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All Journal Jurnal Keperawatan BSI Journal Medical Informatics Technology
Alya Shafira Hewiz
Universitas Airlangga
Computer Science & IT Dentistry Engineering Medicine & Pharmacology Nursing Public Health

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SYSTEMATIC REVIEW: KOMUNITAS WANITA LANSIA DAN FAKTOR RISIKO INKONTINENSIA URIN DI WILAYAH ASIA Alya Shafira Hewiz; Novira Widajanti; Lukman Hakim; Rwahita Satyawati
Jurnal Keperawatan BSI Vol 10 No 2 (2022): Jurnal Keperawatan BSI
Publisher : LPPM Universitas BSI

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Knowledge of how the condition of elderly women in the community, especially in the Asian region, is interesting to know. Especially related to the study of risk factors and the relationship with urinary incontinence. This study aims to determine the risk factors and association with urinary incontinence in elderly women in particular in the Asian region. The method used is the PRISMA guidelines to be used as a systematic review. Sources of research data obtained from the data center. PubMed and Science Direct research in the period 2000-2020 with exclusion and inclusion criteria. Assessments are carried out for quality and risk using a standardized scoring system. Based on research in the Asian region, 3 articles were selected. Information obtained in communities in the Asian region in elderly women that the prevalence of urinary incontinence ranges from 19%–31.3%. Urinary incontinence is influenced by many factors, namely age, BMI, and smoking habits. The conclusion is that urinary incontinence is often experienced by elderly women in the Asian region and many factors can cause urinary incontinence. Awareness about urinary incontinence in elderly women can help better management.
Logistic Regression with Hyper Parameter Tuning Optimization for Heart Failure Prediction Teguh Herwanto; Wan Ahmad Gazali Kodri; Faruq Aziz; Alya Shafira Hewiz; Dwiza Riana
Journal Medical Informatics Technology Volume 1 No. 1, March 2023
Publisher : SAFE-Network

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37034/medinftech.v1i1.3

Abstract

Heart failure is a major public health concern that causes a substantial number of deaths worldwide. Risk factor analysis is required to diagnose and treat patients with heart failure. The logistic regression with hyper parameter tuning optimization is presented in this research, with ejection fraction, high blood pressure, age, and  serum creatinine as relevant risk factors. This study indicates that better data preparation utilizing Deep Learning with hyper parameter adjustment be used to determine the best parameter that has a substantial influence as a risk factor for heart failure. The experiments employed data from the Faisalabad Institute of Cardiology and Allied  Hospital in Faisalabad (Punjab, Pakistan), which included 299 samples. The experimental findings reveal that the proposed approach obtains a recall of 63.16% greater than related works.
Systematic Review: Risk Factors and Prevalence of Urinary Incontinence in Elderly Women, a Case Study in Japan and Taiwan Alya Shafira Hewiz; Novira Widajanti; Lukman Hakim; Rwahita Satyawati
Journal Medical Informatics Technology Volume 1 No. 2, June 2023
Publisher : SAFE-Network

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37034/medinftech.v1i2.9

Abstract

Knowledge of the conditions of elderly women in Japanese and Taiwanese communities, particularly in relation to risk factors and their association with urinary incontinence, is of interest. This study aimed to identify risk factors and prevalence of urinary incontinence in elderly women in the community of the Japanese and Taiwanese case study areas. The research method used was a systematic review based on PRISMA guidelines. Data sources were obtained from PubMed and Science Direct for the period 2000-2020 using specific inclusion and exclusion criteria. Evaluation was conducted for quality and bias risk using a standardized assessment system. Results showed that the prevalence of urinary incontinence in elderly women in Japanese and Taiwanese communities ranged from 29.8% to 31.3%. Many factors influenced urinary incontinence, such as age, body mass index (BMI), and smoking habits. From the two selected articles in Japan and Taiwan, it was concluded that urinary incontinence was commonly experienced by elderly women in the community, and awareness of this condition could help improve management.
The Relationship between Age, Education, and Maternal Employment with Exclusive Breastfeeding in Children Aged 6 - 23 Months in Kalirejo, Malang Regency Nanda Amalia Ramadhanti; Muhammad Rifqo Hafidzudin Farid; Salma Fadila; Adristi Hanun Naziliah; Putu Laksmi Febriyani; Clarisa Christina Gabriella; Alya Shafira Hewiz
Journal Medical Informatics Technology Volume 1 No. 3, September 2023
Publisher : SAFE-Network

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37034/medinftech.v1i3.17

Abstract

The target percentage of infants under 6 months old receiving exclusive breastfeeding is 40%. However, in 2020, in Kalirejo Sub-district, the number was 9.04%. This was presumably caused by the high number of working mothers. Therefore, this study was conducted to analyze the relationship between age, education, and occupation of mothers regarding exclusive breastfeeding in children aged 6-23 months in Kalirejo Sub-district, Malang Regency. The study design employed in this research was observational analytics with a cross-sectional design. The research population consisted of mothers residing in Kalirejo Sub-district, Malang Regency. The required sample size was 66 individuals. A questionnaire was used to collect research data. The required data was processed using SPSS software with the Chi-Square Test analysis technique. The result showed that 78.8% mothers were in the age group of 20-35%, and 21.2% were in the age group of >35 years. Based on the highest education level attained by the respondents, 1.5% had completed elementary school, 15.2% had completed junior high school, 57.6% had completed high school, and 25.8% had completed tertiary education. About 51.5% of respondents were employed, while 48.5% were not employed. The number of respondents' children receiving exclusive breastfeeding was 50%. The analysis indicated a relationship between occupation and exclusive breastfeeding with a p-value of 0.049 and a strength of relationship between the two variables at 0.236.
Co-Authors Adristi Hanun Naziliah Clarisa Christina Gabriella Dwiza Riana Faruq Aziz Lukman Hakim Muhammad Rifqo Hafidzudin Farid Nanda Amalia Ramadhanti Novira Widajanti, Novira Putu Laksmi Febriyani Rwahita Satyawati Salma Fadila Teguh Herwanto Wan Ahmad Gazali Kodri