Application of machine learning algorithms in predicting new onset hypertension: a study based on the China Health and Nutrition Survey by Manhui Zhang, Xian Xia, Qiqi Wang, Yue Pan, Guanyi Zhang, Zhigang Wang

“…Additionally, key features selected based on the AMFormer, such as age, province, waist circumference, urban or rural location, education level, employment status, weight, WHR, and BMI, played significant roles. …”
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Gambaran Tingkat Depresi pada Pasien Penyakit Ginjal Kronik yang Menjalani Hemodialisis di RSUP DR. M. Djamil Padang by Fitri Amalia, Nadjmir ., Syaiful Azmi Azmi

“…Such changes always lead to malfunction of interpersonal, social and employment. The objective of this study was to describe the level of depression in patients with chronic kidney disease who undergoing hemodialysis at RSUP Dr. …”
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Prevalence of symptoms suggestive of sleep apnea among children and its impact on academic performance by Silvia D. Boyajian, Muna A. Salameh, Kholoud Alzyoud, Enas A. Amaireh, Lujayn Badah, Malek Al Qutami, Mira Alsharayri, Osama Abubaker, Rzan Shwashreh

“…In contrast, paternal employment did not affect the prevalence of HR-OSA in children. …”
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A decomposition analysis of sociodemographic factors and non-cigarette tobacco use as contributors to the change in smoking rates in South Africa between 2017/18 and 2021 by K Kali, O Ayo-Yusuf

“…A decomposition analysis showed that increased waterpipe/hubbly and RYO use explained 52% and 15%, respectively, of the increase in smoking rates, while lower employment during 2021 compared with 2017/18 explained 15% of the increase in smoking rates during 2021. …”
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Problem of pain in the USA: evaluating the generalisability of high-impact chronic pain models over time using National Health Interview Survey (NHIS) data by Sean Mackey, Titilola Falasinnu, Md Belal Hossain, Mohammad Ehsanul Karim, Kenneth Arnold Weber

“…Initial models (2016 NHIS data) identified correlates associated with HICP, including hospital stays, diagnosis of specific diseases, psychological symptoms and employment status. We assessed the models’ generalisability and drew comparisons across time. …”
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Prevalence of Obesity and Its Association with Socioeconomic Factors in Elderly Iranians from Razavi-Khorasan Province by Mohsen Nematy, Ali Sakhdari, Parnian Ahmadi-Moghaddam, Maliheh Aliabadi, M. Kimiagar, A. A. Ilaty, M. Azimi-Nezhad, M. T. Shakeri, M. Ghayour-Mobarhan, A. Sahebkar, G. Ferns

“…The association between the prevalence of overweight or obesity with socioeconomic and demographic factors, including gender, place of residence, literacy, type of living, source of income, use of supplements during the past 3 months, and employment status, was examined using regression analysis. …”
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Estimates of disclosure and victimization rates for fishery observers in the maritime workplace by Lacey Jeroue, Lacey Jeroue, Craig Faunce, Andy Kingham, Jaclyn Smith

“…Model selection suggested that disclosure was influenced by the type of harassment experienced and not by observer demographics or employment year. Estimated disclosure rates (victimized observers who reported annually via official statement) were lowest for sexual harassment (0.18; 95% CI 0.11-0.29); higher for intimidation, coercion and hostile work environments (0.37; 95% CI 0.28-0.47); and highest for assault (0.57; 95% CI 0.41-0.73). …”
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“Sleepless nights are a daily reality for us” how women experiencing homelessness in Addis Ababa, Ethiopia describe street life: a photovoice study by Kalkidan Yohannes, Kalkidan Yohannes, Kalkidan Yohannes, Mats Målqvist, Hannah Bradby, Yemane Berhane, Dagmawit Tewahido, Dagmawit Tewahido, Sibylle Herzig van Wees, Sibylle Herzig van Wees

“…They also emphasised the critical need for employment opportunities, non-discriminatory provision of social support, treatment programs for substance misuse, and legal and social protection.ConclusionThis study contributes to understanding how women experiencing homelessness describe and articulate their living circumstances and what they perceive needs to be addressed. …”
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The Contribution of Education, Health, and Unemployment on HDI in East Java, Indonesia by Amrun Rosyid, Elok Damayanti, Sarmilah Sarmilah, ST Rohani, Syalwa Shabila

“…Design/methodology/approach: A quantitative research approach was employed, using secondary data from the Central Bureau of Statistics (BPS) of East Java for the years 2021 and 2022. …”
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THE PLACE OF PROFESSIONAL EDUCATION SYSTEM IN FORMATION OF GRADUATES’ COMPETITIVENESS by G. F. Shafranov-Kutsev, G. Z. Efimova

“…The sociological research described in the article is devoted to studying of practical application of the competencies received in institutions of professional education by working youth before their admission to employment.Methodology and research methods. The review and synthesis of scientific sources content corresponding to the announced subject and research problems were performed at theoretical stage of the research. …”
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The relationship between physical activity and career decision-making self-efficacy in Chinese college students: the mediating roles of self-control and social anxiety by Yuan Fang, Tingting Xu, Maosheng Ye, Changquan Li

“…Subsequently, SPSS version 26.0 was employed to execute a comprehensive set of statistical analyses on the data, including descriptive statistics, a normality test, a reliability test, an exploratory factor analysis (aimed at addressing common method bias), a correlation test, and a regression analysis. …”
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Sunlight exposure practice and its associated factors among infants in Ethiopia, systematic review and meta-analysis. by Fanos Yeshanew Ayele, Natnael Kebede, Asnakew Molla Mekonen, Mengistu Mera Mihiretu, Yawkal Tsega, Elsabeth Addisu, Niguss Cherie, Tesfaye Birhane, Chala Daba, Ahmed Hussien Asfaw, Zinet Abegaz, Abel Endawekie, Anissa Mohammed, Dagnachew Melak, Fekade Demeke Bayou, Husniya Yasin, Aregash Abebayehu Zerga, Fikre Bayu Gebeyehu, Birhanu Wagaye

“…Had postnatal care follow-up, being urban residents, mother's employment status, mother's educational status and not fear of sunlight exposure were independent factors of good sunlight exposure practice among infants. …”
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Reflexive Methods of Knowledge in Educational Activities: Phenomenological Hermeneutics by T. N. Korneenko

“…Today, lifelong learning and self-education individual skills are of paramount importance for each representative of the society in relation to the world trends of a post-industrial era: economic domination in the innovative sector, progressive increase of intensity of information flows and rates of distribution of high technologies, rapid development of science and industry of knowledge, quickly changing and becoming tougher requirements to professionalism, qualification and creativity of experts irrespective of the sphere of employment. It is obvious that structural formation and improvement of ways of students’ thinking is one of the most important tasks of the educational system; reflection is of particular importance. …”
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An Assessment of Microfinance Institution Services and Performance of Small and Medium Enterprises in Kabale Municipality. by Mugarura, Elijah

“…The importance of Small and Medium Enterprises as engines of employment creation and economic growth cannot go unrecognized. …”
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A Hybrid Model for Soybean Yield Prediction Integrating Convolutional Neural Networks, Recurrent Neural Networks, and Graph Convolutional Networks by Vikram S. Ingole, Ujwala A. Kshirsagar, Vikash Singh, Manish Varun Yadav, Bipin Krishna, Roshan Kumar

“…In this paper, the state of the art in yield prediction has been advanced due to the employment of multi-source data fusion, sophisticated feature engineering, and advanced neural network architectures. …”
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Socio-demographic portrait of the applicant and the main motives for choosing the "Therapy and rehabilitation" speciality by S.V. Zakharov, O.B. Nekhanevych, O.O. Rusakova, O.V. Smolianova

“…The primary motives for choosing the speciality 227 "Therapy and rehabilitation" while understanding its demand in today's conditions by applicants (82%) were "interest in medical science" (95%), "the desire to help others" (95%), "the opportunity to obtain a prestigious profession" (90%), "possibility of guaranteed employment" (90%) and "material interest/financial independence" (87%). …”
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Association of burnout and working environment conditions in respiratory care professionals in Saudi Arabia: a cross-sectional study by Saad Al-Anazi, Saad Al-Anazi, Syed Shahid Habib, Thamir Al-khlaiwi, Abdulaziz Alhomaidi Alodhayani, Abdulmueen Alotaibi, Abdulmueen Alotaibi, Saja Aldulejan, Sufana Al Safadi, Fahad Saad Alshammari, Aqeelah Marar, Afaf Alrashdi, Alhanouf G. Almutairi, Mohammed Alshahrani

“…Age, gender, living arrangements, education, employment status, and salary level were not significant predictors of severe burnout or personal achievement issues.Conclusion with discussionThe findings highlight that marital status and extended working hours are significantly associated with increased burnout among respiratory therapists in Saudi Arabia. …”
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The Magnitude of Salt Intake Behaviors and Its Predictors among Saqez Urban Population of Kurdistan District in Iran: A Cross-Sectional Study by Kolsom Khoram, Mohammad Asghari-Jafarabadi, Mehrangiz Ebrahimi-Mamagani, Behjat Shokrvash, Maral Hariri-Akbari

“…There were significant sex differences in employment (P=0.01) and economic status (P=0.016). The M (SD) of blood pressure (systolic/diastolic) was 110.65 (0.0212) (P=0.441). …”
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UAE pharmacists’ perceptions of the causes of unwanted or unused medications, their practices, and barriers to promoting safe medication disposal by the public by Maram O. Abbas, Semira Beshir, Doaa Kamal AlKhalidi, Eiman Shamseldin Al Gailani Ali, Yosra Lozon, Rizah Anwar Assadi, Hana Ghdaiba, Rahaf Adnan AL-Zeer

“…Moreover, factors such as pharmacist age, type of pharmacy, country of education, pharmacy location, employment status, and years of experience were significantly associated with pharmacists’ level of involvement in promoting safe medication disposal practices. …”
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Perceived barriers to physical activity and their predictors among adults in the Central Region in Saudi Arabia: Gender differences and cultural aspects. by Osama Abdelhay, Mohammad Altamimi, Qusai Abdelhay, Marwan Manajrah, Ayla M Tourkmani, Mutaz Altamimi, Taghreed Altamimi

“…Additionally, older age, higher body mass index, higher education level, marriage, certain employment statuses, and chronic diseases were significantly associated with increased reported internal and external barriers. …”
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