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Nevin Manimala Statistics

The Western Australian medical schools mindfulness project: a randomised controlled trial

BMC Med Educ. 2024 Oct 22;24(1):1182. doi: 10.1186/s12909-024-06128-0.

ABSTRACT

BACKGROUND: Evidence for the longer-term benefits of online mindfulness training for medical students, including in the reduction of stress and improved wellbeing, is limited. This study aimed to evaluate the impact of a novel online mindfulness training program on trait mindfulness, wellbeing and study engagement of medical students at program completion and 6-month follow-up.

METHODS: This was a randomised waitlist control study of an 8-week, online, mindfulness-based intervention versus normal curriculum alone for medical students (N = 114). The primary outcome measures were the changes from baseline to program completion at Week 8 for self-reported trait mindfulness (Freiburg Mindfulness Inventory), perceived stress (Perceived Stress Scale), self-compassion (Self-Compassion Scale) and study engagement scores (Utrecht Work Engagement Scale for Students). The secondary outcome measures were these score changes from baseline to 6-month follow up. Intervention and control students completed surveys at all three time points. Program adherence (Mindfulness Adherence Questionnaire) was also measured in the intervention group.

RESULTS: The intervention group experienced modest but statistically significant improvements in mindfulness (9%, p = 0.0002), self-compassion (5%, p = 0.026), and study engagement (4%, p = 0.035) from baseline to Week 8. They also reported a sustained improvement of 5% (p = 0.017) in mindfulness scores at 6 months. The control group reported no significant changes at Week 8 or 6 Months. Between-group comparisons showed that compared to the control group, the intervention group improved significantly more in mindfulness (p = 0.0076), and statistically marginally more in study engagement (p = 0.0534) at Week 8. No statistically significant between-group differences were observed at 6 months.

CONCLUSIONS: These results add to the small but growing body of evidence suggesting that online mindfulness-based interventions with minimal contact can improve, albeit in modest magnitude, mindfulness and possibly study engagement in medical students for the duration of a mindfulness program. Further refinements to the program may be important to maintain improvements in the longer-term.

TRIAL REGISTRATION: Registration number ACTRN12624000783527.

PMID:39438861 | DOI:10.1186/s12909-024-06128-0

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Nevin Manimala Statistics

The long-term effect of the coronavirus pandemic on parkrun participation: an interrupted time series analysis

BMC Public Health. 2024 Oct 23;24(1):2931. doi: 10.1186/s12889-024-20420-0.

ABSTRACT

BACKGROUND: The growth of parkrun between 2004 and 2019 has been heralded as a success story for public health as a result of its physical activity and wellbeing benefits for participants. However, parkrun was not immune from the COVID-19 pandemic – with events in mainland England cancelled from March 2020 to July 2021. This study explores the lasting impact of the pandemic on parkrun participation to February 2023, and its implications across the socioeconomic spectrum.

METHODS: The study combines aggregated parkrun weekly finisher data from 32,470 Lower Layer Super Output Areas (LSOA) in England from January 2015 to February 2023 with Office of National Statistics (ONS) data on population and deprivation. Interrupted time series analysis using segmented Poisson regression models was used to estimate the immediate change in parkrun participation and the change in the rate of growth following the pandemic. Models were fitted for each Index of Multiple Deprivation (IMD) quintile separately to assess whether this effect differed by socioeconomic deprivation.

RESULTS: Visualisation and interrupted time series analysis showed a significant and long-term decrease in parkrun participation following the reopening of parkrun events. This was consistent across all IMD quintiles, indicating that the inequalities in parkrun participation according to IMD observed prior to the pandemic remained after the pandemic. Between March 2020 and February 2023, almost 13 million fewer parkrun finishes are estimated to have occurred relative to what would have occurred in the absence of the pandemic.

CONCLUSION: The reduction in parkrun participation during the pandemic and following the reopening of events is likely to have negatively impacted wellbeing in would-be participants. Going forwards, policymakers must make the difficult trade-off between the long-term health and social implications of restricting outdoor physical activity events against the benefits associated with a reduction in infectious disease transmission.

PMID:39438860 | DOI:10.1186/s12889-024-20420-0

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Nevin Manimala Statistics

Determinants of cervical cancer screening among women of childbearing age in four sub-Saharan African countries: insights from large population surveys

BMC Cancer. 2024 Oct 22;24(1):1304. doi: 10.1186/s12885-024-13079-8.

ABSTRACT

BACKGROUND: Cervical cancer is the most common cause of cancer-related mortality among women in Africa. Cervical cancer screening in women is associated with decreased incidence and mortality of cervical cancer. There is a dearth of recent data regarding the prevalence and associated factors of cervical cancer screening in sub-Saharan Africa. Therefore, this study is intended to determine the prevalence and associated factors impacting cervical cancer screening among women in four sub-Saharan African countries.

METHODS: Data from the recent demographic and health surveys of four countries in sub-Saharan Africa conducted between 2022 and 2023. Multilevel mixed-effects logistic regression was used to determine the factors associated with the outcome variable. Variables with a p-value < 0.05 were declared statistically significant.

RESULTS: The prevalence of cervical cancer screening among women of childbearing age in four sub-Saharan African countries was 8.90% (95% CI: 8.67%, 9.13%). At the individual level, being older, educated, non-breastfeeding, employed, wealthier, sexually active, using contraceptives, having media exposure, visiting healthcare facilities in the last 12 months, and residing in urban areas were associated with higher odds of cervical cancer screening. At the community level, being from communities with a high level of literacy and media exposure increases the odds of cervical cancer screening among women in sub-Saharan Africa.

CONCLUSION: The prevalence of cervical cancer screening among childbearing-age women was found to be low. To improve cervical cancer screening practices among women of childbearing age, it is therefore advised to support women’s empowerment, mass media campaigns, and regular visits to healthcare facilities.

PMID:39438857 | DOI:10.1186/s12885-024-13079-8

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Nevin Manimala Statistics

Spatial distribution and factors associated with HIV testing among adolescent girls and young women in Sierra Leone

BMC Infect Dis. 2024 Oct 22;24(1):1192. doi: 10.1186/s12879-024-10031-w.

ABSTRACT

BACKGROUND: Sierra Leone faces a significant challenge in addressing HIV/AIDS, particularly among adolescent girls and young women. This age group is considered highly vulnerable due to biological factors and social inequalities. Understanding the prevalence of HIV testing in this demographic is crucial for designing effective prevention and treatment strategies. This study investigated the spatial distribution of HIV testing and its associated factors among adolescent girls and young women in Sierra Leone.

METHODS: Data from the 2019 Sierra Leone Demographic and Health Survey was used for the study. The sample comprised 6,062 adolescent girls and young women between the ages of 15 and 24. Spatial autocorrelation and Moran’s I statistic were employed to analyze the spatial distribution of HIV testing. An analysis utilising mixed-effect multilevel binary logistic regression was performed to determine the factors associated with HIV testing. The findings were presented as adjusted odds ratios (aOR) and a 95% confidence interval (CI).

RESULTS: The national prevalence of HIV testing among adolescents and young women in Sierra Leone was 42.1% [40.3,43.9]. Kailahun, Kambia, Tonkolil, some parts of the Western rural area, and Bonthe districts were found to be statistically significant hotspot for HIV testing. Whereas, Karene, Falaba, Bo, kenema, and some parts of Pujuhun were statistically cold spot districts. Adolescent girls and young women aged 20-24 [aOR = 1.63, 95% CI = 1.29, 2.07] had higher odds of HIV testing than those aged 15-19. Those with secondary/higher education [aOR = 1.87, 95% CI = 1.40, 2.51] had higher odds of HIV testing than those with no education. The odds of HIV testing was higher among adolescent girls and young women who use the Internet [aOR = 1.75, 95% CI = 1.32, 2.33] than those who did not use internet. Adolescent girls and young women with one [aOR = 16.56, 95% CI = 12.31, 22.29] and two or more parity [aOR = 16.37, 95% CI = 10.86, 24.68] had higher odds of HIV testing than those with no parity. The likelihood of HIV testing was higher among adolescent girls and young women who had sex below 18 [aOR = 4.54, 95% CI = 3.25, 6.34] and those who had sex at 18+ [aOR = 5.70, 95% CI = 3.84, 8.45] compared to those who had never had sex. Adolescent girls and young women who visited health facilities in the past 12 months [aOR = 1.82, 95% CI = 1.46, 2.26] had higher odds of HIV testing than those who did not.

CONCLUSION: Despite some positive trends, HIV testing rates among adolescent girls and young women in Sierra Leone remain moderate. Spatial autocorrelation analysis consistently revealed hotspots and cold spots for HIV testing, with Kailahun, Kambia, Tonkolil, some parts of the Western rural area, and Bonthe districts remaining persistent hotspots. Age, education, internet use, sexual history, parity, and healthcare access are significant factors influencing testing behaviour. To improve testing rates, the government and policymakers should prioritize educational campaigns, expand internet access, integrate HIV testing into routine healthcare, and address stigma associated with HIV.

PMID:39438853 | DOI:10.1186/s12879-024-10031-w

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Nevin Manimala Statistics

Correction: A participatory research to assess how a student citizens’ assembly can facilitate the co-creation of nutrition interventions in higher education settings

BMC Public Health. 2024 Oct 22;24(1):2922. doi: 10.1186/s12889-024-20383-2.

NO ABSTRACT

PMID:39438844 | DOI:10.1186/s12889-024-20383-2

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Nevin Manimala Statistics

Examining the mediating effect of real and cyber self-control on cyberbullying and health risk behaviors among secondary vocational students in China: a cross-sectional study

BMC Public Health. 2024 Oct 22;24(1):2926. doi: 10.1186/s12889-024-20386-z.

ABSTRACT

BACKGROUND: Cyberbullying and health risk behaviors are pervasive issues for secondary vocational students that not only detrimentally impact their academic achievement but also pose a significant threat to overall health. The purpose of this study was to understand the current situation of cyberbullying and health risk behaviors among secondary vocational students in China and to explore the relationships among cyberbullying, self-control, self-control over internet usage, and health risk behaviors through a mediation model.

METHODS: This was a cross-sectional study. From March to April 2023, a self-administered questionnaire was completed by a cluster sample of 1184 students from grades 1 to 3 at three secondary vocational schools in Jilin Province. The researchers utilized a sociodemographic questionnaire, the Cyberbullying and Cybervictimization Scale (CAV), the Adolescent Health Related Risky Behavior Inventory (AHRBI), the Self-Control Scale (SCS), and the Internet Usage Self-Control Scale (IUSCS-CS) to assess the prevalence and impact of cyberbullying and health risk behaviors. Descriptive statistics, spearman correlation analyses. Finally, the Process plug-in V2.16.3 was used to analyze a mediation model for the data.

RESULTS: Among secondary vocational students, 839 individuals (70.86%) experienced cyberbullying and 1036 individuals (87.50%) had one or more health risk behaviors. A chi-square test showed that the differences in cyberbullying incidence were statistically significant (P < 0.05) for being children, type of accommodation, residence, ethnicity, purpose of using the internet, and family composition. Statistically significant differences in health risk behaviors were observed based on gender, type of accommodation, residence, ethnicity, academic achievement, classmate relationships, purpose of using the internet, and family composition (P < 0.05). Health risk behaviors and cyberbullying were correlated (r = 0.60), health risk behaviors and self-control and internet usage self-control were negatively correlated (r = -0.42, -0.50). Mediation analysis indicated that self-control (0.02, 0.08) and internet usage self-control (0.08, 0.17) partially mediated the association between cyberbullying and health risk behaviors.

CONCLUSIONS: Secondary vocational students exhibit a high prevalence of cyberbullying and health risk behaviors. The study confirmed that self-control and internet usage self-control has an important role in mediating cybeibullying and health risk behaviors. Adolescent health promoters should develop targeted strategies to enhance the self-control of secondary vocational school students to mitigate their engagement in health risk behaviors.

PMID:39438831 | DOI:10.1186/s12889-024-20386-z

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Nevin Manimala Statistics

Multidrug-resistant tuberculosis treatment outcomes and associated factors at Yirgalem General Hospital, Sidama Region, South Ethiopia: a retrospective cohort study

BMC Pulm Med. 2024 Oct 22;24(1):527. doi: 10.1186/s12890-024-03350-w.

ABSTRACT

BACKGROUND: The spread of multidrug-resistant tuberculosis (MDR-TB) poses a significant challenge to TB control efforts. This study evaluated the treatment outcomes and associated factors among patients receiving treatment for MDR-TB in southern Ethiopia.

METHODS: A retrospective follow-up study covering ten years, from 2014 to 2023, analyzed the records of confirmed cases of pulmonary TB admitted to Yirgalem General Hospital, an MDR-TB treatment initiation center in the Sidama Region. To compare the successful treatment outcomes across the years, a chi-square test of independence was conducted. Bivariate and multivariable logistic regression models were used to identify factors associated with treatment outcomes for MDR-TB.

RESULTS: Out of 276 confirmed MDR-TB cases, 4(1.4%) were diagnosed with resistance to second-line drugs (SLDs). Overall, 138 patients achieved favourable treatment outcomes, resulting in a treatment success rate of 50.0% [95% CI 44.1-55.9%]. Among these 138 patients, 105(76.1%, 95 CI 68.7-83.5%) were cured, while 33(23.9%, 95 CI 16.5-31.3%) completed their treatment. The successful treatment outcomes varied significantly across the years, ranging from 3.6% in 2020 to 90% in 2021. The analysis indicated a statistically significant difference in treatment outcomes when considering data from 2014 to 2023 (χ2 = 44.539, p = 0.001). The proportion of patients with deaths, lost-to-follow-up (LTFU), treatment failures and not evaluated were 7.9% [95% CI 4.8-11.2%], 10.9% [95% CI 7.2-14.6%), 2.2% [95% CI 1.1-3.3%), and 28.9% [95% CI 23.7-34.2%] respectively. Individuals with a positive HIV status had significantly lower odds of a favorable treatment outcome [AOR = 0.628, 95% CI (0.479-0.824), p = 0.018]. Similarly, patients with a BMI of less than 18 are more likely to have unfavorable treatment outcomes compared to those with a BMI of 18 or higher [AOR = 2.353, 95% CI 1.404-3.942, p < 0.001].

CONCLUSION: The study revealed a concerning 1.4% prevalence of additional resistance to SLDs. The 50% rate of unfavorable treatment among MDR-TB cases exceeds the target set by the WHO. A significant number of patients (10.9%) were LTFU, and the 28.9% categorized as ‘not evaluated’ is also concerning. Enhanced strategic interventions are needed to reduce such cases, and factors associated with poor treatment outcomes should receive greater attention. Future prospective studies can further explore the factors influencing improved treatment success.

PMID:39438829 | DOI:10.1186/s12890-024-03350-w

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Nevin Manimala Statistics

Translation regulation by RNA stem-loops can reduce gene expression noise

BMC Bioinformatics. 2024 Oct 22;24(Suppl 1):493. doi: 10.1186/s12859-024-05939-8.

ABSTRACT

BACKGROUND: Stochastic modelling plays a crucial role in comprehending the dynamics of intracellular events in various biochemical systems, including gene-expression models. Cell-to-cell variability arises from the stochasticity or noise in the levels of gene products such as messenger RNA (mRNA) and protein. The sources of noise can stem from different factors, including structural elements. Recent studies have revealed that the mRNA structure can be more intricate than previously assumed.

RESULTS: Here, we focus on the formation of stem-loops and present a reinterpretation of previous data, offering new insights. Our analysis demonstrates that stem-loops that restrict translation have the potential to reduce noise.

CONCLUSIONS: In conclusion, we investigate a structured/generalised version of a stochastic gene-expression model, wherein mRNA molecules can be found in one of their finite number of different states and transition between them. By characterising and deriving non-trivial analytical expressions for the steady-state protein distribution, we provide two specific examples which can be readily obtained from the structured/generalised model, showcasing the model’s practical applicability.

PMID:39438826 | DOI:10.1186/s12859-024-05939-8

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Nevin Manimala Statistics

Is cone-beam computed tomography more accurate than periapical radiography for detection of vertical root fractures? A systematic review and meta-analysis

BMC Med Imaging. 2024 Oct 22;24(1):286. doi: 10.1186/s12880-024-01472-5.

ABSTRACT

BACKGROUND: This study aimed to conduct a systematic review and meta-analysis to summarize the available evidence comparing the diagnostic accuracy of periapical radiography (PA) and cone-beam computed tomography (CBCT) for detection of vertical root fractures (VRFs).

METHODS: A search was conducted in PubMed, Scopus, and Web of Science for articles published regarding all types of human teeth. Data were analyzed by Comprehensive Meta-Analysis statistical software V3 software program. The I2 statistic was applied to analyze heterogeneity among the studies.

RESULTS: Twenty-three articles met the criteria for inclusion in the systematic review and 16 for the meta-analysis. The sensitivity and specificity for detection of VRFs were calculated to be 0.51 and 0.87, respectively for PA radiography, and 0.70 and 0.84, respectively for CBCT.

CONCLUSIONS: The sensitivity of CBCT was higher than PA radiography; however, difference between the specificity of the two modalities was not statistically significant.

PMID:39438817 | DOI:10.1186/s12880-024-01472-5

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Nevin Manimala Statistics

Epidemiological characteristics of influenza outbreaks in schools in Jiangsu Province, China, 2020-2023 post-COVID-19 pandemic

BMC Infect Dis. 2024 Oct 22;24(1):1189. doi: 10.1186/s12879-024-10079-8.

ABSTRACT

BACKGROUND: This study aimed to analyze the epidemic characteristics and influencing factors of school influenza outbreaks in Jiangsu Province, China from 2020 to 2023,following the COVID-19 pandemic, to inform prevention and control strategies.

METHODS: Data on influenza-like illness(ILI) outbreaks from the Chinese Influenza Surveillance Information System and national-level influenza surveillance sentinel hospitals were analyzed. The temporal distribution, school type, virus strains, and outbreak scales were examined using descriptive statistics.

RESULTS: From 2020 to 2023, 1142 influenza outbreaks occurred in schools, with primary schools(ages 6 to 12) accounting for 71.80%. Most large outbreaks were caused by A(H1N1) and A(H3N2), responsible for 8.99% of total outbreaks. Outbreaks were predominantly reported in the pre-peak periods of B(Victoria) and A(H1N1) circulation, accounting for 86.31% and 92.32% of their respective total outbreaks. No concurrent influenza and COVID-19 outbreaks were observed during the study period.

CONCLUSION: Primary and secondary schools are high-risk settings for influenza outbreaks. A(H3N2) shows higher adaptability and is more likely to co-circulate with other subtypes/lineages, especially A(H1N1), leading to larger outbreaks. B(Victoria)-caused outbreaks are more frequent but smaller in scale. School influenza outbreaks are more likely to occur during the early stages of seasonal peaks, particularly for B(Victoria) and A(H1N1). This suggests that influenza outbreaks in schools may play a crucial role in seeding and accelerating the spread of the virus within the broader community.

PMID:39438800 | DOI:10.1186/s12879-024-10079-8