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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
81IMPACT SIGNAL
Multidisciplinary

A hybrid machine learning framework combining deep forecasting models and unsupervised analysis for cultivated banana price prediction

Discover Artificial Intelligence

Thailand-affiliated authors
Chayutpong Manakul · Jessada Sresakoolchai
Institutions
Prince of Songkla University
81IMPACT SIGNAL
Multidisciplinary

ESG Disclosure, Return, and Risk of REITs: Evidence from Thailand and Singapore Under Changing Interest Rate Conditions

Journal of risk and financial management

Thailand-affiliated authors
Chaiyathad Phutthadet · Ausawatap Akartwipart
Institutions
University of Phayao
81IMPACT SIGNAL
Multidisciplinary

Higher graduate diploma programs: Institutional responses to teacher qualification reform in Thailand

Asian Journal of Education and Training

Thailand-affiliated authors
Srisuda Patjan · Anusorn Nampradit
Institutions
Thaksin University · Rajamangala University of Technology Isan
81IMPACT SIGNAL
Multidisciplinary

Urban–Regional Disparities in Economic Prosperity and Distributional Outcomes: A TOPSIS-Based Provincial Ranking of Thailand

Urban Science

Thailand-affiliated authors
Patcha Siwapornpitak · Napat Harnpornchai
Institutions
Chiang Mai University
81IMPACT SIGNAL
Multidisciplinary

Policy Impacts of Community Liquor Liberalization: A Case Study of Residents and Entrepreneurs in Ranot District, Songkhla Province

Asia Social Issues

Thailand-affiliated authors
Phennapha Chandaeng · Sadanon Wattatham
Institutions
Songkhla Rajabhat University
81IMPACT SIGNAL
Multidisciplinary

The Lily Festival in Bangkok: The interplay of Yuri/Girls Love, book culture, and sapphic literary communities

Humanities, Arts and Social Sciences Studies

Thailand-affiliated authors
Pannaphat Phumithammarat · Natthanai Prasannam
Institutions
Kasetsart University
81IMPACT SIGNAL
Multidisciplinary

Non-Interest Income Diversification and Bank Performance: Scale Advantages and Institutional Boundary Conditions in Selected Emerging Asian Economies

Journal of risk and financial management

Thailand-affiliated authors
Qian Fang · Nuttawut Rojniruttikul
Institutions
King Mongkut's Institute of Technology Ladkrabang
81IMPACT SIGNAL
Multidisciplinary

Reusing EV Batteries is Not Automatically Circular: A Perspective on Conditional Reuse, Battery Intelligence, and Responsible End-of-life Management

Circular Economy

Thailand-affiliated authors
Zeshan Alam · Shabbir H. Gheewala
Institutions
Joint Graduate School of Energy and Environment · King Mongkut's University of Technology Thonburi
81IMPACT SIGNAL
Multidisciplinary

Baseline Estimation and System Performance Assessment of Municipal Solid Waste in Tourism Areas: A Case Study of Phuket, Thailand

Urban Science

Thailand-affiliated authors
Pawita Boonrat · Voravika Wattanasoontorn
Institutions
Prince of Songkla University
81IMPACT SIGNAL
Multidisciplinary

Key factors of Sustainable development on strengthening empowerment of environmental volunteer networks.

F1000Research

Thailand-affiliated authors
Supit Boonlab · Sanitdech Jintana
Institutions
Rajamangala University of Technology
81IMPACT SIGNAL
Multidisciplinary

A blended learning model for creative thinking development

International Journal of Evaluation and Research in Education (IJERE)

Thailand-affiliated authors
Nuttapong Prasertsung · Alisa Songsriwittaya
Institutions
King Mongkut's University of Technology Thonburi
81IMPACT SIGNAL
Multidisciplinary

Policy–governance–culture dynamics in Myanmar education reform: implications for transformational leadership practice

International Journal of Evaluation and Research in Education (IJERE)

Thailand-affiliated authors
Chi Che · Win Pa Pa Tun
Institutions
Payap University
81IMPACT SIGNAL
Multidisciplinary

Enhancing higher education quality through strategic human resource planning: evidence from international colleges

International Journal of Evaluation and Research in Education (IJERE)

Thailand-affiliated authors
Tubagus Achmad Darodjat · Supot Rattanapun
Institutions
Rajamangala University of Technology Krungthep
81IMPACT SIGNAL
Multidisciplinary

Gender-Diverse Boards and Corporate Social Responsibility in the Thai Context

Journal of risk and financial management

Thailand-affiliated authors
Arusaya Thamaree · Simon Zaby
Institutions
Mahidol University
81IMPACT SIGNAL
Multidisciplinary

Efficiency of Polyhydroxyalkanoate (PHAs) Production from Palm Oil using Pseudomonas aeruginosa BSE1(OP474060)

Research Journal of Chemistry and Environment

Thailand-affiliated authors
Tanawan Tripattanapong · Apichaya Sawasdee
Institutions
King Mongkut's University of Technology North Bangkok · Valaya Alongkorn Rajabhat University
81IMPACT SIGNAL
Multidisciplinary

Comparative Performance Analysis of Generative AI Applications in PLC: An Industrial Electrical Engineering Subject

International Journal of Modern Education and Computer Science

Thailand-affiliated authors
Amnaj Prajong · Therdpong Daengsi
Institutions
Nakhon Sawan Rajabhat University · Rajamangala University of Technology Phra Nakhon
81IMPACT SIGNAL
Multidisciplinary

Outside-the-Office Environments as Innovation Enablers: Spatial Behavior and Psychological Outcomes in Thailand Science Park

Nakhara Journal of Environmental Design and Planning

Thailand-affiliated authors
Tipsuda Janjamlah · Peeradorn Kaewlai
Institutions
Thammasat University
81IMPACT SIGNAL
Multidisciplinary

การประยกตใชกฎความสมพนธในการวเคราะหพฤตกรรมการซอสนคาออนไลนดวยเทคนคการทำเหมองขอมล

Economics and Business Administration Journal Thaksin University

Thailand-affiliated authors
อัจฉราภรณ์ นาชัยทอง · รสสุคนธ์ สุวรรณกูฏ
Institutions
Roi et Rajabhat University · Nakhon Phanom University
81IMPACT SIGNAL
Multidisciplinary

The Marketing Communication Automation: Their Impact on Brand Equity Through Consumer Experience: A Case Study of Gen Z Consumers

Economics and Business Administration Journal Thaksin University

Thailand-affiliated authors
Phattaraporn Timdang · Wut Sookcharoen
Institutions
Suan Dusit University · Chandrakasem Rajabhat University
81IMPACT SIGNAL
Multidisciplinary

Participatory Statutory Frameworks and the Formulation of Local Heritage Conservation Plans: Legal Models and Comparative Case Studies

Nakhara Journal of Environmental Design and Planning

Thailand-affiliated authors
Kannika Sanguansintukul · Pinraj Khanjanusthiti
Institutions
Chulalongkorn University
81IMPACT SIGNAL
Multidisciplinary

ปจจยทสงผลตอประสทธภาพการตรวจสอบภายในขององคกรปกครอง สวนทองถนกลมจงหวดภาคใตฝงอาวไทย

Economics and Business Administration Journal Thaksin University

Thailand-affiliated authors
วิทยา ขาวขจร · วสันต์ กาญจนมุกดา
Institutions
Thaksin University
81IMPACT SIGNAL
Multidisciplinary

Perceived organizational support and academic adaptation among in-service Chinese university teachers studying in Thailand: The mediating role of sense of belonging

Journal of Asian Scientific Research

Thailand-affiliated authors
Miao Dou · Man Jiang
Institutions
Dhurakij Pundit University
81IMPACT SIGNAL
Multidisciplinary

Factors influencing creativity dispositions of innovators with patents: a structural relationship model

Creativity Studies

Thailand-affiliated authors
Weeraphol Saengpanya · Ratchaneekorn Upasen
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