwASDs took part in an inclusive airport research project in the city of Barcelona from November 2015 to April 2016. Employing a qualitative methodology that incorporated focus groups, ethnographic techniques, and post-experience surveys, the study contributes to extending the body of knowledge on the management of the value co-creation process for challenging passenger segments within the airport context. The study explains how ensuring adequate resource allocation to this passenger segment can improve the family-inclusive design of the airport experience and offers managerial recommendations.

Travellers with type 1 diabetes: questionnaire development and descriptive analysis of knowledge and practices

BACKGROUND

Little is known about the awareness of travellers with diabetes about the health effects of international travel. This study aimed to design and validate a questionnaire to examine the travel health knowledge, attitudes and practices of people living with type 1 diabetes.

METHODS

A set of 74 items based on a conceptual framework analysis underwent revision and its content validity was established. Items were grouped into three domains. A development study was conducted to establish evidence regarding their factorial structure. A construct validation study was then conducted in which the retained items were tested in an independent sample using confirmatory factor analysis (CFA).

RESULTS

Four factors emerged from our development study and were labelled as pre-travel preparation-insect bites, pre-travel preparation-consultation, insulin and glycaemic control and travel risk behaviour. A CFA confirmed the factorial structure identified in the development study in an independent sample. Each factor loading had a significant (P < 0.001) loading of at least 0.4. The factor correlations ranged between 0.1 and 0.6, indicating good discriminant validity. The highest mean domain score in our sample of 268 participants related to insulin and glycaemic control (6.45), followed by travel risk behaviour (5.21) and pre-travel preparation (4.15).

CONCLUSIONS

This valid questionnaire for measuring the degree of preparedness of travellers with type 1 diabetes may prove a useful tool in studies involving travellers with type1 diabetes. Our results suggest that improvements are needed in relation to timely pre-travel consultation and screening for diabetic complications.

Sustainable Management of Digital Transformation in Higher Education: Global Research Trends

Digital transformation in the education sector has implied the involvement of sustainable management, in order to adapt to the changes imposed by new technologies. Trends in global research on this topic have been analyzed and studied, during the 1986–2019 period. To achieve this purpose, a bibliometric study of 1590 articles from the Scopus database has been applied. The results provided data on the scientific productivity of authors, journals, institutions, and countries that contribute to the development of this research area. The evidence reveals an exponential trend, with special interest in the last five years. The main categories are Social Sciences and Environmental Science. The most productive journal is Sustainability. The author with more articles is Mulder, from The Hague University of Applied Sciences. The most productive institution is Delft University of Technology. The USA is the country with the most academic publications and international collaborations in its studies. The main keywords used in the articles are “sustainability”, “sustainable development”, “higher education”, “innovation”, “technology”, “environmental technology”, “technological development”, and “environmental management”. Global research has followed a growing trend, with optimal publication levels in recent years.

Severe obesity as a barrier to international travel: a qualitative analysis

BACKGROUND

It is unknown whether obesity is a barrier to international travel. The purpose of this qualitative study was to describe the travel experiences of a cohort of severely obese individuals attending a hospital-based bariatric service, to identify their perceived barriers to travel and to generate recommendations that address the needs of severely obese individuals.

METHODS

Semi-structured interviews were conducted with severely obese patients attending a regional, structured, multidisciplinary lifestyle modification programme. Coding and thematic analysis of the transcripts were completed by three independent researchers. A thematic analysis was performed based on examination of the transcribed interviews. Demographic and clinical data such as gender, age and body mass index were also recorded.

RESULTS

Twelve patients (six males), with a mean age of 54 ± 5.98 years and a mean body mass index of 46.2 ± 8.2 kg/m2, agreed to semi-structured interviews (14-52-minute duration). The principal themes emerging from the interviews included obese air traveller embarrassment, physical discomfort on commercial flights, perceived weight bias, challenges in accessing hotel rooms, heat intolerance in warm climates, restricted leisure travel activities and medical co-morbidities. Most of the interviewees perceived a health benefit to travel but regarded obesity as a significant barrier to international travel.

CONCLUSION

These findings highlight the limitations experienced by obese travellers when engaging in international travel. Our results may inform the pre-travel health advice given to obese travellers. They might also serve to raise awareness among operators within the travel industry of the difficulties travellers with severe obesity face.

Bibliometric analysis of the literature on Ramadan fasting and diabetes in the past three decades (1989-2018)

OBJECTIVES

To quantify the research contribution related to Ramadan fasting and diabetes.

METHODS

We searched for the combination of "Ramadan" and Diabetes" in the title, abstract and keywords in the Scopus database between 1989 and 2018. Articles were analysed for standard bibliometric methodology and VOSviewer was used to construct bibliometric diagrams.

RESULTS

The total number of retrieved articles was 424 articles; 112 were "Open Access". Two-thirds of articles covered original research. Articles were published in medical journals of varying influence. UK-based authors and affiliated institutions were dominant. A single author has an evident dedication to Ramadan research whereas for many authors it Ramadan research was just one aspect of their academic interest. The number publications and the extent of international collaborations were lower than expected, given the world-wide practice of Ramadan fasting by many populations with an increased prevalence of diabetes. The need to share experiences and generalizable conclusions.

CONCLUSIONS

This is the first bibliometric study on diabetes in Ramadan. It is a good starting point to evaluate gaps in research activity in the field and should help identify future research directions and foster more collaboration.

Aesthetic journeys: a review of cosmetic surgery tourism

BACKGROUND

Medical tourism has witnessed significant growth in recent years. The emerging trend towards international travel for cosmetic surgical interventions has not previously been reviewed. The current review aims to critically address the scale and impact of cosmetic surgical tourism and to delineate the complication profile of this form of medical tourism.

METHODS

Articles published in the English language on the PubMed database that were relevant to surgical tourism and the complications of elective surgical procedures abroad were examined. Reference lists of articles identified were further scrutinized. The search terms used included combinations of 'surgery abroad', 'cosmetic surgery abroad', 'cosmetic surgery tourism', 'cosmetic surgery complications' and 'aesthetic tourism'.

RESULTS

This article critically reviews the epidemiology of cosmetic surgical tourism and its associated economic factors. Surgical complications of selected procedures, including perioperative complications, are described. The implications for travel medicine practice are considered and recommendations for further research are proposed.

CONCLUSION

This narrative literature review focuses on the issues affecting travellers who obtain cosmetic surgical treatment overseas. There is a lack of focus in the travel medicine literature on the non-surgery-related morbidity of this special group of travellers. Original research exploring the motivation and pre-travel preparation, including the psychological counselling, of cosmetic surgical tourists is indicated.

When travel is a challenge: Travel medicine and the 'dis-abled' traveller

Travellers with recognised disabilities or the dis-ability to function as required during a trip have been overlooked in the travel medicine literature. This paper provides a starting point for further discussion and research into this neglected traveller population. In contrast, tourism research has explored travel with a disability for some time in order to understand the travellers' needs and to improve services accordingly. The contemporary bio-psycho-social understanding of disability serves as the framework for exploring motivations to travel as well as barriers, such as inter and intrapersonal, economic, structural and attitudinal obstacles. The demands of complex travel planning are acknowledged. Attention is also drawn to the particular issue of acquired disability. The theoretical discussion is complemented by travellers' own accounts using as examples mobility impairment on aeroplanes, sensory impairments, and obesity. These insights should inform high quality travel health care starting with an exploration of the health professionals' own views on such endeavours. Important are appropriate communication skills, an understanding of the travellers'/carers' views, wishes and judgment of abilities, as well as the appreciation of the reason for the trip, destination and planned activities. Challenging may be the need to accept that the traveller/carer will be more knowledgeable about the disability, needs, potential problems and solutions than the health professional. Finally, medical requirements for destination and activity need to be combined with the medical requirements for the dis-abling condition. Scarce literature and increasing numbers of travellers with disabilities should make this field a research priority in travel medicine. Unless there is an absolute medical contraindication, travel health professionals should encourage and support travellers for whom travel is a challenge.

An analysis of international traveller deaths at the Cliffs of Moher in Ireland, 1993-2017

BACKGROUND

Traumatic deaths, and more particularly suicides, during international travel receive a disproportionately low level of attention in the travel medicine literature. We describe the demographic profile of international travellers whose death occurred at the Cliffs of Moher along the Atlantic seaboard in Ireland.

METHODS

Coroners' files for the 25 years between 1993 and 2017 were interrogated. All cases of death on or at the cliffs were examined, and demographic data were extracted, including date of death, gender, age, nationality, whether the victims were alone at the cliffs prior to their death, whether the fall was witnessed, prevailing weather conditions, post-mortem examinations, toxicology reports and inquest verdicts.

RESULTS

Overall, 66 deaths occurred on or at the base of the Cliffs of Moher during the period 1993 through August 2017. In total, 18 (27.3%) of the victims were international visitors to Ireland, including 11 males (61.1%). The mean age of travellers (n = 17) was 34.2 years. Victims were nationals of 12 different countries, with 13 being European nationals. Most deaths occurred in summer (n = 7) or spring (n = 6), with eight deaths (44%) reported at weekends. In total, 15 victims (83.3%) had walked along the cliff path alone. A jump or fall from the cliffs was witnessed in only two cases (11.1%). Post-mortem examinations revealed multiple traumatic injuries consistent with a fall from a height. Four cases had evidence of alcohol intoxication. Suicide or open verdicts were returned in 50% (n = 9) of the cases.

CONCLUSIONS

Travelling alone to the site, purchasing one-way tickets, or depositing belongings on the clifftop support the possibility of suicidal intent, while being intoxicated could be a co-factor in suicidal jumps or support the possibility of an accidental fall. This knowledge could help to identify travellers at the greatest risk of death at cliffs.

Protecting the health of medical students on international electives in low-resource settings

BACKGROUND

Increasingly, medical students from developed countries are undertaking international medical electives in developing countries. Medical students understand the many benefits of these electives, such as the opportunity to develop clinical skills, to gain insight into global health issues and to travel to interesting regions of the world. However, they may be much less aware of the risk to their health and wellbeing while abroad. Compounding this problem, medical students may not seek advice from travel medicine practitioners and often receive inadequate or no information from their medical school prior to departure.

METHODS

The PubMed database was searched for relevant literature relating to the health of medical elective students. Combinations of the following key words were used as search terms: 'international health elective', 'medical student' and 'health risks'. Articles were restricted to those published in English from 1997 through June 2017. A secondary review of the reference lists of these articles was performed. The grey literature was also searched for relevant material.

RESULTS

This narrative literature review outlines the risks of clinical electives in resource-poor settings which include exposure to infectious illness, trauma, sexual health problems, excessive sun exposure, mental health issues and crime. Medical students may mitigate these health risks by being informed and well prepared for high-risk situations. The authors provide evidence-based travel advice which aims to improve pre-travel preparation and maximize student traveller safety. A safer and more enjoyable elective may be achieved if students follow road safety advice, take personal safety measures, demonstrate cultural awareness, attend to their psychological wellbeing and avoid risk-taking behaviours.

CONCLUSION

This article may benefit global health educators, international elective coordinators and travel medicine practitioners. For students, a comprehensive elective checklist, an inventory of health kit items and useful web-based educational resources are provided to help prepare for electives abroad.