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EDITORIAL DEEP DIVES

In-depth research analyses

Source-verified editorial analyses, ordered by latest publication date

1,037 analyses
multidisciplinary73IMPACT SIGNAL

Evidence for Step-Edge-Assisted Large Hole Borophene on Ni(111)

Due to its unique electronic properties, boron tends to form various multicenter bonds, enabling the construction of diverse two-dimensional borophene structures through modulation of the number and distribution of boron vacancies within a triangular lattice. In this study, we investigate a large-hole borophene model on heated Ni(111) substrates via molecular beam epitaxy under ultra-high-vacuum conditions. The complex atomic arrangement and electronic structures were investigated by scanning tunneling microscopy, low-energy electron diffraction, angle-resolved photoemission spectroscopy, and density functional theory calculations. Our results suggest that boron atoms are initially incorporated into the Ni surface and preferentially nucleated at step edges. The favorable geometric matching between the proposed structure and the Ni step-edge configuration contributes to the stabilization of the structure and facilitates its formation under the present growth conditions. These findings broaden the structural diversity of 2D borophene sheets and offer insights into the controlled synthesis of complex borophene architectures on metallic substrates.

Thai researchers
clinical-medicine73IMPACT SIGNAL

Geospatial determinants of diabetes risk in Thailand: socioeconomic and health service factors

Diabetes prevalence is increasing in Thailand, creating growing demands on the health system. Understanding the spatial distribution of diabetes risk and its association with socioeconomic and healthcare system factors among the diabetes risk population is critical for designing targeted prevention and intervention strategies. We examined the distribution of diabetes risk groups across provinces in Thailand with reference to the spatial association between economic, social and public health service factors based on data from the Ministry of Public Health's Health Data Center (HDC) for the year 2021. The dataset included 22,491,934 individuals across the 76 provinces as well as social, economic and public health services. The methods included Local Indicators of Spatial Association (LISA), Ordinary Least Squares (OLS), Spatial Lag Model (SLM) and Spatial Error Model (SEM). Explanatory variables included average night-time light intensity, average monthly income, hospital-to-population ratio and proportion of the population with health insurance. Major clusters of High-High (HH) diabetes risk were identified by LISA mainly located in the North of Thailand. In all models, the direction and significance of the associations were consistent (p

Thai researchers
clinical-medicine73IMPACT SIGNAL

Clear aligner therapy for early orthodontic treatment in children aged 6–13 years: A scoping review of clinical performance and evidence gaps

BACKGROUND: Clear aligner therapy has expanded substantially in mixed dentition, yet the boundaries of clinical predictability across indications, movement types, and growth stages remain incompletely defined. The aim of this review was to synthesize evidence on clear aligner therapy in mixed dentition, describe indication-specific performance patterns, and identify evidence gaps that limit clinical confidence. METHODS: This scoping review was reported in accordance with PRISMA-ScR. PubMed/MEDLINE, Embase, and Scopus were systematically searched for studies published from 2000 to 2025. Additional records were identified through Google Scholar and reference list searching. Randomized controlled trials, prospective and retrospective cohorts, and cross-sectional studies were eligible. Data were charted and synthesized descriptively. RESULTS: Fifty-nine studies were included (8 randomized controlled trials, 11 prospective cohorts, 38 retrospective cohorts, 2 cross-sectional), most involving children aged 7 to 12 years. Achieved transverse dentoalveolar expansion with clear aligners was lower than planned, particularly posteriorly and at gingival levels. Comparative studies suggested greater posterior and palatal changes with rapid maxillary expansion. Mandibular advancement aligners were associated with Class II sagittal improvement, with responses varying by skeletal maturity and dentoskeletal pattern. Evidence for incisor correction, molar movement, vertical outcomes, airway, oral health, patient-reported outcomes, and smile esthetics remained limited. CONCLUSIONS: Clear aligners in mixed dentition demonstrate indication-dependent predictability influenced by movement type, anatomical region, and growth stage. Clinical confidence remains limited by retrospective…

Thai researchers
public-health73IMPACT SIGNAL

The association between the American Heart Association Life’s Essential 8 and depression trajectories among postmenopausal women: findings from National Health and Nutrition Examination Survey 2011–2020

Depression is a psychological condition characterised by alterations in the mood and behaviour regulation in women experiencing 50% greater burden of depression than men (1) . Additionally, cardiovascular disease (CVD) is the leading cause of death in women globally while both CVD and depression can predict the incidence of each other reciprocally. Postmenopausal women particularly, during the menopause transition, are at increased risk of developing CVD and depression (2) . Life’s Essential 8 (LE8), is a recently developed cardiovascular health assessment index comprising eight health behaviours and factors: dietary quality, physical activity level, nicotine exposure, sleep health, body mass index, blood glucose, non-high-density lipoprotein cholesterol, and blood pressure (3) . It may be used to predict the risk of depression prevalence. This study investigated the association between LE8 and depression prevalence among postmenopausal women using the National Health and Nutrition Examination Survey (NHANES) 2011–2020 data. The LE8 score was calculated as the average of all eight components categorised into low (0–49), moderate (50–79), or high (80–100) cardiovascular health status (3) . Depression severity was assessed using the Patient Health Questionnaire-9 (PHQ-9) (4) . Complex survey-adjusted regression models were used. A total of 5472 postmenopausal women were included (mean age: 63.0 years), of whom 654 (12%) met the criteria for depression. The LE8 scores (mean ± SD) for those with and without depression were 53.2 ± 14.6 and 64.9 ± 14.7 (p < 0.001), respectively. Higher LE8 scores were significantly associated with lower odds of having depression (odds ratio [OR] per 10-point increase: 0.65, 95% CI: 0.60–0.72, p < 0.001). Moderate and high cardiovascular…

Thai researchers
engineering73IMPACT SIGNAL

Development of data-driven framework for the geotechnical behavior of xanthan gum-treated clay reinforced with polypropylene fibers

This study develops a robust data-driven modeling framework to predict the unconfined compressive strength (UCS) and stiffness (Go) of low-plasticity clay soils stabilized with Xanthan Gum (XG) and Polypropylene Fiber (PPF), aiming to advance sustainable geotechnical design. A total of 108 soil specimens were prepared with varying XG dosages and cured over different periods, and predictive models were constructed using a Decision Table algorithm optimized with six bio-inspired optimization techniques. Among these, the Firefly-optimized model consistently provided the highest accuracy, demonstrating reliable agreement between predicted and measured values. Sensitivity analysis identified XG dosage, curing time, and dry density as the most influential factors governing UCS and Go. These findings highlight the strong potential of the proposed machine learning framework to guide field engineers in optimizing mix design parameters for improved mechanical behavior of bio-treated soils, reducing reliance on time-consuming and costly laboratory tests while promoting environmentally sustainable foundation practices. The need for this study arises from the growing demand for green soil stabilization techniques that minimize the use of cement and lime while still ensuring reliable performance in construction. Its applicability extends to real-world geotechnical projects such as embankments, road subgrades, and shallow foundations, where predictive modeling can significantly streamline design decisions and improve long-term sustainability.

Thai researchers
multidisciplinary73IMPACT SIGNAL

Digital Triple-Code Model Game Intervention for Enhancing Mathematical Achievement and Working Memory in Children at Risk of Mathematical Difficulties

Children at risk of mathematical difficulties (MD) are increasingly prevalent worldwide. This study developed a digital game–based intervention grounded in the Triple-Code Model (TCM) and aligned with the standardized mathematics curriculum and learning indicators. The intervention design followed the ADDIE and digital game-based learning frameworks. Instruments were validated by experts and piloted with 45 children at risk of MD. Seventy primary school students aged 9–11 years were randomly assigned to experimental or control groups. Computerized tests of mathematical achievement, verbal working memory, and spatial working memory were administered. Results revealed significantly greater post-training improvements in the experimental group across all measures, with large effect sizes. The findings suggest that the digital TCM game effectively enhances mathematical performance and cognitive functioning, possibly through mechanisms involving positive emotion, goal-directed processing, and reduced cognitive load, supporting its potential as a supplementary educational tool for children at risk of MD.

Thai researchers
multidisciplinary73IMPACT SIGNAL

Linking shelter conditions to health: A multisystem analysis of stress, metabolism, and fecal microbiota in dogs

Variations in space allocation and husbandry practices can significantly affect the health and welfare of long-term shelter dogs. This study compared adrenal, metabolic, and microbiological health indicators among dogs from three shelters in Thailand: Shelter A - low-density (20.3 m²/dog), adequate enclosure size (101.9 m²), and an enrichment program; Shelter B - medium-density (3.9 m²), large enclosures (150 m²); and Shelter C - high density (3.0 m²), one communal space (800 m²), and no enrichment. Fecal glucocorticoid metabolite (fGCM) concentrations, oxidative stress (malondialdehyde, MDA), metabolic parameters (glucose, insulin, fructosamine, lipid profiles), and fecal microbiota composition and diversity were measured and analyzed in relation to management factors. Dogs in Shelter A exhibited the lowest fGCM concentrations (207.41 ± 4.55 ng/g), normal metabolic profiles, and richer, more even fecal microbiota. In contrast, dogs in Shelter C, a temple-based facility with more crowding and limited space, exhibited higher fGCM (278.71 ± 10.44 ng/g) and fructosamine concentrations, reduced alpha diversity, and a highly skewed Firmicutes-to-Bacteroidota ratio, suggesting possible adrenal cortical and microbial dysbiosis. Shelter B presented intermediate values across most parameters and management inputs. These findings show that management practices, including space allocation and enrichment, can influence stress physiology, metabolic health, and fecal microbiota composition in long-term sheltered dogs.

Thai researchers
engineering73IMPACT SIGNAL

Forging Industry 4.0 Readiness: A Quasi‐Experimental Study on the Impact of Spreadsheet‐Integrated Automation in First‐Year Engineering Physics Labs

ABSTRACT The rapid global transformation catalyzed by Industry 4.0 fundamentally necessitates a reconstitution of the engineering skillset, particularly emphasizing digital tool proficiency, systematic problem formulation, and collaborative practice. A persistent and troubling skills gap remains, as traditional introductory physics laboratories, constrained by procedural compliance, routinely fail to cultivate these multidimensional professional competencies during the critical first‐year stage. This study addresses this pressing curricular deficit by rigorously evaluating a novel spreadsheet‐integrated automation framework (SIAF) designed for early curricular intervention. We utilized a quasi‐experimental mixed‐methods design involving 203 first‐year engineering students. Our methodology demonstrates technical depth by integrating ubiquitous spreadsheet software with low‐cost IoT microcontrollers (ESP32) for real‐time data processing and acquisition, thereby simulating authentic industrial workflows. Crucially, the study deployed a validated multi‐dimensional IRR, addressing a persistent methodological deficit in holistic competency assessment. Quantitative analysis confirmed the SIAF's robust efficacy, yielding statistically significant positive improvements across six competency domains. The most substantial gains were registered in domains essential for the digital workplace: spreadsheet skills ( d ≈ 0.65), technical skills ( d ≈ 0.45), and digital/automation literacy ( d ≈ 0.43). Qualitative data revealed that automation successfully reduced extraneous cognitive load, fostering systematic troubleshooting and a strong sense of digital fluency derived from self‐mastery. These results provide compelling empirical support for adopting this replicable, outcome‐based…

Thai researchers
multidisciplinary73IMPACT SIGNAL

Evolving Pathways of Departure and Return in Rural Thailand

ABSTRACT This paper draws on a forty‐year longitudinal (1982–2022) village study of Thailand to reflect on how circulation persists, but in new ways. We trace evolving migration flows over a period during which Thailand progressed from low‐income to upper‐middle‐income status, and Non Tae and Tha Song Korn from semi‐subsistence rice‐growing communities to increasingly prosperous settlements with multi‐stranded livelihoods. Villagers accumulated considerable educational capital and left the villages in growing numbers to find work in other places and sectors. They also, however, in large part also returned, raising questions about linear and one‐directional theories of agrarian and mobility transition. It is argued that departure and return continue to be co‐produced in response to conditions in the villages and the wider Thai economy. Circulation is a central element in understanding Thailand's truncated agrarian transition, and vice vera.

Thai researchers
multidisciplinary73IMPACT SIGNAL

Self-Assembled Supramolecular Chiral Complexes of Alginate and Cyanidin-3-O-Glucoside: Insights into the Molecular Basis of Assembly Formation

Complexes of cyanidin 3-O-glucoside (CND) and alginate (Alg) form long-range supramolecular structures at pH 4, where CND is predominantly uncharged. Under these conditions, the complexes exhibit pronounced chiroptical activity, with Circular Dichroism (CD) bands significantly more intense than those of free CND or of CND/Alg complexes formed at lower pH values. Alginate consists of guluronic and mannuronic acid units, which differ in the axial or equatorial orientation of one carboxyl group, respectively. To gain insight into the molecular basis of CND–alginate complexation, CND was separately complexed with polyguluronic (PolyG) and polymannuronic (PolyM) acids. In both cases, only small aggregates were formed, with sizes around 200 nm as measured by Dynamic Light Scattering (DLS) and 60–120 nm by Atomic Force Microscopy (AFM) in the dry state. These aggregates lacked the characteristic CD bands observed for CND/Alg complexes at pH 4. Molecular dynamics simulations showed that the spacing between successive carboxylate groups interacting with CND molecules in PolyG and PolyM acids is approximately 7.5–8.0 Å. In alginate, however, an additional shorter distance of about 5.0 Å is present, arising from the alternating guluronic and mannuronic residues along the polymer chain. These results suggest that the alternation of guluronic and mannuronic units in alginate plays an important role in promoting CND–CND interactions, thereby driving cooperative assembly and the formation of extended supramolecular structures with enhanced chiroptical response.

Thai researchers
public-health72IMPACT SIGNAL

The Impact of the Development Trend and Policy Optimi-zation of NEV on Guizhou Consumers' Usage Behavior Based on Its Natural Environment

Hong Kong's well-established financial platform has become a key driver of the international expansion of small and medium-sized enterprises (SMEs) from mainland China. This article examines how Hong Kong's financial ecosystem—including capital-raising channels, trade finance, supply chain financing, investment facilitation, corporate governance frameworks, and global market access—supports SME growth and internationalization. The analysis identifies the types of SMEs that benefit most from these financial services, the primary purposes of the funds obtained, the organizational requirements for accessing financing, the advantages of establishing companies in Hong Kong, and the financing options available, including government-backed loans, initial public offerings (IPOs), and private financing markets. The findings indicate that Hong Kong's financial platform effectively reduces financing constraints, improves cross-border business efficiency, strengthens corporate governance practices, and enhances international competitiveness. In addition, the platform provides SMEs with greater credibility and access to global investors and business networks. The study concludes that leveraging Hong Kong's financial infrastructure can significantly accelerate the international growth of mainland Chinese SMEs and recommends strategic collaboration between enterprises and policymakers to maximize these financial and institutional advantages.

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.

3,510records
3,510 records
78IMPACT SIGNAL
Clinical Medicine

Globalising the access to advanced molecular diagnostics of CNS tumors: Experience of the Molecular Neuro-Pathology (MNP) Outreach Consortium

Neuro-Oncology

Thailand-affiliated authors
Sith Sathornsumetee · Thidathip Wongsurawat
Institutions
Siriraj Hospital
78IMPACT SIGNAL
Multidisciplinary

Implementation of a low-cost alternating tank chlorination system for improving drinking water safety in remote highland communities of northern Thailand

Water Practice & Technology

Thailand-affiliated authors
Yanasinee Suma · Pradabduang Kiattisaksiri
Institutions
Thammasat University · Lampang Rajabhat University · Lampang Hospital
78IMPACT SIGNAL
Clinical Medicine

Oxidative Stress-Related Prognostic Signature Defines Redox Adaptation and Immune Remodeling in Triple-Negative Breast Cancer

Oxygen

Thailand-affiliated authors
Sirinya Sitthirak · Nopparut Gota · Saengrawee Thammawithan · Rujira Nonsa-ard · Pattamaporn Kwankaew
Institutions
Walailak University · Khon Kaen University · Mahasarakham University
78IMPACT SIGNAL
Clinical Medicine

Functional thiamine deficiency in patients with chronic kidney disease in Northeast Thailand

Future Science OA

Thailand-affiliated authors
Kanokwan Nahok · Chalongchai Chalermwat · Ubon Cha’on · Apinya Jusakul · Patcharee Boonsiri · Angkor Chamdam · Ratthaphol Kraiklang · Patcharaporn Tippayawat · Sirirat Anutrakulchai · Worachart Lert-itthiporn
Institutions
Khon Kaen University
78IMPACT SIGNAL
Clinical Medicine

Uncertainty-aware evidential deep learning for reliable stroke detection and clinical decision support

Complex & Intelligent Systems

Thailand-affiliated authors
Muhammad Asim Saleem · Wasan Akarathanawat · Aurauma Chutinet · Nijasri Charnnarong Suwanwela · Surachai Chaitusaney · Watit Benjapolakul · Pasu Kaewplung
Institutions
Chulalongkorn University · Thai Red Cross Society · King Chulalongkorn Memorial Hospital
78IMPACT SIGNAL
Multidisciplinary

Servant leadership effects on service climate and employee engagement: a multi-level analysis

Journal of Managerial Psychology

Thailand-affiliated authors
Pachsiry Chompukum · Vitara Pungpapong
Institutions
Chulalongkorn University
78IMPACT SIGNAL
Clinical Medicine

Performance Assessment of Centrifugation-Based Hematocrit Testing in Primary Care Units: Evidence from Seventy-Two Proficiency Testing Datasets over Eight Years

Diagnostics

Thailand-affiliated authors
Watcharinthon Theansun · Kunchit Kongros · Napaporn Apiratmateekul · Ornuma Haonon · Munthana Wadthaisong · Gerald J. Kost · Wanvisa Treebuphachatsakul
Institutions
Naresuan University
78IMPACT SIGNAL
Clinical Medicine

Establishing a robot-assisted kidney transplantation program in a RAKT-naïve transplant center: initial clinical experience from Thailand

BMC Urology

Thailand-affiliated authors
Nuttapon Arpornsujaritkun · Surasak Kantachuvesiri · Kittinut Kitvikai · Wisoot Kongchareonsombat · Suchin Worawichawong · Goragoch Gesprasert · Bundit Sakulchairungrueng · Kun Sirisopana · Wattanachai Ratanapornsompong · Nattapat Khemworapong · Sansanee Thotsiri
Institutions
Mahidol University · Ramathibodi Hospital
78IMPACT SIGNAL
Clinical Medicine

Household representatives’ understanding of dengue solutions and larval indices surveillance systems in southern Thailand: A mixed methods study

PLoS ONE

Thailand-affiliated authors
Charuai Suwanbamrung · Kusubeeyah Babathee · Sikarin Aiedchuthong · Juthaphon Detaran · Farusdeen Madsen · Lafi Munira
Institutions
Walailak University
78IMPACT SIGNAL
Multidisciplinary

Beyond romance: unveiling the motivational dimensions and data-driven segments of international honeymoon travel behavior

Consumer Behavior in Tourism and Hospitality

Thailand-affiliated authors
Siripen Dabphet · Kraisak Kesorn
Institutions
Naresuan University
78IMPACT SIGNAL
Clinical Medicine

Circular RNA vaccines encoding Pvs25 induce antibodies that block Plasmodium vivax transmission

Vaccine

Thailand-affiliated authors
Nawapol Kunkeaw · Wang Nguitragool · Thitipa Thosapornvichai · Nattawut Buasri · Suradej Hongeng · Patompon Wongtrakoongate · Jetsumon Sattabongkot
Institutions
Mahidol University · Mahidol Oxford Tropical Medicine Research Unit · Ramathibodi Hospital
78IMPACT SIGNAL
Multidisciplinary

Cultivating pro-environmental behavioral intention through eco-gamified applications: the roles of intrinsic motivation and e-lifestyle

Journal of Social Marketing

Thailand-affiliated authors
Amonrat Thoumrungroje · Lokweetpun Suprawan
Institutions
Mahidol University
78IMPACT SIGNAL
Multidisciplinary

A multi-dimensional approach to customer advocacy: examining the role of hotel components through the lens of TRA and SOR theories

Journal of Hospitality and Tourism Insights

Thailand-affiliated authors
Akkhaporn Kokkhangplu · Dultadej Sanvises
Institutions
Khon Kaen University · Rajamangala University of Technology
78IMPACT SIGNAL
Clinical Medicine

Multi-omics and bioinformatics pipelines for personalized neoantigen discovery: current frameworks, challenges, and clinical translation

npj Vaccines

Thailand-affiliated authors
Tassanee Lerksuthirat · Wararat Chiangjong · Suradej Hongeng · Somchai Chutipongtanate
Institutions
Mahidol University · Ramathibodi Hospital
78IMPACT SIGNAL
Environmental Engineering

Streamflow Generation across the Diverse Tropics: Heterogeneity, Evidence Gaps, and Hydrological Implications

ACS ES&T Water

Thailand-affiliated authors
Alan D. Ziegler
Institutions
Kasetsart University
78IMPACT SIGNAL
Clinical Medicine

Sotagliflozin improves cardiac remodeling and is associated with reduced ER stress–related apoptosis and fibrosis in a rat model of mitral regurgitation

Scientific Reports

Thailand-affiliated authors
Van Nhut Khanh Dong · Sushawadee Tongta · Pakit Boonpala · Nakkawee Saengklub · Yaowalak Panyasing · Sayamon Srisuwatanasagul · Promporn Raksaseri · Sirinapa Srikam · Wilawan Ji‐au · Sarawut Kumphune · Sarinee Kalandakanond‐Thongsong · Saikaew Sutayatram · Anusak Kijtawornrat
Institutions
Chulalongkorn University · Mahidol University · King Chulalongkorn Memorial Hospital · Chiang Mai University
78IMPACT SIGNAL
Fundamental Science

Exclusive dimuon production and coherent charmonium photoproduction at forward rapidity in ultra-peripheral Pb–Pb collisions at $$\sqrt{{s}_{\text{NN}}}=5.36$$ TeV

Journal of High Energy Physics

Thailand-affiliated authors
A. R. Alfarasyi
Institutions
Suranaree University of Technology
78IMPACT SIGNAL
Multidisciplinary

Revival of Thermal Aziridine–Alkene Cycloaddition: Pyrrolidine Synthesis in Terpenoid-Based Deep Eutectic Solvents

The Journal of Organic Chemistry

Thailand-affiliated authors
Lalita Radtanajiravong · Nattawadee Nimsawang
Institutions
University of Phayao
78IMPACT SIGNAL
Clinical Medicine

First-trimester pregnancy-associated breast cancer managed without pregnancy termination: a report with long-term follow-up

BMJ Case Reports

Thailand-affiliated authors
Akira Vorapreechapanich · Boonchai Uerpairojkit · Mawin Vongsaisuwon
Institutions
Chulalongkorn University
78IMPACT SIGNAL
Clinical Medicine

Risk of recurrent Plasmodium vivax malaria after chloroquine plus low-dose primaquine in Pakistan: a prospective cohort study

The Lancet Regional Health - Eastern Mediterranean

Thailand-affiliated authors
Rhea Longley · Ric N. Price
Institutions
Mahidol University · Mahidol Oxford Tropical Medicine Research Unit
78IMPACT SIGNAL
Engineering

Toward transgenic multicellular parasites: CRISPR-Cas12a germline editing of Schistosoma mansoni eggs as key to success

Science Advances

Thailand-affiliated authors
Prapakorn Wisitpongpun
Institutions
Naresuan University
78IMPACT SIGNAL
Multidisciplinary

From Commitment to Outcomes: Ex-post Estimates of Global and Regional Gains from the WTO Trade Facilitation Agreement

Journal of Asian Economic Integration

Thailand-affiliated authors
Yann Duval · Chorthip Utoktham
Institutions
United Nations Economic and Social Commission for Asia and the Pacific
78IMPACT SIGNAL
Clinical Medicine

Oral glucose solution for the treatment of persistent asymptomatic neonatal hypoglycemia: a randomized, double-blind, placebo-controlled trial

European Journal of Pediatrics

Thailand-affiliated authors
Ratchada Kitsommart · Thananjit Petchkum · Buranee Yangthara · Pitiporn Siripattanapipong
Institutions
Siriraj Hospital · Mahidol University · Bhumibol Adulyadej Hospital
78IMPACT SIGNAL
Multidisciplinary

Correlated Risk Model Based on Compound Poisson Claim Count Process with Reinsurance and Investment

Risk and Decision Analysis

Thailand-affiliated authors
Sutipon Punaluek · Jiraphan Suntornchost
Institutions
Chulalongkorn University
EDITORIAL STANDARD

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
  2. 02Assess signalsReview recency, quality, collaboration, and societal relevance
  3. 03Read with careReport findings with limitations and avoid claims beyond the evidence
  4. 04Open original sourcesEvery item includes a DOI, review date, and verification link