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EDITOR'S SIGNALRotating editor's selection
Qualitative evidence for service design

Patients in South Ethiopia Know How to Manage Diabetes, but Drug Shortages and Costs Undercut Self-Care

This qualitative study examined diabetes self-care in three South Ethiopian hospital clinics. Its 21 participants comprised 12 adults with type 2 diabetes and nine healthcare providers. Patients described medication, diet, physical activity, foot care, and glucose monitoring as daily work negotiated against financial pressure, drug shortages, beliefs, food costs, limited support, and health-system constraints. Patients tended to foreground structural barriers, whereas providers placed more emphasis on knowledge and forgetting advice. Continued counselling, reliable medicines, and peer support emerged as priorities, but these are interview-derived design directions rather than tested interventions.

Temesgen Anjulo Ageru · Cua Ngoc Le · Apichai Wattanapisit · Charuai SuwanbamrungWalailak University · Prince of Songkla University
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IMPACT92/100
EDITORIAL DEEP DIVES

In-depth research analyses

Source-verified editorial analyses, ordered by latest publication date

1,027 analyses
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multidisciplinary72IMPACT SIGNAL

Ergonomic Risks for Ice Production Employees and Assessment of Their Occupational Health and Safety: A Case Study in Surat Thani, Thailand

Musculoskeletal disorders (MSDs) represent a critical global challenge to workforce productivity. In Thailand, these disorders are particularly prevalent in labor-intensive industries such as ice manufacturing, where workers face significant ergonomic hazards. Addressing this gap, the present study aimed to assess the occupational health, safety, and ergonomic risks facing workers in ice production facilities. This cross-sectional descriptive study investigated production workers who were employees in two of eight ice manufacturing plants in Surat Thani, Thailand, using the Rapid Entire Body Assessment (REBA) method. A structured occupational health and safety risk assessment questionnaire and the REBA evaluation form were used to collect data. All participants were male, averaging 30.4 (±8.5) years old. Regular pain areas included the upper/lower back, hips/thighs, shoulders, wrists, and ankles. Ergonomic assessments showed high overall risk due to heavy lifting, repetitive tasks, and cold environments. Based on REBA scores, 13.04% were in the very-high-risk group (score ≥ 11) and 65.22% in the high-risk group (score 8–10). Most production workers in ice plants faced high ergonomic risks, especially from postures affecting the upper and lower back. Training should be provided to promote awareness of risky postures and proper lifting techniques. Mechanical aids and back-support equipment are also recommended to help prevent musculoskeletal injuries.

Thai researchers
multidisciplinary72IMPACT SIGNAL

Organizational Career Growth, Employee Voice, and Work Engagement: A Multigroup Analysis of Hotel Managers and Staff

ABSTRACT This study examines how organizational career growth influences work engagement through employee voice and whether this process differs by job position. Drawing on the job demands–resources (JD‐R) model, social exchange theory, and self‐determination theory, this study applies partial least squares structural equation modeling (PLS‐SEM) and multigroup analysis to test the proposed model through an examination of survey data from 397 hotel employees in Thailand. The findings indicate that employee voice mediates the positive relationship between organizational career growth and work engagement. The effect of voice on engagement also differs between managerial and nonmanagerial employees. These results highlight the importance of fostering career growth opportunities and promoting voice systems to enhance engagement in the hospitality sector. Practical implications are provided for hotel HR departments, including strategies to design career development initiatives and strengthen communication mechanisms that address the distinct needs of managers and staff.

Thai researchers
fundamental-science72IMPACT SIGNAL

Azimuthal Directivity Evident in the Regional Amplitude and Duration of Ground Motions from the 2025 Mw 7.7 Mandalay Earthquake

Abstract The 28 March 2025 Mw 7.7 Mandalay earthquake produced long-period ground motions that propagated throughout mainland Southeast Asia. Although the supershear rupture along the Sagaing fault has been documented, its influence on regional shaking has not yet been quantified. Earlier work by Ornthammarath et al. (2025) focused mainly on long-period basin amplification in Bangkok. The present study expands the analysis to quantify amplitude and duration characteristics using 30 three-component strong-motion recordings from Myanmar and Thailand. We analyze amplitude and duration residuals relative to Next Generation Attenuation-West2 ground-motion and duration models. The results reveal a pronounced azimuthal pattern: stations located between 110 and 155 azimuth degrees from the rupture fault aligned with the Mach fronts of the southward-propagating supershear rupture exhibit large positive spectral acceleration residuals and strongly negative D5–95 duration residuals. In contrast, stations southwest and west of the rupture (e.g., Yangon and Nyaung U, respectively) show negative amplitude residuals and positive duration residuals. This bilateral contrast closely matches the expected Mach cone radiation pattern of a supershear rupture, demonstrating that regional ground motions (150–600 km) may retain the geometric imprint of the rupture-front speed. These findings suggest that supershear-related directional effects may persist beyond the near-fault region and contribute to far-field amplification patterns, with potential implications for incorporating rupture dynamics and a fault-to-site azimuth parameter into ground-motion models used in seismic hazard assessments of large strike-slip faults in similar tectonic environments.

Thai researchers
multidisciplinary72IMPACT SIGNAL

Comparative Study of Rhodium Recovery from Plating Solutions via Cementation, Chemical Precipitation and Electrowinning

Rhodium plating is currently in appreciable demand not only for automotive as in catalyst converter but also for jewelry industry due to its silvery-white appearance, allergy-friendly, durable, scratch and tarnish-resistant. In accordance with circular economy, to assure efficient reuse and deviating from primary resource reliance, rhodium recovery is therefore of significance as the secondary resources. This research investigated comparative study of rhodium recovery from the plating solution via three techniques: cementation, chemical precipitation and electrowinning. The fresh plating solution prepared from rhodium concentrate and additive solutions was diluted to 0.1, 0.2 and 0.4 g/L of rhodium and used as the equivalent spent plating solutions. It was found that both cementation using zinc powder and chemical precipitation using sodium hydroxide and ammonium hydroxide did not yield notable recovery and gave low purity recovered products. Electrowinning has shown be more effective among the three techniques. For electrowinning, the diluted solutions were used as electrolyte, while the current density was controlled at 0.08-0.14 A/cm 2 for 2-24 h. Rhodium could be obtained at the cathode, giving the average rhodium content of 94.02 wt.% and the purity of greater than 98%. At the greater rhodium concentration of 0.4 g/L, deposition of rhodium metal was uniform appearing as clusters of particles on the cathode surface where nucleation and growth are competitive.

Thai researchers
Defect and diffusion forum/Diffusion and defect data, solid state data. Part A, Defect and diffusion forumRead analysis →
multidisciplinary72IMPACT SIGNAL

Antipyretic and Antinociceptive Activities of Tri-Phol-That Extract and Its Flavonoids: In Vivo and In Silico Evidence

High Resolution Image Download MS PowerPoint Slide Despite the common use of herbal medicines rich in flavonoids to treat fever and pain, the pharmacological mechanisms involved in these effects are poorly understood. Therefore, this study assessed the antipyretic and analgesic effects of Tri-Phol-That extract, characterized its major flavonoids, and investigated its possible molecular interactions with key inflammatory mediators. The antipyretic activity was evaluated against a turpentine-induced pyrexia model in mice. Analgesic activity was evaluated using the acetic acid-induced writhing, tail immersion, and hot plate tests. The concentration of rutin, quercetin, and kaempferol was determined by high-performance liquid chromatography. Molecular docking was performed using GNINA against COX-2 (mouse: 1CX2, human: 5KIR), COX-1 (ovine: 3N8X), and mPGES-1 (human: 4YL1). Interaction profile studies were also performed in the Discovery Studio 2021. The hydroethanolic extract lowered rectal temperature in a dose-dependent manner, with maximum inhibition occurring at 100–200 mg/kg, although the effect was less potent than that of tolfenamic acid. The acetic acid-induced writhing test also showed strong dose-dependent peripheral antinociceptive activity with 84.64% inhibition at 200 mg/kg of extract, comparable to tolfenamic acid. The central analgesic effects of extracts were observed in hot plate tests. Weak central analgesic effects were also observed in tail immersion tests. HPLC analysis indicated rutin (4.01 μg/g), kaempferol (2.13 μg/g), and quercetin (0.96 μg/g) were the most abundant flavonoid compounds. Based on docking results, quercetin had the strongest binding affinity toward COX-2 (−8.44 kcal/mol). Rutin also exhibited the strongest binding affinity toward…

Thai researchers
environmental-engineering71IMPACT SIGNAL

Environmental Stability and External Environmental Dependency Analysis of Vertical Farm Remodeled from Agricultural Shelter House

This study proposes a model for constructing an energy-efficient vertical farm by retrofitting an existing agricultural facility, specifically an Agricultural Shelter House ("Nongmak house"), and evaluates its performance.An eight-layer composite thermal insulation covering system was applied to a 231 m 2 (70 pyeong) agricultural shelter house, which was converted into a closed-type vertical farm.To quantitatively assess the thermal insulation performance and environmental stability of the retrofitted system, the U-value was measured, and the internal and external environmental data were analyzed.Environmental stability was defined as the degree to which optimal internal environments (temperature, humidity, etc.) for crop growth can be maintained within a certain range regardless of external environmental changes, which is essential for minimizing crop stress and creating efficient cultivation environments.The calculated U-value of the composite insulation system was 1.939 W/m 2 •K.Although this value does not reach the level of conventional container-type vertical farms (0.193-0.225W/m 2 •K), it exhibits superior performance compared to single-layer PE film greenhouses (6.476 W/m 2 •K) and high-performance triple-layer thermal curtain systems (2.73 W/m 2 •K).Furthermore, the analysis of external climate, conventional greenhouse, and vertical farm internal environments demonstrated that the retrofitted vertical farm maintained highly stable conditions, with a temperature coefficient of variation (CV) of 5.85% and a relative humidity CV of 11.58%.Compared to external and conventional greenhouse environments, this structure provided significantly enhanced environmental stability.Statistical analysis using independent t-tests confirmed that the vertical farm showed…

Thai researchers
multidisciplinary71IMPACT SIGNAL

Metabolomic Differentiation and Chemotaxonomic Insights into Three Korean Alnus Species Revealed by UPLC–QTOF/MS

High Resolution Image Download MS PowerPoint Slide Alnus species distributed on Ulleung Island, South Korea exhibit persistent taxonomic ambiguity due to high morphological similarity and limited genetic divergence within the green alder complex. To establish chemically discriminatory criteria for species delimitation, UPLC–QTOF/MS-based untargeted metabolomic profiling was applied to Alnus alnobetula subsp. fruticosa (AA), Alnus incana subsp. hirsuta (AI), and Alnus firma (AF). Multivariate statistical analysis revealed reproducible metabolome-level differentiation among the three taxa. Among 47 annotated secondary metabolites, statistically significant discriminant features were defined as marker metabolites. Biosynthetic interpretation showed that these markers were structurally concentrated within distinct metabolite classes and selected discriminant markers were structurally confirmed. Alnustic acid-related secodammarane-type triterpenoid markers were consistently detected in AA and AF but absent in AI, providing a chemical criterion for exclusion of AI. In contrast, separation between AA and AF was driven by quantitative differences in conserved diarylheptanoid and flavonoid markers. Functional evaluation further demonstrated metabolite class-dependent biological activities. Collectively, integration of statistical prioritization, biosynthetic interpretation, structural validation, and functional assessment establishes a marker-based chemotaxonomic framework for resolving taxonomic ambiguity within Korean Alnus taxa.

Thai researchers
multidisciplinary71IMPACT SIGNAL

A Study on the Synergistic Development of Declarative Lexical Knowledge Representation and Cognitive Abilities in Adult EFL Learners Empowered by Word Embedding Models in the Era of Data Intelligence

In recent years, artificial intelligence technology has made significant strides in the field of education. Word embedding models, as a type of language generation model based on natural language processing, possess the ability to engage in real-time dialogue with students, offering a new form of support for vocabulary learning among English learners. Using the PyTorch deep learning framework, we constructed a word embedding model based on neural networks to design a word association memory system environment and conducted a 12-week experimental study involving 60 adult EFL learners. The results show that the average total scores for the participants’ declarative vocabulary knowledge breadth and depth tests were 92.11 and 105.19, respectively, and that the word embedding model was able to enhance the development of cognitive abilities. Furthermore, at the macro level, the scale of the second-language vocabulary semantic network expanded, its diameter increased, and its small-world characteristics were enhanced, while the network’s density and centrality decreased. At the macro level, the network’s modularity increased, and semantic partitioning became clearer. At the micro level, central words remained relatively stable, but the specific positions of most words within the network fluctuated significantly; English proficiency did not affect vocabulary connections. Strategic awareness can be strengthened, learning interest stimulated, language input increased, vocabulary strategies optimized, language output emphasized, and cooperative learning encouraged.

Thai researchers
International Journal of Computer Information Systems and Industrial Management ApplicationsRead analysis →
digital-health71IMPACT SIGNAL

Artificial Intelligence in the Construction Industry in India: Opportunities, Challenges Future Prospects

The construction industry in India, a key driver of economic growth contributing significantly to GDP and employment, faces persistent issues such as project delays, cost overruns, labour shortages, safety concerns, and low productivity. Artificial Intelligence (AI) offers transformative potential through applications in project management, predictive analytics, design optimization, risk assessment, safety monitoring, and supply chain management. With 54% of Indian construction firms already adopting AI and ML as of recent reports, India leads in digital adoption within the sector regionally. Supported by government initiatives like the National Strategy for Artificial Intelligence and the India AI Mission, the sector is poised for rapid growth. This paper examines key opportunities, major challenges, and future prospects, highlighting pathways for sustainable and efficient infrastructure development.

Thai researchers
International Journal of Latest Technology in Engineering Management & Applied ScienceRead analysis →
multidisciplinary71IMPACT SIGNAL

How to make Western Indian Ocean’s small-scale fisheries more sustainable

Small-scale fisheries in the Western Indian Ocean are vital to food security, livelihoods, and coastal economies, supporting over 65 million people. Yet, SSFs face mounting threats from various factors, including overexploitation, climate change, and weakly integrated governance systems. Despite growing evidence of climate impacts, critical gaps remain in understanding how these changes affect fisheries and in translating this knowledge into effective policy and practice. This policy brief highlights the urgent need to strengthen the science–policy–practice nexus, enhance cross-sector coordination, and embed climate resilience into fisheries governance to secure sustainable and equitable fisheries management outcomes for the region.

Thai researchers
multidisciplinary71IMPACT SIGNAL

Budo architecture: an alternative model of the panopticon

This article proposes budo architecture as an alternative model of the panopticon. By “alternative,” it refers to Japanese martial arts environments where panoptic order, hierarchy, repetition, and continuous visibility do not merely produce docile bodies for institutional utility, but support self-discipline and ethical self-cultivation grounded in budo philosophy. While Michel Foucault frames modern institutions as spatial apparatuses that normalize bodies through surveillance and routine, budo operates as a “do” (way) that integrates mind, technique, and body (shin–gi–tai) and orients practice toward responsibility and mutual welfare. Using a qualitative, theory-driven case study design, the study surveys 11 historical and contemporary budo facilities and conducts a comparative deep analysis of Kyoto Budo Center, Kodokan, and Nippon Budokan. Architectural plans are redrawn to a consistent scale and analyzed through taxis (overall ordering), spatial hierarchy, sightlines and gaze, thresholds and circulation, and interior atmosphere. The findings show shared panoptic features across all three halls, legible open practice fields, rank inscribed in position, and continuous visibility. However, Kyoto Budo Center and Kodokan also mobilize controlled shadow, ma (interval), engawa, and kamiza-oriented symbolism to invite introspection. The article theorizes this as a budo-oriented panopticon, redirecting discipline toward self-forming practitioners rather than passive subjects.

Thai researchers
multidisciplinary71IMPACT SIGNAL

Impact of geographical location on ICU outcomes in adults: a scoping review

OBJECTIVES: Rural populations experience poorer health outcomes than urban counterparts globally. Limited studies have examined the impact of geographical location-specifically travel distance/time and rurality-on intensive care unit (ICU) outcomes. This scoping review aimed to map literature on geographical location and ICU outcomes to better inform policy and improve ICU access in underserved communities. DESIGN: Scoping review. DATA SOURCES: MEDLINE, CINAHL and Embase were searched through to 8 May 2025. Grey literature was identified through ProQuest Dissertations and Theses Global, including dissertations, theses and conference proceedings. ELIGIBILITY CRITERIA FOR SELECTING STUDIES: Studies examining the impact of geographical location (rurality and/or travel distance/time) on ICU outcomes in adult populations were included. No restrictions were placed on country, healthcare setting or date of publication. Peer-reviewed primary studies and grey literature were eligible; editorials, commentaries and reviews were excluded. DATA EXTRACTION AND SYNTHESIS: Two reviewers independently extracted study characteristics, rurality definitions, travel distance/time measures and ICU outcomes using a standardised form and synthesised descriptively. RESULTS: 23 articles and 1 conference abstract; all were retrospective studies. 23 studies reported on rurality with 20 specifying the definition used. Six studies reported travel distance/time, all detailing measurement methods. 12 studies mentioned baseline patient comorbidities, 18 reported ICU admissions and 4 hospital/ICU readmissions. More studies reported longer ICU length of stay and greater ICU intervention use among rural compared with urban/metropolitan patients, although mortality findings were inconsistent…

Thai researchers
BIBLIOGRAPHIC RESEARCH WATCHLIST

Bibliographic research records

Thailand-affiliated bibliographic records. These are not full analyses; they are ordered by Impact Signal and should be verified against the original source.

2,955records
2,955 records
86IMPACT SIGNAL
Multidisciplinary

Learning Behavior Components as Predictors of Third-Grade Achievement in Banten

Jurnal Pendidikan Progresif

Thailand-affiliated authors
Supaphorn Akkapin
Institutions
Rajamangala University of Technology Isan
86IMPACT SIGNAL
Multidisciplinary

Multi-agent Legal Text De-identification Using TRPO and Transformer-based Language Models

International Journal of Computational Intelligence Systems

Thailand-affiliated authors
Roohallah Alizadehsani
Institutions
Chulalongkorn University
86IMPACT SIGNAL
Multidisciplinary

Exploring supportive HR practices: evidence from LGBTQ+ employees in the private financial institutions

International Journal of Organization Theory and Behavior

Thailand-affiliated authors
Parinphat Viboonsoonthornchoti · Oranuch Pruetipibultham · Suthinee Rurkkhum
Institutions
National Institute of Development Administration · Thammasat University
86IMPACT SIGNAL
Multidisciplinary

Closing the Corridor: Women's Advancement into Business Leadership Across the Philippines, Thailand, and Vietnam (2007–2023)

Journal of Enterprise Strategy and Management Innovation

Thailand-affiliated authors
Ramon George O. Atento
Institutions
Asian Institute of Technology
86IMPACT SIGNAL
Multidisciplinary

Artificial Intelligence and the Strategic Reconfiguration of Work: A Conceptual Analysis of Substitution, Augmentation, and Organizational Redesign in Manufacturing and Marketing

Journal of Enterprise Strategy and Management Innovation

Thailand-affiliated authors
Gay Marie Teodosio
Institutions
Asian Institute of Technology
86IMPACT SIGNAL
Multidisciplinary

Digital Financial Inclusion and Supply Chain Resilience in Manufacturing: A Comparative Analysis Across the Digital Access Divide

Journal of Enterprise Strategy and Management Innovation

Thailand-affiliated authors
Ramon George O. Atento
Institutions
Asian Institute of Technology
86IMPACT SIGNAL
Multidisciplinary

Effectiveness of home-based exercise interventions in the management of Sarcopenia in older adults: a systematic review of randomized controlled trials

BMC Geriatrics

Thailand-affiliated authors
John Tilock Sarkar
Institutions
Police General Hospital
86IMPACT SIGNAL
Multidisciplinary

Influence operations 2.0: the evolution of social media manipulation in Southeast Asia

Information Communication & Society

Thailand-affiliated authors
Janjira Sombatpoonsiri
Institutions
Chulalongkorn University
86IMPACT SIGNAL
Multidisciplinary

Does increased staging complexity influence expert agreement in dental age estimation?

International Journal of Legal Medicine

Thailand-affiliated authors
Pisha Pittayapat
Institutions
Chulalongkorn University
86IMPACT SIGNAL
Multidisciplinary

Beyond Economic Benefit: How Justice, Empowerment, and Political Trust Shape Residents’ Support for Space Tourism

Journal of Travel Research

Thailand-affiliated authors
Myung Ja Kim
Institutions
Prince of Songkla University
86IMPACT SIGNAL
Multidisciplinary

Artemisinin resistance and Nigeria’s malaria burden: urgent policy imperatives from the WHO World Malaria Report 2025!

International Journal for Equity in Health

Thailand-affiliated authors
Shuaibu Saidu Musa
Institutions
Chulalongkorn University
86IMPACT SIGNAL
Multidisciplinary

Sport and recreation for Indigenous peoples with neurodevelopmental disabilities in Canada: an empty scoping review and call to action

Frontiers in Rehabilitation Sciences

Thailand-affiliated authors
Tierney Littlechild
Institutions
Nation University
86IMPACT SIGNAL
Multidisciplinary

Terminology for describing the 24-h cycle of physical activity, sedentary behaviour, and sleep: a scoping review

International Journal of Behavioral Nutrition and Physical Activity

Thailand-affiliated authors
Nucharapon Liangruenrom
Institutions
Mahidol University
86IMPACT SIGNAL
Multidisciplinary

An agonist of the cannabinoid-sensing G-protein coupled receptor 55 promotes wound healing and protects against UVB-induced keratinocyte damage

Tissue Barriers

Thailand-affiliated authors
Pimngeon Chatkul · Apiwan Arinno · Lapasrada Panpoca · Mathusorn Wongsawat · Pichayapa Sukmak · Phachara Lamlertthon · Nannaphat Suwannakul · Nichakorn Thampathomwong · Pitsinee Supapol · Wanapas Wachiradejkul · Tadhi Sucharitakul · Dollapak Sakulpanich · Switta Kiattikhunphan · Wilasinee Satianrapapong · Thivaratana Sinthuwiwat · Wares Chancharoen · Thiansin Liamsuwan · Pawin Pongkorpsakol
Institutions
Chulabhorn Hospital · Mahidol University
86IMPACT SIGNAL
Multidisciplinary

Translation, cultural adaptation, and psychometric validation of the WHO-5 well-being index for Arabic-speaking university students

Frontiers in Education

Thailand-affiliated authors
Moyad Shahwan
Institutions
Chulalongkorn University
86IMPACT SIGNAL
Multidisciplinary

Satellite-derived air quality data can effectively support health needs when use cases, Earth observing capabilities, and capacities align

Journal of the Air & Waste Management Association

Thailand-affiliated authors
Aekkapol Aekakkararungroj
Institutions
Asian Disaster Preparedness Center
86IMPACT SIGNAL
Multidisciplinary

AI Training and Science Student Teachers’ TPACK in Campus-Based and Distance Education: A Comparative Study

Computers and Education Open

Thailand-affiliated authors
Prasart Nuangchalerm
Institutions
Mahasarakham University
86IMPACT SIGNAL
Multidisciplinary

Zirconium dioxide (ZrO2) for active food packaging: physicochemical traits, multifunctional mechanisms, comparative advantages, safety, and prospects

Food systems

Thailand-affiliated authors
Bima Putra Pratama
Institutions
National Science and Technology Development Agency
86IMPACT SIGNAL
Multidisciplinary

Headache-attributed burden among children and adolescents in Nepal: a national schools-based cross-sectional study

The Journal of Headache and Pain

Thailand-affiliated authors
Anushka Adhikari
Institutions
Lampang Hospital
86IMPACT SIGNAL
Multidisciplinary

A tale of two countries: assessing disaster resilience in Thailand and Pakistan

Sustainable and Resilient Infrastructure

Thailand-affiliated authors
Syed Ainuddin · Chamawong Suriyachan · Ariya Aruninta · Jayant K. Routray
Institutions
Chulalongkorn University · Asian Institute of Technology
86IMPACT SIGNAL
Multidisciplinary

A Comparison of Test Anxiety Related to Physics Exams Among Students at Religious High Schools and Public High Schools: Rasch Analysis and Differential Item Functioning (DIF)

Edusainstika Jurnal Pembelajaran MIPA

Thailand-affiliated authors
Suritno Fayanto
Institutions
Mahidol University
86IMPACT SIGNAL
Multidisciplinary

Mapping the Global Research Landscape of Problem-Based Learning in Digital Learning Environments: A Bibliometric Analysis Toward Achieving SDG 4

Journal of Law and Bibliometrics Studies

Thailand-affiliated authors
Noer Risky Ramadhani
Institutions
Mae Fah Luang University Hospital

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How we select research

We use OpenAlex, Crossref, PubMed, DOI records, and publisher pages, then verify Thai researcher participation before publication.

  1. 01Discover new researchFocus on the latest 90 days and verifiable Thai affiliations
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