Tag: statistics

J Foot Ankle Res. 2024 Sep;17(3):e70004. doi: 10.1002/jfa2.70004.

ABSTRACT

BACKGROUND: Podiatry enrolments at Australian and New Zealand universities have decreased by 17.3% since 2015, which threatens the profession’s sustainability and the health and wellbeing of Australian and New Zealand people and communities. Reasons for this decline remain unclear due to insufficient evidence on factors influencing career choices. The overarching aim of this study was to identify motivators and barriers for studying podiatry in Australia and New Zealand.

METHODS: This study used a convergent mixed methods design. Students enrolled in (i) podiatry and (ii) relevant non-podiatry health, sport or science programs at nine Australian and one New Zealand university, were invited to participate in an online survey. First-year podiatry students were also invited to participate in an online workshop. Quantitative data were analysed using descriptive statistics and linear/logistic regression models. Three independent assessors used inductive thematic analysis for the qualitative data.

RESULTS: Overall, 278 podiatry students (mean age 24.9 ± 8.5 years, 65.1% female) and 553 non-podiatry students (mean age 24.8 ± 8.2 years, 75.4% female; 32.2% from physiotherapy and 29.1% from occupational therapy) responded to the survey. Interest in a health-related career, wanting to make a difference to people’s health, and opportunity to care for people from different backgrounds/age groups were key motivating factors among podiatry students. Barriers to studying podiatry were encountered by 28.1% of podiatry students. Thematic analysis identified seven themes concerning career choice, which are as follows: (i) awareness of profession and scope of practice; (ii) stereotypes and negative perceptions of the profession; (iii) awareness of career pathways; (iv) job prospects and earning potential; (v) working with people and building relationships; (vi) podiatry is not the first preference; and (vii) barriers which limit student enrolment.

CONCLUSIONS: There are a variety of factors that motivate and influence students to study podiatry, however, altruistic reasons are most highly rated. Allied health students have limited understanding of the scope of practice and career opportunities in podiatry. Additionally, the podiatry profession often faces negative stereotypes. Further work is required to reverse the negative stereotypes and perceptions of podiatry and build knowledge of the profession’s scope of practice, career pathways/opportunities, job prospects and earning potential.

PMID:39229789 | DOI:10.1002/jfa2.70004

Infect Control Hosp Epidemiol. 2024 Sep 4:1-9. doi: 10.1017/ice.2024.105. Online ahead of print.

ABSTRACT

OBJECTIVE: To assess the impact of a diagnostic test stewardship intervention focused on tracheal aspirate cultures.

DESIGN: Quality improvement intervention.

SETTING: Tertiary care pediatric intensive care unit (PICU).

PATIENTS: Mechanically ventilated children admitted between 9/2018 and 8/2022.

METHODS: We developed and implemented a consensus guideline for obtaining tracheal aspirate cultures through a series of Plan-Do-Study-Act cycles. Change in culture rates and broad-spectrum antibiotic days of therapy (DOT) per 100 ventilator days were analyzed using statistical process control charts. A secondary analysis comparing the preintervention baseline (9/2018-8/2020) to the postintervention period (9/2020-8/2021) was performed using Poisson regression.

RESULTS: The monthly tracheal aspirate culture rate prior to the COVID-19 pandemic (9/2018-3/2020) was 4.6 per 100 ventilator days. A centerline shift to 3.1 cultures per 100 ventilator days occurred in 4/2020, followed by a second shift to 2.0 cultures per 100 ventilator days in 12/2020 after guideline implementation. In our secondary analysis, the monthly tracheal aspirate culture rate decreased from 4.3 cultures preintervention (9/2018-8/2020) to 2.3 cultures per 100 ventilator days postintervention (9/2020-8/2021) (IRR 0.52, 95% CI 0.47-0.59, P < 0.01). Decreases in tracheal aspirate culture use were driven by decreases in inappropriate cultures. Treatment of ventilator-associated infections decreased from 1.0 to 0.7 antibiotic courses per 100 ventilator days (P = 0.03). There was no increase in mortality, length of stay, readmissions, or ventilator-associated pneumonia postintervention.

CONCLUSION: A diagnostic test stewardship intervention was both safe and effective in reducing the rate of tracheal aspirate cultures and treatment of ventilator-associated infections in a tertiary PICU.

PMID:39229740 | DOI:10.1017/ice.2024.105

Photobiomodul Photomed Laser Surg. 2024 Sep 4. doi: 10.1089/photob.2024.0005. Online ahead of print.

ABSTRACT

Objective: The purpose of this study was to demonstrate heat transfer within oral soft tissues using different lasers under the effect of local anesthetics (LA). Methods: Bovine tongue slices were placed in between two glass slides and at a distance from a thermographic camera. In total, 2-cm-long 240 incisions were made along the surface of the tissue parallel to glass slides and the camera capture field. Incisions were performed using 445-nm and infrared (IR) lasers (970 nm and 980 nm on a continuous wave at 2 W) with 320 µm-initiated (concentrated energy at the tip provided by a blue articulated paper and laser irradiation) and noninitiated (defused energy) fiber (30-sec irradiation period). LA was injected into the specimens before irradiation. The temperature changes in °C (ΔT) and vertical and lateral heat transfer (in mm) were recorded at 10-sec intervals for 30 sec, using thermographic images. The amount of lateral and vertical heat transfer was measured. A repeated analysis of variance statistical comparison test was used to analyze differences between the lateral (width) and the vertical (height) heat transfer for initiated and noninitiated lasers and different lasers. Results: The maximum ΔT in °C utilizing initiated tips of 970, 980, or 445 nm were 11.82 ± 3.46, 7.66 ± 3.24, and 18.94 ± 7.01 and using noninitiated tips were 8.27 ± 1.69, 8.87 ± 2.40, and 12.31 ± 8.65, respectively. Heat transfers (height/width) for initiated were 40.65 ± 10.40/90.65 ± 10.77 mm, 41.50 ± 11.83/83.95 ± 11.20 mm, and 33.70 ± 9.10/95.10 ± 11.17 mm and for noninitiated lasers were 52.95 ± 6.89/96.10 ± 11.17 mm, 47.75 ± 7.41/93.75 ± 14.96 mm, and 31.35 ± 11.40/75.20 ± 19.68 mm, respectively. A statistically significant difference was found between all lasers (p < 0.05) for initiated and noninitiated lasers (except for 970/980 nm for noninitiated lasers). Lower penetration depth (p < 0.05) at 445-nm diode and greater lateral heat spreading (p < 0.05) were identified under LA especially utilizing noninitiated tips without significant difference in IR lasers. Conclusions: LA might negatively influence soft tissues creating scattering when noninitiated tips are used and IR diode laser technology.

PMID:39229735 | DOI:10.1089/photob.2024.0005

J Dermatol. 2024 Sep 4. doi: 10.1111/1346-8138.17398. Online ahead of print.

ABSTRACT

Plantar malignant melanoma is largely managed surgically, particularly in its early stages. However, the plantar region has a lower survival rate of skin grafts than other regions. Furthermore, complete wound healing occurs over a long period of time, postoperatively. Thus, in this study, we retrospectively analyzed the use of skin grafts to reconstruct skin defects, as postoperative complications of plantar malignant melanoma. Forty-nine patients, (23 males, 26 females; mean age 70.4-years) underwent excisional surgery for plantar malignant melanoma at our hospital, between March 2018 and December 2022. The time from initial surgery to wound healing was analyzed, using a multivariate Cox proportional hazards model, to identify related factors. We excluded cases with lesions in non-weight-bearing areas and cases with segmental layer grafts, based on multivariate analysis, to eliminate bias when comparing a one-step resection and reconstruction technique to resection followed by waiting for granulation to occur before reconstruction. Patients were categorized into three cohorts. The first and second cohorts had undergone one-step and two-step skin grafting, respectively. Patients in the third cohort underwent secondary intention healing without skin grafting. The results revealed that the factors associated with wound-healing time included a defect size of >1800 mm², in addition to two-step and split-thickness skin grafting. Therefore, Kaplan-Meier curves were constructed across the three cohorts, based on the data of 37 patients. Nine cases of non-weight-bearing areas and three cases of split-thickness skin grafts were excluded from the original total of 49 patients. The median times from the initial surgery to wound healing were 14.6, 12.0, and 21.9 weeks for the one- and two-step skin grafting and secondary intention healing cohorts, respectively. A statistically significant difference in the treatment time between the skin grafting and secondary intention healing cohorts was observed (p < 0.001) Moreover, a statistically significant difference in the treatment time between the one- and two-step skin grafting cohorts was noted (p = 0.046). Thus, two-step skin grafting after surgical treatment for plantar malignant melanoma may shorten the overall treatment duration by allowing granulation to occur.

PMID:39229708 | DOI:10.1111/1346-8138.17398

Clin Transplant. 2024 Sep;38(9):e15456. doi: 10.1111/ctr.15456.

ABSTRACT

BACKGROUND: The 2018 UNOS allocation policy change deprioritized geographic boundaries to organ distribution, and the effects of this change have been widespread. The aim of this investigation was to analyze changes in donor transplant center distance for organ travel and corresponding outcomes before and after the allocation policy change.

METHODS: The UNOS database was utilized to identify all adult patients waitlisted for heart transplants from 2016 to 2021. Transplant centers were grouped by average donor heart travel distance based on whether they received more or less than 50% of organs from >250 miles away. Descriptive statistics were provided for waitlisted and transplanted patients. Regression analyses modeled waitlist mortality, incidence of transplant, overall survival, and graft survival.

RESULTS: Centers with a longer average travel distance had a higher mean annual transplant volume with a reduction in total days on a waitlist (86.6 vs. 149.2 days), an increased cold ischemic time (3.6 vs. 3.2 h), with no significant difference in post-transplant overall survival or graft survival.

CONCLUSIONS: The benefits of reducing waitlist time while preserving post-transplant outcomes extend broadly. The trends observed in this investigation will be useful as we revise organ transplant policy in the era of new organ procurement and preservation techniques.

PMID:39229694 | DOI:10.1111/ctr.15456

Clin Transplant. 2024 Sep;38(9):e15453. doi: 10.1111/ctr.15453.

ABSTRACT

PURPOSE: Evaluate cytomegalovirus (CMV) post-prophylaxis surveillance in high-risk (D+/R-) kidney and liver transplant recipients.

METHODS: Adult D+/R- patients were included if transplanted between 6/1/15 and 11/30/22 and divided into a pre-CMV-stewardship-era (6/1/15-5/31/18), CMV-stewardship-era (6/1/18-6/30/20), and a surveillance-era (7/1/2020-11/30/2022) then followed through 12 months. The primary objective was to evaluate CMV-related outcomes. The secondary objective was to assess graft and patient survival by era.

RESULTS: There were 328 patients in the study period; 133 in the pre-stewardship-era, 103 in the stewardship-era, and 92 in the surveillance-era. Replication rates in the surveillance-era were significantly higher, as anticipated due to increased sampling (pre 38.4%, stewardship 33.0%, surveillance 52.2%, p = 0.02). Time from transplant to first replication was similar (pre 214.0 ± 79.0 days, stewardship 231.1 ± 65.5, surveillance 234.9 ± 61.4, p = 0.29). CMV viral load (VL) at first detection, maximum-VL, and incidence of VL > 100 000 IU/mL were numerically lower in the surveillance era, although not statistically significant. CMV end-organ disease (p < 0.0001) and ganciclovir-resistance (p = 0.002) were significantly lower in the surveillance era than in both previous eras. Rejection was not different between eras (p = 0.4). Graft (p = 0.0007) and patient survival (p = 0.008) were significantly improved in the surveillance era.

CONCLUSIONS: Post-prophylaxis surveillance significantly reduced CMV end-organ disease and resistance. Despite observing increased replication rates in the surveillance era, rejection was not significantly different and there was no graft loss or patient mortality at 12 months.

PMID:39229690 | DOI:10.1111/ctr.15453

Inquiry. 2024 Jan-Dec;61:469580241273127. doi: 10.1177/00469580241273127.

ABSTRACT

This study uses secondary data analysis to assess the relationship between social isolation (SI) and population density in the US, as well as any moderating influence that race/ethnicity may have on that relationship. A recent consensus on the measure of SI is that it focuses on the objective absence of social connections, whereas loneliness refers to subjective assessments of one’s social connections. Therefore, while the original study measured both objective and subjective SI may be innovative, it may also be overly ambitious. SI puts older people at risk for health problems, including an increased chance of dying. The AARP Foundation gathered the initial convenience sample, which included 8149 senior citizens. The study determined population density using self-reported zip codes, measured as persons per square mile, and divided the results into tertiles. Linear mixed models were used to investigate the moderating role of race/ethnicity between population density and SI. The findings revealed that greater population density was associated with less SI for individuals residing in zip codes with a higher percentage of the same race/ethnicity, but more SI for those in zip codes with a lower percentage of the same race/ethnicity. These results suggest that race/ethnicity should be considered in future studies or when developing policies and interventions to address SI among older adults in high-population-density areas. For example, when policymakers aim to address SI in a community, they may want to collect data based on zip codes and create targeted interventions for specific racial/ethnic groups within those zip code areas.

PMID:39229676 | DOI:10.1177/00469580241273127

Healthc Policy. 2024 Aug;19(4):55-69. doi: 10.12927/hcpol.2024.27333.

ABSTRACT

AIMS: This study examined the reasons for high emergency department (ED) use among patients with common mental disorders (MDs), substance-related disorders (SRDs) or co-occurring MDs-SRDs.

METHOD: Following content analysis, 42 high ED users (three-plus visits/year) recruited in two Quebec EDs were interviewed.

RESULTS: The reasons included barriers to outpatient care, patient disabilities and professional practices. Patients with SRDs trust outpatient services less, those with MDs had important unmet needs and those with MDs-SRDs faced care coordination issues.

CONCLUSION: Improvements such as ED use monitoring, consolidating MD-SRD practices and continuous training are needed in EDs and outpatient services to enhance access and continuity of care.

PMID:39229663 | DOI:10.12927/hcpol.2024.27333

Food Funct. 2024 Sep 4. doi: 10.1039/d4fo03082f. Online ahead of print.

ABSTRACT

Background: due to the high incidence of liver disease and the severity of adverse outcomes, liver disease has become a serious public health problem, bringing a huge disease burden to individuals, families, and society. Most studies have shown significant differences in serum carotenoid content and dietary carotenoid intake between liver disease patients and non-liver disease patients, but some studies have reported contrary results. This paper aimed to systematically review and analyze all published epidemiological studies on carotenoids and liver disease to quantitatively assess the relationship between serum and dietary carotenoid concentrations and liver disease. Methods: by systematically searching PubMed, Web of Science, Scopus, Embase, and Cochrane databases according to pre-combined search terms from inception to July 23, 2024, 30 studies were found to meet the exclusion criteria. Finally, 3 RCT studies, 6 cohort studies, 11 case-control studies, 9 cross-sectional studies, and 1 RCT-combined cross-sectional study were included in the further analysis. Two reviewers independently scored the literature quality and extracted data, and the results were represented by the standard mean difference (SMD) with a 95% confidence interval. Cochran Q statistics and I² statistics were used to evaluate statistical heterogeneity (defined as significant when P < 0.05 or I² > 50%). When there was insignificant heterogeneity, a fixed effects model was selected; otherwise a random effects model was used. Publication bias was assessed by the Egger test. Results: pooled meta-analysis showed that serum α-carotene (SMD = -0.58, 95% CI (-0.83, -0.32), P < 0.001), β-carotene (SMD = -0.81, 95% CI (-1.13, -0.49), P < 0.001), and lycopene (SMD = -1.06, 95% CI (-1.74, -0.38), P < 0.001) were negatively correlated with the risk and severity of liver disease. However, no significant difference was observed between serum β-cryptoxanthin (SMD = 0.02, 95% CI (-0.41, 0.45), P = 0.92) and lutein/zeaxanthin (SMD = 0.62, 95% CI (-1.20, 2.45), P = 0.502). Dietary β-carotene intake (SMD = -0.22, 95% CI (-0.31, -0.13), P < 0.001) was negatively associated with the risk of liver disease. The Egger test showed no publication bias (P > 0.05). An intake of more than 6 mg of carotenoids on an energy-restricted diet can effectively alleviate the symptoms of NAFLD. Conclusion: lower serum concentrations of α-carotene, β-carotene, and lycopene were associated with a higher risk of liver disease. Meanwhile, dietary intake of β-carotene could reduce the incidence of liver disease. However, for malignant diseases such as liver cancer, it did not show the significant effects of carotenoid supplementation.

PMID:39229651 | DOI:10.1039/d4fo03082f

Geburtshilfe Frauenheilkd. 2024 Sep 2;84(9):837-844. doi: 10.1055/a-2374-2270. eCollection 2024 Sep.

ABSTRACT

INTRODUCTION: The impact of surgical margins on the prognosis of early breast cancer remains uncertain, particularly in the context of modern treatment approaches. This study aimed to investigate whether involved margins after surgery for early breast cancer affect overall survival.

METHODS: We conducted a retrospective analysis of 3767 patients who underwent surgery for primary breast cancer or carcinoma in situ between 2006 and 2022 at Charité – University Hospital Berlin. Survival analysis based on margin status and a subsequent multivariate Cox regression analysis were conducted.

RESULTS: With a median follow-up of 72.2 months, clear margins were achieved in 81.4% of patients (n = 3068) after primary surgery, while 16.2% (n = 610) required re-excision. Only 2.4% of patients (n = 89) had definitively involved margins. Margin involvement was more common in hormone receptor-positive disease, lobular subtype, carcinoma in situ, or locally advanced tumors, but less frequent in patients with previous neoadjuvant chemotherapy or triple-negative breast cancer. The Kaplan-Meier survival curves showed a significant separation with worse outcomes for patients with definitive R1 resections. However, the multivariate Cox regression analysis detected no statistically significant difference in overall survival based on margin status. Breast conserving surgery (HR 0.66; 95% CI 0.54-0.81) and HER2 overexpression (HR 0.65; 95% CI 0.48-0.89) were associated with improved survival.

CONCLUSION: Patients who underwent breast-conserving surgery in our study demonstrated favorable outcomes compared to patients after mastectomy. Although margin status did not significantly affect overall survival, larger multicenter studies are needed to evaluate the prognostic implications of margin involvement in breast cancer treatment in different tumor stages, tumor subtypes and local and systemic treatments.

PMID:39229628 | PMC:PMC11368467 | DOI:10.1055/a-2374-2270