Tag: statistics

J Rural Health. 2022 Sep 20. doi: 10.1111/jrh.12713. Online ahead of print.

ABSTRACT

PURPOSE: Considering growing disparities in health outcomes between rural and urban areas of Appalachia, this study compared the incremental Medicaid costs of pediatric concurrent care (implemented by the Patient Protection and Affordable Care Act) versus standard hospice care.

METHODS: Data on 1,788 pediatric hospice patients, from the Appalachian region, collected between 2011 and 2013, were obtained from the Centers for Medicare and Medicaid Services. Incremental per-patient-per-month (PPM) costs of enrollment in concurrent versus standard hospice care were analyzed using multilevel generalized linear models. Increments for analysis were hospice length of stay (LOS).

RESULTS: For rural children enrolled in concurrent hospice care, the mean Medicaid cost of hospice care was $3,954 PPPM (95% CI: $3,223-$4,684) versus $1,933 PPPM (95% CI: $1,357-$2,509) for urban. For rural children enrolled in standard hospice care, the mean Medicaid cost was $2,889 PPPM (95% CI: $2,639-$3,139) versus $1,122 PPPM (95% CI: $980-$1,264) for urban. There were no statistically significant differences in Medicaid costs for LOS of 1 day. However, for LOS between 2 and 14 days, concurrent enrollment decreased total costs for urban children (IC = $-236.9 PPPM, 95% CI: $-421-$-53). For LOS of 15 days or more, concurrent care had higher costs compared to standard care, for both rural (IC = $1,399 PPPM, 95% CI: $92-$2,706) and urban children (IC = $1,867 PPPM, 95% CI: $1,172-$2,363).

CONCLUSIONS: The findings revealed that Medicaid costs for concurrent hospice care were highest among children in rural Appalachia. Future research on factors of high costs of rural care is needed.

PMID:36127766 | DOI:10.1111/jrh.12713

Hu Li Za Zhi. 2022 Oct;69(5):56-67. doi: 10.6224/JN.202210_69(5).08.

ABSTRACT

BACKGROUND: Nursing students with master degrees have the strong potential to serve as future leaders in medical teams. Implementing a well-developed and integrated educational program for nursing leadership at the master’s level can strengthen the leadership of advanced practice nurses and promote a positive nursing practice environment.

PURPOSE: To develop a leadership integrated educational program for master’s nursing students and conduct a preliminary evaluation of the effectiveness of this program in cultivating leadership competencies in these students.

METHODS: Phase 1: A modified Delphi survey conducted on 14 experts with clinical or academic backgrounds was used to identify the teaching objectives and strategies of the leadership integrated educational program. Phase 2: These teaching objectives and strategies were embedded into nine compulsory courses within a current training program for master’s nursing students at a national university. The core elements of the leadership integrated educational program were incorporated into each compulsory course. The objectives of each compulsory course directly reflected the objectives of the integrated program. The leadership integrated educational program was implemented for one academic year, and its effectiveness was evaluated using a quasi-experimental test with a single group pre- and post-test design. A self-developed, 10-item “Master Nursing Student’s Leadership Competence Scale” covering four core elements was applied to measure the self-reported leadership competencies of the participants. A paired sample t-test was applied to analyze the differences in leadership competencies between pre- and post-intervention.

RESULTS: A consensus on the teaching objectives and strategies of the leadership integrated educational program was achieved in the first round of the Delphi survey. The overarching teaching objective of the leadership integrated educational program was to “lead the healthcare team with the leadership and competencies, and demonstrate the advanced nursing practice skills for improving quality of care.” In addition, the four core elements under the overarching goal, i.e., personal characteristics, leading people, business management, and vision building, were proposed. Forty-eight master’s nursing students participated in this study. The results showed the average total score of leadership competency was 42.33 ± 12.16 (potential range: 10 – 70), indicating that the participants had a middle level of leadership competency prior to program participation. After participating in the Leadership Integrated Educational Program for one academic year, the average total score for leadership competency increased to 51.27 ± 9.74, indicating that the participants still had a middle level of leadership competency. Nevertheless, the 8.94 increase in the post-intervention score was statistically significant (p < .01). Moreover, the scores for each subscale (personal characteristics, leading people, business management, and vision building) had all increased significantly increased from 13.52 to 15.71, 12.65 to 15.35, 8.15 to 10.31, and 8.02 to 9.90, respectively (p < .01).

CONCLUSIONS / IMPLICATIONS FOR PRACTICE: This study offers proactive recommendations for reforming master’s degree programs in nursing. The proposed multidisciplinary-expert-informed leadership integrated educational program may be used to strengthen leadership competencies in this student population. Furthermore, the findings provide a benchmark for developing an effective nursing leadership integrated educational program that may be incorporated into domestic master’s degree programs.

PMID:36127759 | DOI:10.6224/JN.202210_69(5).08

Mov Ecol. 2022 Sep 20;10(1):40. doi: 10.1186/s40462-022-00339-0.

ABSTRACT

Animal behavioural responses to the environment ultimately affect their survival. Monitoring animal fine-scale behaviour may improve understanding of animal functional response to the environment and provide an important indicator of the welfare of both wild and domesticated species. In this study, we illustrate the application of collar-attached acceleration sensors for investigating reindeer fine-scale behaviour. Using data from 19 reindeer, we tested the supervised machine learning algorithms Random forests, Support vector machines, and hidden Markov models to classify reindeer behaviour into seven classes: grazing, browsing low from shrubs or browsing high from trees, inactivity, walking, trotting, and other behaviours. We implemented leave-one-subject-out cross-validation to assess generalizable results on new individuals. Our main results illustrated that hidden Markov models were able to classify collar-attached accelerometer data into all our pre-defined behaviours of reindeer with reasonable accuracy while Random forests and Support vector machines were biased towards dominant classes. Random forests using 5-s windows had the highest overall accuracy (85%), while hidden Markov models were able to best predict individual behaviours and handle rare behaviours such as trotting and browsing high. We conclude that hidden Markov models provide a useful tool to remotely monitor reindeer and potentially other large herbivore species behaviour. These methods will allow us to quantify fine-scale behavioural processes in relation to environmental events.

PMID:36127747 | DOI:10.1186/s40462-022-00339-0

BMC Surg. 2022 Sep 20;22(1):346. doi: 10.1186/s12893-022-01794-7.

ABSTRACT

BACKGROUND: Complex ventral hernias (VHs) represent a real challenge to both general and plastic surgeons. This study aims to compare Sublay Mesh-Only Repair to Posterior Component Separation “PCS” with Transversus Abdominis Release “TAR” in the treatment of complex ventral-wall hernias (VHs).

METHODS: This a randomized, controlled, intervention, including two parallel groups: A; Sublay Mesh-Only Repair and Group B; “TAR”. Consecutive patients of both genders aged between 18 and 65 years old with complex VHs presented at Mansoura University Hospitals including large-sized abdominal-wall hernia ≥ 10 cm in width, loss of domain ≥ 20%, multiple hernial defects, or recurrent hernias. Immuno-compromised patients, patients with liver impairment, or severe heart failure were considered an exclusion criterion. The primary outcome is the recurrence rate after 12-months following the procedure.

RESULTS: Fifty-six patients were recruited in this study. There was no significant difference between both groups regarding recurrence. However, there was significant differences between both groups regarding seroma favoring mesh-only repair.

CONCLUSIONS: Although TAR may be associated with longer operative times and more blood losses, these were not found to be statistically significant. Postoperative complication, except for seroma, and recurrence rates were comparable in both groups. Trail registration The study was registered on clicaltrials.gov “NCT04516031”.

PMID:36127722 | DOI:10.1186/s12893-022-01794-7

BMC Oral Health. 2022 Sep 20;22(1):414. doi: 10.1186/s12903-022-02460-3.

ABSTRACT

BACKGROUND: Skeletal anchorage has made it possible to perform complex orthodontic tooth movements that are difficult or even impossible to achieve with conventional orthodontic treatment. Mandibular buccal shelf miniscrews, used for distalization, play a particularly important role in treatment of Class III malocclusion. Unfortunately, stability of the miniscrews placed in the mandible is still considered at higher risk of failure compared to other intraoral locations. The aim of our study was to determine the influence of the miniscrew size on their long-term stability, occurrence of oral mucosa inflammation and pain lasting over 48 h after implantation.

METHODS: 184 Absoanchor^® miniscrews (Dentos, South Korea) in two sizes: SH2018-10 (length 10 mm, ø 1.8-2.0 mm) and SH1514-08 (length 8 mm, ø 1.4-1.5 mm) were inserted in the mandibular buccal shelf in 92 Caucasians aged 20-50 years, diagnosed with Class III malocclusion that required en-masse distalization of the mandibular dentition. Data was statistically analyzed with the level of significance set at p = .05.

RESULTS: 91.3% of the SH2018-10 and 75% of the SH1514-08 miniscrews were stable, and this difference was statistically significant (p < .05). Inflammation of the oral mucosa was noticed around both types of miniscrews and affected 50% of the SH2018-10 and 26.09% of the SH1514-08 group (p < .05). Pain lasting longer than 48 h after implantation was related to 60.87% and 20.65% of the SH2018-10 and the SH1514-08 miniscrews (p < .05), respectively. Inflammation associated with larger SH2018-10 miniscrews did not affect their stability (p > .05), contrary to the SH1514-08 ones (p < .05). When inflammation was present, the overall success rate declined to 64.29%, from 94.74% noted for TADs without inflammation. According to the log-rank test, smaller TADs failed significantly sooner than the larger ones (p = .002).

CONCLUSION: Larger SH2018-10 miniscrews are the anchorage of choice for the mandibular buccal shelf, despite triggering inflammation and long-lasting pain significantly more often than the smaller ones. Therefore, this issue should be discussed with every patient prior to miniscrew use. Trial registration ID: ClinicalTrials.gov Identifier: NCT05280678 Date of Registration: 15/03/2022. Retrospectively registered.

PMID:36127718 | DOI:10.1186/s12903-022-02460-3

Infect Agent Cancer. 2022 Sep 20;17(1):51. doi: 10.1186/s13027-022-00464-w.

ABSTRACT

BACKGROUND: Nowadays, cancer is the leading cause of death among threats to humanity, necessitating prompt action and preparation. Cervical cancer is one of the most common cancers in women and is currently treated with surgery, radiation, chemotherapy, and immunotherapy, among other treatments. Current oncology approaches focused on the simultaneous development of safe and effective cancer multi-agent therapies. The present study aimed to evaluate the effects of a combined extracts of heated TC1, a heat-killed preparation of Lactobacillus casei, and alpha-galactosyl ceramide (α-GalCer) in a mouse model of cervical cancer.

MATERIAL AND METHODS: Cervical cancer in the mouse model was prepared by TC1 cells subcutaneous injection into the left flank of female C57BL/6 mouse aged 6-8 weeks (n = 80). After the appearance of the palpable tumor, the mice with cervical cancer were randomly devoted to 8 (ten-member) groups. The mice in some groups were treated with PBS, TC1 cell extract, L. casei extract, α-GalCer, and a combination of the mentioned treatments. Then, they were evaluated the splenocytes proliferation, lactate dehydrogenase production and nitric oxide. Moreover, IL-4, IFN-γ, and TGF-β cytokine levels of splenocytes supernatant the mice were measured. In all evaluations, a statistical difference of less than 0.05 (P ˂ 0.05) was considered as a significant level.

RESULT: The findings revealed that the combination therapy group (heated TC1 cell and L. casei extracts with α-GalCer) significantly increases the splenocytes proliferation (MTT) (0.358 ± 0.04 OD), LDH production (45.9 ± 2.3 U/L), NO rate (38.4 ± 2.8 µM), and IFN-γ cytokine level (46.6 ± 3.7 pg/ml) (P < 0.05). Also, observes a significantly reduces the production of IL-4 (11.6 ± 2.5 pg/ml) and TGF-β cytokines levels (7.8 ± 2.5 pg/ml) (P < 0.05) in comparison to the control group.

CONCLUSION: The study showed that combination therapy of L. casei and α-GalCer is an efficient treatment for cervical cancer in the mouse model.

PMID:36127698 | DOI:10.1186/s13027-022-00464-w

BMC Health Serv Res. 2022 Sep 20;22(1):1175. doi: 10.1186/s12913-022-08504-2.

ABSTRACT

BACKGROUND: Digital health interventions (DHI) have the potential to improve the management and utilization of health information to optimize health care worker performance and provision of care. Despite the proliferation of DHI projects in low-and middle-income countries, few have been evaluated in an effort to understand their impact on health systems and health-related outcomes. Although more evidence is needed on their impact and effectiveness, the use of DHIs among immunization programs has become more widespread and shows promise for improving vaccination uptake and adherence to immunization schedules.

METHODS: Our aim was to assess the impact of an electronic immunization registry (EIR) using an interrupted time-series analysis to analyze the effect on proportion of on-time vaccinations following introduction of an EIR in Tanzania. We hypothesized that the introduction of the EIR would lead to statistically significant changes in vaccination timeliness at 3, 6, and > 6 months post-introduction.

RESULTS: For our primary analysis, we observed a decrease in the proportion of on-time vaccinations following EIR introduction. In contrast, our sensitivity analysis estimated improvements in timeliness among those children with complete vaccination records. However, we must emphasize caution interpreting these findings as they are likely affected by implementation challenges.

CONCLUSIONS: This study highlights the complexities of using digitized individual-level routine health information system data for evaluation and research purposes. EIRs have the potential to improve vaccination timeliness, but analyses using EIR data can be complicated by data quality issues and inconsistent data entry leading to difficulties interpreting findings.

PMID:36127683 | DOI:10.1186/s12913-022-08504-2

BMC Public Health. 2022 Sep 20;22(1):1780. doi: 10.1186/s12889-022-14166-w.

ABSTRACT

INTRODUCTION: The 21^st century was marked by a dramatic increase in adolescent e-cigarette use in the United States (US). The popularity of non-traditional flavor types, including fruit and pastry, is thought to contribute toward growing product use nationally, leading to a variety of federal and state regulations limiting the use of non-traditional flavors in the US. The relationship between flavor type and increased adolescent use suggests a possible link between flavor use and addiction and harm perception. This study assessed if the flavor type used when initiating e-cigarette use predicted addiction and harm perceptions.

METHODS: The study utilized data from the multi-wave youth Population Assessment of Tobacco Health Study. It explored the impact initiating e-cigarette use with traditional versus non-traditional flavor types among cigarette users on the outcome variables: e-cigarette addiction and harm perception. Both e-cigarette addiction and harm perception were measured using self-report, Likert scale questionnaires. Descriptive statistics characterized the study variables and linear regression analyses performed to test whether flavor initiation type is associated with addiction and harm perception.

RESULTS: The study sample consisted of 1,043 youth (weighted N = 1,873,617) aged 12 to 17 years who reported at least one instance of e-cigarette use. After adjusting for age, age of onset, sex, race and annual household income there was no statistically significant difference in addiction levels between those initiating with traditional versus non-traditional flavors (p = 0.294). Similarly, traditional versus non-traditional flavor initiation did not show a statistically significant difference in adolescent e-cigarette harm perceptions (p = 0.601).

CONCLUSIONS: Traditionally flavored e-cigarette initiation produces similar risk for addiction and harm perceptions as non-traditionally flavored initiation. These findings suggest that banning non-traditional flavors alone may be ineffective in curbing e-cigarette addiction and harm perception. Additional research is needed to better understand which e-cigarette product characteristics and behaviors may be associated with greater addiction and reduced harm perceptions.

PMID:36127670 | DOI:10.1186/s12889-022-14166-w

BMC Public Health. 2022 Sep 20;22(1):1786. doi: 10.1186/s12889-022-14136-2.

NO ABSTRACT

PMID:36127669 | DOI:10.1186/s12889-022-14136-2

BMC Psychiatry. 2022 Sep 20;22(1):621. doi: 10.1186/s12888-022-04257-8.

ABSTRACT

INTRODUCTION: The global health crisis caused by the COVID-19 pandemic has had a negative impact on mental health (MH). As a response to the pandemic, international agencies and governmental institutions provided an initial response to the population’s needs. As the pandemic evolved, the population circumstances changed, and some of these international agencies updated their strategies, recommendations, and guidelines for the populations. However, there is currently a lack of information on the attention given to response strategies by the different countries throughout the beginning of the pandemic.

OBJECTIVES: 1) To evaluate the evolution of online MH strategies and recommendations of selected countries to cope with the MH impact of COVID-19 from the early stages of the pandemic (15 April 2020) to the vaccination period (9 June 2021) and 2) to review and analyse the current structures of these online MH strategies and recommendations.

METHODOLOGY: An adaptation of the PRISMA guidelines to review online documents was developed with a questionnaire for MH strategies and recommendations assessment. The search was conducted on Google, including documents from April 2020 to June 2021. Basic statistics and Student’s t test were used to assess the evolution of the documents, while a two-step cluster analysis was performed to assess the organisation and characteristics of the most recent documents.

RESULTS: Statistically significant differences were found both in the number of symptoms and mental disorders and MH strategies and recommendations included in the initial documents and the updated versions generated after vaccines became available. The most recent versions are more complete in all cases. Regarding the forty-six total documents included in the review, the cluster analysis showed a broad distribution from wide-spectrum documents to documents focusing on a specific topic.

CONCLUSIONS: Selected governments and related institutions have worked actively on updating their MH online documents, highlighting actions related to bereavement, telehealth and domestic violence. The study supports the use of the adaptation, including the tailor-made questionnaire, of the PRISMA protocol as a potential standard to conduct longitudinal assessments of online documents used to support MH strategies and recommendations.

PMID:36127666 | DOI:10.1186/s12888-022-04257-8