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.
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.
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.
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.
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.
Evidence-Based Practice (EBP) is essential to healthcare quality and safety, integrating scientific evidence with clinical expertise and patient preferences. Despite its importance, EBP implementation still faces major challenges. Educational interventions have proven effective in strengthening EBP competencies among healthcare.
To evaluate the impact of a personalized educational intervention on EBP competencies among healthcare professionals. Working at a private tertiary general hospital, comparing performance before and after the intervention.
A randomized controlled trial involving healthcare professionals was conducted. Eligible and consented participants were randomly assigned to either an Intervention Group (IG) receiving an Evidence-Based Practice (EBP) course or a Control Group (CG) not receiving the course, stratified by job level, role, and work shift. From the completers, 18 participants were randomly selected for the IG, and all 7 available CG participants were included in the final sample for analysis. All study participants completed two validated instruments: the Assessing Competencies in Evidence-Based Medicine (ACE) and the Fresno Test. The educational intervention consisted of a seven-week course with weekly three-hour sessions, for a total of 21 h. Comparative analyses were conducted using a Linear Mixed Model, adjusted for educational level, job level, time working at the hospital, and weekly workload.
A statistically significant increase in general EBP knowledge was observed in the IG following the intervention, with a mean gain of 19.1%. Separate analysis showed improvements of 10.8% in ACE and 24.2% in Fresno Test scores. No statistically significant changes were observed in the CG. Furthermore, after the intervention, the IG outperformed the CG for both general EBP knowledge and Fresno Test scores on both pre- and post-intervention comparisons.
The educational intervention had a positive statistically significant impact on EBP knowledge and skills among healthcare professionals in the IG compared to the CG. These findings underscore the potential of structured educational initiatives to enhance the quality of clinical practice through improved EBP competencies.
UTN U1111-1322-8443
To determine whether a novel urine collection device (the ‘Pee-in-Pot (PiP)’) produces the same rates of reportable urine culture results as standard of care (SOC) urine collection. To determine whether the PiP produces comparable microscopy results to SOC urine collection. To estimate the carbon footprint of the PiP compared to SOC urine collection.
A prospectively designed, single-centre, paired comparison study.
A district general hospital in Southwest England, including antenatal clinical, accident and emergency, medical and surgical ward environments.
Adults aged 18 or over.
Urine passed through the PiP device before being decanted into a 10 mL boric acid tube for microscopy and culture, compared with the same urine contained only in a sterile plastic vessel before being decanted into a boric acid tube for microscopy and culture.
The proportion of positive urine culture results.
The proportion of heavy mixed growth culture results. Comparison of particle counts: all small particles, bacteria, red blood cells and white blood cells.
Microscopy was performed for 1353 paired samples, of which 808 paired samples both underwent culture. Overall, urine cultures were positive in 9.3% (75/808) and 10.0% (81/808) of PiP and control cases, respectively. Overall matching between PiP and control arms for reportable positive culture results was 98.5% (796/808), with a Cohen’s Kappa test coefficient () of 0.9149 (almost perfect agreement). There was no significant difference in the rate of positive urine culture results between testing arms for any organisms (margin of non-inferiority prospectively defined as ±2.5% for Escherichia coli positive cultures). For microscopy, there was agreement in meeting culture thresholds for 1308 of 1353 paired samples with a difference in culturing rates of 0.00517 (95% CI –0.0045 to 0.015, ie, high level of agreement). The estimated base case carbon footprint of PiP testing was 95g CO2e compared to 270g CO2e for SOC testing.
This study found the PiP to be non-inferior for routine urine microscopy and culture testing and to have a lower carbon footprint compared with SOC urine testing.
Commentary on: Tong, F., Wang, Y., Gao, Q., Zhao, Y., Zhang, X., Li, B., & Wang, X. (2024). The epidemiology of pregnancy loss: global burden, variable risk factors, and predictions. Human Reproduction, 39(4), 834-848.
Implications for practice and research Development of preventive measures for pregnancy loss from policy makers in countriesof concern. Investigation of minority women across underrepresented countries to determine causesand trends of pregnancy loss.
Pregnancy loss carries significant healthcare challenges to individuals, certain regions and the world at large. Pregnancy loss is defined as the spontaneous end of a pregnancy before the fetus has reached viability and encompasses all losses from conception until 20–24 weeks Dimitriadis E,
This study aimed to investigate factors influencing the acceptance of smartphone applications among high-risk pregnant women in the Lao People's Democratic Republic to support continuous care.
An explanatory sequential mixed-methods design.
The quantitative phase included 167 high-risk pregnant women recruited from four tertiary hospitals in Vientiane, Lao PDR. Validated questionnaires were used to measure demographics, digital technology usage, eHealth literacy and anxiety. Data were analysed using descriptive statistics and multiple regression analysis. In the qualitative phase, in-depth interviews with 20 women were conducted to further explore experiences, perceptions and barriers related to smartphone application usage. Interviews were analysed via direct content analysis.
Quantitative findings indicated that smartphone application acceptance was significantly predicted by eHealth literacy (B = 1.53, 95% CI 1.22–1.84, p < 0.001) and pre-existing non-communicable diseases (B = 4.39, 95% CI 1.05–7.73, p = 0.010). Anxiety negatively impacted acceptance (B = −0.28, 95% CI −0.51 to −0.05, p = 0.019). The model explained 53.9% of the variance in smartphone application acceptance (R 2 = 0.539). Qualitative findings highlighted four key themes: awareness of pregnancy risks, unclear health information, perceived benefits of smartphone applications including accessibility and emotional reassurance and practical barriers such as internet costs and limited digital literacy.
Positive perceptions of smartphone applications regarding accessibility and reassurance were observed, alongside significant barriers, such as limited digital literacy and internet costs. Addressing these factors may enhance the adoption and effective utilisation of digital health technologies among high-risk pregnant populations.
No patient or public contribution.
Migration is a complex global phenomenon, with millions of people relocating each year driven by various social or personal reasons. Among them, refugees and asylum seekers form a particularly vulnerable subgroup, often forced to escape conflicts, persecution or life-threatening conditions. Most mental health assessment tools, originally developed in high-income countries and validated primarily in Western populations, may lack the cultural validity needed for this demographic. The primary objective is to systematically review and synthesise the psychometric properties and cultural validity of mental health assessment tools validated for refugees and asylum seekers. Secondary objectives are to (a) identify the range of mental health symptoms these tools assess and (b) describe the geographical coverage in terms of the regions of origin and host countries where tools have been validated.
Reported in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 guidelines, the review will conduct searches across different databases (ie, MEDLINE, Embase, Web of Science Core Collection, Cochrane Central Register of Controlled Trials, PsycINFO, Global Index Medicus, CINAHL and Scopus), from inception to January 2025, with no restrictions on language. We will include validation, adaptation or diagnostic accuracy studies, as well as any other study design that reports at least one psychometric property of a mental health assessment tool. Two pairs of reviewers will screen, extract and appraise each study independently. Methodological quality will be assessed with the COSMIN (COnsensus-based Standards for the selection of health Measurement INstruments) Risk-of-Bias checklist for measurement studies and QUADAS-2 (Quality Assessment of Diagnostic Accuracy Studies-2) for diagnostic accuracy studies; the certainty of the evidence per property will be graded using the COSMIN-GRADE (Grading of Recommendations Assessment, Development, and Evaluation) approach. Narrative synthesis will be performed for all properties; where appropriate, meta-analyses will pool Cronbach’s α (Fisher-Z), intraclass correlations and sensitivity/specificity estimates using random-effects models. Inconsistency will be explored with subgroup analyses and meta-regressions; publication bias will be investigated with funnel plots and Egger’s test when ≥10 studies are available.
Ethical approval is not required for this systematic review, as no empirical data will be collected. Results will be disseminated through a peer-reviewed publication in a scientific journal and presented at relevant conferences.
CRD42024510901.
Whereas diabetes-related stigma is increasingly recognized as a barrier to diabetes management, little is known about this social phenomenon in collectivist African settings. The purpose of this study was to examine diabetes-related stigma among adults with type 2 diabetes (T2D) in Ghana, highlighting behavioral and psychological mechanisms underpinning the impact of stigma on hemoglobin A1C.
Cross-sectional analytical design.
Adults with T2D (n = 190), seeking care at a tertiary hospital in Ghana, were recruited. A battery of questionnaires assessing psychological (diabetes-related stigma, depression, anxiety, diabetes distress) and behavioral constructs (diabetes concealment and diabetes self-management) were administered. Venous blood samples were obtained for A1C assessment. A latent variable, “adverse psychological outcomes” comprising anxiety, depression, and diabetes distress, was derived and validated using confirmatory factor analysis. Structural equation modeling was used to test multiple psychological and behavioral pathways through which stigma was associated with A1C.
Participants had an average age of 59.44 (SD = 10.7) years, were mostly female (70.5%, n = 134), and had T2D diagnosis for a median of 14.5 years. We found significant indirect effects of T2D stigma on HbA1c through adverse psychological outcomes alone (β = 0.16; 95% CI: 0.01, 0.32, p = 0.038), as well as the combination of adverse psychological outcomes and self-management behaviors (β = 0.16; 95% CI: 0.001 to 0.32, p = 0.048). We also found that the association between T2D stigma and diabetes self-management was fully mediated by adverse psychological outcomes, and participants who conceal their diabetes tend to report greater adverse psychological outcomes.
We note that adverse psychological outcomes play a central role in how T2D stigma is associated with HbA1c. Our findings provide preliminary insight into potential aspects of diabetes that may be targeted in future stigma-reduction interventions.
Our results do provide some indication that addressing mental health issues in individuals with T2D may be an effective intervention strategy in curtailing the adverse clinical effects of T2D stigma. Additionally, our results highlight the importance of incorporating mental health care as part of routine diabetes management in Ghana and other similar African countries where mental health issues are often not prioritized by the healthcare system.
by Malik Hamrouni, Ayushman Gupta, Sophie Middleton, Sabrina Prosper, Theresa Harvey-Dunstan, Joanne Porte, Tricia M. McKeever, Ian P. Hall, Charlotte E. Bolton
AimsTo characterise symptoms, function and patient-reported outcome measures (PROMs), and identify associated factors in adults with persisting respiratory symptoms post-COVID.
MethodsCross-sectional analysis of 210 non-hospitalised adults referred to a post-COVID respiratory clinic (December 2020-July 2024) who consented to research. Assessments included demographics, symptoms, lung function, chest CT, and several PROMs: MRC dyspnoea score, Nijmegen Questionnaire score (NQ), Hospital Anxiety and Depression Scale, Chalder Fatigue Scale, Short Physical Performance Battery (SPPB) and Fried Frailty Index. Multivariate logistic regression examined key exposure-outcome associations.
ResultsAmong participants (mean age 49.4 years; 68% female; median 13.3 months since COVID-19 diagnosis), 95% reported shortness of breath, 54% had clinically significant breathlessness (MRC ≥ 3), 68% had an NQ score (>23) consistent with dysregulated breathing, 32% had a low SPPB score ( Conclusion
In non-hospitalised patients with persistent respiratory symptoms post-COVID, dysregulated breathing, deconditioning and psychological distress were key factors linked with symptom burden. These findings suggest a multidisciplinary approach should be considered to optimise recovery.
by Patcharaporn Charoenrit, Pimjai Niparuck, Porpon Rotjanapan
There are no definitive clinical practice guidelines regarding the necessity and dosage of trimethoprim–sulfamethoxazole (TMP/SMX) prophylaxis for Pneumocystis jirovecii pneumonia (PJP) in individuals undergoing rituximab therapy. This retrospective study evaluated the effectiveness and safety of various TMP–SMX prophylactic dosing regimens over a 1-year period in 690 patients with non-Hodgkin lymphoma treated with rituximab at a university hospital in Thailand from 2013 to 2022. Out of these patients, 622 (90.1%) received TMP/SMX, with a mean duration of prophylaxis of 265.7 days (SD 85.66). The overall incidence of PJP was 1% (7 patients), which was significantly higher in the non-prophylaxis group (5.8%, 4 patients) compared to the prophylaxis group (0.6%, 3 patients). No cases of PJP occurred among those receiving standard prophylaxis or a single-strength tablet every other day, three times a week. However, instances in the prophylaxis cohort were reported in patients who took two single-strength tablets twice daily, twice a week. Prophylaxis resulted in a significant reduction in the one-year incidence of PJP, with a hazard ratio of 0.105 (95% CI: 0.023–0.469). Mild adverse reactions were noted in 3.05% of patients, all of whom recovered. These findings suggest that TMP/SMX prophylaxis was associated with a lower incidence of PJP and was well tolerated. Future studies should explore optimal dosing strategies while considering patient selection bias and concurrent immunosuppressive therapy.To assess the acceptability and adoption of multiparameter point-of-care testing (POCT) devices for the diagnosis and management of non-communicable diseases (NCDs) at the primary healthcare level in a resource-limited region of Peru.
Qualitative case-control process evaluation.
Eight primary healthcare facilities in northern Peru, including both urban and rural centres, where routine chronic care and laboratory services are provided.
Sixty-three participants: 36 patients, 12 laboratory technicians, 10 healthcare professionals and five facility heads. Eligible patients were ≥18 years, residing in the catchment area, with or without prior NCD diagnoses. Healthcare workers, including physicians, nurses, laboratory staff and facility managers.
Multiparameter POCT devices were installed in four intervention facilities, accompanied by staff training and community awareness activities, while four control facilities continued with conventional laboratory diagnostics.
Primary outcome: perceptions of patients and healthcare workers regarding the acceptability and adoption of POCT devices. Secondary outcomes: identification of facilitators and barriers to implementation, including infrastructure, supply chains and training gaps.
(1) Individuals: POCT was valued for speed and comfort, but concerns over accuracy were mentioned. (2) Intervention characteristics: laboratory staff valued POCT’s practicality in emergencies, but noted limitations in handling multiple samples. (3) Outer setting: urban centres outperformed rural facilities, with more staff and longer operating hours. (4) Inner setting: calibration gaps impacted POCT and conventional test reliability, requiring quality control and training. (5) Process: clear staff communication boosted patient confidence in POCT, but inconsistent training could lead to reliability doubts.
Multiparameter POCT devices show promise for enhancing NCD care in resource-limited primary healthcare settings, particularly in rural areas. However, their sustainability depends on broader health system reforms, including reliable supply chains, expanded training and stronger quality assurance mechanisms. Further research should examine strategies for embedding POCT within national regulatory and policy frameworks.
by Hanna Klimza, Bartosz Zakrzewski, Andrzej Porębski, Małgorzata Wierzbicka
ObjectivesAdjuvant intralesional administration of bevacizumab has shown promising effects in the management of recurrent respiratory papillomatosis (RRP). However, the optimal therapeutic parameters remain undefined. This prospective study aimed to compare the efficacy of two distinct intralesional bevacizumab administration protocols following surgical resection of RRP.
MethodsBetween 15/09/2023 and 31/12/2024, adult patients with RRP were enrolled in a prospective research study. Participants were allocated to one of two bevacizumab administration protocols, delivered intralesional during direct microlaryngoscopy and CO₂ laser excision. Disease severity was assessed using the Derkay, Dikkers and Numerical scoring systems, as well as the Voice Handicap Index (VHI), at baseline and at 8-week intervals.
ResultsBoth treatment regimens were associated with reduction in disease burden and improved voice outcomes. No statistically significant differences in disease control were observed between the two administration protocols.
ConclusionThis study indicates that both dosing regimens of bevacizumab were effective as an adjunctive therapy of recurrent respiratory papillomatosis. The higher intralesional doses of bevacizumab are relatively safe and well tolerated in adult patients with laryngeal RRP. Further studies with extended follow-up are warranted to define long-term efficacy and optimal dosing strategies.
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.To critically appraise and synthesise the evidence about the effects and experiences of care models and interventions to improve person-centred care for older people in long-term care facilities.
A mixed methods systematic review, following the Joanna Briggs Institute guidance and the Preferred Reporting Items for Systematic Reviews and Meta-Analyses.
MEDLINE, PubMed, CINAHL, PsycINFO, Embase, Web of Science, Cochrane Library, and Thaijo were searched to identify relevant primary research published in English and Thai from January 2000 to February 2024.
All relevant primary research with quantitative, qualitative, and mixed methods design was included. A convergent synthesis approach was used to synthesise and integrate findings.
4070 records were identified, of which 30 studies were retained: 12 quantitative, nine qualitative, and nine mixed methods studies. The evidence revealed five themes: (1) personalised preference, social engagement, and well-being; (2) autonomy and dignity; (3) a home-like environment; (4) family involvement and satisfaction; and (5) organisational and staff support.
This review indicated that person-centred care models and interventions could improve residents' quality of life, autonomy, and promote individual care provision, create an environment based on individual needs, and involve families in care, although challenges such as staff shortages and lack of managerial support may hinder successful implementation. Future work is required to evaluate and identify effective strategies to strengthen organisational support, including leadership development, staff retention, and resource allocation, and evaluate how organisational culture influences the adoption and success of person-centred care practices.
The review provides valuable insights and a comprehensive understanding of the care models and interventions specifically designed to improve person-centred care and enhance the quality of life for older people in long-term care facilities.
Not applicable.
The protocol was registered with the PROSPERO (CRD42024509504)
To identify: (1) current evidence and gaps of PhD program components influencing PhD students' career outcomes; and (2) methods and tools used to assess the relationships between PhD program components and career outcomes.
PRISMA scoping review.
Search terms included PhD nursing students, PhD education, PhD-prepared nurse, PhD in nursing, nursing faculty, and assistant professor. Studies empirically assessing PhD program components and career outcomes (e.g., desires, attitudes, actual employment) were included. Two researchers conducted screening, data extraction, and inductive content analysis.
PubMed, Scopus, and CINAHL in October 2025, without year and geographic location restrictions.
The search yielded 379 studies. After title, abstract, and full-text screening, 13 studies were included. Analysis resulted in 10 factors spanning four categories: program preparation, readiness and satisfaction, impressions of the faculty role, and program support.
Experiences in the PhD program likely influence students' desire to pursue academia. While this review synthesized influential factors, given significant gaps in the literature, there are likely more factors influencing student career desires. A more robust understanding of the factors during the PhD program which influence career outcomes is needed.
This study did not include patient/public involvement in design, conduct, or reporting.
To estimate the population-level incidence of emergency department (ED) visits for violent behaviour, identify associated factors and quantify the contribution of people presenting to ED for violent behaviour on the total number of ED visits for mental health problems.
Retrospective cohort study.
Regional healthcare authority serving a population of 1.2 million in Romagna, Italy, January 2022 to December 2023.
871 119 residents (70% of the regional population; 55.6% female) alive on 1 January 2022 with data on comorbidities. Participants were followed until 31 December 2023 with censoring at death.
Primary outcome: incidence of ED visits for violent/homicidal. Factors associated with violent ED visits were examined. Secondary outcome: quantification of the contribution of people presenting to ED for violent behaviour on the total number of ED visits for any mental health problem.
286 individuals (76.9% male) had 573 ED visits for violent behaviour, representing 4.2% of all psychiatric ED visits with an annual incidence rate of 3.48 per 10 000 person-years (95% CI 3.21 to 3.78). Male sex was associated with violent behaviour (OR 3.85, 95% CI 2.60 to 5.70; OR 4.64, 95% CI 3.12 to 6.92 among mental health service users). High comorbidity and prior mental health service use increased the risk. Having an ED visit for violent behaviour was associated with higher odds (OR 10.9, 95% CI 8.02 to 14.96) and higher incidence rate (incidence rate ratio 1.51, 95% CI 1.35 to 1.69) of psychiatric ED visits for other mental health problems.
ED visits for violent behaviour occur at relatively low population rates but predominantly affect high-risk groups: males with prior mental health service contact and either minimal or very high comorbidity. These findings supported the need for tailored interventions that address both the immediate risk of violence and underlying mental health issues, especially for high-risk groups.
by Nitchawan Jongrakthanakij, Thanavadee Prachason, Nida Limsuwan, Komsan Kiatrungrit, Masatha Thongpan, Passaporn Lorterapong, Pattarabhorn Wisajun, Sudawan Jullagate
BackgroundRaising a child with Attention-Deficit/Hyperactivity Disorder (ADHD) is associated with significant parental stress. However, the complex relationships between factors in the child and family in shaping this stress are not well understood. This study aimed to elucidate these interrelationships and identify the key determinants of parental stress.
MethodsA cross-sectional study included 127 children and adolescents with ADHD (70.9% males; mean age 9.6 ± 3.3 years) and their caregivers, recruited from the ADHD Registry at Ramathibodi Hospital, Bangkok (2019–2023). Caregivers completed standardized measures of parental stress, child ADHD symptoms, child functional impairment, family functioning, and parental ADHD symptoms. Structural equation modeling was used to examine pathways from child and parental ADHD symptoms to parental stress, with functional impairment and family functioning specified as mediators.
ResultsExamining child- and family-related factors separately, child ADHD symptoms indirectly influenced parental stress via functional impairment, whereas parental ADHD symptoms significantly influenced parental stress both directly and indirectly via family functioning. In the integrated model examining both child- and family-related factors concurrently, the direct and indirect pathways from parental ADHD symptoms to parental stress via family functioning remained significant, but not the pathway from child ADHD symptoms to parental stress via functional impairment.
ConclusionsFunctional impairment, parental ADHD, and family functioning, rather than child ADHD symptoms, are key determinants of parental stress in families of children with ADHD. These factors should be routinely assessed and targeted to alleviate parental stress more effectively than focusing on child ADHD symptoms alone.
by Annyi Tatiana Belalcazar, Valeria Monroy Lasso, José Darío Álvarez Herazo, Ana Clarete, Roger Figueroa-Paz, Duban Maya-Portillo, Julio Diez-Sepúlveda
BackgroundThe Shock Index (SI) is a validated prognostic tool in conditions such as severe trauma and obstetric hemorrhage. During the COVID-19 pandemic, it was used to identify patients at higher risk of clinical deterioration, but results have been inconsistent. This study aimed to evaluate the prognostic value of the SI and its variants in predicting mortality, need for mechanical ventilation, and hospital length of stay in patients with moderate COVID-19.
Methods and findingsThis longitudinal analytical observational study was conducted at a high-complexity hospital in southwestern Colombia and included adults over 18 years of age with moderate COVID-19 treated between 2020 and 2022, using data from the institutional RECOVID registry. A total of 283 patients were analyzed (median age: 61 years; 58.7% male), with cardiovascular and renal comorbidities being predominant. On admission, vital signs were stable (NEWS2: 3.0; shock index: 0.7). ICU admission was required in 29.3% of cases, and overall mortality was 12%. ROC curves and diagnostic accuracy parameters were used to assess the discriminatory ability of the SI and its variants. Most SI variants showed low discriminatory power (AUC Conclusions
Early identification of patients at risk for complications in moderate COVID-19 is essential for optimizing hospital resources. The shock index and its variants showed limited utility as standalone predictors for mortality, ICU admission, and hospital length of stay. Combining SI with other clinical parameters may offer some benefit, but heterogeneity limits generalizability. Future studies should develop and prospectively validate multivariable models integrating clinical, laboratory, and imaging biomarkers.