scholarly journals Regression Tree Modelling to Predict Total Average Extra Costs in Household Spending During COVID-19 Pandemic

2021 ◽  
Author(s):  
Nesma Lotfy
Keyword(s):  
Regression Tree ◽  
Cross Sectional Study ◽  
Snowball Sampling ◽  
Sectional Study ◽  
Monthly Income ◽  
Cross Sectional ◽  
Hand Sanitizer ◽  
Household Spending ◽  
Before And After ◽  
Total Average

AbstractBackgroundPrevention of coronavirus (COVID-19) regarding households has many aspects, such as buying masks, hand sanitizer, face shield, and many others. As a result of buying the previous items, the household spending per month will be increase during the COVID-19 pandemic period.AimsTo calculate the average costs of each extra item involved in households spending during COVID-19 pandemic and to predict the total average extra costs spending by households.MethodsA cross-sectional study was conducted at High Institute of Public Health (HIPH), University Alexandria. Exponential snowball sampling was used to recruit students at HIPH and their friends. Trimming costs was done to remove extreme low and high values. A regression tree modelling was implemented to predict the total extra costs spending during COVID-19 pandemic.ResultsMost of the respondents were female (81%) and aged between 30 and 40 (56.3%). About 63.1% of families had the same monthly income while 35.4% had a decrease in monthly income. A significant reduction in days of leaving home before and after COVID-19 pandemic was observed (before; mean= 5.86, after; mean = 4.66, P=0.000). The extra spending in grocery was the dominated item compared to other items (mean = 707.2, SD = 530.7). Regarding regression tree, the maximum average extra costs due to COVID-19 pandemic was 1386 L.E/month (around 88.23$/month) while the minimum average extra costs was 217 L.E/month (around 13.81$/month).ConclusionsThe effect of COVID-19 pandemic in households spending varies largely between households, it depends on what they do to prevent COVID-19.*Hint: Convert form L.E to dollar performed according to price of dollar at 18-12-2020

scholarly journals Regression tree modelling to predict total average extra costs in household spending during COVID-19 pandemic

2021 ◽  
Vol 45 (1) ◽  
Author(s):  
Nesma Lotfy
Keyword(s):  
Regression Tree ◽  
Monthly Income ◽  
Leaving Home ◽  
Hand Sanitizer ◽  
Household Spending ◽  
Before And After ◽  
Total Average

Abstract Background Prevention of coronavirus (COVID-19) regarding households has many aspects, such as buying mask, hand sanitizer, face shield, and many others. As a result of buying the previous items, the household spending per month will increase during the COVID-19 pandemic period. This study aimed to calculate the average costs of each extra item involved in households spending during COVID-19 pandemic and to predict the total average extra costs spending by households. Results Most of the respondents were females (81%) and aged between 30 and 40 (56.3%). About 63.1% of families had the same monthly income while 35.4% had a decrease in monthly income. A significant reduction in days of leaving home before and after COVID-19 pandemic was observed (before; median = 6, after; median = 5, P =  < 0.001). The extra spending in grocery was the dominated item compared to other items (mean = 707.2 L.E./month, SD = 530.7). Regarding regression tree, the maximum average extra costs due to COVID-19 pandemic were 1386 L.E./month (around 88.56$/month (1$—> 15.65L.E.)) while the minimum average extra costs were 217 L.E./month (around 13.86$/month). Conclusions The effect of COVID-19 pandemic in households spending varies largely between households, it depends on what they do to prevent COVID-19.

scholarly journals Food Insecurity and Affecting Factors in Households with Children During the Covid-19 Pandemic: A Cross-Sectional Study

2021 ◽  
pp. 1-20
Author(s):  
Gizem Deniz Bulucu Büyüksoy ◽  
Aslıhan Çatıker ◽  
Kamuran Özdil
Keyword(s):  
Food Insecurity ◽  
Poverty Line ◽  
Cross Sectional Study ◽  
Affecting Factors ◽  
Snowball Sampling ◽  
Sectional Study ◽  
Monthly Income ◽  
Cross Sectional ◽  
Households With Children ◽  
Smart Mobile

Abstract Objective: To examine the incidence of food insecurity and affecting factors in households with children in Turkey during the COVID-19 pandemic. Design: This is a cross-sectional study. Setting: The participants were recruited by the snowball sampling method and the data were collected via a link sent to their smart mobile phones through their social media accounts. Participants: This study included 211 households with at least one child. Results: The study revealed that 21.8% households had food insecurity that was not at the hunger threshold. The monthly income of 80.6% of the households was below the poverty line and monthly income decreased in more than half of the households during the pandemic. Food insecurity increased 2.5 times when the households comprised workers or self-employed individuals (OR=2.529, p=0.002), increased 3 times when the monthly income of the households decreased (OR=3.131, p=0.000), and increased 2 times when total monthly income of the household fell below poverty line during the pandemic (OR=2.001, p=0.049). Conclusion: It is determined that nearly half the households have food insecurity and that the pandemic poses a risk in terms of food security. We recommend that public health studies should be planned to ensure accessibility to healthy foods.

scholarly journals 732. Evaulation of Micafungin Treatment at Pediatric Patients: A cross-sectional Study from Tertiary Pediatric Centre

2020 ◽  
Vol 7 (Supplement_1) ◽  
pp. S416-S417
Author(s):  
Kamile Arıkan ◽  
Nuri Bayram ◽  
İlker devrim ◽  
Ayküke Akaslan-Kara
Keyword(s):  
Amphotericin B ◽  
Liver Function Tests ◽  
Cross Sectional Study ◽  
Resistance Rate ◽  
Sectional Study ◽  
Candida Spp ◽  
Cross Sectional ◽  
Median Serum ◽  
Before And After ◽  
Resistance Patterns

Abstract Background Micafungin is one of three currently available echinocandin for treatment of candidiasis and candidemia. Methods Children who were treated for micafungin for possible or proven invasive Candidia infection between May 2017 and October 2019 were included. Results In this cross-sectional study, totally 78 children with a median age of 3 months (8 days -17 years), 50 (64.1%, F/M: 0.56) male were included. Thirty four (43.6%) patients were neonate, 26 (76 %) of them were premature. Thirty seven patients (47.4%) received micafungin for candidemia and 41 (52.6%) patients received micafungin empirically for IC. Twelve (32.4%) Candida spp cultured were C. albicans, the rest twenty five (67.6%) Candida spp were non-albicans Candida spp. The most commonly cultured Candida spp was Candida parapsilosis (C. parapsilosis) (n=13) followed by C. albicans (n=12), C. glabrata (n=3), C. tropicalis (n=3), C. guilliermondii (n=3), C. krusei (n=2) respectively. Resistance rate of C. parapsilosis (n=13) isolates to fluconazole, voriconazole, amphotericin B, caspofungin, micafungin were as follows respectively; 66.7%, 100%, 69.2%, 90.9%, 37.5% respectively. Resistance rate of C. albicans (n=11) isolates to fluconazole, voriconazole, amphotericin B, caspofungin, micafungin were as follows respectively; 50%, 50%, 12.5%, 42.9%, 0% respectively. None of the C. tropicalis, C. guilliermondii and C. krusei isolates were resistant to micafungin. Culture negativity could not be achieved at the end of 14th day of micafungin treatment in the 15 (16.9%) candidemia episodes. The most commonly isolated Candida spp in patients with treatment failure was C. parapsilosis (n=7), the other species were; C. albicans (n=5), C. guilliermondii (n=1), C. tropicalis (n=1) and C. tropicalis and C. guilliermondii coinfection (n=1) respectively. Median serum AST, ALT and creatinin levels didn’t increase during and at the end of micafungin therapy. None of these patients had experienced an anormal kidney or liver function tests due to micafungin usage. Characteristics of patients who received micafungin.and cultured Candida spp Antifungal resistance patterns of Candida spp. Laboratory change before and after micafungin treatment Conclusion Increase in fluconazole resistant Candida spp makes micafungin a reasonable and effective choice for suspected or proven invasive candidiasis Disclosures All Authors: No reported disclosures

scholarly journals The Associated Factors of Prolonged Screen Time and Using Electronic Devices before Sleep among Elderly People in Shaanxi Province of China: A Cross-Sectional Study

2021 ◽  
Vol 18 (13) ◽  
pp. 7020
Author(s):  
Yaxuan Zhang ◽  
Jiwei Wang ◽  
Xinyuan Lu ◽  
Beibei Che ◽  
Jinming Yu
Keyword(s):  
Sleep Quality ◽  
Screen Time ◽  
Odds Ratio ◽  
Associated Factors ◽  
Electronic Devices ◽  
Cross Sectional Study ◽  
Shaanxi Province ◽  
Sectional Study ◽  
Monthly Income ◽  
Cross Sectional

This study aimed to investigate prolonged screen time and using electronic devices before sleep and their associated factors in elderly people in Shaanxi province of China. We conducted a cross-sectional study among 2647 elderly participants aged 60–88 years. Data were collected through questionnaires. Demographic characteristics, screen time, using electronic devices before sleep, health status, lifestyles, sleep quality, and other associated factors were investigated. Logistic regression analysis was used to analyze the relationship between the associated factors of screen time and using electronic devices before sleep. The crude odds ratio (cOR) and adjusted odds ratio (aOR) and their 95% confidence intervals (CI) were calculated. A total of 1784 subjects completed the questionnaire. There were 6.89% participants with prolonged screen time and 13.45% using electronic devices before sleep frequently. Prolonged screen time was associated with personal monthly income (aOR = 1.205, p = 0.001), number of household residents (aOR = 0.860, p = 0.010), rural residents (aOR = 0.617, p = 0.038), and regular drinkers (aOR = 2.889, p < 0.001). Using electronic devices before sleep was associated with being female (aOR = 0.657, p = 0.007), family monthly income (aOR = 0.866, p = 0.002), being an occasional drinker (aOR = 1.891, p = 0.005), and self-reported sleep quality (aOR = 1.593, p = 0.007). In conclusion, several factors related to screen time or using electronic devices before sleep were identified. Only being a drinker was a common associated factor for both screen time and using electronic devices before sleep.

scholarly journals Undernutrition and Associated Factors among Lactating Women: Community-Based Cross-Sectional Study in Moyale District, Borena Zone, Southern Ethiopia

2020 ◽  
Vol 2020 ◽  
pp. 1-10
Author(s):  
Hailu Bekele ◽  
Gebi Husein Jima ◽  
Ashenafi Habtamu Regesu
Keyword(s):  
Dietary Diversity ◽  
Cross Sectional Study ◽  
Southern Ethiopia ◽  
Sectional Study ◽  
Monthly Income ◽  
Community Based ◽  
Cross Sectional ◽  
Lactating Women ◽  
Household Food ◽  
Delivery Place

Background. Undernutrition is one of the most widespread public health problems that affect both developed and developing countries. In Ethiopia, it is one of the factors leading to unacceptable high morbidity and mortality among women. However, little is documented on undernutrition among lactating women particularly in such a purely pastoral community. Therefore, this study was designed to assess prevalence of undernutrition and its associated factors among lactating women living in pastoral community of Moyale District, Borena Zone, Southern Ethiopia, 2018. Methods. A community-based cross-sectional study was conducted. Data were collected from a random sampled 545 lactating women using structured interviewer-administered questionnaire. Height and weight measurements of the study participants were also taken to compute body mass index. Data were entered in to Epi info version 7 and then exported to SPSS version 21 software for analysis. Descriptive statistics like frequency, mean, and percentage were computed to describe characteristics of the sample. Multivariable analysis was carried out, association between independent and dependent variables were measured using adjusted odds ratios, and its 95% confidence interval and P value below 0.05 were considered statistically significant. Results. This study showed that prevalence of undernutrition among lactating women was 17.7%. Dietary diversity (AOR = 2.49, 95% CI: 1.43–4.36), monthly income (AOR = 5.22, 95% CI: 1.40–19.40), extra meal taking (AOR = 2.76, 95% CI: 1.43–5.29, delivery place (AOR = 2.65, 95% CI: 1.24–5.65), and household food insecurity (AOR = 6.57, 95% CI: 3.50–12.34) were independent variables showing statistically significant association with undernutrition of lactating women. Conclusion and recommendations. The study revealed that magnitude of undernutrition among lactating women was high. Dietary diversity, monthly income, extra meal, delivery place, and household food insecurity were found to be predictor of undernutrition. Finally, we recommend that governmental and nongovernmental organizations should organize timely interventions targeting lactating women.

scholarly journals The Impact of Bariatric Surgery on Menstrual Abnormalities—a Cross-Sectional Study

2020 ◽  
Vol 30 (11) ◽  
pp. 4505-4509
Author(s):  
Anna Różańska-Walędziak ◽  
Paweł Bartnik ◽  
Joanna Kacperczyk-Bartnik ◽  
Krzysztof Czajkowski ◽  
Maciej Walędziak
Keyword(s):  
Bariatric Surgery ◽  
Menstrual Cycle ◽  
Cross Sectional Study ◽  
Reproductive Age ◽  
Obese Women ◽  
Sectional Study ◽  
Cross Sectional ◽  
Contraception Use ◽  
Before And After ◽  
The Impact

Abstract Introduction Obesity is associated with hyperestrogenism along with other hormonal abnormalities affecting the menstrual cycle. The most effective and decisive method of obesity treatment is bariatric surgery. The aim of this study was to analyze the impact of bariatric surgery on menstrual cycle, the incidence of menstrual abnormalities, hyperandrogenism manifestation, and contraception use. Materials and Methods It was a cross-sectional study of 515 pre-menopausal women who had undergone bariatric surgery between 1999 and 2017 in a bariatric center. Data was collected via anonymous questionnaire, and the questions covered a 1-year period before the surgery and the last year before questionnaire completion. Results Before the surgery, 38.6% of the patients reported irregular menstruations in comparison with 25.0% after bariatric surgery (RR = 0.65; 95%CI 0.53–0.79). The mean number of menstruations per year did not differ before and after surgery (10.2 ± 3.9 vs 10.4 ± 3.3; p < .45). There were no statistically significant differences in terms of prolonged menstruations, acne, and hirsutism prevalence. A total of 14.4% of patients before surgery reported estrogen-based contraception use in comparison with 15.0% after the surgery (p < .95). There were no significant differences in the frequency of OC use (11.0% before surgery vs 13.6% 12 months after the surgery vs 11.5% at the moment of survey administration; p < 0.46). Conclusion Bariatric surgery improves the regularity of the menstrual cycle in obese women in reproductive age. The lack of any changes in the combined hormonal contraception (CHC) use, especially OC, before and after bariatric surgery may be a result of a possibly low level of contraception counseling.

scholarly journals Perception of mucormycosis infection among Bangladeshi healthcare workers: an exploratory cross-sectional study in the year following the COVID-19 pandemic

2022 ◽  
Vol 46 (1) ◽  
Author(s):  
Humayun Kabir ◽  
Md. Kamrul Hasan ◽  
Mamunur Rahman ◽  
Shimpi Akter ◽  
Golam Ishraque Chowdhury ◽  
...  
Keyword(s):  
Public Health ◽  
Fungal Infection ◽  
Healthcare Workers ◽  
Associated Factors ◽  
Cross Sectional Study ◽  
Health Concern ◽  
Sectional Study ◽  
Monthly Income ◽  
Public Health Concern ◽  
Cross Sectional

Abstract Background Mucormycosis, a severe fungal infection, is an emerging public health concern during the COVID-19 pandemic. This study aimed to investigate the perception of mucormycosis among Bangladeshi healthcare workers. Results An exploratory cross-sectional study was carried out among the Bangladeshi healthcare workers from May 25, 2021, to June 5, 2021. The study found 422 responses from the healthcare workers of Bangladesh. Among the respondents, nearly half of them (45.26%) were doctors (n = 191). This study explored that the healthcare workers’ mucormycosis perception scores were significantly associated with their age, gender, profession, monthly income, marital status, job type, and death of friends and family members due to COVID-19. Conclusions This study emphasized the healthcare workers’ mucormycosis perception along with other associated factors. The findings could help policymakers to mitigate mucormycosis and related infectious diseases emergencies in the post-COVID-19 situation.

scholarly journals Knowledge, Attitudes, and Practice Related to COVID-19 Among Healthcare Workers in the United Arab Emirates: A Cross-sectional Study.

2021 ◽  
Author(s):  
Amina M. Al Marzouqi ◽  
Michael E. Otim ◽  
Heba H. Hijazi ◽  
Leena S. Kehail ◽  
Ramsha A. Kamal
Keyword(s):  
United Arab Emirates ◽  
Healthcare Workers ◽  
Cross Sectional Study ◽  
Snowball Sampling ◽  
Sectional Study ◽  
Online Questionnaire ◽  
Cross Sectional ◽  
Healthcare Facilities ◽  
Attitudes And Practices ◽  
Knowledge Attitudes And Practices

Abstract Objectives: The coronavirus disease-2019 (COVID-19) outbreak is a global health pandemic that continues to have an impact on many aspects of everyday life. This study investigates the Knowledge, Attitudes, and Practices (KAP) related to COVID-19 among healthcare workers in the United Arab Emirates (UAE). Methods: This study uses a cross-sectional study design. The original data were collected using an online questionnaire distributed via a Google Forms link. Participants were healthcare workers currently working in the UAE healthcare facilities and recruited using snowball sampling. The questionnaire collected information on demographic variables and COVID-19-related knowledge, attitudes, and practice.Results: In total, the sample of 107 healthcare workers completed the survey. About 92% of the participants worked in public institutions, 87% were from Dubai, and 673% were female. The majority were aged 31–40 years (34.6%), and 43% were radiographers. 66.4% held bachelor’s degrees and Indian nationalities were (28%) and the Philippinos were (28%). Most (90.7%) participants knew the absence of fever did not mean that the virus could not transmit from an infected person, and 84.1% agreed that wearing general medical masks prevented one from contracting COVID-19. However, only 36.4% strongly believed that wearing a well-fitting face mask was effective. In addition, only 15.9% reported confidently managing patients with symptoms of COVID-19, and 54.2% reported that they were afraid of contracting the virus from patients. Almost half of the participants avoided patients who had symptoms of COVID-19. Conclusion: Overall, healthcare workers’ COVID-19-related knowledge, attitudes, and practices for healthcare workers in UAE healthcare facilities was very high. However, we found gaps in awareness regarding the spread of the pandemic. Our study recommends that providing healthcare workers with education programs and counseling services would help increase their confidence in treating patients with COVID-19.

scholarly journals Malondialdehyde Levels in Preeclampsia before and after Delivery

1970 ◽  
pp. 143
Author(s):  
Harold Rumopa ◽  
Freddy W. Wagey ◽  
Eddy Suparman
Keyword(s):  
Oxidative Stress ◽  
Plasma Levels ◽  
Cross Sectional Study ◽  
Hplc Method ◽  
Wilcoxon Test ◽  
Sectional Study ◽  
Cross Sectional ◽  
Average Value ◽  
Significant Difference ◽  
Before And After

  Objective: Determine differences plasma levels MDA in preeclampsiabefore and 2 hours after delivery.   Methods: This was an analytic cross-sectional study. Subjectconsists of 23 pregnancies with preeclampsia, where 23 bloodsamples taken before delivery and 23 were taken 2 hours afterdelivery. This study was conducted from August 2016 untilDecember 2016 at Department of Obstetrics and GynecologyFaculty of Medicine Universitas Sam Ratulangi / Prof. Dr. R. D.Kandou Hospital Manado and satellite hospital. Samples weretaken from plasma and analysed using HPLC method at Prodiaclinical laboratory.   Results: In patients with severe preeclampsia before deliverywe found average value (1.4796  0.40819 nmol/ml), minimumvalue (1.03 nmol/ml) and maximal value (2.77 nmol/ml)and 2 hours after delivery with average value (1.2470 0.34324 nmol/ml), minimum value (0.91 nmol/ml), and maximumvalue (2.47 nmol/ml). by using Wilcoxon test, we foundthere were significant differences in plasma levels of MDA (p =0.000).   Conclusion: This significant difference suggests that decreasedplasma levels of MDA 2 hours after delivery and gives the sense thatthere is a relationship between oxidative stress of cells with severepreeclampsia before and shortly after delivery, that MDA is an indicatorof oxidative stress.   Keywords: malondialdehyde, oxidative stress, peroxidation lipid,preeclampsia

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