scholarly journals Classification and action rules in identification and self-care assessment problems

2021 ◽  
pp. 1-13
Author(s):  
Małgorzata Zdrodowska ◽  
Agnieszka Dardzińska-Głȩbocka

BACKGROUND: Disability, especially in children, is a very important and current problem. Lack of proper diagnosis and care increases the difficulty for children to adapt to disabilities. Disabled children have many problems with basic activities of daily living. Therefore, it is very important to support diagnosticians and physiotherapists in recognizing self-care problems in children. OBJECTIVE: The aim of this paper is to extract classification and action rules, useful for those who work with children with disabilities. METHODS: First, features and their impact on the accuracy of classification are determined. Then, two models are built: one with all features and one with selected ones. For these models the classification rules are extracted. Finally, action rules are mined and the next step in treatment process is predicted. RESULTS: Seventeen features with the greatest impact on classifying a child into a particular group of self-care problems were identified. Based on the implemented algorithms, decision and action rules were obtained. CONCLUSIONS: The obtained model, selected attributes and extracted classification and action rules can support the work of therapists and direct their work to those areas of disability where even a minimal reduction of features would be of great benefit to the children.

1987 ◽  
Author(s):  
Daphne Barnes ◽  
Sydney Benjamin
Keyword(s):  

2017 ◽  
Vol 35 (2) ◽  
pp. 78-85 ◽  
Author(s):  
Papatya Karakurt ◽  
Necla Kasimoğlu ◽  
Aybike Bahçeli ◽  
Sebahat Atalikoğlu Başkan ◽  
Burcu Ağdemir

2021 ◽  
Vol 1 ◽  
pp. 1542-1552
Author(s):  
Intan Cahyani ◽  
Ramadhan Putra Satria ◽  
Puji Suhiro

AbstractFeeding self-care deficit is a person's inability to perform eating activities according to the proper way of eating. Activity Daily Living (ADL) therapy is one of the therapies claimed to be able to increase the patient's independence in improving how to eat. To apply Activity Daily Living (ADL) in patients with feeding self-care deficit to increase self-feeding independence. The research was a descriptive study with a case study approach conducted in the working area of Puskesmas Dukuhwaru, Tegal Regency. It was carried out on 15-17 February 2021. Data were obtained through interviews, observation and physical examination and presented in narrative form. After performed the intervention for 3 days, the results showed an increase in self-feeding independence in both subjects. It described at the third day of the research. Patients with nursing problems of feeding self-care deficit are recommended to provide ADL to increase the patient's independence. Keywords: Activity Daily Living (ADL); Feeding Self-Care Deficit; Mental Nursing Care AbstrakDefisit Perawatan Diri Makan merupakan ketidakmampuan seseorang dalam melakukan aktivitas makan sesuai tata cara makan yang benar. Terapi Activity Daily Living (ADL) menjadi salah satu terapi yang diyakini mampu meningkatkan kemandirian pasien dalam meningkatkan cara makan. Dapat menerapkan terapi Activity Daily Living (ADL) pada pasien defisit perawatan diri makan untuk meningkatkan kemandirian makan. Peneliti ini merupakan penelitian deskriptif dengan pendekatan studi kasus, lokasi studi kasus di Wilayah Puskesmas Dukuh waru Kabupaten Tegal dilakukan tanggal 15-17 Februari 2021, data diperoleh melalui wawancara, observasi dan pemeriksaan fisik. data disajikan dalam bentuk naratif. Setelah dilakukan intervensi selama 3 hari didapatkan hasil adanya peningkatkan makan pada kedua subjek penelitian yaitu dari ketergantungan makan pada awal pengkajian menjadi setelah selesai makan pada hari ketiga penelitian. Pasien dengan masalah keperawatan defisit perawatan diri makan dianjurkan untuk memberikan terapi Activity Daily Living (ADL) untuk meningkatkan kemandirian pasien dalam meningkatkan kemandirian.Kata Kunci: Activity Daily Living (ADL); Asuhan Keperawatan Jiwa; Defisit Perawatan Diri Makan


2018 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Irena Canjuga ◽  
Danica Železnik ◽  
Marijana Neuberg ◽  
Marija Božicevic ◽  
Tina Cikac

Purpose The purpose of this paper is to explore the impact of self-care on the prevalence of loneliness among elderly people living in retirement homes and older people living in their homes/communities. Design/methodology/approach The research was conducted through standardized SELSA-L assessment loneliness questionnaires and the Self Care Assessment Worksheet for self-care assessment. The results were processed using the Kruskal–Wallis test. Findings The obtained results have shown that impaired self-care ability affects the prevalence of loneliness among the elderly almost the same in both groups of participants. However, regarding the relationship between the state of health and self-care, only a statistically significant difference in the prevalence of loneliness is found in the case of the participants living in their homes, with the worst health condition affecting the poorer psychological care. Research limitations/implications It is necessary to point out the limitations of the research, primarily sample limitations and the selected design of the study. The sample consisted of two different and relatively small groups of participants which could adversely affect the representativeness of the sample and reduce the possibility of generalising the results. The next limiting factor is the age distribution the authors used in the research, where the age of the participants as a very important variable was collected by age range and not precisely which consequently resulted in inequality in subgroup sizes. Thus, the middle age (75–85) covers up to ten years, which is a huge range at an older age and can mean major differences in functional ability, and can impact the self-care assessment. Practical implications Nurses are indispensable in care for the elderly and they need to promote and encourage self-care of the elderly through health care. Elderly people living in retirement homes should be allowed to participate equally in health care in order to preserve their own autonomy and dignity. However, to benefit those who live in their homes, nurses should be connected to the local community and thus stimulate various forms of preventative (testing blood sugar levels, blood pressure and educating on the importance of preventive examinations) or recreational activities in the environment of elderly people with the goal of preserving their functional abilities. Originality/value The impact of self-care on loneliness was not sufficiently researched, and this paper contributed to understanding the complexity of loneliness phenomena among the elderly with the aim of developing a model of prevention.


Rev Rene ◽  
2021 ◽  
Vol 22 ◽  
pp. e70902
Author(s):  
Álef Lucas Dantas de Araújo Silva ◽  
Cayane Maria da Silva Santos ◽  
Maria Verônica Gomes de Oliveira ◽  
Waleska de Brito Nunes ◽  
Matheus Figueiredo Nogueira ◽  
...  

Objective: to detect factors related to negative adherence to self-care in individuals with diabetes mellitus. Methods: observational, cross-sectional, analytical, and exploratory study, conducted with individuals diagnosed with type 2 diabetes mellitus and followed-up by the Family Health Strategy. The sample consisted of 250 participants. The Summary of Diabetes Self-Care Activities Questionnaire was used for self-care assessment. Association tests, prevalence ratio and Poisson regression with robust variance were performed in the analysis. Results: negative attitudes related to self-care increased by 21% for single/divorced/widowed, 20% for retired, 54% for those who did not diet, 28% for those who did not practice physical activity, 24% for hypertensive, 30% for those with dyslipidemia, and 44% for those with retinopathy. Conclusion: socioeconomic factors, behavioral factors, presence of comorbidities and complications related to diabetes mellitus were related to negative adherence to self-care.


2014 ◽  
Vol 32 (8) ◽  
pp. 458-463
Author(s):  
Barbara Freeland
Keyword(s):  

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