Despite publishing and securing research grants being obligatory in research universities, the literature on the factors influencing academic productivity is relatively scarce. Thus, in this study, we aimed to determine the personal and behavioural-related factors that influence the culture of publishing and securing research grants among academicians with lower research-related performance. This cross-sectional study was conducted among 49 academic staff members of Universiti Kebangsaan Malaysia (UKM). A self-administered questionnaire consisting of personal, attitude and behavioural (barriers, perceived stress scale, work extrinsic and intrinsic motivation scale, psychological well-being scale, and basic needs satisfaction scale) questions were distributed during a workshop and online. Simple linear regression (SLR) analyses were performed for each variable, followed by multiple linear regression (MLR) to identify the associated factors of research output. After adjusting for covariates, having a doctoral degree (β=0.396, 95% CI=0.221-2.146, p<0.05) and integrated regulation (β=0.574, 95% CI=0.036-3.612, p<0.05) were found to be associated with research grant acquisition (R2=0.273). Moreover, increasing age (β=0.426, 95% CI=0.088-0.397, p<0.05), living alone (β=0.331, 95% CI=0.944-6.626, p<0.05), having a doctoral degree (β=0.248, 95% CI=0.174-6.747, p<0.05), environmental mastery (β=0.318, 95% CI=0.013-0.347, p<0.05), self-acceptance (β=0.284, 95% CI=0.010-0.242, p<0.05), satisfaction incompetence (β=0.273, 95% CI=0.001-0.200, p<0.05) and relatedness (β=0.280, 95% CI=0.001-0.116, p<0.05) were found to be the factors that influence the publications produced among participants (R2 =0.423). The findings of this study could be used by management to formulate effective strategies to increase the productivity of academics in their research-related performance.

Objective To explore an artificial intelligence (AI)-based method for automated hand hygiene monitoring and to compare the effectiveness of three algorithms (UniFormerV2, TDN, C3D) in recognizing hand hygiene steps in surgical settings, thereby aiding hospital infection control. Methods From April to October 2024, we non-invasively collected 641 video recordings of healthcare staff performing hand hygiene at four-bay scrub sinks in two tertiary hospitals using overhead HD cameras. The dataset was annotated by five trained experts for model training and validation. Results Following training on 385 samples, internal validation (n=119) showed the C3D model achieved 81% accuracy, 87% recall, and an 83% F1-score. The TDN model achieved 93%, 91%, and 92% for the same metrics. The UniFormerV2 model outperformed both, with an accuracy, recall, and F1-score of 93%—an improvement of over 10 percentage points compared to traditional CNNs (TDN, C3D). It also achieved an 84% accuracy in external validation, demonstrating strong generalization. Conclusion The UniFormerV2 model is more accurate than CNN-based models for hand hygiene step recognition and shows robust performance in external validation. It presents a viable tool for healthcare facilities to enhance hand hygiene management, ultimately improving medical quality and patient safety.

AIM:To compare and analyze the effectiveness and safety of reducing the diameter of the back optical zone diameter(BOZD)of orthokeratology lens designed by CRT and VST in controlling the progression of myopia in children and adolescents.METHODS:Retrospective study. The study subjects were 400 myopia patients aged 8-16 years who were admitted to the orthokeratology fitting center of our hospital from June 2019 to May 2022, with 400 eyes(including right eye data analysis). The subjects were divided into CRT-S group(BOZD<6.0 mm), CRT group(BOZD=6.0 mm), VST-S group(BOZD<6.2 mm), VST group(BOZD=6.2 mm)according to the brand of orthokeratology lens and BOZD group, with 100 cases in each group. Uncorrected visual acuity(UCVA), corneal flat K value, axial length, spherical equivalent, and incidence of corneal injury were collected and analyzed at 1 d, 1 wk, 1 and 6 mo, 1 and 2 a, respectively.RESULTS:After wearing lenses for 1 d, the UCVA of the VST-S group improved the fastest, but after 1 wk, all groups reached a good UCVA, and there was no significant difference between groups. The corneal flat K value of the CRT-S group decreased the most after wearing lenses for 6 mo, and there was no significant difference in the corneal flat K value of all groups after 1 year of lens wearing. At each time point, the axial length growth decreased significantly after reducing the BOZD of the same brand of orthokeratology lens. At 6 mo, there was no significant difference in the axial length growth and defocus ring diameter between the CRT-S group and the VST-S group, but at 1 and 2 a, the VST-S group had significantly lower axial length growth and defocus ring diameter than the CRT-S group. The growth of the diopter sphere and spherical equivalent(SE)was significantly reduced when the BOZD of the same brand of orthokeratology lens was reduced at 2 a follow-up. The VST-S group had the smallest changes in the degree of SE and had the best myopia control effect. There was no significant difference in the change value of the diopter cylinder and the incidence of corneal injury among the four groups.CONCLUSION:Reducing the BOZD of the orthokeratology lens can effectively control the growth of the axial length and the progression of myopia degree. The myopia control effect of the VST lens is better than that of the CRT lens after reducing the BOZD. Reducing the BOZD of the orthokeratology lens does not increase the risk of additional corneal injury.

AIM:To compare and analyze the effectiveness and safety of reducing the diameter of the back optical zone diameter(BOZD)of orthokeratology lens designed by CRT and VST in controlling the progression of myopia in children and adolescents.METHODS:Retrospective study. The study subjects were 400 myopia patients aged 8-16 years who were admitted to the orthokeratology fitting center of our hospital from June 2019 to May 2022, with 400 eyes(including right eye data analysis). The subjects were divided into CRT-S group(BOZD<6.0 mm), CRT group(BOZD=6.0 mm), VST-S group(BOZD<6.2 mm), VST group(BOZD=6.2 mm)according to the brand of orthokeratology lens and BOZD group, with 100 cases in each group. Uncorrected visual acuity(UCVA), corneal flat K value, axial length, spherical equivalent, and incidence of corneal injury were collected and analyzed at 1 d, 1 wk, 1 and 6 mo, 1 and 2 a, respectively.RESULTS:After wearing lenses for 1 d, the UCVA of the VST-S group improved the fastest, but after 1 wk, all groups reached a good UCVA, and there was no significant difference between groups. The corneal flat K value of the CRT-S group decreased the most after wearing lenses for 6 mo, and there was no significant difference in the corneal flat K value of all groups after 1 year of lens wearing. At each time point, the axial length growth decreased significantly after reducing the BOZD of the same brand of orthokeratology lens. At 6 mo, there was no significant difference in the axial length growth and defocus ring diameter between the CRT-S group and the VST-S group, but at 1 and 2 a, the VST-S group had significantly lower axial length growth and defocus ring diameter than the CRT-S group. The growth of the diopter sphere and spherical equivalent(SE)was significantly reduced when the BOZD of the same brand of orthokeratology lens was reduced at 2 a follow-up. The VST-S group had the smallest changes in the degree of SE and had the best myopia control effect. There was no significant difference in the change value of the diopter cylinder and the incidence of corneal injury among the four groups.CONCLUSION:Reducing the BOZD of the orthokeratology lens can effectively control the growth of the axial length and the progression of myopia degree. The myopia control effect of the VST lens is better than that of the CRT lens after reducing the BOZD. Reducing the BOZD of the orthokeratology lens does not increase the risk of additional corneal injury.

Objective: Stigma influences perceptions of mental illness and novel diseases like coronavirus disease-2019 (COVID-19), often impeding healthcare access despite advancements in medical treatment. This study compares the stigma associated with COVID-19 and mental illness to identify factors that could help reduce stigma. Methods: An online survey was conducted in May 2023 among 1,500 participants aged 19 to 65 in South Korea, using a panel from Embrain, an online survey service. The survey assessed stigma and distress related to COVID-19 and mental illness using a validated questionnaire. It collected demographic and clinical data, evaluated COVID-19-related stigma, fear, and knowledge, and measured prejudice and attitudes toward psychiatric treatment. Personality traits were assessed using the Big Five Inventory (BFI)-10. Factors significantly associated with stigma scores were entered into linear regression analysis. Results: COVID-19-related stigma scores were significantly negatively correlated with knowledge of COVID-19 and positively correlated with fear of infection and age. Individuals with a history of COVID-19 infection had significantly lower scores on COVID-19-related stigma. Similarly, mental illness stigma was negatively correlated with knowledge of psychiatric treatment and positively correlated with age, as well as conscientiousness and neuroticism in the BFI. Personal experience with individuals with mental illness was associated with significantly lower stigma scores. Conclusion This study suggests that the mechanism-making stigma was similar in cases of traditional mental illness and a novel infectious disease. Both cognitive and experiential factors influence stigma. Educating the public about the disease and enabling interactions with affected individuals emerge as effective strategies for stigma reduction.

Objective: This study investigated how educational levels modify the relationship between the standard deviation of NN intervals (SDNN) of heart rate variability and the development of post-traumatic stress disorder (PTSD). Methods: Participants with physical injuries were enrolled from a trauma center and monitored over two years. Initial assessments included SDNN and educational attainment, along with socio-demographic and clinical variables. PTSD diagnoses were made at 3, 6, 12, and 24 months post-injury using the Clinician-Administered PTSD Scale for DSM-5.Logistic regression analyses were conducted. Results: Of the 538 participants, 58 (10.8%) developed PTSD during the follow-up period. A significant interaction effect was observed: lower SDNN was significantly linked to PTSD in individuals with higher education, but not in those with lower education. Conclusion The study identified education-dependent associations between SDNN and PTSD development, emphasizing the importance of tailored PTSD prevention strategies that consider both SDNN and educational levels.

Background: Achieving optimal glucose control is essential in the management of type 2 diabetes (T2D). This study aimed to evaluate the effectiveness and safety of oral quadruple combination therapy for the treatment of T2D. Methods: This meta-analysis reviewed original research on oral quadruple combination therapy for T2D, including both experimental and observational studies with a minimum duration of 12 weeks. The primary endpoint was the change in glycated hemoglobin (HbA1c) from baseline to follow-up. The secondary endpoint was the incidence rate of adverse events. Two investigators independently extracted data and assessed the risk of bias. Outcomes were pooled as the standardized mean difference (using Hedge’s g) and the risk ratio for adverse events in random-effects meta-analyses. Results: The meta-analysis included 17 studies. Oral quadruple combination therapy resulted in an additional mean reduction in HbA1c levels of 1.1% in patients who did not achieve glycemic control with oral triple combination therapy. Compared with switching to injectables, such as insulin or a glucagon-like peptide-1 receptor agonist–containing regimen, this therapy was non-inferior, even demonstrating a slightly superior glucose-lowering effect. Furthermore, it was determined to be safe, with an adverse event rate of 0.25, indicating no significant difference in safety compared with adding a placebo or switching to an injectable-containing regimen. Conclusion Oral quadruple combination therapy is a valid option for patients with T2D who are unable to achieve glycemic targets with oral triple combination therapy, offering both effective glycemic control and a favorable safety profile.

Digital therapeutics (DTx) are emerging as a transformative innovation in healthcare offering evidence-based digital interventions for the treatment, management, and prevention of various diseases and disorders. In Korea, DTx have gained significant attention as potential solutions to the increasing burden of chronic diseases and mental health conditions. However, the Korean DTx market faces several challenges that hinder its widespread adoption and integration into the national healthcare system. This study provides a comprehensive analysis of the current state of the DTx market in Korea, identifies the key challenges impeding its growth, and proposes strategies for overcoming these obstacles. This study utilized a literature review and market analysis approach to examine the latest research, industry reports, and regulatory documents related to DTx. The analysis focused on three primary areas: (1) the current regulatory landscape, (2) technological advancements and challenges, and (3) economic and commercial factors influencing DTx adoption in Korea. A comparative analysis of global regulatory practices was also conducted to identify best practices. The findings revealed that while Korea has made significant strides in supporting DTx development, the market remains in its early stages. The key challenges include underdeveloped regulatory frameworks, issues with data quality and security, and a lack of established reimbursement pathways. We recommend developing tailored regulatory frameworks for DTx, enhancing policy support for small and medium-sized enterprises involved in DTx development, and increasing investments in technological infrastructure. By addressing these challenges, Korea could position itself as a leader in the global DTx market, delivering innovative and effective treatments to enhance patient care and outcomes.

Objective: This study investigated how educational levels modify the relationship between the standard deviation of NN intervals (SDNN) of heart rate variability and the development of post-traumatic stress disorder (PTSD). Methods: Participants with physical injuries were enrolled from a trauma center and monitored over two years. Initial assessments included SDNN and educational attainment, along with socio-demographic and clinical variables. PTSD diagnoses were made at 3, 6, 12, and 24 months post-injury using the Clinician-Administered PTSD Scale for DSM-5.Logistic regression analyses were conducted. Results: Of the 538 participants, 58 (10.8%) developed PTSD during the follow-up period. A significant interaction effect was observed: lower SDNN was significantly linked to PTSD in individuals with higher education, but not in those with lower education. Conclusion The study identified education-dependent associations between SDNN and PTSD development, emphasizing the importance of tailored PTSD prevention strategies that consider both SDNN and educational levels.