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EDITORIAL DEEP DIVES

In-depth research analyses

Source-verified editorial analyses, ordered by latest publication date

1,027 analyses
Physical education and learning management81IMPACT SIGNAL
Evidence of global relevance

Developing a Management Model to Promote Physical Education Learning for University Students of Guangxi Province, the People’s Republic of China

A mixed-methods study across three Guangxi universities obtained 366 valid student responses and expert consensus to build an 18-component PE participation model spanning autonomy, competence, relatedness and institutional strategy.

Thai researchersLing Zheng · Prakit Hongseanyatham
Legal knowledge management85IMPACT SIGNAL
Evidence of global relevance

Knowledge Sharing Drivers Among Legal Professionals: Insights from Thailand's Intellectual Property Law Firms

Interviews with 10 professionals from five leading Thai IP firms identified four knowledge categories and both extrinsic and intrinsic drivers. Sharing supported client trust, business development, intergenerational continuity and reflexive learning.

Thai researchersNopphawat Ariyahchatraweekul · Mongkolchai Wiriyapinit · Jintavee Khlaisang
AI and cardiovascular risk81IMPACT SIGNAL
Evidence of global relevance

Translational Evaluation of Interpretable Machine Learning for Cardiovascular Risk Prediction: Calibration Decomposition, Subgroup Audits, and Decision-Utility Analysis

An evaluation of 308,774 records compared cardiovascular-risk models. Histogram gradient boosting achieved PR-AUC 0.3177, AUROC 0.8407 and Brier score 0.0633, alongside subgroup calibration and decision-utility audits.

Thai researchersHathaichanok Chompoopong · Warawut Narkbunnum
Education89IMPACT SIGNAL
Evidence of global relevance

Implementing Cultural Existentialism Pedagogy in Early Childhood Education: Evidence from Chinese Kindergarten Teachers and Supervisors

The study examined cultural-existentialism pedagogy in Chinese kindergartens using questionnaires from 500 teachers and 252 supervisors and interviews with 30 participants from each group. Both groups reported needs for confidence, professional development and institutional support.

Thai researchersYingYing Zhao · Panjanat Vorawattanachai · Yudhi Arifani
Competency-based curriculum85IMPACT SIGNAL
Evidence of global relevance

Developing a Stakeholder-Informed Competency-Based Curriculum: A Structural Alignment Model in Teacher Education

A music teacher-education case combined data from 82 stakeholders with curriculum documents to align Outcome-Based Education and AUN-QA. It identified gaps between expected and perceived competencies and proposed a model connecting program outcomes, course mapping and assessment.

Thai researchersPitsanu Boonsrianan · Warakorn Seeyo · Suradit Phaksuchon · Kittikun Jungate · Suthasinee Theerapan
Pulmonary oncology85IMPACT SIGNAL
Evidence of global relevance

Combined indwelling pleural catheter with thoracoscopic talc poudrage for malignant pleural effusion management: a randomized non-inferiority trial

In a 38-patient randomised trial, thoracoscopic talc poudrage plus an indwelling pleural catheter achieved 89.5% 12-week pleurodesis versus 68.4% with talc alone and met the non-inferiority criterion. Median stay was one versus four days.

Thai researchersJitanong Sootlek · Nophol Leelayuwatanakul · Virissorn Wongsrichanalai · Thitiwat Sriprasart · Vorawut Thanthitaweewat
Emergency cardiology85IMPACT SIGNAL
Evidence of global relevance

Acute heart failure in a tertiary emergency department in Thailand: clinical characteristics and factors associated with in-hospital mortality

Among 902 acute-heart-failure patients in Srinagarind Hospital's emergency department, in-hospital mortality was 6.0%. After adjustment, the need for inotropic support was the only independently associated factor, with an adjusted odds ratio of 3.97.

Thai researchersThanat Tangpaisarn · Praew Kotruchin · Pariwat Phungoen · Wanaporn Sirikajornroj · Thapanawong Mitsungnern · Marturod Buranasakda · Nattapat Serewiwattana
Kidney stone biology85IMPACT SIGNAL
Evidence of global relevance

Lactobacillus acidophilus abolishes oxalate-mediated renal epithelial barrier disruption and calcium oxalate monohydrate crystal adhesion to renal epithelial cells

In a renal epithelial cell model, sodium oxalate disrupted barrier integrity, reduced ZO-1 and increased annexin A2-mediated crystal adhesion. Co-culture with Lactobacillus acidophilus prevented these changes and reduced oxalate in artificial urine.

Thai researchersAnantaya Putpim · Chadanat Noonin · Paranyu Chawanpaiboon · Onnipa Pawano · Somsakul Phuangkham · Paleerath Peerapen · Visith Thongboonkerd
AI osteoporosis screening85IMPACT SIGNAL
Evidence of global relevance

Opportunistic Osteoporosis Screening from Routine Knee Radiographs Using a Multi-Stage CNN Framework with External Validation

A multi-stage framework used pretrained CNNs to extract knee-radiograph features and machine-learning classifiers to distinguish normal, osteopenia and osteoporosis. External testing exposed a gap between AUC and threshold performance, especially probability collapse for osteopenia, requiring recalibration and threshold adaptation.

Thai researchersNitiphoom Sinnathakorn · Chanon Fahpinyo · Watcharaporn Cholamjiak · Suthep Suantai
Clinical AI85IMPACT SIGNAL
Evidence of global relevance

Automated identification of clinically important Candida yeast species for microscopic images using self-supervised learning

A KMITL team combined YOLOv4-tiny, U-Net and DINOv2 to detect, segment and classify Candida in microscopy. Reported performance was high across detection, segmentation, binary and four-class tasks, with five-fold cross-validation.

Thai researchersFingani Annie Mphande-Nyasulu · Prasert Trivijitsilp · Dr Suchanun Meksang · Salisa Kongpanyakul · Paveenuch Kulalert · Naruchit Soiphet · Teerawat Tongloy · Santhad Chuwongin · Siridech Boonsang · Veerayuth Kittichai
Clinical informatics85IMPACT SIGNAL
Evidence of global relevance

Interpretable SHAP-based machine learning framework for patient satisfaction prediction: a case study in Thammasat University Hospital

A Thammasat team compared multiple machine-learning models for binary and three-class ophthalmology outpatient satisfaction. Nested cross-validation and training-only imbalance correction were followed by SHAP interpretation, with length of stay emerging as the strongest predictive feature.

Thai researchersTanatorn Tanantong · Warut Pannakkong · Nittaya Chemkomnerd · Prachya Boonkwan
Dentistry and AI85IMPACT SIGNAL
Evidence of global relevance

Deep learning versus general dentists: a clinical evaluation of caries diagnostic accuracy on bitewing radiographs

YOLOv8 was trained and validated on 1,180 bitewing radiographs and tested on 247 images annotated by two experienced dentists across six lesion depths. It exceeded general dentists on recall, precision, F1 and mAP, but both struggled with initial lesions.

Thai researchersPloypailin Komtui · Wannakamon Panyarak · Wattanapong Suttapak · Areerat Nirunsittirat · Kittichai Wantanajittikul · Onnida Wattanarat
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
85IMPACT SIGNAL
Multidisciplinary

Development and Independent Validation of an Expert-Informed Measurement Framework for Online Hotel Booking Intention

Administrative Sciences

Thailand-affiliated authors
Noppharuj Praphasiri · Somchai Lekcharoen · Sumaman Pankham
Institutions
Rangsit University
85IMPACT SIGNAL
Multidisciplinary

Ophthalmology residency surgical training and competency assessment: a systematic review of medical education evidence

BMC Medical Education

Thailand-affiliated authors
Luksanaporn Krungkraipetch · Sasikant Leelawongs · Kitti Krungkraipetch
Institutions
Burapha University
85IMPACT SIGNAL
Multidisciplinary

Vibe Coding for Simulation Development in Engineering Education

Computer Applications in Engineering Education

Thailand-affiliated authors
Poramate Tarasak · Wipawadee Wongsuwan · Pongsatorn Sedtheetorn
Institutions
Mahidol University · Thai-Nichi Institute of Technology
85IMPACT SIGNAL
Multidisciplinary

Beyond Net Effects: Examining Configurational Pathways Associated with Cosmetic Repurchase Intention Through Online Platforms Using the Fuzzy Delphi Method, SEM, and fsQCA

Journal of theoretical and applied electronic commerce research

Thailand-affiliated authors
Pimachita Akkaramaythayut · Somchai Lekcharoen · Sumaman Pankham
Institutions
Rangsit University
85IMPACT SIGNAL
Multidisciplinary

Cultural Tourism Intention in Digital Communication Ecosystems: Habitual Engagement, eWOM, and Destination Image Co-Creation Using PLS-SEM and fsQCA

Tourism and Hospitality

Thailand-affiliated authors
Ngamsiri Witoonphan · Sumaman Pankham · Somchai Lekcharoen
Institutions
Rangsit University
85IMPACT SIGNAL
Multidisciplinary

Primary Students’ Scientific Reasoning Through Written and Drawing Modes in the Predict-Observe-Explain (POE) Approach

International Journal on Studies in Education

Thailand-affiliated authors
Chontawat Meedee · Chokchai Yuenyong · Aukkapong Sukkamart · Paitoon Pimdee · Surachai Pimsalee
Institutions
King Mongkut's Institute of Technology Ladkrabang · Khon Kaen University
85IMPACT SIGNAL
Multidisciplinary

The Study of Health Knowledge and Communication Needs to Develop a Communication Model to Enhance Self-Care Promotion for Young Men Who Have Sex with Men Living with HIV

Journal of Health Science and Medical Research

Thailand-affiliated authors
Naret Bualuay · Pimonpan Chainan · Siwapon Sukittanon · Liwa Pardthaisong · Kangwan Fongkaew
Institutions
Chiang Mai University · Burapha University
85IMPACT SIGNAL
Multidisciplinary

Co-Designing Local Water Security: A Participatory Comparative Case Study of Perceived Climate Risks in Northeastern Thailand

Sustainability

Thailand-affiliated authors
Chaiwatchara Promjittiphong · Phongphat Maijandee · Bundid Sumret · Phuthida Praelaun
Institutions
Srinakharinwirot University · Mahachulalongkornrajavidyalaya University
85IMPACT SIGNAL
Multidisciplinary

Development and Preliminary Clinical Evaluation of High-Protein Korat Crispy Chicken Sticks in Adolescents with Obesity: A Randomized Controlled Trial

Sci

Thailand-affiliated authors
Kakanang Posridee · Pussarat Buranakon · Pornthep Rachnavy · Anant Oonsivilai · Naporn Uengarporn · Ratchadaporn Oonsivilai
Institutions
Suranaree University of Technology
85IMPACT SIGNAL
Multidisciplinary

How Online Reviews Shape Market Acceptance of Green Entrepreneurial Offerings: The Role of Review–Product Matching

Administrative Sciences

Thailand-affiliated authors
Xia Li · Sujinda Popaitoon · Atthaphon Mumi
Institutions
Mahasarakham University · National Institute of Development Administration
85IMPACT SIGNAL
Multidisciplinary

Factors associated with stress and depression among Thai industrial workers living in dormitories: a comparison between shift and non-shift workers in Phra Nakhon Si Ayutthaya, Thailand

BMC Public Health

Thailand-affiliated authors
Sangtawun Thongbai · Phiangphim Punrasi · Nisanart Thongbai · Chatree Matsee · Pornsiri Phugsachart · Theerayut Baubhom
Institutions
Mahidol University · Phetchabun Rajabhat University · Ramathibodi Hospital
85IMPACT SIGNAL
Multidisciplinary

Teaching–Learning-Based Optimization of a 2DOF-PIDN Controller for Load Frequency Regulation in Multi-Source Power Systems

Engineering Technology & Applied Science Research

Thailand-affiliated authors
Prasit Mongkolkaset · Gontapon Promnigon · Sitthisak Audomsi · Worawat Sa-Ngiamvibool · Santi Narakunlanan
Institutions
Roi et Rajabhat University · Mahasarakham University
85IMPACT SIGNAL
Multidisciplinary

Artificial Intelligence Distinguishing Edematous Phase of Systemic Sclerosis from Mimickers: A Video-Based Diagnostic Study

Engineering Technology & Applied Science Research

Thailand-affiliated authors
Chingching Foocharoen · Suphachoke Sonsilphong · Tippawan Onchan · Patnarin Pongkulkiat · Ajanee Mahakkanukrauh · Siraphop Suwannaroj · Wanida Kanarkard
Institutions
Khon Kaen University
85IMPACT SIGNAL
Multidisciplinary

Tingkat Pengetahuan Peserta Didik Kelas Iv Sd Negeri Ngupasan Tentang Pencegahan Dan Pertolongan Pertama Cedera Olahraga Dalam Pembelajaran Pjok

Jurnal Pendidikan Dasar dan Aktifitas Jasmani

Thailand-affiliated authors
Arisa Sespheng · Bulin Jirapongsatorn
Institutions
Walailak University
85IMPACT SIGNAL
Multidisciplinary

Translanguaging in multilingual classrooms: Insights from a pilot study in rural Vietnam

International Journal of English Language and Literature Studies

Thailand-affiliated authors
Eric A. Ambele · Pilanut Phusawisot
Institutions
Mahasarakham University
85IMPACT SIGNAL
Multidisciplinary

A Machine Learning-Based Student Dropout Risk Prediction and Early Warning System

Asian Health, Science and Technology Reports

Thailand-affiliated authors
Kritanat Chungnoy · Tanatorn Tanantong · Naphat Jakkraphatcharakul · Nongnapat Sunontanam · Supada Boonyavattanavijit · Thanyaluck Tungthananithirath · Surasit Uypatchawong
Institutions
Thammasat University · Sakon Nakhon Rajabhat University
85IMPACT SIGNAL
Multidisciplinary

Phenotypic and genomic characterization of Aeromonas veronii from Thai rugose frog (Hoplobatrachus rugulosus)

Creative Science

Thailand-affiliated authors
Wiranphat Pengput · Kriengkrai Seetapan · Eakapol Wangkahart · Wipasiri Soonthornchai
Institutions
University of Phayao · Mahasarakham University
85IMPACT SIGNAL
Multidisciplinary

Exploring learning experiences and perceived benefits of multidisciplinary case-based learning for knowledge integration and clinical readiness among preclinical dental students

Heliyon

Thailand-affiliated authors
Kawin Sipiyaruk · Minprapa Asavisanu · Jirapat Chirachanchai · Wattanawadee Ruangvanish · Uracha Wachirawuttikai · Sirirak Supa-amornkul
Institutions
Mahidol University
85IMPACT SIGNAL
Multidisciplinary

Cloud-deployable deep learning for smartphone-based body fluid cytology: a multi-architecture evaluation of YOLO and RT-DETR models

Scientific Reports

Thailand-affiliated authors
Sirinart Chomean · Noppmats Khemtonglang · Ekchol Mukda · Nutchanart Sittiphokkhasap · Yotsombat Changtrakul · Kornphon Wongphat · Areerut Mungmai · Tanatorn Tanantong · Chollanot Kaset
Institutions
Thammasat University · Khon Kaen University
85IMPACT SIGNAL
Multidisciplinary

Religious life, monastic support, and healthcare inequity among aged Han Buddhist monks in China: an explanatory mixed-methods study

Frontiers in Public Health

Thailand-affiliated authors
Yaoping Liu · Zhenyu Liu · Chomphu Kotirum
Institutions
Rajamangala University of Technology Krungthep
85IMPACT SIGNAL
Multidisciplinary

Health inequalities in PM₂.₅-related symptoms during Thailand’s haze season: the role of education, sociodemographic, lifestyle, protective behaviors, and environmental factors

Frontiers in Public Health

Thailand-affiliated authors
Nalin Sittitoon · Wuttipat Kiratipaisarl · Ratana Sapbamrer
Institutions
Suranaree University of Technology · Chiang Mai University
85IMPACT SIGNAL
Multidisciplinary

E-Infinity Ecosystem: Peer-to-Peer Energy Trading Using X-Changer and Energinx Smart Meters for Reverse Power Flow Prevention

Technologies

Thailand-affiliated authors
Puttapong Somjai · Kittisak Khuwaranyu · Duangkamol Ruen-ngam · Paisarn Muneesawang
Institutions
Rajamangala University of Technology Rattanakosin · Silpakorn University · Mahidol University
85IMPACT SIGNAL
Multidisciplinary

Public–Private Wage Differentials and Wage-Gap Convergence Across Thai Industries After the Onset of COVID-19

Economies

Thailand-affiliated authors
Weerasak Sawangloke · Nut THANCHAROEN · Saksiri Saokomut · Praewpailin JANPOSRI · Chotima Jotikasthira
Institutions
Mahasarakham University · Burapha University · Rajamangala University of Technology
85IMPACT SIGNAL
Multidisciplinary

Food loss analysis in the upstream supply chain of large broilers

Cleaner Logistics and Supply Chain

Thailand-affiliated authors
Somsakul Thongtab · Sivanappan Kumar · Po-ngarm Somkun
Institutions
Naresuan 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