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Nevin Manimala Statistics

Can digital skill protect against job displacement risk caused by artificial intelligence? Empirical evidence from 701 detailed occupations

PLoS One. 2022 Nov 8;17(11):e0277280. doi: 10.1371/journal.pone.0277280. eCollection 2022.

ABSTRACT

To identify the role of digital skill in the skill-biased technological changes caused by artificial intelligence, this study estimates the impacts of displacement risk on occupational wage and employment and examines the moderation effects of digital skill through the occupational data from the U.S. Bureau of Labor Statistics through the methods of fixed-effects modeling, heterogeneity analyzing and moderation effect testing. The results highlight three main points that (1) the displacement risk by artificial intelligence has significantly negative effects on occupational wage and employment, (2) the heterogeneous effects across occupational characteristics are significant, and (3) the digital skill exerts a significant moderation effect to protect against displacement risk. The core policy implication is suggested to emphasize digital skill in education and training across occupations to accommodate job requirements in the future.

PMID:36346798 | DOI:10.1371/journal.pone.0277280

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Clinical course and risk factors for sleep disturbance in patients with ischemic stroke

PLoS One. 2022 Nov 8;17(11):e0277309. doi: 10.1371/journal.pone.0277309. eCollection 2022.

ABSTRACT

BACKGROUND: Studies on insomnia in patients with ischemic stroke, particularly in the acute phase, are limited. The proportion of patients with sleep disturbance during the acute stroke period who are likely to develop insomnia in subacute and chronic stages of stroke is unknown. This study aimed to investigate the risk factors for sleep disturbance and the clinical course of the disease in patients with acute ischemic stroke.

METHODS: This prospective observational study included patients diagnosed with ischemic stroke between July 1, 2020, and October 31, 2021. The Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) for insomnia and the eight-item Athens Insomnia Scale (CAIS-8) were used to diagnose insomnia. Beck Depression Inventory (BDI) was applied to evaluate the mood of patients. Patient reported their sleeping conditions, before stroke onset and during the acute (within 7 days) and chronic (3 months after presentation) stroke periods.

RESULTS: In total, 195 patients with ischemic stroke were included in this study. Of these, 34.3% (67), 37.4% (73), and 29.7% (58) presented with sleep disturbance before stroke onset and during the acute and chronic stroke periods, respectively. Of the 128 patients without insomnia before stroke onset, 15.6% (20/128) presented with insomnia symptoms 3 months after stroke onset. Moreover, 13 (12.7%) of the 102 patients without sleep disturbance during the acute stroke period developed insomnia 3 months after stroke onset. Of the 67 patients with insomnia before stroke onset 29 (43.3%) did not develop the condition 3 months after stroke onset. A higher risk of sleep disturbance was associated with atrial fibrillation, hypertension, and mood disturbance in the acute stroke period, and a higher risk of insomnia was associated with low education and mood disturbance in the chronic stroke period.

CONCLUSION: The prevalence rates of sleep disturbance before and during the acute and chronic stroke periods were 34.3%, 37.4%, and 29.7%, respectively. The incidence of stroke-related insomnia was 15.6%. Patients with insomnia before stroke may recover after the stroke. Atrial fibrillation, hypertension, and mood disturbance were associated with a higher risk of sleep disturbance in the acute stroke period, whereas low education and mood disturbance were associated with insomnia in the chronic stroke period.

PMID:36346797 | DOI:10.1371/journal.pone.0277309

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Nevin Manimala Statistics

Are only-children different? Evidence from a lab-in-the-field experiment of the Chinese one-child policy

PLoS One. 2022 Nov 8;17(11):e0277210. doi: 10.1371/journal.pone.0277210. eCollection 2022.

ABSTRACT

In this paper, we present evidence from a lab-in-the-field experiment of the effects of the Chinese one-child policy on adults in China who were born just before and after the introduction of the policy. We measure risk, uncertainty, and time preferences, as well as subjects’ preferences in the social domain, i.e., concerning competitiveness, cooperation, and bargaining. We sampled people from three Chinese provinces born both before and after the introduction of the policy in 1979. We utilize the fact that the one-child policy was introduced at different times and with different degrees of strictness in different provinces. Overall, we find a statistically significant effect only on risk and uncertainty aversion and not on any other preferences in the experiments: Those born after the introduction of the one-child policy are less risk and uncertainty averse. These results hold for various robustness checks and heterogeneity tests. Hence, our results do not confirm the general wisdom and stereotype of only-children in China being “little emperors.”

PMID:36346790 | DOI:10.1371/journal.pone.0277210

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Risk association of RANKL and OPG gene polymorphism with breast cancer to bone metastasis in Pashtun population of Khyber Pakhtunkhwa, Pakistan

PLoS One. 2022 Nov 8;17(11):e0276813. doi: 10.1371/journal.pone.0276813. eCollection 2022.

ABSTRACT

INTRODUCTION: The receptor activator NF-κB ligand (RANKL) and Osteoprotegrin (OPG) single nucleotide polymorphisms (SNPs) have been associated with the risk of breast cancer to bone metastasis. This study was designed to investigate the association of RANKL and OPG gene polymorphisms with breast to bone metastasis in Pashtun population of Khyber Pakhtunkhwa, Pakistan.

MATERIALS AND METHODS: A total of 215 participants were enrolled containing 106 breast cancer patients, 58 breast to bone metastasis and 51 age and gender matched healthy controls. RANKL (rs9533156) and OPG (rs2073618, rs3102735) polymorphisms were genotyped in genomic DNA, using Tetra-ARMS PCR protocol. The results were analyzed among the three groups and P-value less then 0.05 were considered statistically significant.

RESULTS: Our results displayed significant association of OPG (rs3102735) risk allele and corresponding genotypes in breast cancer vs healthy controls, bone metastasis vs healthy controls and breast cancer vs breast to bone metastasis as a disease risk. However, there was no association observed for OPG (rs2073618) risk allele and corresponding genotypes with the diseases risk. Similarly, RANKL (rs9533156) risk allele and corresponding genotypes in breast cancer vs healthy controls, bone metastasis vs healthy controls and breast cancer vs breast to bone metastasis exhibited significant association except for the risk allele carrying genotypes in breast to bone metastasis.

CONCLUSION: OPG (rs3102735) and RANKL (rs9533156) exhibited significant association with breast to bone metastasis while OPG (rs2073618) didn’t show significant association with breast to bone metastasis in Pashtun population of Pakistan. However, this study unlocks more questions to investigate the exact scenario of genetic predisposition of breast to bone metastasis.

PMID:36346787 | DOI:10.1371/journal.pone.0276813

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FlowUTI: An interactive web-application for optimizing the use of flow cytometry as a screening tool in urinary tract infections

PLoS One. 2022 Nov 8;17(11):e0277340. doi: 10.1371/journal.pone.0277340. eCollection 2022.

ABSTRACT

Due to the high prevalence of patients attending with urinary tract infection (UTI) symptoms, the use of flow-cytometry as a rapid screening tool to avoid unnecessary cultures is becoming a widely used system in clinical practice. However, the recommended cut-points applied in flow-cytometry systems differ substantially among authors, making it difficult to obtain reliable conclusions. Here, we present FlowUTI, a shiny web-application created to establish optimal cut-off values in flow-cytometry for different UTI markers, such as bacterial or leukocyte counts, in urine from patients with UTI symptoms. This application provides a user-friendly graphical interface to perform robust statistical analysis without a specific training. Two datasets are analyzed in this manuscript: one composed of 204 urine samples from neonates and infants (≤3 months old) attended in the emergency department with suspected UTI; and the second dataset including 1174 urines samples from an elderly population attended at the primary care level. The source code is available on GitHub (https://github.com/GuillermoMG-HUVR/Microbiology-applications/tree/FlowUTI/FlowUTI). The web application can be executed locally from the R console. Alternatively, it can be freely accessed at https://covidiario.shinyapps.io/flowuti/. FlowUTI provides an easy-to-use environment for evaluating the efficiency of the urinary screening process with flow-cytometry, reducing the computational burden associated with this kind of analysis.

PMID:36346782 | DOI:10.1371/journal.pone.0277340

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Extracorporeal Membrane Oxygenation (ECMO) Training Program in A Pediatric Cardiac Intensive Care Unit: An 8-Year Single-Center Experience in Argentina

Braz J Cardiovasc Surg. 2022 Nov 8;37(5):654-662. doi: 10.21470/1678-9741-2021-0560.

ABSTRACT

INTRODUCTION: Extracorporeal membrane oxygenation (ECMO) for temporary cardiopulmonary support is one of the most intense and technologically complex therapies offered in medicine. It is a high-risk procedure that requires specific knowledge and technical skills to perform it with good results.

OBJECTIVE: The main goal of this study is to describe our extracorporeal membrane oxygenation (ECMO) training program based on the study of specialized nurses and physicians of a simulation teaching experience, conducted in a pediatric cardiac intensive care unit. The program was developed as a theoretical-practical course with final exam and annual maintenance training sessions, caring for ECMO patients, its implementation and results.

METHODS: A descriptive study for registered nurses, intensivists, and cardiac surgeons. A self-administered, anonymous, and voluntary survey was conducted to assess the long-term perception about the program. Demographic data to describe the population was required, and questions about satisfaction and confidence in acquired skills and competences were asked. A descriptive statistical analysis was performed; patient survival and complications were compared before and after ECMO program using chi-square test, and P<0.05 was considered statistically significant.

RESULTS: Twenty-four training courses were performed for 68 professionals. More than 88% of the professionals considered the course components to be adequate and complete; and 94% felt trained to manage the ECMO circuit. Most valued activities were workshops and clinical cases. Since the implementation of the training program, 88 patients were assisted, with a survival rate at discharge of 58%, higher than in the previous period (P=0.03).

CONCLUSION: More than 80% of the professionals considered the workshops and simulations as the most useful components. Reliance on the circuit care was higher than in training problem scenarios. Since 2013 we assisted 88 patients on ECMO, with a survival rate at discharge of 58%, within international standards results.

PMID:36346772 | DOI:10.21470/1678-9741-2021-0560

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The Effect of Supportive-Educational Interventions on Stress and Adaptation to Maternal Role: A Quasi-Experimental Study

Matern Child Health J. 2022 Nov 8. doi: 10.1007/s10995-022-03512-4. Online ahead of print.

ABSTRACT

BACKGROUND: Preterm delivery is a stressful event and stress can affect adaptation to maternal role. The purpose of this study is to determine the effect of supportive-educational interventions on stress and adaptation to the maternal role among women with premature infants hospitalized in the neonatal intensive care unit.

METHODS: This quasi-experimental study was conducted on 60 women with premature infants hospitalized in the neonatal intensive care unit. A control group (n = 30) was initially selected from eligible female participants. Sampling was stopped for three weeks and then the intervention group was sampled. The entire sampling process was carried out from December 2018 to June 2019. The control group received usual care at the hospital and the intervention group (n = 30) received three sessions of supportive-educational intervention in addition to routine care. Data were collected through the perceived stress and the maternal role adaptation questionnaires completed by both groups at the time of infant discharge, and also at the follow-up period (one month after discharge).

RESULTS: The results showed that maternal stress score changed considerably over time and a significant difference between the two groups was observed (P < 0.05). Additionally, adaptation to the maternal role changed substantially over time and the difference between the two groups was statistically significant (P < 0.05).

CONCLUSION: The supportive-educational program reduced the stress of mothers with premature infants hospitalized in the neonatal intensive care unit and increased their adaptation to the maternal role.

PMID:36346564 | DOI:10.1007/s10995-022-03512-4

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Prevalence and risk factors for hospital-acquired anemia in internal medicine patients: learning from the “less is more” perspective

Intern Emerg Med. 2022 Nov 8. doi: 10.1007/s11739-022-03147-x. Online ahead of print.

ABSTRACT

Hospital-acquired anemia is defined as a new-onset anemia in hospitalized patients who have a normal hemoglobin level at admission. Its prevalence is unknown and most studies published on this topic have been conducted in intensive care unit patients with limited applicability to less acute settings, such as internal medicine wards. We conducted a retrospective study and enrolled 129 patients who were admitted to an Internal Medicine Unit between October 2021 and February 2022. The median value of phlebotomy during hospitalization was 46 ml (IQR 30-72 ml), whereas the median length of hospital stay was 9 days (IQR 5-13 days). The median value of hemoglobin reduction was -0.63 g/dl (p < 0.001) and the maximum value of drop in hemoglobin value was -2.6 g/dl. All patients who experienced a phlebotomy > 85 ml had a hemoglobin reduction > 0.6 g/dl. 20.9% of patients developed anemia during the hospital stay (7% moderate and 13.9% mild). No cases of severe anemia were observed. The volume of blood drawn during the hospital stay and the Hb value on admission were the only two variables statistically associated with the development of anemia, whereas gender, age, and chronic diseases, such as diabetes, history of cancer, or heart failure, were not. Strategies, such as elimination of unnecessary laboratory tests and the use of smaller tubes for blood collection, are needed to reduce the volume of iatrogenic blood loss and avoid blood wastage occurring during hospitalization in internal medicine patients.

PMID:36346557 | DOI:10.1007/s11739-022-03147-x

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The XINDI Study: A Randomized Phase III Clinical Trial Evaluating the Efficacy and Safety of Safinamide as Add-On Therapy to Levodopa in Chinese Patients with Parkinson’s Disease with Motor Fluctuations

CNS Drugs. 2022 Nov 8. doi: 10.1007/s40263-022-00958-6. Online ahead of print.

ABSTRACT

BACKGROUND: Levodopa remains the gold standard for the treatment of Parkinson’s disease, but its long-term use is associated with motor complications whose management is still a significant challenge. Safinamide is a multimodal drug with proven efficacy as an adjunct to levodopa.

OBJECTIVE: The objective of this study was to investigate the efficacy and safety of safinamide as an add-on to levodopa in Chinese patients with Parkinson’s disease with motor fluctuations.

METHODS: The XINDI study was a phase III, randomized, double-blind, placebo-controlled, multicenter study, with a 2-week screening period and a 16-week treatment period. The starting dose of safinamide (or placebo) was 50 mg once daily, increased to 100 mg once daily at day 15. Patients aged ≥ 18 years, with idiopathic Parkinson’s disease of >3 years duration, Hoehn and Yahr stage 1-4, and daily OFF time ≥ 1.5 h, were eligible. Patients should follow a stable oral levodopa regimen and may receive concomitant treatment with stable doses of other anti-Parkinson drugs, except monoamine oxidase-B inhibitors. Patients with severe disabling peak-dose or biphasic dyskinesia, unpredictable or widely swinging fluctuations, other forms of parkinsonism, a history of dementia or severe cognitive dysfunction, major psychiatric illnesses, and/or clinically significant medical illnesses were excluded. The primary efficacy endpoint was the change from baseline to week 16 in the mean daily OFF time. Secondary efficacy endpoints included the Unified Parkinson’s Disease Rating Scale, the Numerical Rating Scale, the Clinical Global Impression scale, and the 39-Item Parkinson’s Disease Questionnaire scale. The statistical analysis of the efficacy parameters was conducted using an analysis of co-variance, except for the Clinical Global Impression scale scores that were assessed using the Wilcoxon-Mann-Whitney test. Safety was evaluated through the frequency of adverse events and serious adverse events, physical examination, vital signs, 12-lead electrocardiograms, and laboratory exams. All safety endpoints were summarized using descriptive statistics.

RESULTS: The trial enrolled 307 patients. At week 16, the difference in the change of the mean total daily OFF time between safinamide and placebo groups was 1.10 h (p < 0.0001). This change was significantly greater in the safinamide group starting from week 2, suggesting a rapid onset of drug efficacy. ON time, Unified Parkinson’s Disease Rating Scale, Clinical Global Impression scale, and the 39-Item Parkinson’s Disease Questionnaire showed statistically significant improvements. There were no significant between-group differences for adverse events or serious adverse events.

CONCLUSIONS: Safinamide, as add-on therapy to levodopa, significantly reduced motor fluctuations and improved motor symptoms and quality of life of Chinese patients with idiopathic Parkinson’s disease. The improvements observed in the Unified Parkinson’s Disease Rating Scale total and motor scores were also clinically significant. No safety concerns were identified, confirming the good tolerability profile of the drug.

CLINICAL TRIAL REGISTRATION: NCT03881371, registered on 19 March, 2019, https://clinicaltrials.gov/NCT03881371 .

PMID:36346534 | DOI:10.1007/s40263-022-00958-6

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Bisphenol A alters sexual dimorphism and gene expression in marine medaka Oryzias melastigma

Environ Sci Pollut Res Int. 2022 Nov 8. doi: 10.1007/s11356-022-23863-3. Online ahead of print.

ABSTRACT

Bisphenol A (BPA) is an endocrine disruptor that is present in freshwater and marine environments. However, conclusive evidence for the toxicity of chronic BPA exposure to marine fishes remains lacking. Therefore, we investigated the influence of BPA on male marine medaka (Oryzias melastigma). BPA exposure induced formation of testis-ova at 2610 µg/L, and male-type anal fins became more female type in a concentration-dependent manner. Some males with female-type anal fins had normal testes, indicating that anal fin shape is more sensitive to BPA. Gonadal soma-derived factor (gsdf) expression decreased after BPA exposure in the 746 and 2610 µg/L exposure groups, although the changes were not statistically significant. Additionally, liver vitellogenin (vtg) expression increased in a dose-dependent manner and was significantly higher in all exposure groups. vtg and gsdf are likely to be useful biomarkers for the impact of estrogenic endocrine disrupters in O. melastigma.

PMID:36346516 | DOI:10.1007/s11356-022-23863-3