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Nevin Manimala Statistics

Statistical associations versus causal inference

BJOG. 2021 Aug 31. doi: 10.1111/1471-0528.16895. Online ahead of print.

ABSTRACT

Many clinicians are of the opinion that observational studies may provide only “statistical associations”, but not “causal inference”. And further, that only randomized designs ensure causal interpretation. For the same reason, many medical journals have made rules for all observational studies finding significant statistical associations to be presented as just “associations” often emphasizing that a causal inference is not possible.

PMID:34464508 | DOI:10.1111/1471-0528.16895

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Nevin Manimala Statistics

The effect of first-time 4-wheeled walker use on the gait of younger and older adults

PM R. 2021 Aug 31. doi: 10.1002/pmrj.12700. Online ahead of print.

ABSTRACT

INTRODUCTION: The 4-wheeled walker is intended to enhance balance and gait for older adults. Yet, some research suggests that walking aids increase falls risk. An understanding of the influence of age with walker use on gait performance is required.

OBJECTIVE: To examine the effect of initial 4-wheeled walker use on spatiotemporal gait parameters between younger and older adults.

DESIGN: Cross-sectional, repeated-measures.

SETTING: Community-dwelling.

PARTICIPANTS: Twenty-five younger (age: 26.5 ± 4.1 years) and 24 older (age: 68.5 ± 10.5 years) adults participated. Younger adults were aged 18-35 years, while older adults were 50 years or older. Included were people not requiring the use of a walking aid, and those able to converse in English.

INTERVENTIONS: Not applicable.

MAIN OUTCOME MEASURE(S): Gait velocity and stride time variability were recorded using accelerometers. Gait was examined under three conditions: unassisted walking; walking with a 4-wheeled walker; and walking with a 4-wheeled walker while completing a secondary task. Conditions were performed across two walking paths: straight and figure of eight. Separate mixed-methods ANOVAs (within-subject: condition/path; between-subject: group) were used for statistical analyses.

RESULTS: Velocity was lower when walking using a walker while completing a cognitive task (P < 0.001), in the figure of eight (P < 0.001), and in older adults (P = 0.001). Stride time variability increased with walking path and condition difficulty (P < 0.001) for the straight path vs the figure of eight.

CONCLUSIONS: Using a 4-wheeled walker resulted in a slower and more inconsistent gait pattern across both age groups. Walking more complex configurations resulted in the prioritization of gait over the cognitive task while performing the dual-task conditions. No evidence of an age-related difference in the effect of initial walker use on gait was observed. Nonetheless, walkers are cognitively demanding and their introduction should warrant a clinical follow-up. This article is protected by copyright. All rights reserved.

PMID:34464511 | DOI:10.1002/pmrj.12700

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Nevin Manimala Statistics

Cannabis use impacts pre-stimulus neural activity in the visual cortices of people with HIV

Hum Brain Mapp. 2021 Aug 31. doi: 10.1002/hbm.25634. Online ahead of print.

ABSTRACT

People with HIV (PWH) use cannabis at a higher rate than the general population, but the influence on neural activity is not well characterized. Cannabis use among PWH may have a beneficial effect, as neuroinflammation is known to be a critical problem in PWH and cannabis use has been associated with a reduction in proinflammatory markers. Thus, it is important to understand the net impact of cannabis use on brain and cognitive function in PWH. In this study, we collected magnetoencephalographic (MEG) brain imaging data on 81 participants split across four demographically matched groups (i.e., PWH using cannabis, controls using cannabis, non-using PWH, and non-using controls). Participants completed a visuospatial processing task during MEG. Time-frequency resolved voxel time series were extracted to identify the dynamics of oscillatory and pre-stimulus baseline neural activity. Our results indicated strong theta (4-8 Hz), alpha (10-16 Hz), and gamma (62-72 Hz) visual oscillations in parietal-occipital brain regions across all participants. PWH exhibited significant behavioral deficits in visuospatial processing, as well as reduced theta oscillations and elevated pre-stimulus gamma activity in visual cortices, all of which replicate prior work. Strikingly, chronic cannabis use was associated with a significant reduction in pre-stimulus gamma activity in the visual cortices, such that PWH no longer statistically differed from controls. These results provide initial evidence that cannabis use may normalize some neural aberrations in PWH. This study fills an important gap in understanding the impact of cannabis use on brain and cognitive function in PWH.

PMID:34464488 | DOI:10.1002/hbm.25634

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Nevin Manimala Statistics

Does preoperative locally applied estrogen treatment facilitate prolapse-associated symptoms in postmenopausal women with symptomatic pelvic organ prolapse? A randomised controlled double-masked, placebo-controlled, multicenter study

BJOG. 2021 Aug 31. doi: 10.1111/1471-0528.16894. Online ahead of print.

ABSTRACT

OBJECTIVE: To evaluate if locally applied vaginal estrogen affects prolapse-associated complaints compared to placebo treatment in postmenopausal women prior to surgical prolapse repair.

DESIGN: Randomised, double-masked, placebo-controlled, multicenter study.

SETTING: Urogynaecology unit at the Medical University of Vienna and University Hospital of Tulln.

POPULATION: Postmenopausal women with symptomatic pelvic organ prolapse and planned surgical prolapse repair.

METHODS: Women were randomly assigned local estrogen cream or placebo cream 6 weeks preoperatively.

MAIN OUTCOME MEASURES: Primary outcome was differences in subjective prolapse-associated complaints after 6 weeks of treatment prior to surgery assessed with the comprehensive German pelvic floor questionnaire. Secondary outcomes included differences in other pelvic floor associated complaints (bladder, bowel, sexual function).

RESULTS: Out of 120 randomised women 103 (86%) remained for final analysis. After 6 weeks of treatment prolapse domain score did not differ between the estrogen and the placebo group (4.4 ± 0.19 vs. 4.6 ± 0.19; mean difference: – 0.21; 95%CI: -0.74 to 0.33; P=.445). Multivariate analysis, including only women with intervention, showed that none of the confounding factors modified response to estradiol.

CONCLUSIONS: These results demonstrate that preoperative locally applied estrogen does not ameliorate prolapse-associated symptoms in postmenopausal women with symptomatic pelvic organ prolapse.

PMID:34464489 | DOI:10.1111/1471-0528.16894

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Nevin Manimala Statistics

Educational actions on first aid for early childhood education teachers: a quasi-experimental study

Rev Esc Enferm USP. 2021 Aug 30;55:e20210025. doi: 10.1590/1980-220X-REEUSP-2021-0025. eCollection 2021.

ABSTRACT

OBJECTIVE: To assess the early childhood education teachers’ knowledge about first aid before and after the participation in an educational action.

METHOD: Quantitative research with a quasi-experimental pre- and post-test design, carried out with 45 teachers from four early childhood education schools. For data collection, an instrument with questions regarding the characterization of the participants and knowledge about first aid was used. Data were analyzed through statistical techniques, using the Shapiro Wilk and Wilcoxon tests.

RESULTS: There was an increase in the number of correct answers to the questions and improvement regarding grades, with an increase in the score from pre- to post-test by 5.17 points and with a significant comparison of sums.

CONCLUSION: Carrying out educational actions on first aid increases the knowledge of early childhood education teachers on the subject and the nurses’ role as health educators is highlighted.

PMID:34464434 | DOI:10.1590/1980-220X-REEUSP-2021-0025

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Nevin Manimala Statistics

Treatment of depression: Are psychotropic drugs appropriately dosed in women and in the elderly? Dosages of psychotropic drugs by sex and age in routine clinical practice

Hum Psychopharmacol. 2021 Aug 31:e2809. doi: 10.1002/hup.2809. Online ahead of print.

ABSTRACT

BACKGROUND: Several researchers have shown higher concentration-dose ratios of psychotropic drugs in women and the elderly. Therefore, lower dosages of psychotropic drugs may be recommended in women and the elderly. This study describes sex- and age-related dosage of psychotropic drugs prescribed to patients with major depressive disorder (MDD) in routine clinical practice.

METHOD: Influence of sex and age on dosages are analysed for the 10 most commonly prescribed drugs in our dataset consisting of 32,082 inpatients with MDD. Data stems from the European drug safety program “Arzneimittelsicherheit in der Psychiatrie”. The observed sex and age differences in prescriptions are compared to differences described in literature on age- and gender-related pharmacokinetics.

RESULTS: Among patients over 65 years, a statistically significant decrease in dosages with increasing age (between 0.65% and 2.83% for each increasing year of age) was observed, except for zopiclone. However, only slight or no influence of sex-related adjustment of dosage in prescriptions was found.

CONCLUSION: Age appears to influence adjustment of dosage in most psychotropic drugs, but to a lower extent than data on age-related pharmacokinetics suggests. Although literature also suggests that lower dosages of psychotropic drugs may be appropriate for females, this study found women are usually prescribed the same dosage as men.

PMID:34464471 | DOI:10.1002/hup.2809

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Nevin Manimala Statistics

Association between spirituality and quality of life of women with breast cancer undergoing radiotherapy

Rev Esc Enferm USP. 2021 Aug 30;55:e20200476. doi: 10.1590/1980-220X-REEUSP-2020-0476. eCollection 2021.

ABSTRACT

OBJECTIVE: To verify whether there is an association between spirituality/religiosity and quality of life of women with breast cancer undergoing radiotherapy.

METHOD: Cross-sectional, quantitative study performed between May and July 2019 in an Oncology Hospital of Porto Alegre state, Brazil. A sociodemographic questionnaire and the instruments EORTC-QLQ-C30 and WHOQOL-SRPB were applied. The data were verified through Shapiro-Wilk test, Pearson correlation coefficient, and Spearman.

RESULTS: The sample comprised 108 women with a mean age of 56, predominantly white, married, and with incomplete primary education. A positive correlation between “Overall quality of life score” with all facets of spirituality, as well as a negative correlation for the symptoms “Fatigue”, “Insomnia”, and “Diarrhea” with some aspects of spirituality, such as “Faith”, were observed.

CONCLUSION: The statistical significance of the correlation has positively associated spirituality/religiosity and quality of life in women with breast cancer undergoing radiotherapy. Understanding spirituality as a preponderant factor in quality of life contributes to positive nursing care interference, with individualized orientation and care to each woman.

PMID:34464432 | DOI:10.1590/1980-220X-REEUSP-2020-0476

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Nevin Manimala Statistics

Analysis and optimization of 15-minute community life circle based on supply and demand matching: A case study of Shanghai

PLoS One. 2021 Aug 31;16(8):e0256904. doi: 10.1371/journal.pone.0256904. eCollection 2021.

ABSTRACT

The 15-minute community life circle (15min-CLC) strategy is one of Shanghai’s important methods for building a global city and facing a society with a more diverse population structure in the future. In the existing research, the balance between the construction of the life circle and the needs of the people in the life circle still needs to be further fulfilled. This paper is based on the city’s multi-source large data set including 2018 AutoNavi POI (Point of Interests), OSM (OpenStreetMap) road network data and LandScan population data set, and evaluates the current status of Shanghai’s 15min-CLC through the fusion of kernel density estimation, service area analysis and other statistical models and proposes relevant optimization suggestions. The results show that there are the following shortcomings: (1) From the perspective of different types of infrastructure service facilities, the spatial construction of Shanghai’s overall life service facilities and shopping service facilities needs to be optimized. (2) From the perspective of comprehensive evaluation, the comprehensive service convenience of infrastructure service facilities in the downtown area is relatively high, while the comprehensive service convenience of urban infrastructure service facilities in the suburbs and outer suburbs is relatively low; The diversity of basic service facilities in the 15min-CLC in the downtown area is more consistent with the population distribution; However, in the peripheral areas of the urban area, too many infrastructure service facilities have been constructed. Based on the above shortcomings and the perspective of supply and demand matching, relevant optimization strategies are proposed in different regions and different types of infrastructure service facilities: (1) focus on the construction of basic service facilities in the urban fringe and urban-rural areas, improve the full coverage of the basic service facilities, and appropriately reduce the number of basic service facilities in the downtown area. (2) The development of community business models can be used to promote the development of new life service facilities and shopping service facilities. (3) Improve community medical institutions through facility function conversion, merger and reconstruction, etc. (4) Optimize the hierarchical basic service facility system and improve the population supporting facilities of basic service facilities in the 15min-CLC. This paper incorporates people’s needs and concerns on the living environment into the 15min-CLC evaluation model, and uses Shanghai as an example to conduct research, summarizes the existing shortcomings, and proposes corresponding optimization strategies based on the matching of supply and demand. This article attempts to explore a replicable 15min-CLC planning model, so that it can be extended to the Yangtze River Delta urban agglomeration, to provide reference for further research on the 15min-CLC, and to promote urban construction under the concept of sustainable development.

PMID:34464423 | DOI:10.1371/journal.pone.0256904

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Nevin Manimala Statistics

Impact of the dog population and household environment for the maintenance of natural foci of Leishmania infantum transmission to human and animal hosts in endemic areas for visceral leishmaniasis in Sao Paulo state, Brazil

PLoS One. 2021 Aug 31;16(8):e0256534. doi: 10.1371/journal.pone.0256534. eCollection 2021.

ABSTRACT

When it comes to visceral leishmaniasis (VL) in Brazil, one of the main targets of public health policies of surveillance is the control of domestic canine reservoirs of Leishmania infantum. This paper aims to evaluate the effect of the dog population and household environment for the maintenance of natural foci in the transmission to human and animal hosts in an endemic city for VL, Bauru, in Brazil. We collected 6,578 blood samples of dogs living in 3,916 households from Nov.2019 to Mar.2020 and applied geospatial models to predict the disease risk based on the canine population. We used Kernel density estimation, cluster analysis, geostatistics, and Generalized Additive Models (GAM). To validate our models, we used cross-validation and created a receiver operating characteristic (ROC) curve. We found an overall canine VL (CVL) seroprevalence of 5.6% for the sampled dogs, while for the households, the positivity rate was 8.7%. Odds ratios (OR) for CVL increased progressively according to the number of canines for >2 dogs (OR 2.70); households that already had CVL in the past increased the chances for CVL currently (OR 2.73); and the cases of CVL increase the chances for human VL cases (OR 1.16). Our models were statistically significant and demonstrated a spatial association between canine and human disease cases, mainly in VL foci that remain endemic. Although the Kernel density ratio map had the best performance (AUC = 82), all the models showed high risk in the city’s northwest area. Canine population dynamics must be considered in public policies, and geospatial methods may help target priority areas and planning VL surveillance in low and middle-income countries.

PMID:34464421 | DOI:10.1371/journal.pone.0256534

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Nevin Manimala Statistics

Sensitive proportion in ranked set sampling

PLoS One. 2021 Aug 31;16(8):e0256699. doi: 10.1371/journal.pone.0256699. eCollection 2021.

ABSTRACT

This paper considers the concomitant-based rank set sampling (CRSS) for estimation of the sensitive proportion. It is shown that CRSS procedure provides an unbiased estimator of the population sensitive proportion, and it is always more precise than corresponding sample sensitive proportion (Warner SL (1965)) that based on simple random sampling (SRS) without increasing sampling cost. Additionally, a new estimator based on ratio method is introduced using CRSS protocol, preserving the respondent’s confidentiality through a randomizing device. The numerical results of these estimators are obtained by using numerical integration technique. An application to real data is also given to support the methods.

PMID:34464414 | DOI:10.1371/journal.pone.0256699