Tag: statistics

JMIR Hum Factors. 2022 Jul 1;9(3):e38469. doi: 10.2196/38469.

ABSTRACT

BACKGROUND: Cardiovascular disease and type 2 diabetes mellitus are two of the most prevalent chronic conditions worldwide. An unhealthy lifestyle greatly contributes to someone’s risk of developing these conditions. Mobile health is an emerging technology that can help deliver health promotion interventions to the population, for example, in the form of health apps.

OBJECTIVE: The aim of this study was to test the feasibility of an app-based intervention for cardiovascular and diabetes risk awareness and prevention by measuring nonusage, dropout, adherence to app use, and usability of the app over 3 months.

METHODS: Participants were eligible if they were aged 45 years or older, resided in Australia, were free of cardiovascular disease and diabetes, were fluent in English, and owned a smartphone. In the beginning, participants received an email with instructions on how to install the app and a user guide. After 3 months, they received an email with an invitation to an end-of-study survey. The survey included questions about general smartphone use and the user version of the Mobile Application Rating Scale. We analyzed app-generated and survey data by using descriptive and inferential statistics as well as thematic analysis for open-text comments.

RESULTS: Recruitment took place between September and October 2021. Of the 46 participants who consented to the study, 20 (44%) never used the app and 15 (33%) dropped out. The median age of the app users at baseline was 62 (IQR 56-67) years. Adherence to app use, that is, using the app at least once a week over 3 months, was 17% (8/46) of the total sample and 31% (8/26) of all app users. The mean app quality rating on the user version of the Mobile Application Rating Scale was 3.5 (SD 0.6) of 5 points. The app scored the highest for the information section and the lowest for the engagement section of the scale.

CONCLUSIONS: Nonusage and dropouts were too high, and the adherence was too low to consider the intervention in its current form feasible. Potential barriers that we identified include the research team not actively engaging with participants early in the study to verify that all participants could install the app, the intervention did not involve direct contact with health care professionals, and the app did not have enough interactive features.

PMID:35776504 | DOI:10.2196/38469

Phys Rev Lett. 2022 Jun 17;128(24):240601. doi: 10.1103/PhysRevLett.128.240601.

ABSTRACT

We define an ensemble of random Clifford quantum circuits whose output state undergoes an entanglement phase transition between two volume-law phases as a function of measurement rate. Our setup maps exactly the output state to the ground space of a spin glass model. We identify the entanglement phases using an order parameter that is accessible on a quantum chip. We locate the transition point and evaluate a critical exponent, revealing spin glass criticality. Our Letter establishes an exact statistical mechanics theory of an entanglement phase transition.

PMID:35776455 | DOI:10.1103/PhysRevLett.128.240601

Phys Rev Lett. 2022 Jun 17;128(24):241801. doi: 10.1103/PhysRevLett.128.241801.

ABSTRACT

We present a measurement of ν_{e} interactions from the Fermilab Booster Neutrino Beam using the MicroBooNE liquid argon time projection chamber to address the nature of the excess of low energy interactions observed by the MiniBooNE Collaboration. Three independent ν_{e} searches are performed across multiple single electron final states, including an exclusive search for two-body scattering events with a single proton, a semi-inclusive search for pionless events, and a fully inclusive search for events containing all hadronic final states. With differing signal topologies, statistics, backgrounds, reconstruction algorithms, and analysis approaches, the results are found to be either consistent with or modestly lower than the nominal ν_{e} rate expectations from the Booster Neutrino Beam and no excess of ν_{e} events is observed.

PMID:35776450 | DOI:10.1103/PhysRevLett.128.241801

Front Med. 2022 Jul 1. doi: 10.1007/s11684-021-0902-1. Online ahead of print.

ABSTRACT

The total number of cancer patients who are eligible for and will benefit from immune checkpoint inhibitors (ICIs) in China has not been quantified. This cross-sectional study was conducted to estimate the number of Chinese cancer patients with eligibility and response to ICIs based on the 2015 Chinese cancer statistics and the immune checkpoint inhibitor clinical practice guideline of the Chinese Society of Clinical Oncology. A total of 11 ICIs were recommended for 17 cancer types. The estimated number of eligible patients annually was 1 290 156 (55.18%), which included 888 738 males (60.05%) and 400 468 females (46.67%). The estimated number of responders annually was 448 972 (19.20%), which included 309 023 males (20.88%) and 139 764 females (16.29%). Gastric cancer (n=291 000, 12.45%), non-small-cell lung cancer (n=289 629, 12.39%), and hepatocellular carcinoma (n=277 100, 11.85%) were the top three cancer types with the highest number of eligible patients. Non-small-cell lung cancer (n=180 022, 7.70%), hepatocellular carcinoma (n=75 648, 3.24%), and small-cell lung cancer (n=64 362, 2.75%) were the top three cancer types with the highest number of responders. In conclusion, ICIs provide considerable benefit in Chinese cancer patients under optimal estimation.

PMID:35776405 | DOI:10.1007/s11684-021-0902-1

Environ Monit Assess. 2022 Jul 1;194(8):549. doi: 10.1007/s10661-022-10137-1.

ABSTRACT

Savar Upazila in the Dhaka District is a rapidly expanding city with a diverse range of industries and agricultural activities. This expansion poses environmental challenges including the threat to groundwater contamination. Based on these considerations, the objective of this research is to carry out a shallow groundwater hydrogeochemical characterization and an assessment of the suitablity of the groundwater for drinking and irrigational purposes using a geochemical approach, multivariate statistical techniques, and some indices of groundwater quality. The hydrogeochemical analyses of 42 groundwater samples from shallow depths (18 – 76 m) showed that the order of concentrations of cations, anions, and metals was Ca²⁺ > Na⁺ > Mg²⁺ > K⁺, HCO₃^– > Cl^– > SO₄^2- > NO₃^–, and Cr > As > Pb > Mn > Fe, respectively. Weathering of silicates was found to be the most significant hydrogeochemical process governing the chemistry of groundwater. Cation exchange also plays a significant role in the evolution of the groundwater chemistry. Principal component analysis and hierarchical cluster analysis suggested that anthropogenic activities are influencing groundwater quality. A drinking water quality index map showed that about 91% of the groundwater samples were in the excellent category and suitable for human consumption, with only a few samples exceeding the standards of the WHO and Bangladesh for concentrations of Ca²⁺, Mg²⁺, HCO₃^–, Fe, Mn, and As. An analysis of irrigation quality parameters found that most of the groundwater samples were either excellent or good for agricultural uses, except for one sample in the Tetuljhora Union that was unsuitable based on residual sodium carbonate. This finding may be useful to local governments in understanding the current status of groundwater quality, tracking potential threats of contamination, and initiating appropriate measures for long-term groundwater resource management.

PMID:35776389 | DOI:10.1007/s10661-022-10137-1

Behav Res Methods. 2022 Jul 1. doi: 10.3758/s13428-022-01890-9. Online ahead of print.

ABSTRACT

In this article, we present the Chinese Children’s Lexicon of Written Words (CCLOWW), the first grade-level database that provides frequency statistics of simplified Chinese characters and words for children. The database computes from a corpus of 34,671,424 character tokens and 22,427,010 word tokens (including single- and multicharacter words), extracted from 2131 books. It contains 6746 different character types and 153,079 different word types. CCLOWW provides several frequency indices of simplified Chinese for three grade levels (grade 2 and below, grades 3-4, grades 5-6) to profile children’s experience with written Chinese in and outside of school. We describe in this article the distributions of frequency and contextual diversity of the characters and words, as well as word length and syntactic categories of the words in the corpus and the subcorpora. We also report results of correlation analyses with other written corpora and of several naming and lexicon decision experiments. The findings suggest that CCLOWW frequency measures correlate well with other corpora. Importantly, they could reliably predict children’s and adults’ naming and lexical decision performances. They could also explain variance in adults’ visual word recognition, in addition to frequency measures computed in an adult corpus, indicating that early print exposure might influence readers’ lexical processing later on beyond an age of acquisition effect. CCLOWW will help researchers in language processing and development as well as educators with selecting language materials appropriate for children’s developmental stages. The database is freely available online at https://www.learn2read.cn/database/ .

PMID:35776384 | DOI:10.3758/s13428-022-01890-9

Int J Clin Pharm. 2022 Jul 1. doi: 10.1007/s11096-022-01425-4. Online ahead of print.

ABSTRACT

BACKGROUND : There have been cases reporting anaplastic lymphoma kinase (ALK) tyrosine kinase inhibitors (TKIs) and associated serious gastrointestinal (GI) adverse drug reactions (gastrointestinal obstruction, perforation, and ulceration). These adverse drug reactions are not in the drug package inserts, and the drug relationships are not proven in the literature. AIM: We aimed to examine the potential association between GI obstruction, perforation, and ulceration, and ALK-TKIs by data mining of the US FDA Adverse Event Reporting System (FAERS). METHOD : We conducted a disproportionality analysis of GI obstruction, perforation, and ulceration by estimating the reporting odds ratios (ROR) and the information component (IC) with 95% confidence intervals. RESULTS : A total of 279 cases of ALK-TKI-associated GI obstruction, perforation, and ulceration from January 1, 2011, to December 31, 2020, were identified. GI obstruction, perforation, and ulceration cause 16% of cases of death. A significantly increased reporting rate for GI obstruction [ROR 1.77 (1.45-2.15); IC 0.82 (0.53-2.03)] and perforation [ROR 1.61 (1.28-2.02); IC 0.68 (0.35-1.92)] was observed for ALK-TKIs as a drug class. The signal of GI ulceration was detected only in crizotinib [ROR 1.23 (1.01-1.50); IC 0.29 (0.01-1.51)]. A statistically significant ROR and IC emerged for the site of the esophagus. CONCLUSION : Overall, the pharmacovigilance study of the FAERS indicates slightly increased reporting of GI obstruction and perforation, which may cause severe or even fatal outcomes among ALK-TKIs users.

PMID:35776375 | DOI:10.1007/s11096-022-01425-4

Neuropsychol Rev. 2022 Jul 1. doi: 10.1007/s11065-022-09547-2. Online ahead of print.

ABSTRACT

Congenital heart disease (CHD) is the most common cause of major congenital anomalies in the world. Disruptions to brain development in this population may impact cognitive outcomes. As individuals with CHD age, understanding of long-term neurocognitive and brain outcomes is essential. Synthesis of the current literature of brain-behavior relationships in adolescents and young adults with CHD is needed to understand long-term outcomes and identify literature gaps. This systematic review summarizes and integrates the current literature on the relationship between structural neuroimaging and neurocognitive outcomes in adolescents and young adults with CHD. Included papers were published through August 2, 2021. Searches were conducted on Pubmed and APA PsycInfo. Studies were eligible for inclusion if they evaluated adolescents or young adults (ages 10-35) with CHD, and without genetic comorbidity. Studies explored relationships among structural neuroimaging and neurocognitive outcomes, were in English, and were an empirical research study. A total of 22 papers were included in the current review. Data from each study was extracted and included in a table for comparison along with a systematic assessment of study quality. Results suggest worse brain outcomes (i.e., brain abnormality, reduced volume, lower fractional anisotropy, and brain topology) are related to poorer performance in neuropsychological domains of intelligence, memory, and executive functioning. Consistently, poorer memory performance was related to lower hippocampal and temporal region volumes. Statistically significant brain-behavior relationships in adolescents and young adults with CHD are generally observed across studies but there is a lack of consistency in investigated neuropsychological constructs and brain regions to be able to make specific conclusions. Further research with adult samples of CHD is needed to better understand the long-term impacts of early neurological insult.

PMID:35776371 | DOI:10.1007/s11065-022-09547-2

Sleep Breath. 2022 Jul 1. doi: 10.1007/s11325-022-02676-1. Online ahead of print.

ABSTRACT

PURPOSE: This study aimed to assess the prevalence of poor sleep quality and to describe its predictors in diabetic patients having chronic venous insufficiency and varicose veins treated with cyanoacrylate glue.

METHODS: This single-center, prospective cohort study was conducted between March 2018 and March 2021. A total of 103 patients with diabetes mellitus and chronic venous insufficiency (CEAP classification at stages C3-C6) treated with cyanoacrylate glue for varicose veins were recruited. A questionnaire form, Pittsburg Sleep Quality Index, Berlin Questionnaire, and Diagnostic Criteria for Restless Legs Syndrome were used for data collection. A Doppler USG assessment was performed in the first clinical examination.

RESULTS: Almost half of the participants had had diabetes mellitus for 10 years or more, and 52% had good glucose control. Among the study sample, 61% were poor sleepers, 47% of the participants were RLS positive, and 51% had a high risk of sleep apnea. RLS, HbA1c, and dressing at home had positive associations with poor sleep quality (p < 0.05) on the fifth day after the peripheral embolization. One month after the operation, participants had better sleep quality; however, there were no statistically significant differences between the assessments of RLS and the risk of OSA compared to the fifth day after the operation (p > 0.05).

CONCLUSIONS: This prospective study showed that restless legs syndrome, a high level of HbA1c, and dressed injection area of the skin are associated with poor sleep quality in patients with diabetes having chronic venous insufficiency and varicose veins treated with cyanoacrylate glue. Additionally, participants had better sleep quality 1 month after the peripheral embolization compared to the fifth day after the operation.

PMID:35776370 | DOI:10.1007/s11325-022-02676-1

Spine Deform. 2022 Jul 1. doi: 10.1007/s43390-022-00526-4. Online ahead of print.

ABSTRACT

PURPOSE: Early-onset scoliosis (EOS) can have harmful effects on pulmonary function. Serial elongation, derotation, and flexion (EDF) casting can cure EOS or delay surgical intervention. Most described casting techniques call for specialized tables, which are not available at many institutions. We describe an innovative technique for EDF casting utilizing a modified Jackson table (MJ) and compare results to a Risser frame (RF).

METHODS: All patients who underwent EDF casting at our institution between January 2015 and January 2019 were identified and retrospectively reviewed. Patients were stratified by type of table used and clinical and radiographic outcomes were compared. Standard descriptive statistics were calculated.

RESULTS: We identified 25 patients who underwent 77 casting events, 11 on an MJ table and 14 on a RF. Mean follow-up was 32 months (range 11-61 months). 28% of patients had idiopathic scoliosis. There was no significant difference in age at initiation of casting (P = 0.3), initial Cobb angle (equivalence, P = 0.009), or rate of idiopathic scoliosis between the MJ and RF groups. There was no significant difference in initial coronal Cobb angle percent correction (equivalence, P = 0.045) or percent correction at 1-year follow-up (equivalence, P = 0.010) between the two groups. There was no difference in cast related complications. There was a significant difference in surgical time, with the MJ group 11 min shorter than the RF (P = 0.005).

CONCLUSION: The MJ table is a safe and effective alternative for applying EDF casts under traction without the need for a specialized table.

LEVEL OF EVIDENCE: III.

PMID:35776363 | DOI:10.1007/s43390-022-00526-4