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Nevin Manimala Statistics

Dietary Salt-Related Knowledge, Attitudes, and Behaviors of New Zealand Adults Aged 18-65 Years

J Nutr Educ Behav. 2025 Jan 10:S1499-4046(24)00529-3. doi: 10.1016/j.jneb.2024.12.001. Online ahead of print.

ABSTRACT

OBJECTIVE: To explore dietary salt-related knowledge, attitudes, and behaviors of New Zealand (NZ) adults aged 18-65 years and assess differences by demographic subgroups.

DESIGN: Cross-sectional online survey conducted between June 1, 2018 and August 31, 2018.

SETTING: Participants were recruited in shopping malls, via social media, and a market research panel.

PARTICIPANTS: English-speaking adults residing in NZ.

VARIABLES MEASURED: An amended version of The Pan American and World Health Organization Knowledge, Attitudes, and Behaviors standardized survey tool was used. Demographic data (age, sex, ethnicity, and educational attainment) were also collected.

ANALYSIS: Descriptive statistics reported. Chi-square test for independence to assess differences by demographics.

RESULTS: The survey was completed by 1,131 adults (mean age 36 ± 15 years; n = 876 [78%] female; n = 661 [78%] NZ European/other; n = 210 [19%] Asian; n =164 [15%] Māori). In addition, 865 participants (83%) knew the primary dietary source of salt; 406 (40%) knew the recommended salt intake; 946 (95%) believed food manufacturers are responsible for sodium reduction; 563 (55%) supported government regulations; and 259 (26%) used food labels. Females and NZ European/other participants reported more favorable salt-reducing behaviors, such as avoiding fast-food and packaged, ready-to-eat foods (P < 0.001).

CONCLUSIONS AND IMPLICATIONS: Improving salt-related knowledge, attitudes, and behaviors in NZ is particularly important for men, underserved populations, and adults aged 45-65 years. A multicomponent, national NZ salt reduction program based on research addressing engagement and effectiveness for at-risk groups is warranted.

PMID:39797828 | DOI:10.1016/j.jneb.2024.12.001

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Nevin Manimala Statistics

Effects of adjuvant hyperbaric oxygen therapy and real-time fluorescent imaging on deep sternal wound infection: a retrospective study

J Wound Care. 2025 Jan 2;34(1):48-58. doi: 10.12968/jowc.2022.0095.

ABSTRACT

OBJECTIVE: Deep sternal wound infection (DSWI) is a rare but devastating complication that is estimated to occur in 1-2% of patients after median sternotomy. Current standard of care (SoC) comprises antibiotics, debridement and negative pressure wound therapy (NPWT). Hyperbaric oxygen therapy (HBOT) appears to be an effective adjuvant therapy for osteomyelitis. The aim of this study was to determine the effectiveness of HBOT and real-time fluorescence imaging (RTFI) in a DSWI treatment protocol and their benefits on infection control.

METHOD: A retrospective analysis of DSWI management was performed. Enrolled patients were divided into two groups: HBOT group and RTFI group. Patients in the HBOT group received SoC, HBOT, NPWT and reconstructive flap surgery. Patients in the RTFI group received the same therapeutic plan as well as treatment with a RTFI device (MolecuLight i:X (MolecuLight, Inc., Canada) to achieve high-quality debridement. Infection status and short-term outcomes within three months were measured. Long-term outcomes were analysed at a 12-month follow-up.

RESULTS: Of the 55 patients enrolled: 22 in the HBOT group and 33 in the RTFI group. Infection control status, evaluated in terms of white blood cell counts and C-reactive protein levels, antibiotic use duration, antibiotic costs, reinfection rate and osteomyelitis recurrence rate, were statistically significantly improved in the RTFI group (<0.001, <0.001, 0.042, 0.022, 0.049 and 0.022, respectively). Length of total intensive care unit stay and duration of complete healing were statistically significantly decreased in the RTFI group (<0.001 and 0.046, respectively).

CONCLUSION: Patients with DSWI can benefit from HBOT, especially in terms of in-hospital mortality. RTFI can be used to eliminate bacterial burden and achieve high-quality debridement, which considerably improves infection control and clinical outcomes.

PMID:39797755 | DOI:10.12968/jowc.2022.0095

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Nevin Manimala Statistics

Psychological Distress as a Mediator Between Work-Family Conflict and Nurse Managers’ Professional and Organizational Turnover Intentions

J Nurs Adm. 2024 Dec 1;54(12):683-688. doi: 10.1097/NNA.0000000000001513.

ABSTRACT

OBJECTIVE: This study aimed to investigate the mediating role of psychological distress in the relationship between work-family conflict and nurse managers’ (NMs’) professional and organizational turnover intentions.

BACKGROUND: Work-family conflict is prevalent among NMs. It can have a significant impact on their intent to leave their organization and the profession. However, the role of psychological distress as a potential mediator in the relationship between work-family conflict and turnover intentions has not been studied in the context of NMs.

METHODS: A cross-sectional design was used, and data were collected from a sample of 260 NMs using self-report questionnaires.

RESULTS: NMs experienced a moderate level of work-family conflict and psychological distress. Organizational turnover intention was moderate, whereas professional turnover intention was low. Higher levels of work-family conflict among NMs contributed to increased psychological distress, which, in effect, influenced their desire to leave the organization.

CONCLUSION: To support NMs and mitigate turnover intentions, healthcare organizations need to prioritize the creation of a work environment that promotes work-life balance and reduces psychological distress.

PMID:39793106 | DOI:10.1097/NNA.0000000000001513

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Nevin Manimala Statistics

The unequal adoption of ChatGPT exacerbates existing inequalities among workers

Proc Natl Acad Sci U S A. 2025 Jan 7;122(1):e2414972121. doi: 10.1073/pnas.2414972121. Epub 2024 Dec 30.

ABSTRACT

We study the adoption of ChatGPT, the icon of Generative AI, using a large-scale survey linked to comprehensive register data in Denmark. Surveying 18,000 workers from 11 exposed occupations, we document that ChatGPT is widespread, especially among younger and less-experienced workers. However, substantial inequalities have emerged. Women are 16 percentage points less likely to have used the tool for work. Furthermore, despite its potential to lift workers with less expertise, users of ChatGPT earned slightly more already before its arrival, even given their lower tenure. Workers see a substantial productivity potential in ChatGPT but are often hindered by employer restrictions and a perceived need for training.

PMID:39793088 | DOI:10.1073/pnas.2414972121

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Nevin Manimala Statistics

Confined cell migration along extracellular matrix space in vivo

Proc Natl Acad Sci U S A. 2025 Jan 7;122(1):e2414009121. doi: 10.1073/pnas.2414009121. Epub 2024 Dec 30.

ABSTRACT

Collective migration of cancer cells is often interpreted using concepts derived from the physics of active matter, but the experimental evidence is mostly restricted to observations made in vitro. Here, we study collective invasion of metastatic cancer cells injected into the mouse deep dermis using intravital multiphoton microscopy combined with a skin window technique and three-dimensional quantitative image analysis. We observe a multicellular but low-cohesive migration mode characterized by rotational patterns which self-organize into antiparallel persistent tracks with orientational nematic order. We analyze the deformations induced by the cells in the extracellular matrix and find broadly distributed strain bands with a prevalence of compression. A model of active nematic hydrodynamics is able to describe several statistical features of the experimentally observed flow, suggesting that collective cancer cell invasion can be interpreted as a nematic active fluid in the turbulent regime. Our results help elucidate the migration patterns of cancer cells in vivo and provide quantitative guidance for the development of realistic in vitro and in silico models for collective cell migration.

PMID:39793073 | DOI:10.1073/pnas.2414009121

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Nevin Manimala Statistics

Income inequality and the erosion of democracy in the twenty-first century

Proc Natl Acad Sci U S A. 2025 Jan 7;122(1):e2422543121. doi: 10.1073/pnas.2422543121. Epub 2024 Dec 30.

ABSTRACT

Among the most pressing problems societies face today are economic inequality and the erosion of democratic norms and institutions. In fact the two problems-inequality and democratic erosion-are linked. In a large cross-national statistical study of risk factors for democratic erosion, we establish that economic inequality is one of the strongest predictors of where and when democracy erodes. Even wealthy and longstanding democracies are vulnerable if they are highly unequal (though national wealth might provide some resiliency). The association between inequality and risk of democratic backsliding is robust, and holds under different measures and structures of both income inequality and wealth inequality. The association is unlikely to be a case of reverse causation. For concerned citizens seeking to understand why so many democracies are eroding and how to stop this process, our study indicates that policies for ameliorating inequality are a promising path forward.

PMID:39793070 | DOI:10.1073/pnas.2422543121

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Nevin Manimala Statistics

Collaborative management partnerships strongly decreased deforestation in the most at-risk protected areas in Africa since 2000

Proc Natl Acad Sci U S A. 2025 Jan 7;122(1):e2411348121. doi: 10.1073/pnas.2411348121. Epub 2024 Dec 30.

ABSTRACT

Collaborative management partnerships (CMPs) between state wildlife authorities and nonprofit conservation organizations to manage protected areas (PAs) have been used increasingly across Sub-Saharan Africa since the 2000s. They aim to attract funding, build capacity, and increase the environmental effectiveness of PAs. Our study documents the rise of CMPs, examines their current extent, and measures their effectiveness in protecting habitats. We combine statistical matching and Before-After-Control-Intervention regressions to quantify the impact of CMPs, using tree cover loss as a proxy. We identify 127 CMPs located in 16 countries. CMPs are more often located in remote PAs, with habitats that are least threatened by human activity. Our results indicate that, on average, each year in a CMP results in an annual decrease in tree cover loss of about 55% compared to PAs without CMPs. Where initial anthropogenic pressure was low, we measure no effect. Where it was high, we see a 66% decrease in tree cover loss. This highly heterogeneous effect illustrates the importance of moving beyond average effect size when assessing conservation interventions, as well as the need for policy makers to invest public funds to protect the areas the most at risk.

PMID:39793059 | DOI:10.1073/pnas.2411348121

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Nevin Manimala Statistics

Comparing Virtual Reality-Based and Traditional Physical Objective Structured Clinical Examination (OSCE) Stations for Clinical Competency Assessments: Randomized Controlled Trial

J Med Internet Res. 2025 Jan 10;27:e55066. doi: 10.2196/55066.

ABSTRACT

BACKGROUND: Objective structured clinical examinations (OSCEs) are a widely recognized and accepted method to assess clinical competencies but are often resource-intensive.

OBJECTIVE: This study aimed to evaluate the feasibility and effectiveness of a virtual reality (VR)-based station (VRS) compared with a traditional physical station (PHS) in an already established curricular OSCE.

METHODS: Fifth-year medical students participated in an OSCE consisting of 10 stations. One of the stations, emergency medicine, was offered in 2 modalities: VRS and PHS. Students were randomly assigned to 1 of the 2 modalities. We used 2 distinct scenarios to prevent content leakage among participants. Student performance and item characteristics were analyzed, comparing the VRS with PHS as well as with 5 other case-based stations. Student perceptions of the VRS were collected through a quantitative and qualitative postexamination online survey, which included a 5-point Likert scale ranging from 1 (minimum) to 5 (maximum), to evaluate the acceptance and usability of the VR system. Organizational and technical feasibility as well as cost-effectiveness were also evaluated.

RESULTS: Following randomization and exclusions of invalid data sets, 57 and 66 participants were assessed for the VRS and PHS, respectively. The feasibility evaluation demonstrated smooth implementation of both VR scenarios (septic and anaphylactic shock) with 93% (53/57) of students using the VR technology without issues. The difficulty levels of the VRS scenarios (septic shock: P=.67; anaphylactic shock: P=.58) were comparable to the average difficulty of all stations (P=.68) and fell within the reference range (0.4-0.8). In contrast, VRS demonstrated above-average values for item discrimination (septic shock: r’=0.40; anaphylactic shock: r’=0.33; overall r’=0.30; with values >0.3 considered good) and discrimination index (septic shock: D=0.25; anaphylactic shock: D=0.26; overall D=0.16, with 0.2-0.3 considered mediocre and <0.2 considered poor). Apart from some hesitancy toward its broader application in future practical assessments (mean 3.07, SD 1.37 for VRS vs mean 3.65, SD 1.18 for PHS; P=.03), there were no other differences in perceptions between VRS and PHS. Thematic analysis highlighted the realistic portrayal of medical emergencies and fair assessment conditions provided by the VRS. Regarding cost-effectiveness, initial development of the VRS can be offset by long-term savings in recurring expenses like standardized patients and consumables.

CONCLUSIONS: Integration of the VRS into the current OSCE framework proved feasible both technically and organizationally, even within the strict constraints of short examination phases and schedules. The VRS was accepted and positively received by students across various levels of technological proficiency, including those with no prior VR experience. Notably, the VRS demonstrated comparable or even superior item characteristics, particularly in terms of discrimination power. Although challenges remain, such as technical reliability and some acceptance concerns, VR remains promising in applications of clinical competence assessment.

PMID:39793025 | DOI:10.2196/55066

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Nevin Manimala Statistics

Clinical outcomes and cost-utility analysis of GKRS plus TKIs versus TKIs in patients with EGFR-mutant lung adenocarcinoma and brain metastases: a Markov decision model

J Neurosurg. 2025 Jan 10:1-10. doi: 10.3171/2024.7.JNS24310. Online ahead of print.

ABSTRACT

OBJECTIVE: This study focuses on epidermal growth factor receptor-mutated lung adenocarcinoma, known for frequent brain metastasis. It aimed to compare the clinical outcomes and cost-effectiveness of combining Gamma Knife radiosurgery (GKRS) with tyrosine kinase inhibitors (TKIs) (GKRS+TKI group) versus TKIs alone (TKI group) for the treatment of patients with newly diagnosed brain metastasis in this condition.

METHODS: Study characteristics of the two groups were matched using inverse probability of treatment weighting (IPTW). In the incremental cost-utility ratio (ICUR) model, a healthcare provider perspective, a 1-month cycle length, a 5-year time horizon, and a discount rate of 2% per year for both effectiveness and costs were adopted. Probabilistic and one-way sensitivity analyses were also conducted to demonstrate the robustness of the findings. Statistical analysis was performed using IBM SPSS version 23.0, and cost-effectiveness analysis was conducted using TreeAge Pro software.

RESULTS: After applying IPTW, the GKRS+TKI group included 205 patients, and the TKI group consisted of 102 patients, with no statistically significant differences in whole confounders. The GKRS+TKI group demonstrated significantly prolonged median progression-free survival (37.5 months vs 10.6 months, p < 0.001) and median overall survival (55.1 months vs 30.8 months, p < 0.001) compared with the TKI group. The GKRS plus TKI strategy achieved an ICUR of $30,532.25 per quality-adjusted life year relative to the TKIs at the willingness-to-pay threshold of US$33,059 (Taiwan’s per capita gross domestic product).

CONCLUSIONS: The use of GKRS plus TKIs not only reduces disease recurrence and improves prognosis but also demonstrates a higher level of cost-effectiveness. These findings offer valuable guidelines for clinicians and inform healthcare authorities in optimizing resource allocation for improved medical care.

PMID:39793022 | DOI:10.3171/2024.7.JNS24310

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Nevin Manimala Statistics

Methodology for the Positive Voices 2022 Survey of People With HIV Accessing Care in England, Wales, and Scotland: Cross-Sectional Questionnaire Study

JMIR Res Protoc. 2025 Jan 10;14:e58531. doi: 10.2196/58531.

ABSTRACT

BACKGROUND: Due to advances in treatment, HIV is now a chronic condition with near-normal life expectancy. However, people with HIV continue to have a higher burden of mental and physical health conditions and are impacted by wider socioeconomic issues. Positive Voices is a nationally representative series of surveys of people with HIV in the United Kingdom. It monitors the physical, mental, and social health, well-being, and needs of this population so that they can be addressed.

OBJECTIVE: This paper aimed to describe the methodology, recruitment strategies, and key sociodemographic features of participants recruited for the second national round of Positive Voices (PV2022).

METHODS: PV2022 was a national, cross-sectional questionnaire study that included people attending HIV care at 101 of the 178 clinics in the United Kingdom between April 2022 and March 2023. Data from the HIV and AIDS reporting system (HARS), a national surveillance database of people with HIV and attending care that is held at the UK Health Security Agency (UKHSA), was used as a sampling frame. The information collected in PV2022 included demographic and socioeconomic factors, HIV diagnoses and treatment, mental and physical health, health service use and satisfaction, social care and support, met and unmet needs, stigma and discrimination, quality of life, lifestyle factors, and additional challenges experienced due to the COVID-19 pandemic. Data linkage to HARS enabled the extraction of clinical information on antiretroviral therapy (ART), HIV viral load, and CD4 lymphocyte counts. Probabilistic sampling was used to provide a randomly selected, representative sample of people attending HIV care who could be invited to complete a paper or online questionnaire ‘on the web’ to online. At the start of 2023, the study was underrecruiting, mainly due to the mpox outbreak, and a separate sequential recruitment strategy was initiated in 14 of the largest and most demographically diverse clinics to increase participant numbers.

RESULTS: Of the 4622 participants who completed the questionnaire, 3692 were recruited through probabilistic recruitment and 930 through sequential recruitment. The overall response rate (measured as the number of people who completed a questionnaire of those who either accepted or declined) was 50%. Survey respondents represented approximately 1 in 20 people diagnosed with HIV in England, Wales, and Scotland. The median age of participants was 52 years, 3428 of participants were male, 2991 were of White ethnicity, and 1121 were of Black ethnicity.

CONCLUSIONS: PV2022 is currently the largest survey of people with HIV in the United Kingdom (as of September 2024). The PV2022 findings will be used to explore the health and well-being of the HIV population and examine associations with demographic, socioeconomic, lifestyle, and other HIV-related factors.

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR1-10.2196/58531.

PMID:39793018 | DOI:10.2196/58531