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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

Orchestrating sustainable supply chains: Dynamic capabilities and heterogeneous pathways to sustainability

Cleaner and Responsible Consumption

Thailand-affiliated authors
Chanchai Phonthanukitithaworn · Chavis Ketkaew
Institutions
Mahidol University · Khon Kaen University
81IMPACT SIGNAL
Multidisciplinary

Social Media Engagement Influencing Public Agenda Setting

International Journal of innovative inventions in Social Science and Humanities

Thailand-affiliated authors
Zhang Yajune · Taksina Chai-ittipornwong
Institutions
Bangkokthonburi University
81IMPACT SIGNAL
Multidisciplinary

A model for the results of public service provision by citizen co-producers: a case study of COVID-19 disease control operations of village health volunteers in the Eastern Special Development Zone of Thailand

Cogent Social Sciences

Thailand-affiliated authors
Supranee Thammapithak · Chakchai Sueprasertsith
Institutions
Burapha University
81IMPACT SIGNAL
Multidisciplinary

Thai Secondary School Students’ Physics Identities: Measurement, Exploration, and Structural Analysis

Science Essence Journal

Thailand-affiliated authors
Luecha Ladachart · Ladapa Ladachart
Institutions
University of Phayao · Chiang Mai University
81IMPACT SIGNAL
Multidisciplinary

Financial openness in an emerging-market entrepreneurial ecosystem: How foreign and domestic capital structure Thailand's startup financing, 2015–2025

Journal of Open Innovation Technology Market and Complexity

Thailand-affiliated authors
Ong-art Chanprasitchai · Warawut Narkbunnum
Institutions
Mahasarakham University
81IMPACT SIGNAL
Multidisciplinary

The Role and Potential of Urban Public Park Services: A Case Study in Bangkok, Thailand

International Journal of Building Urban Interior and Landscape Technology (BUILT)

Thailand-affiliated authors
Waralak Khongouan · Pananya Onpol
Institutions
Thammasat University
81IMPACT SIGNAL
Multidisciplinary

Bride Price, Circumstance-Contingent Repayment, and Marital Investment in China: A Two-Stage Investment and Nash Bargaining Model

Games

Thailand-affiliated authors
Wenjun Fan · Yong J. Yoon
Institutions
Chulalongkorn University
81IMPACT SIGNAL
Multidisciplinary

From Green Policy Ambition to Investment-Ready Projects: Integrating Microeconomic and Policy Implementation Perspectives in Thailand

Economies

Thailand-affiliated authors
Pichlanda Sonthiwilon · Nathapool Kamsanit
Institutions
King Mongkut's University of Technology North Bangkok · National Institute of Development Administration
81IMPACT SIGNAL
Multidisciplinary

From Customer Relationship Management to Brand Advocacy in Local Unique Accommodations: Linking Relationship Quality and Customer-Based Brand Equity

Tourism and Hospitality

Thailand-affiliated authors
Thiyapa Sathiankomsorakrai · Chokechai Suveatwatanakul
Institutions
National Institute of Development Administration
81IMPACT SIGNAL
Multidisciplinary

แนวทางพฒนาการบรหารงานวชาการในยคดจทลของผบรหารสถานศกษาเอกชนสงกดสำนกงานศกษาธการจงหวดกำแพงเพชร

Interdisciplinary Academic and Research Journal

Thailand-affiliated authors
พัชรินทร์ วัฒนพรหม · พฤฑฒิพล พฤฑฒิกุล
Institutions
Kamphaeng Phet Rajabhat University
81IMPACT SIGNAL
Multidisciplinary

Development of Project-based Learning (PBL) to Improve the Design Ability of Students in Vocational Education

Interdisciplinary Academic and Research Journal

Thailand-affiliated authors
Xiulian Duan · Thanyaluck Khechornphak
Institutions
Rajabhat Maha Sarakham University
81IMPACT SIGNAL
Multidisciplinary

การพฒนาการจดกจกรรมการเรยนรตามแนวคดสะตมศกษา เพอสงเสรมความคดสรางสรรค ของนกเรยนระดบประกาศนยบตรวชาชพชนปท 2

Interdisciplinary Academic and Research Journal

Thailand-affiliated authors
วิทยา สาโรจน์ · ปาริชาติ ประเสริฐสังข์
Institutions
Roi et Rajabhat University
81IMPACT SIGNAL
Multidisciplinary

Social Embeddedness and Resource Orchestration as Drivers of New Entrants’ Market Entry and Growth in High-Barrier Markets: A Case Study of a Logistics Company in China

Interdisciplinary Academic and Research Journal

Thailand-affiliated authors
Yanhua Zhang · Shih‐Tung Shu
Institutions
Payap University
81IMPACT SIGNAL
Multidisciplinary

Heritage-led gentrification in Southeast Asian historic cities: A comparative analysis of Chiang Mai Old City and Hue Citadel

Humanities, Arts and Social Sciences Studies

Thailand-affiliated authors
Karuna Raksawin · Supagtra Suthasupa
Institutions
Chiang Mai University · Silpakorn University
81IMPACT SIGNAL
Multidisciplinary

Small-Sample Classification of Economic Impacts from Registered SMEs Using Machine Learning

International Journal of Analysis and Applications

Thailand-affiliated authors
Piyada Wongwiwat · Wikanda Phaphan
Institutions
Suan Sunandha Rajabhat University · King Mongkut's University of Technology North Bangkok
81IMPACT SIGNAL
Multidisciplinary

Stress during teaching and instructional supervision in Thai pre-service teachers: regression analysis

Journal of Education and Learning (EduLearn)

Thailand-affiliated authors
Suwanna Bulao · Siranee Nuchitprasitchai
Institutions
King Mongkut's University of Technology North Bangkok
81IMPACT SIGNAL
Multidisciplinary

Home-based versus hospital-based palliative care for terminal cancer patients in Thailand: a comparison of clinical outcomes, time to death, and societal costs

BMC Palliative Care

Thailand-affiliated authors
Phonthara Wichakul · Surasak Chaiyasong
Institutions
Mahasarakham University
81IMPACT SIGNAL
Multidisciplinary

Thai Adults’ Knowledge and Awareness of Legal Rights and Access to Assistance Under the Thailand Justice Fund: Implications for the Implementation of a Rights-Based Approach

Justice Evaluation Journal

Thailand-affiliated authors
Wanaporn Techagaisiyavanit · Sutham Cheurprakobkit
Institutions
Mahidol University
81IMPACT SIGNAL
Multidisciplinary

Regulatory evolution and service delivery models of telepharmacy in Thailand: a review of pandemic responses and future policy directions

Journal of Pharmaceutical Policy and Practice

Thailand-affiliated authors
Patama Tapchaisri · Anuchai Theeraroungchaisri
Institutions
Mahidol University · Kasetsart University
81IMPACT SIGNAL
Multidisciplinary

Development of creativity-based learning activities to promote creative thinking of grade 6 students on the topic of polygons

Journal of Education and Learning (EduLearn)

Thailand-affiliated authors
Suphatta Thong Bo · Chowwalit Chookhampaeng
Institutions
Mahasarakham University
81IMPACT SIGNAL
Multidisciplinary

Development of a Blended Training Platform to Enhance Teachers’ Digital Competence toward “Smart Teachers, Happy Students” in a Sustainable Digital Society

Journal of Education and Learning

Thailand-affiliated authors
Jinawatara Pakotang · Vanida Kejornrak
Institutions
College of Asian Scholars
81IMPACT SIGNAL
Multidisciplinary

Youth and Stakeholder Perspectives on Depression Literacy and Game Design in Thailand’s Southern Border Provinces

Journal of Population and Social Studies

Thailand-affiliated authors
Furqan Awaekachi · Kasetchai Laeheem
Institutions
Prince of Songkla University
81IMPACT SIGNAL
Multidisciplinary

The Impact of Perceived Value Dimensions on Repurchase Intention among Young Consumers in Douyin E-commerce Platform

Modern Economics & Management Forum

Thailand-affiliated authors
Linwei Li · Uswin Chaiwiwat
Institutions
Dhonburi Rajabhat University
81IMPACT SIGNAL
Multidisciplinary

Developing the Tendering Capacity of Anging Construction Industry Association Trainees Using Situation-Based Learning Activities: An Empirical Study on Enhancing Practical Skills and Decision-Making in Construction Project Bidding

Interdisciplinary Academic and Research Journal

Thailand-affiliated authors
Zhiyong Lai · Wanida Pharanat
Institutions
Rajabhat Maha Sarakham 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