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Self‐Management Technology of Medication Adherence in Patient Chronic Disease: A Systematic Review and Meta‐Analysis

ABSTRACT

Background

Chronic diseases require sustained medication adherence, yet nonadherence remains common, leading to poor outcomes and increased healthcare costs. Digital self-management technologies such as mobile health (mHealth) apps, SMS reminders, and web-based platforms offer scalable ways to support adherence, but evidence on their overall effectiveness across diverse contexts is fragmented.

Aim

To systematically review and meta-analyze the effectiveness of self-management technologies in improving medication adherence among adults with chronic diseases and to examine potential moderators of intervention impact.

Methods

Following PRISMA guidelines, we searched PubMed, Scopus, Web of Science, CINAHL, and JMIR for peer-reviewed studies (January 2010–June 2025) evaluating digital self-management interventions with adherence outcomes and comparator groups. Eligible designs included RCTs, quasi-experimental, and controlled before-after studies in adults with chronic disease. Random-effects meta-analysis estimated pooled effect sizes (Cohen's d). Heterogeneity (I 2), subgroup analyses, and publication bias (Egger's, Begg's, trim-and-fill) were assessed.

Results

Fifty-two studies were included, spanning 2015–2025. Early interventions (2015–2019) focused on feasibility, using SMS and basic web tools; later years (2021–2025) showed technological maturity, dominated by mHealth apps integrating monitoring, reminders, and education. The pooled random-effects effect size was d = 0.268 (95% CI 0.123–0.414, p = 0.0003), indicating a small-to-moderate benefit. Heterogeneity was high (I 2 = 89%). Medium-duration (10.8–24 weeks) interventions had the largest effect (d = 0.50), and effects varied markedly by country (e.g., Iran d = 2.29; Taiwan d = −0.94). Begg's test suggested possible publication bias; trim-and-fill adjustment increased the pooled effect to d = 0.366.

Linking Evidence to Action

Digital self-management technologies yield a statistically significant, small-to-moderate improvement in medication adherence across chronic diseases, with potential underestimation due to selective reporting. Effectiveness is moderated by temporal trends, geography, intervention duration, and study design, underscoring the need for context-specific adaptation and methodological rigor. Future research should prioritize large, well-controlled trials, pre-registration, and exploration of cultural and systemic determinants to optimize intervention impact.

Distribution disparities among medical specialists in Thailand: an equity analysis of the national health workforce database (2015-2024)

Objectives

Ensuring equity in medical specialist distribution is essential for achieving universal health coverage (UHC). This study explored the changes in the availability and distribution of medical specialists in Thailand from 2015 to 2024 and assessed the equity impacts on workforce.

Design

A retrospective longitudinal analysis of national administrative workforce data.

Setting

Public and private hospitals across Thailand, covering 1471 facilities in 77 provinces.

Primary outcome and explanatory variables

The primary outcomes were specialist-to-population ratios and geographical equity measured using the Gini coefficient (G), where values closer to 0 indicate greater equity. Explanatory variables included specialty type, geographical region and the timing of major workforce policies, including mandatory service and specialty-specific legislative interventions.

Results

Between 2015 and 2024, the GPs and specialists in Thailand expanded significantly, with improvements in both density and distribution. The Gini coefficient for GPs showed the largest equity improvement (G=0.42 in 2015 and G=0.22 in 2024), reflecting the impact of mandatory service programme and rural recruitment programmes. Among specialists, emergency and family medicine have shown rapid growth and significant reductions in distribution inequity, reflecting the success of legislative policies. Sustainability of workforce policies was challenged by the ‘leaking stock’ phenomenon due to attraction of career opportunities and economic drives.

Conclusion

Workforce targeted interventions have led to improvements in the availability and equitable distribution of GPs and medical specialists over the past decade. Further policy, such as retention incentives and assisted technology, is needed to achieve equitable distribution across all specialties, particularly in low-density fields. Thailand’s experience offers the lessons for other low- and middle-income countries as the evidence-based and equity-focused workforce policies for UHC advancement.

Alloplastic total temporomandibular joint (TMJ) replacement registry: a protocol for a prospective global multicentre observational cohort study

Por: Thor · A. · Bengtsson · M. · Dowgierd · K. · Epifanov · S. · Fichter · A. M. · Jelovac · D. · Korn · P. N. · Nilsson · J. L. · Pastore · G. · Rughubar · V. · Smolka · W. · Talvilahti · J. · Thiem · D. · Thieringer · F. · Ulmner · M. · Wolvius · E. B. · Zubillaga Rodriguez · I. · Kumar · V
Introduction

Total alloplastic replacement of the temporomandibular joint (TMJ) is a viable treatment option for severe TMJ disorders (TMDs) unresponsive to conservative approaches, as well as for reconstruction of congenital or acquired TMJ defects. However, clinical data on indications, outcomes, complications and long-term effects remain limited, and no global registry currently exists. This study aims to address this gap by establishing an international registry to collect data from patients undergoing total alloplastic TMJ replacement systematically. The registry will document clinical indications and disease progression, explore relationships between treatments, outcomes and quality of life, identify predictors of favourable outcomes and inform future research.

Methods and analysis

This international, prospective, multicentre, observational registry will enrol approximately 200 patients with TMD requiring total alloplastic TMJ replacement, with follow-up lasting up to 5 years postoperatively. The data collected will include underlying disease, treatment details, functional outcomes, patient-reported outcomes and procedure-related adverse events. The registry will also monitor patients who decline surgery and record their reasons. All treatments will adhere to the standard of care at each participating centre.

Ethics and dissemination

Ethics approval was obtained from the responsible ethics committee (EC) at each participating site prior to TMJ surgery. All patients will be enrolled following an informed consent process approved by the relevant EC. Study results will be disseminated through peer-reviewed publications.

Approving ECs include: Krishnadevaraya College of Dental Sciences and Hospital EC, KCDS/Ethical Comm/54/2022–23; Ethikkommission Nordwest- und Zentralschweiz, 2019–02387; University of Belgrade School of Dental Medicine EC, 36/19; National Videnskabsetisk Komité, 2401881; University of KwaZulu-Natal Biomedical Research EC, BREC/00001592/2020; Etikprövningsmyndigheten, 2019–04477; Ethikkommission Medizinische Hochschule Hannover, 8660_BO_K_2019; Ethik-Kommission an der Medizinischen Fakultät der Universität Leipzig, 080/21-lk; Comité de Ética de la Investigación con Medicamentos Hospital Universitario 12 de Octubre, 19/392; Landesärztekammer Rheinland-Pfalz EC, 2025–18012-andere Forschung/nachberatend; Local Ethical Committee at National Medical and Surgical Centre named after NI Pirogoov, LEC meeting 5; Ethikkommission bei der LMU München, 19–589; Komisja Bioetyczna przy Warmiłsko-Mazurskiej Izbie Lekarskiej w Olsztynie, 12/2021; De Medisch Ethische Toetsings Commissie Erasmus MC, MEC-2019–0696 and Comissão Nacional de Ética em Pesquisa, 3.825.711.

Trial registration number

NCT03991728.

Chrysin ameliorates methotrexate-induced hippocampal neurogenesis impairment by suppressing of oxidative stress and upregulating antioxidant enzyme activity in rodents

by Tanaporn Anosri, Soraya Kaewngam, Ram Prajit, Kornrawee Suwannakot, Nataya Sritawan, Anusara Aranarochana, Wanassanan Pannangrong, Jariya Umka Welbat, Peter Wigmore, Apiwat Sirichoat

Methotrexate (MTX) is used in treating several malignancies. However, MTX neurotoxicity remains a significant clinical side effect, leading to cell division malformation, and neurogenesis impairment. Chrysin, a flavonoid compound found in natural products, demonstrates various biological characteristics, including neuroprotective and antioxidant properties. The purpose of this study was to investigate the ameliorative effect of chrysin on oxidative damage and neurogenesis impairment caused by MTX. Male Sprague-Dawley rats were randomly divided into four groups, including the vehicle, MTX (75 mg/kg), chrysin (10 mg/kg), and chrysin+MTX groups. Chrysin was orally administered for 15 days. MTX was administered intravenously on days 8 and 15. The hippocampal neural stem cells were evaluated using sex determining region Y-box 2 (sox2) and nestin immunofluorescence staining. Antioxidant enzyme expression and the levels of oxidative stress marker were assessed. Additionally, the expressions of nuclear factor erythroid 2-related factor 2 (Nrf2), brain-derived neurotrophic factor (BDNF), cAMP-response element binding (CREB), and phosphorylated CREB (pCREB) were evaluated using Western blotting. Results showed that MTX significantly decreased the activity of antioxidant enzymes and produced oxidative stress. MTX also impaired neurogenesis, evidenced by decreased sox2 and nestin-positive cells and decreased expression of Nrf2, BDNF, CREB, and pCREB in the hippocampus and prefrontal cortex. However, chrysin significantly reversed the effects of MTX on these parameters. In conclusion, chrysin exhibits neuroprotective effects against MTX-induced neurogenesis impairment by upregulating antioxidant enzyme activity, reducing oxidative stress, and improving protein expression related to neurogenesis.

In-hospital outcomes and associated factors of mortality in thai children with diabetic ketoacidosis: A national data analysis 2015–2023

by Ratikorn Chaisiwamongkol, Rattapon Uppala, Phanthila Sitthikarnkha, Leelawadee Techasatian, Suchaorn Saengnipanthkul, Pope Kosalaraksa, Kaewjai Thepsuthammarat, Sirapoom Niamsanit

Background and aims

Diabetic ketoacidosis (DKA) remains a major cause of pediatric morbidity and death. This study examined national trends in DKA hospitalizations and factors associated with in-hospital mortality among Thai children.

Materials and methods

A nationwide, retrospective cohort study was conducted using data from the National Health Security Office (NHSO) during 2015–2023. Children aged 1 month to under 18 years hospitalized with DKA were identified using International Classification of Diseases, 10th Revision, Thai Modification (ICD-10-TM) codes. Prevalence and mortality were described by year and region. Factors associated with death were assessed with multivariable logistic regression; model discrimination used area under the curve (AUC).

Results

Among 10,669 admissions, national DKA prevalence increased from 4.5 to 11.8 per 10,000 pediatric hospitalizations, with Bangkok showing the highest rates. The overall intubation rate was 10.2%, peaking in infants and older adolescents. Although national mortality declined from 2.2% to 0.6%, regional and age-specific fluctuations persisted. Independent associations with mortality included malignancy (Adjusted odds ratio [AOR] 5.25, 95% CI: 1.63-16.92; p=0.005), septic shock (AOR 2.93, 95% CI: 1.71-5.03; p Conclusion

DKA hospitalizations are increasing in Thailand, with regional variation and persistent mortality risk, particularly among patients with critical complications and vulnerable groups. Although declining mortality trends and lower mortality in recurrent cases suggests improved protocol-based treatment, targeted prevention strategies remain essential for high-risk populations.

Retention of CPR skills learnt in a brief educational video with short-time self-training versus mastery learning among lay responders in Thailand: an assessment of a training system

Por: Daorattanachai · K. · Imsuwan · I. · Srivilaithon · W. · Kornthatchapong · K. · Wongpophon · P.
Objectives

To evaluate the effectiveness of short-duration self-learning (SSL) and mastery learning (ML) strategies on the acquisition and 6-month retention of cardiopulmonary resuscitation (CPR) skills and basic life support (BLS) knowledge among hospital administrative staff in Thailand.

Design

Comparative assessment of two CPR training strategies.

Setting

Tertiary-level academic institution in Thailand.

Participants

A total of 163 hospital administrative staff aged ≥18 years without prior BLS certification were enrolled and randomly allocated to either the SSL group (n=82) or the ML group (n=81). Participants with previous CPR certification, medical limitations preventing chest compressions or those unwilling to attend the 6-month retention test were excluded. 71 participants in each group completed the 6-month follow-up.

Interventions

All participants viewed an 8 min self-directed instructional video on BLS and subsequently performed CPR practice using real-time feedback manikins. The SSL group practised independently for up to five 1 min sessions, while the ML group practised until achieving a predefined mastery threshold (QCPR (Quality Cardiopulmonary Resuscitation) score >90%).

Primary and secondary outcome measures

The primary outcome was CPR skill retention at 6 months, measured by QCPR overall performance score. Secondary outcomes included observational BLS performance (scene safety, responsiveness, emergency activation, breathing assessment and correct hand placement), knowledge retention scores and the number of attempts required to achieve mastery in the ML group.

Results

Both SSL and ML groups demonstrated significant improvement in CPR performance and BLS knowledge immediately after training (p

Conclusions

Both SSL and ML effectively enhanced CPR performance and knowledge retention among non-medical hospital staff. SSL offers a practical, resource-efficient and scalable approach for CPR training in large-scale community or institutional settings. Future studies should investigate the cost-effectiveness and optimal refresher frequency for sustaining CPR competency.

Trial registration number

TCTR20210521003.

Impact assessment of neonatal care interventions on regional neonatal care capacity: a simulation study based on clinical data in the Netherlands

Por: Wagenaar · J. H. L. · Dietz · A. · Huang · Y. · Reiss · I. K. M. · Been · J. V. · Spaan · J. · Kornelisse · R. F. · Taal · H. R. · Hinrichs-Krapels · S.
Objective

To analyse the impact of selected neonatal care interventions on regional care capacity.

Design

Discrete event simulation modelling based on clinical data.

Setting

Neonatal care in the southwest of the Netherlands, consisting of one tertiary-level neonatal intensive care unit (NICU), four hospitals with high-care neonatal (HCN) wards and six with medium-care neonatal (MCN) wards.

Participants

44 461 neonates admitted to at least one hospital within the specified region or admitted outside of the region but with a residential address inside the region between 2016 and 2021.

Interventions

The impact of three interventions was simulated: (1) home-based phototherapy for hyperbilirubinaemia, (2) oral antibiotic switch for culture-negative early onset infection and (3) changing tertiary-level NICU admission guidelines.

Main outcome measure

Regional neonatal capacity defined as: (1) occupancy per ward level, (2) required operational beds per ward level to provide care to all inside region patients at maximum 85% occupancy, (3) proportion rejected, defined as outside region transfers due to no capacity to provide local care and (4) the weekly rejections in relation to occupancy to provide a combined analysis.

Results

In the current situation, with many operational beds closed due to nurse shortages, occupancy was extremely high at the NICU and HCNs (respectively 91.7% (95% CI 91.4 to 92.0) and 98.1% (95% CI 98.0 to 98.2)). The number of required beds exceeded available beds, resulting in >20% rejections for both NICU and HCN patients. Although the three interventions individually demonstrated effect on capacity, clinical impact was marginal. In combination, NICU occupancy was reduced below the 85% government recommendation at the cost of an increased burden for HCNs, highlighting the need for redistribution to MCNs.

Conclusion

Our model confirmed the severity of current neonatal capacity strain and demonstrated the potential impact of three interventions on regional capacity. The model showed to be a low-cost and easy-to-use method for regional capacity impact assessment and could provide the basis for making informed decisions for other interventions and future scenarios, supporting data-driven neonatal capacity planning and policy development.

MiR-125b-5p and miR-100-5p as Biomarkers and therapeutic targets for the prevention of particulate matter-induced non-smoker lung cancer

by Moe Thi Thi Han, Tay Zar Myo Oo, Busayamas Chewaskulyong, Sakorn Pornprasert, Kanyamas Choocheep, Khanittha Punturee, Warunee Kumsaiyai, Yupanun Wuttiin, Sawitree Chiampanichayakul, Ratchada Cressey

Non-smoking-related lung cancer is increasingly associated with environmental factors such as particulate matter (PM) exposure. Using deep small RNA sequencing, we identified distinct miRNA expression patterns in lung cancer patients compared to non-cancer controls, stratified by smoking status. Notably, hsa-miR-125b-5p and hsa-miR-100-5p were significantly downregulated in non-smoking lung cancer patients. Pathway enrichment analysis revealed smoking amplifies pathways related to glycan biosynthesis, signal transduction, and transcriptional regulation, while non-smoking lung cancer is characterized by immune dysfunction and metabolic alterations, including oxidative phosphorylation and natural killer cell cytotoxicity. Validation in a larger cohort using quantitative RT-PCR confirmed the suppression of miR-125b-5p and miR-100-5p in non-smoking lung cancer patients. Additionally, miR-203a and miR-199a-3p were identified as potential biomarkers for lung cancer, independent of smoking status. Chronic PM exposure in primary bronchial/tracheal epithelial cells initially elevated miR-125b-5p and miR-100-5p expression, but prolonged exposure suppressed these miRNAs while increasing their target genes, TXNRD1 and HOXA1, suggesting stress-induced dysregulation. Functional studies using miRNA mimics demonstrated that miR-125b-5p and miR-100-5p suppress PM-induced cancer cell mobility and colony formation, with miR-125b-5p exhibiting broader effects. These findings underscore the critical roles of miR-125b-5p and miR-100-5p in PM-associated lung cancer progression and their potential as biomarkers and therapeutic targets. This study highlights distinct mechanisms of lung carcinogenesis in smokers and non-smokers, providing a foundation for targeted interventions in PM-associated lung cancer.

Utilisation of ambulatory ECG monitoring for prediction of heart failure and stroke events and healthcare expenditure in treated and untreated patients: a retrospective cohort study

Por: Schwennesen · H. · Li · Z. · Hammill · B. G. · Clark · A. G. · Pokorney · S. D. · Hytopoulos · E. · Turakhia · M. P. · Cambra · J. · Piccini · J. P.
Objective

We evaluated the performance of risk models that incorporate ambulatory ECG data and clinical information for prediction of healthcare expenditures related to heart failure (HF) and stroke events in treated and untreated patients.

Design and setting

A retrospective cohort study of Medicare patients who underwent Zio XT ambulatory monitoring in the USA was conducted between 2014 and 2020.

Participants and outcomes

14-day ambulatory ECG data and claims data were evaluated in the study sample which included 89 923 patients in the HF hospitalisation group, 75 870 in the new-onset HF group and 90 159 in the stroke hospitalisation group. Predictive models for new-onset HF, HF hospitalisation and stroke hospitalisation were generated using LASSO Cox regression with ambulatory ECG variables and components of the CHA2DS2-VASc. For each outcome, we scored patients using standardised linear predictors from three composite risk models, and we evaluated the association between risk score and total Medicare cost.

Results

The following hazard ratios per one SD increase in the new risk score were observed for the model that included all CHA2DS2-VASc components and ECG variables: HF hospitalisation in treated 2.94, 95% CI 2.75 to 3.15; new-onset HF in treated 1.84, 95% CI 1.75 to 1.93; HF hospitalisation in untreated 3.51, 95% CI 3.23 to 3.82; and new-onset HF in untreated 1.92, 95% CI 1.85 to 2.00. Risk scores generated by the model were also predictive of Medicare cost in both treated and untreated patients, with patients in the high-risk category for all outcomes having the greatest Medicare costs during 1 year of follow-up.

Conclusions

Integrating arrhythmia data from ambulatory ECG monitoring into clinical risk models allows for better prediction of healthcare utilisation and cost in both treated and untreated patients at high risk for HF and stroke events.

Diagnostic accuracy of strain and strain rate imaging detecting coronary artery disease in a stable chest pain population: a prospective diagnostic accuracy study

Por: Akay Caglayan · H. · Kjonas · D. · Kornev · M. · Iqbal · A. · Jazbani · M. · Rösner · A.
Objectives

Coronary artery disease (CAD) is a major cause of morbidity and mortality worldwide, and detecting CAD in stable chest pain patients is challenging but crucial for early intervention. Strain and strain rate (S/SR) imaging offers a non-invasive method to assess myocardial function and detect coronary stenosis before symptoms occur. In this study, we aimed to demonstrate how effectively and accurately resting strain echocardiography can diagnose CAD.

Design

We conducted a prospective diagnostic accuracy study of patients with chest pain who were referred for CT coronary angiography (CCTA).

Setting

Single-centre study conducted in the University Hospital of North Norway in Tromsø, Norway between 2016 and 2021.

Participants

A total of 510 patients with chest pain were included in the present study.

Baseline measures

Echocardiography examination with S/SR imaging was performed.

Outcome measures

Echocardiography findings were compared with CCTA and coronary angiography findings. A novel scoring model incorporating S/SR parameters was developed to assess diagnostic accuracy.

Results

In this study, we showed that receiver operating characteristic curve analysis of early diastolic strain rate (SRe), systolic strain rate (SRs) and peak longitudinal strain (PLS) has high sensitivity and specificity with area under the curve (AUC) scores: SRe, 0.91; PLS, 0.81; SRs, 0.71 in identifying patients undergoing coronary artery bypass graft (CABG). However, these parameters showed lower sensitivity and specificity with AUC scores: SRe, 0.580; SRs, 0.539; PLS, 0.552 in detecting patients undergoing percutaneous coronary intervention (PCI).

Conclusions

Our study emphasises the potential of S/SR imaging in detecting CAD, particularly in high-risk CABG patients. However, its diagnostic utility in PCI patients is limited. Our study highlights the need for comprehensive approaches in coronary disease prediction.

Surgical versus non-surgical management of orbital fractures: study protocol for evidence generation of a prospective multicentre observational cohort registry

Introduction

There remains little consensus or guidelines for the clinical management of traumatic orbital fractures (OFx). The OFx Registry aims to increase real-world clinical evidence for the treatment of OFx via prospective, multicentre, international data collection. The primary objectives of this observational cohort study are (1) to document current treatment practices for and (2) to assess the outcomes of surgical and non-surgical treatment of orbital floor and/or medial wall fractures.

Methods and analysis

Approximately 300 adult patients presenting with a displaced OFx in the orbital floor and/or medial wall will be enrolled prospectively over a recruitment period of ~36 months. All eligible patients treated either surgically or non-surgically as per routine standard of care will have follow-up assessments at 6 weeks, 3 months and 6 months post-treatment. Demographic data, injury details, treatment details and outcome measures will be documented in a cloud-based database. Outcome measures include clinical outcomes (eg, diplopia, extraocular motility, and condition of the eyelid, globe and soft tissues), radiological outcomes from collected images, patient-reported outcomes (eg, Diplopia Questionnaire and the newly developed AO Craniomaxillofacial (CMF) Injury Symptom Battery) and complications. A statistical analysis plan will be prepared before final analysis summarising the descriptive statistics to be used for data assessment. Appropriate research questions and statistical tests may be applied additionally, depending on the availability and quality of data collected.

Ethics and dissemination

Ethics approval was obtained before patients were enrolled at each participating site. Patient enrolment followed an informed consent process approved by the responsible ethics committee. Peer-reviewed publications are planned to disseminate the study results.

Trial registration number

NCT03887988.

Skin evaluation of turmeric/epigallocatechin-3-gallate emulgel for skin irritation and sensitisation effects in healthy Thai participants (TULIP): a protocol for a randomised, double-blind, placebo-controlled trial

Por: Yeerong · K. · Ampasavate · C. · Rayanakorn · A. · Chuamanochan · M. · Tovanabutra · N. · Na Takuathung · M. · Koonrungsesomboon · N.
Background

Evaluating skin reactions is crucial in topical product development. Turmeric/epigallocatechin-3-gallate (EGCG) emulgel demonstrates therapeutic potential for cutaneous diseases, warranting further investigation in human studies. The Human Repeat Insult Patch Test (HRIPT) of skin irritation and sensitisation potential caused by the turmeric/EGCG emulgel is designed to evaluate the safety of the investigational product in healthy volunteers prior to conducting the efficacy study in patients with dermatological diseases.

Methods and analysis

60 healthy Thai volunteers will be enrolled in this single-centre, double-blind HRIPT pilot clinical trial to evaluate skin irritation and sensitisation potential caused by turmeric/EGCG emulgel. Primary endpoints include the number and proportion of participants exhibiting skin irritation and sensitisation, while secondary endpoints focus on the frequency and severity of adverse events. The study will comprise a screening period, a 3-week induction phase, a 2-week rest phase and a 1-week challenge phase. Fully occlusive adhesive patches containing study products will be applied to participants’ backs 10 times. Skin irritation will be assessed using the Draize dermal irritation scoring system, and skin sensitisation will be evaluated using the International Contact Dermatitis Research Group scoring system.

Ethics and dissemination

The Research Ethics Committee of the Faculty of Medicine, Chiang Mai University, approved this study protocol and related documents on 6 March 2025 (Ref. No. 108/2025).

Trial registration number

TCTR20250317007.

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