Past and Future Trends in Medical Spas: A Co-Word Analysis
Abstract
:1. Introduction
Health Tourism—Definition and Implications
2. Materials and Methods
3. Results
3.1. The Current Research State of the Papers That Analysed the Spa Industry (I)
3.2. The Analysis of the Most Visible Articles in the Spa Field (II)
3.3. The Main Research Interest of the Authors in the Spa Field (III)
3.4. Studies in Spa Field Connected to COVID-19 Research (IV)
4. Discussion
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Appendix A
Cluster | Category of Terms | Terms (Occurrence) |
---|---|---|
Cluster I | Destination | destination (48); Poland (33); Romania (27); Thailand (17); Slovakia (15); Spain (13); Cuba (11) |
Tourist Experience | experience (90); culture (34); relaxation (27); preference (25); food (23); pleasure (15); recreation (12); reliability (12) | |
Future issues | technology (30); growth (24); innovation (24); evolution (23); sustainable development (15); future (13) | |
Tourism industry | service (108); resource (95); tourist (82); satisfaction (78); spa tourism (66); sector(62); potential (54); customer (50); visitor (43); medical spa (38); service quality (36); hotel (35); context (33); concept (30); demand (30); knowledge (30); mineral (29); opportunity (29); spa industry (29); wellness (29); segment (28); spas (28); attention(26); way (24); client (22); loyalty (22); spa goer (22); spa hotel (21); spa service (21); health tourism (20); nature (20); spa company (20); tourism industry (20); natural resource (18); spa facility (17); creation (15); business model (14); wellness tourism (14); wellness tourist (13); hot spring resort (12) | |
Cluster II | Destination | area (169); region (95); city (54); site (45); Taiwan (42); Turkey (21); resident (19); Serbia (19); China (16); England (10) |
Medical aspects | measurement (52); performance (49); investigation (48); legionella (43); acanthamoeba (34); occurrence (31); efficiency (24); health benefit (19); naegleria (18); organism (17); human health (14); legionnaires disease (13); mbq l (12); human (11) | |
Risk | radon (55); metal (22); health risk (19); radon concertation (16); heavy metal (11); radium (10) | |
SPA issues | hot spring (208); temperature (102); source (81); spring (67); environment (66); water sample (51); species (42); spring water (40); activity concentration (37); child (31); water temperature (31); air (30); spa pool (25); groundwater (23); hot spring tourism (23); soil (19); water quality (19); drinking water (16); hot spring water (16); hot water (16); hot spring hotel (15); world health organization (12); borom (10); leaf water content (10); July (9); May (8) | |
Cluster III | Diseases related | patient (647); pain (181); improvement (111); function (82); measure (70); effectiveness (54); osteoarthritis (51); efficacy (49); knee osteoarthritis (34); significant improvement (31); duration (30); controlled trial (27); significant difference (26); disability (23); beneficial effect (22); fibromyalgia (20); fatigue (19); knee (19); psoriasis (18); pain intensity (15); chronic low back pain (14); rheumatoid arthritis (14); anxiety (13); positive effect (13); chronic shoulder pain (12); copd (11); significant decrease (11); elderly patient (10) |
Resources | bath (57); course (28); Dead Sea (15); | |
Spa tourism niche/method | balneotherapy (243); quality (207); spa therapy (163); therapy (137); exercise (52); participant (45); physician (29); climatotherapy (27); physical therapy (23); thermal therapy (23); inhalation (22); spa group (19); physical activity (18); treatment group (18); medical treatment (16); exercise therapy (14); massage (14); pt group (14); tap water (14); balneotherapy group (12); hydrotherapy (12); movement (12); motion (11) | |
Cluster IV | Destination | Iran (37); Australia (10) |
Healthcare | hospital (73); prevalence (36); health care (21); emergence (18); pcr (17); public health (15); antibiotic (14); health care worker (10) | |
Spa issues | mrsa (93); infection (62); distribution (43); bacterium (42); pathogen (40); resistance (32); staphylococcys aureus (29); detection (27); methicillin resistant staphylococcus aureus (23); mrsa strain (21); mlst (14); mssa (11) | |
Spa | type (124); spa type (90); characteristic (62); strain (59); spa typing (36); staff (26); personnel (24); skin (17); spa gene (17) | |
Cluster V | COVID-19 | covid (21); availability (13); meta-analysis (11) |
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The Objective of the Study | Output | Resource Used | |
---|---|---|---|
(i) | Describing the current research state of the articles from the spa research field. | Output: obtaining an overview of the main journals considering the publishing country/region, the number of the articles, the total number of citations and their rank after the impact factor (the quartile category). | Excel software based on WOS extraction; |
(ii) | Identifying the main articles in terms of visibility and citations in the spa field and the funding bodies’ interest in this field. | Output: the analyses of the most visible and influential articles in terms of citations in the WOS database. We also included here aspects as funding bodies, visibility on the Research Gate Platform, and the articles’ dynamic over the years. | Excel software based on WOS extraction; |
(iii) | Identifying the main research interest and the main clusters of terms used both in the title and in the abstract of the articles. | Output: clusters of items used in the metadata of the article (title and abstract). | WOSViewer; |
(iv) | Investigating whether there is a visible interest in connecting spa tourism with COVID-19 in the published papers. | Output: terms network related to COVID-19. | WOSViewer. |
Selection Data Phase | Output |
---|---|
Phase I Location: WOS database, in All Indexes Search type: Multiple searches after specific keywords in the document’s title Timespan: all (1997–31 March 2021) Language: English Document type: articles and proceedings | Total of papers resulted: 10188. |
Phase II New search filter included: the topic of the paper (tourism OR health OR medical) | Total of papers resulted: 627. |
Phase III Export step: The export selection was configured for WOS Viewer software (Windows version) and Excel format. | The 627 items resulted were split into two parts, according to the WOS Viewer specifications: one part that contains the records from 1 to 499 and one part containing the records from 500 to 627. The export selection included full record option. |
Phase IV Additional data for research: the development of the Thesaurus file for the study used to exclude and merge a part of the terms that are too general (e.g., tourism) or similar (e.g., SUA and The United States of America) | Thesaurus file designed for the study. |
Publisher Country/Region | Journal | No. of Articles | Year of Publication/No. of Articles | Q (Impact Factor) | |
---|---|---|---|---|---|
1 | USA | International Journal of Biometeorology | 24 | 2021/3; 2020/5; 2019/2; 2018/6; 2017/4; 2016/2; 2012/1; 2008/1 | Q2 |
2 | Poland | Acta Balneologica | 10 | 2019/1; 2018/1; 2017/4; 2015/4 | -(ESCI) |
3 | Romania | Balneo Research Journal | 10 | 2020/4; 2019/3; 2015/3 | -(ESCI) |
4 | Switzerland | Sustainability | 10 | 2021/2; 2020/5; 2019/3 | Q2, Q3 |
5 | USA | Asia Pacific Journal of Tourism Research | 7 | 2017/1; 2016/3; 2015/1; 2013/1; 2009/1 | Q3 |
6 | USA | Dermatologic Clinics | 7 | 2008/7 | Q1 |
7 | USA | Environmental Earth Sciences | 7 | 2020/1; 2019/3; 2015/3 | Q2, Q3 |
8 | USA | Journal of Clinical Microbiology | 7 | 2020/1; 2015/1; 2013/1; 2011/1; 2010/2; 2005/1 | Q1 |
9 | Germany | Rheumatology International | 7 | 2018/1; 2012/2; 2010/1; 2006/1; 2005/2 | Q3 |
10 | The Netherlands | Science of The Total Environment | 7 | 2020/2; 2019/1; 2016/2; 2012/1; 2010/1; 2005/1 | Q1 |
Main Author Affiliation | No. of Authors | Times Cited in WoS Core | Pub. Country/Region | Journal Title | Pub. Year | Research Areas | Research Gate Visibility (R/C/RI *) Reads/Citations/Research Interest | Ref | |
---|---|---|---|---|---|---|---|---|---|
1 | Taiwan | 1 | 206 | UK | Tourism Management | 2007 | Environmental Sciences and Ecology; Social Sciences–Other Topics; Business and Economics | R =2 82 C = 313 RI = 158.6 | [103] |
2 | Italy | 7 | 188 | UK | Polymer Degradation and Stability | 2015 | Polymer Science | R = 392 C = 175 RI = 92.4 | [104] |
3 | Hungary | 6 | 178 | USA | Rheumatology International | 2005 | Rheumatology | R = 3342 C = 261 RI = 153.9 | [105] |
4 | Australia | 5 | 170 | UK | Progress in Physical Geography-Earth and Environment | 2013 | Physical Geography; Geology | R = 4020 C = 263 RI = 190.6 | [106] |
5 | Poland | 9 | 128 | USA | Journal of Clinical Microbiology | 2005 | Microbiology | R = 182 C = 163 RI = 82.6 | [107] |
6 | France | 9 | 120 | UK | Annals of The Rheumatic Diseases | 2010 | Rheumatology | R = 199 C = 171 RI = 87.6 | [108] |
7 | UK | 3 | 104 | UK | International Journal of Tourism Research | 2009 | Social Sciences–Other Topics | R = 3104 C = 168 RI = 99.9 | [109] |
8 | Germany | 5 | 99 | UK | Rheumatology | 2000 | Rheumatology | R = 72 C = 135 RI = 68.5 | [110] |
9 | Australia | 5 | 98 | UK | Water Research | 2006 | Engineering; Environmental Sciences and Ecology; Water Resources | R = 587 C = 132 RI = 68.5 | [111] |
10 | The Netherlands | 7 | 89 | USA | Arthritis and Rheumatism-Arthritis Care and Research | 2002 | Rheumatology | R = 120 C = 153 RI = 76.9 | [112] |
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Aluculesei, A.-C.; Nistoreanu, P.; Avram, D.; Nistoreanu, B.G. Past and Future Trends in Medical Spas: A Co-Word Analysis. Sustainability 2021, 13, 9646. https://doi.org/10.3390/su13179646
Aluculesei A-C, Nistoreanu P, Avram D, Nistoreanu BG. Past and Future Trends in Medical Spas: A Co-Word Analysis. Sustainability. 2021; 13(17):9646. https://doi.org/10.3390/su13179646
Chicago/Turabian StyleAluculesei, Alina-Cerasela, Puiu Nistoreanu, Daniel Avram, and Bogdan Gabriel Nistoreanu. 2021. "Past and Future Trends in Medical Spas: A Co-Word Analysis" Sustainability 13, no. 17: 9646. https://doi.org/10.3390/su13179646
APA StyleAluculesei, A.-C., Nistoreanu, P., Avram, D., & Nistoreanu, B. G. (2021). Past and Future Trends in Medical Spas: A Co-Word Analysis. Sustainability, 13(17), 9646. https://doi.org/10.3390/su13179646