multiple logistic regression analysis
Recently Published Documents





Manami Yasuda ◽  

Disasters has been occurring frequently all over the world, and an increasing number of people have been forced to continue their evacuation life for a long time. In the aftermath of the 2011 Great East Japan Earthquake and the Fukushima nuclear power plant accident in Japan, some people are still unable to return to their homes due to radioactive contamination and are forced to live as evacuees for long periods of time. It is considered a serious public health issue to keep mentality healthy under the stress of living after the disaster. Therefore, the purpose of this study was to examine the factors that affect the sense of coherence (SOC), which is considered as the ability to cope with stress and maintain health, in residents who continue to live as evacuees after a large-scale disaster. The method was a self-administered questionnaire survey of 1,602 long-term evacuees in Japan. Multiple logistic regression analysis was conducted with the high and low SOC score groups as dependent variables in order to identify factors that predicted high and low SOC. The results showed that the SOC tended to decrease in the elderly and those with deteriorating mental health. On the other hand, those who were active in education and hobbies, and those who socialized with their neighbors and friends tended to have the higher SOC. In order to support residents who have been forced to continue living as evacuees for a long period of time, it is important to provide them with psychological and emotional support to prevent them from being emotionally overwhelmed, as well as living environment improvement and economic support. It was suggested that the promotion of resident-led activities that lead to mental relaxation and the introduction of stress reduction methods that can be easily adopted by residents are effective in maintaining mental health.

Shiori Miura ◽  
Akira Sasaki ◽  
Shuya Kasai ◽  
Takayuki Sugawara ◽  
Yasunori Maeda ◽  

AbstractAge-related hearing loss (ARHL) is a complex multifactorial disorder. Studies in animals, including mitochondria-mutator mice, and in human suggest that oxidative stress and mitochondrial disturbance play an important role in the pathoetiology of ARHL. Mitochondrial DNA (mtDNA) haplogroups are populations with genetically similar traits, and they have been reported to affect the mitochondrial function of oxidative phosphorylation. To gain further insights into the relationships between mitochondrial haplotypes and the susceptibility to cochlear aging, in this study, we aimed to elucidate how the differences in mtDNA haplogroups may affect ARHL development in Japanese general population. We focused on early onset ARHL, as the same mtDNA haplogroup can show either a negative or positive effect on systemic co-morbidities of ARHL that appear later in life. A total of 1167 participants of the Iwaki Health Promotion Project were surveyed in 2014, and 12 major haplotype groups (D4a, D4b, D5, G1, G2, M7a, M7b, A, B4, B5, N9, and F) were selected for the analysis. A total of 698 subjects aged 30 to 65 years were included in the statistical analysis, and the hearing loss group consisted of 112 males (40.3%) and 111 females (26.4%). Multiple logistic regression analysis showed that the male subjects belonging to haplogroup A had a significantly increased risk of hearing loss, whereas the female subjects belonging to haplogroup N9 had a significantly decreased risk of hearing loss. These results suggested that the mtDNA haplogroup may be an indicator for future risk of morbidity associated with ARHL.

Ayuto Kodama ◽  
Yu Kume ◽  
Sangyoon Lee ◽  
Hyuma Makizako ◽  
Hiroyuki Shimada ◽  

Background: Recent longitudinal studies have reported proportion of frailty transition in older individuals during the COVID-19 pandemic. Our study aimed at clarifying the impact of social frailty in community-dwelling older adults during the COVID-19 pandemic and at identifying factors that can predict transition to social frailty. Methods: We performed this study from 2019 (before declaration of the state of emergency over the rising number of COVID-19 cases) to 2020 (after declaration of the emergency). We applied Makizako’s social frail index to our study subjects at the baseline and classified into robust, social prefrailty, and social frailty groups. Multiple logistic regression analysis was performed using robust, social prefrailty, or social frailty status as dependent variable. Results: Analysis by the Kruskal–Wallis test revealed significant differences in the score on the GDS-15 among the robust, social prefrailty, and social frailty groups (p < 0.05). Furthermore, multiple regression analysis identified a significant association between the social frailty status and the score on GDS-15 (odds ratio, 1.57; 95% confidence interval (95% CI), 1.15–2.13; p = 0.001). Conclusion: The increase in the rate of transition of elderly individuals to the social frailty group could have been related to the implementation of the stay-at-home order as part of the countermeasures for COVID-19. Furthermore, the increased prevalence of depressive symptoms associated with the stay-at-home order could also have influenced the increase in the prevalence of social frailty during the COVID-19 pandemic.

2022 ◽  
Vol 22 (1) ◽  
Binyam Fekadu ◽  
Ismael Ali ◽  
Zergu Tafesse ◽  
Hailemariam Segni

Abstract Background Essential newborn care (ENC) is a package of interventions which should be provided for every newborn baby regardless of body size or place of delivery immediately after birth and should be continued for at least the seven days that follows. Even though Ethiopia has endorsed the implementation of ENC, as other many counties, it has been challenged. This study was conducted to measure the level of essential newborn care practice and identify health facility level attributes for consistent delivery of ENC services by health care providers. Methods This study employed a retrospective cross-sectional study design in 425 facilities. Descriptive statistics were formulated and presented in tables. Binary logistic regression was employed to assess the statistical association between the outcome variable and the independent variables. All variables with p < 0.2 in the bivariate analysis were identified as candidate variables. Then, multiple logistic regression analysis was performed using candidate variables to determine statistically significant predictors of the consistent delivery of ENC by adjusting for possible confounders. Results A total of 273, (64.2%), of facilities demonstrated consistent delivery of ENC. Five factors—availability of essential obstetrics drugs in delivery rooms, high community score card (CSC) performances, availability of maternity waiting homes, consistent partograph use, and availability of women-friendly delivery services were included in the model. The strongest predictor of consistent delivery of essential newborn care (CD-ENC) was consistent partograph use, recording an odds ratio of 2.66 (AOR = 2.66, 95%CI: 1.71, 4.13). Similarly, providing women-friendly services was strongly associated with increased likelihood of exhibiting CD-ENC. Furthermore, facilities with essential obstetric drugs had 1.88 (AOR = 1.88, 95%CI: 1.15, 3.08) times higher odds of exhibiting consistent delivery of ENC. Conclusion The delivery of essential newborn care depends on both health provider and facility manager actions and availability of platforms to streamline relationships between the clients and health facility management.

2022 ◽  
Nuengruethai Posri ◽  
Boonjai Srisatidnarakul ◽  
Ronald L Hickman

Background: The transition from hospital to home among patients with stroke is quite challenging. If the patients are not ready for hospital discharge, their condition may worsen, which also causes a high rate of readmission. Although instruments to measure readiness for hospital discharge exist, none of them fit with the Thailand context. Objective: This study aimed to develop a Readiness for Hospital Discharge assessment tool in Thai patients with stroke. Methods: The study was conducted from February to September 2020, which consisted of several steps: 1) conducting an extensive literature review, 2) content validity with five experts, 3) pilot testing with 30 samples, and 4) field testing with 348 participants. Content validity index (CVI) was used to measure the content validity, Cronbach’s alpha and inter-item correlation to evaluate reliability, and multiple logistic regression analysis to measure the construct validity. Results: The findings showed good validity and reliability, with I-CVI of 0.85, Cronbach’s alpha of 0.94, and corrected item-total correlation ranging from 0.43 to 0.86. The construct validity was demonstrated through the results of regression analysis showing that the nine variables include level of consciousness (OR = 0.544; CI 95% = 0.311 - 0.951), verbal response (OR = 0.445; 95% CI 0.272- 0.729), motor power right leg (OR = 0.165; 95% CI 0.56- 0.485), visual field (OR = 0.188; 95% CI 0.60-0.587), dysphagia (OR = 0.618; 95% CI 0.410-0.932), mobility (OR = 0.376; 95% CI 0.190 - 0.741), self-feeding (OR = 0.098; 95% CI 0.036 -0.265), bathing (OR = 0.099; 95% CI 0.026-0.378), and bladder control (OR = 0.589; 95% CI 0.355-0.977) that significantly influenced the hospital readmission within 30 days in patients with stroke. Conclusion: The Readiness for Hospital Discharge assessment tool is valid and reliable. Healthcare providers, especially nurses, can use this tool to assess discharge conditions for patients with stroke with greater accuracy in predicting hospital readmission.

2022 ◽  
Vol 8 ◽  
Man Sun ◽  
Ping Xu ◽  
Gen Zou ◽  
Jianzhang Wang ◽  
Libo Zhu ◽  

Objective: To determine whether endometrioma recurrence is closely related to the presence of extrinsic adenomyosis, which was demonstrated by magnetic resonance imaging (MRI).Design: Observational crosssectional study involving patients with the recurrence of ovarian endometrioma (OMA). Correlations of endometrioma recurrence and adenomyosis subtypes shown by MRI were analyzed.Method: Between January 2018 and December 2020, a total of 233 patients with recurrence of OMA after ovarian cystectomy were administered for surgery at our institution. All patients were divided into subtype II (Group A), subtype I+IV (Group B), and nonadenomyosis (Group C) groups at preoperative MRI imaging. The correlations of endometrioma recurrence with clinical features, imaging appearance, and surgical findings were retrospectively analyzed.Results: We found 112 (48.07%) patients of endometrioma recurrence combined with subtype II adenomyosis, 8 (3.43%) subtype I adenomyosis, 47 (20.17%) subtype IV adenomyosis, 66 (28.32%) nonadenomyosis. The mean time of OMA recurrence (44.28 ± 8.37, vs. 63.96 ± 10.28, vs. 69.36 ± 9.34 mon), rate of pain symptoms (85.71, vs. 69.10, vs. 18.18%), and primary infertility (31.25, vs. 14.55, vs. 10.77%) were higher in Group A. Uterine volume (257.37± 42.61, vs. 203.14 ± 33.52, vs. 100.85 ± 26.67 cm3), and mean OMA size (4.97 ± 2.25, vs. 4.36 ± 2.38, vs. 4.46 ± 2.70 cm) were significantly larger in Group A. The rate of DIE (83.93, vs. 45.45, vs. 40.91%), the number of DIE (3.6 ± 1.8 vs. 2.3 ± 1.5 vs. 2.2 ± 1.3), the mean total revised American Society for Reproductive Medicine score (rASRM, 103.14 ± 23.89 vs. 74.23 ± 16.72 vs. 36.51 ± 14.23) were significantly higher in Group A. After a multiple logistic regression analysis, extrinsic adenomyosis (OR 2.5, 95% CI 1.2–3.4), DIE lesions (OR 2.1, 95% CI 1.4–2.8), and primary infertility (OR 1.8, 95% CI 1.3–4.3) were significantly associated with early recurrence (in 3-year) of OMA.Conclusions: Extrinsic adenomyosis was associated with postoperative recurrence of OMA. In addition, a pathogenic link between extrinsic adenomyosis and pelvic endometriosis needs to be clarified.

2022 ◽  
pp. 1-6
Rashid Nadeem ◽  
Moatz Galal Mohamed Ali Elzeiny ◽  
Ahmed Nazir Elsousi ◽  
Ashraf Elhoufi ◽  
Reham Helmy Amin Saad ◽  

<b><i>Introduction:</i></b> COVID-19 has caused high rates of mortality. During pandemic peak, a significant number of patients were admitted to undesignated ICU areas before transferring to designated ICU, owing to unavailability of ICU beds. We aimed to record the effect of care of critically sick patients with COVID-19 on prevalence of secondary bacterial infection. <b><i>Methods:</i></b> We retrospectively studied all critically ill patients with COVID-19 pneumonia meeting ICU admission criteria who were admitted to Dubai hospital between January 1, 2020, and June 30, 2020. All the patients who transferred to wards other than designated ICU constitute category as cases. All patients who directly admitted to the designated ICU ward from emergency department constitute controls. The demographics, clinical parameters, and treatment profile of these patients were recorded and compared. Prevalence of secondary bacterial infection was calculated. <b><i>Results:</i></b> Patients with COVID-19 had high prevalence of secondary bacterial infection. Patients who stayed at undesignated ICU wards had higher occurrence of inpatient fever, hypoxemia, and they were more likely to be sedated and paralyzed than patients who stayed in designated ICU wards. Multiple logistic regression analysis showed care outside designated ICU ward does not predict increase in secondary nonviral microbial infections. <b><i>Conclusion:</i></b> Care of patients at undesignated ICU wards prior to admission to designated ICU does not impact prevalence of secondary bacterial infection.

2022 ◽  
Fatemeh Amirzadehfard ◽  
Mohammad Hossein Imanieh ◽  
Sina Zoghi ◽  
Faezeh sehatpour ◽  
Peyman Jafari ◽  

Background: Corona Virus Disease 2019 (COVID-19) presentation resembles common flu or can be more severe; it can result in hospitalization with significant morbidity and/or mortality. We made an attempt to develop a predictive model and a scoring system to improve the diagnostic efficiency for COVID-19 mortality via analysis of clinical features and laboratory data on admission. Methods: We retrospectively enrolled 480 consecutive adult patients, aged 21-95, who were admitted to Faghihi Teaching Hospital. Clinical and laboratory features were extracted from the medical records and analyzed using multiple logistic regression analysis. Results: A novel mortality risk score (COVID-19 BURDEN) was calculated, incorporating risk factors from this cohort. CRP (> 73.1 mg/L), O2 saturation variation (greater than 90%, 84-90%, and less than 84%), increased PT (>16.2s), diastolic blood pressure (≤75 mmHg), BUN (>23 mg/dL), and raised LDH (>731 U/L) are the features comprising the scoring system. The patients are triaged to the groups of low- (score <4) and high-risk (score ≥ 4) groups. The area under the curve, sensitivity, and specificity for predicting non-response to medical therapy with scores of ≥ 4 were 0.831, 78.12%, and 70.95%, respectively. Conclusion: Using this scoring system in COVID-19 patients, the severity of the disease will be determined in the early stages of the disease, which will help to reduce hospital care costs and improve its quality and outcome.

Cancers ◽  
2022 ◽  
Vol 14 (2) ◽  
pp. 327
Hye Young Shin ◽  
Bomi Park ◽  
Mina Suh ◽  
Kui Son Choi ◽  
Jae Kwan Jun

This study aimed to identify the association of marriage and childbirth with the adherence to cervical cancer screening among young adult women. Data across four years (2017–2020) of the cross-sectional Korean National Cancer Screening Survey were used. For measuring the adherence to cervical cancer screening, we used the cervical cancer screening rate with recommendation, which was defined as the percentage of women in the population eligible for screening who have had a cervical cancer screening within the past two years. Multiple logistic regression analysis was conducted to identify the association between marriage and adherence to cervical cancer screening. Overall, 3925 women aged 20–39 years were analyzed. Of these, 39.1% were screened for cervical cancer (26.6% unmarried and 57.1% married women). The married women had significantly higher adherence to cervical cancer screening than unmarried women (adjusted odds ratio = 2.80, 95% CI: 2.99–3.44). Compared with unmarried women, adherence to cervical cancer screening was significantly more likely to increase (p for trend, <0.001) in married women with an increased number of births. Our study confirmed that marriage and childbirth influence adherence to cervical cancer screening, suggesting that unmarried women may be vulnerable to cervical cancer.

Vascular ◽  
2022 ◽  
pp. 170853812110687
Zeki Yüksel Günaydın ◽  
Emre Yılmaz

Objective The aim of this study was to investigate the association between blood groups and severity of peripheral artery disease (PAD) using TASC II classification. Methods The patients who were diagnosed with PAD were retrospectively analyzed. The patients with 50% or more stenosis in the aorto-iliac or femoro-popliteal region detected by conventional or CT angiography were included in the study. These patients were divided into TASC II A, B, C, and D groups considering the severity of PAD. All patients’ blood groups were recorded and compared between TASC II groups. Results While 38% of the study population was O blood group, 61% were non-O group. On the other hand, 90% of the entire study population were RH positive and 10% were RH negative. Non-O blood ratio was found to be significantly higher in patients with higher TASC II groups. (TASC IIA 51.6% vs. TASC IIB 57.9% vs. TASC IIC 61.3% vs. TASC IID 76.6%, p< .001) However, the frequencies of Rh types were similar in all groups. Multiple logistic regression analysis was applied for determining the predictors of severity and complexity of PAD (TASC II C and TASC II D lesions) Conclusions Our study results revealed a clear association between ABO blood groups and severity of peripheral arterial disease. Non-O blood group was found to be the independent predictor of severe and complex PAD.

Sign in / Sign up

Export Citation Format

Share Document