scholarly journals Pengaruh Indeks Massa Tubuh dan TrigliseridaTerhadap Gula Darah dengan Model Regresi Nonparametrik Spline Biprediktor

2021 ◽  
pp. 71-79
Author(s):  
Dewi Rahma Ente ◽  
Anna Islamiyati ◽  
Raupong Raupong
Keyword(s):  
Blood Sugar ◽  
Cross Validation ◽  
Predictor Variable ◽  
Predictor Variables ◽  
Response Variable ◽  
Linear Spline ◽  
The World ◽  
Regression Approach ◽  
Sugar Levels ◽  
The Relationship

The regression approach can be carried out using three approaches namely parametric, nonparametric and semiparametric approaches. Nonparametric regression is a statistical method used to see the relationship between the response variable and the predictor variable when the shape of the data curve is unknown. Diabetes mellitus (DM) or commonly called diabetes is a disease that is found and observed in various parts of the world today. DM is often marked by a significant increase in blood sugar levels. In this study using blood sugar levels as response variables, body mass index and triglycerides as predictor variables. Data were analyzed using truncated linear spline with one, two and three point knots experiments. The best model is obtained based on the minimum generalized cross validation (GCV) value. The results obtained that the best model is linear spline using three point knots.

scholarly journals HUBUNGAN KECEMASAN DENGAN KADAR GLUKOSA DARAH PENDERITA DIABETES MELLITUS DI WILAYAH KERJA PUSKESMAS SUMBERSARI BANTUL KEC. METRO SELATAN KOTA METRO

2017 ◽  
Vol 2 (1) ◽  
pp. 5
Author(s):  
Ludiana Ludiana
Keyword(s):  
Diabetes Mellitus ◽  
Blood Glucose ◽  
Standard Deviation ◽  
Blood Sugar ◽  
Glucose Levels ◽  
Blood Glucose Levels ◽  
The World ◽  
Patients With Diabetes ◽  
Sugar Levels ◽  
The Relationship

Diabetes mellitus is a chronic metabolic disorder marked increase in blood glucose. According to the World Health Organization (WHO) in 2013 the incidence of diabetes mellitus in the world reached 347 million people in Indonesia alone ranks among the seven countries with the highest diabetes prevalence of 7.6 million people. Among the causes of the increase in blood glucose levels in diabetics is due to psychological factors, namely anxiety. In the pre-survey results in Puskesmas Sumbersari Bantul note that from 8 patients with diabetes mellitus, there are 6 people experiencing anxiety and 2 do not complain any signs of anxiety. The purpose of this study was to determine the relationship of anxiety with blood glucose levels of diabetics mellitus in Puskesmas Sumbersari Bantul District of South Metro City. The type quantitative research, form design used is cross sectional. The population in this study are patients with diabetes mellitus in Puskesmas Sumbersari Bantul District of South Metro totaling 408 samples taken as many as 41 people. The analysis in this study using the test Person Product Moment. Statistical analysis showed that anxiety patients with diabetes mellitus are at an average score of 27.44 with a standard deviation of 4.353 and the average blood sugar levels of people with diabetes mellitus are at 339.78 mg / dL with a standard deviation of 74.742. In the Person Product Moment test results proved no relationship anxiety with blood sugar levels of people with diabetes mellitus (p-value = 0.000 <a 0.05). Pearson correlation results obtained value of 0.817 towards a positive correlation with the strength of the relationship is very strong. Conclusions research shows there is an anxiety relationship with blood glucose levels of diabetics mellitus.

scholarly journals Pola Kehidupan yang Baik bagi Penderita Diabetes Melitus

2019 ◽  
Author(s):  
aura widad al addawiyah hamzah
Keyword(s):  
Physical Activity ◽  
Diabetes Mellitus ◽  
Blood Sugar ◽  
Type Ii Diabetes Mellitus ◽  
Contributing Factors ◽  
Food Attitudes ◽  
Patients With Diabetes ◽  
Sugar Levels ◽  
The Relationship ◽  
Diabetes Melitus

Diabetes mellitus is a chronic metabolic disorder characterized by an increase in blood glucose (hyperglycemia). Physical activity has an impact on insulin action in people at risk for diabetes mellitus.Lack of activity is one of the contributing factors that causes insulin resistance in type II diabetes mellitus and diet is the behavior of humans or a group of humans in meeting their dietary needs which include food attitudes, beliefs and choices. The purpose of this study was to analyze the relationship between patterns of physical activity and diet with blood sugar levels in patients with diabetes melitustipe II. The research method used is a qualitative method. The results of the study showed that there was a relationship between patterns of physical activity and diet with blood sugar levels. Conclusions there is a relationship between patterns of physical activity and diet with blood sugar levels in patients with diabetes melitustipe II

scholarly journals ANALISIS HUBUNGAN KADAR GULA DARAH PUASA DENGAN KADAR KOLESTEROL HIGH DENSITY LIPOPROTEIN (HDL) PADA PASIEN DIABETES MELLITUS TIPE 2 DI RSUP SANGLAH

2016 ◽  
Vol 4 (2) ◽  
Author(s):  
Nyoman Jirna
Keyword(s):  
Blood Sugar ◽  
Low Density Lipoprotein ◽  
Density Lipoprotein ◽  
Hdl Cholesterol ◽  
Fasting Blood Sugar ◽  
Cholesterol Levels ◽  
Sugar Levels ◽  
Dm Type 2 ◽  
The Relationship

Abstract Diabetes mellitus (DM) is a group of metabolic diseases with characteristic hyperglycemia that happen by abnormal secretions of insulin, insulin action, or both. The condition of insulin resistance in DM type 2 cause abnormal lipid metabolism that indicated by increase or decrease levels of lipid fraction in plasma, include increase levels of Very Low Density Lipoprotein (VLDL) or triglycerides, decrease levels of High Density Lipoprotein (HDL), and formed small dense Low Density Lipoprotein (LDL). The purpose of this study is to determine the relationship between the fasting blood sugar levels with HDL cholesterol levels in patients with DM type 2. The method use an analytical study with cross sectional design. Sampling examined as many as 35 samples by purposive sampling. The relationship between fasting blood sugar levels with HDL cholesterol levels is analyzed by Pearson Product Moment Correlation test. Based on the result concluded that there is a relationship between fasting blood sugar levels with HDL cholesterol levels in patients with DM type 2 in RSUP Sanglah with significant value sig=0,030 (sig

scholarly journals “Japanese Ants (Tenebrio Molitor) Stabilize Blood Sugar Levels For Diabetics”: The Current Issue OF Herbal Medicine In Indonesia"

2018 ◽  
Vol 2 (02) ◽  
pp. 164-168
Author(s):  
Asirotul Marifah Marifah
Keyword(s):  
Diabetes Mellitus ◽  
Blood Sugar ◽  
Blood Sugar Level ◽  
Sampling Technique ◽  
Lower Blood ◽  
Patients With Diabetes ◽  
Independent Variable ◽  
Sugar Levels ◽  
The Relationship ◽  
Different Doses

There are still many of our people who have never heard or even seen the shape of the Japanese ants, so sometimes people consume Japanese ants with different doses between people with each other and even some who consume Japanese ants are not appropriate doses because they want to get well soon. The purpose of research to know the relationship between consumption patterns of Japanese ants and blood sugar levels of people with diabetes mellitus. The design of this study is correlational analytic with crossectional approach. Variables of this research there are two that is the pattern of consumption of Japanese ants as an independent variable and blood sugar levels as the dependent variable. The population of this study was all patients with diabetes Mellitus who had suffered > 5 years who consumed Japanese ants in Grinting Village Karangjeruk Village Jatirejo Subdistrict Mojokerto regency as many as 10 respondents. in the sampling of researchers using total sampling technique. Data collection with an observation sheet of Japanese ant consumption and blood sugar level. The result of the research showed that most of the respondents consume Japanese ants regularly as much as 6 respondents (60%) and most respondents have blood sugar level in the normal category that is between 100-125 mg/dl as many as 6 respondents (60%). Consumption Japanese ants can routinely lower blood sugar levels of people with diabetes mellitus because ants contain enzymes that can keep blood sugar levels diabetics.

scholarly journals Model Regresi Nonparametrik dengan Pendekatan Spline (Studi Kasus: Berat Badan Lahir Rendah di Rumah Sakit Ibu dan Anak Siti Fatimah Makassar)

2020 ◽  
Vol 2 (1) ◽  
pp. 70
Author(s):  
Wahidah Sanusi ◽  
Rahmat Syam ◽  
Rabiatul Adawiyah
Keyword(s):  
Birth Weight ◽  
Low Birth Weight ◽  
Nonparametric Regression ◽  
Gestational Age ◽  
Cross Validation ◽  
Predictor Variable ◽  
Coefficient Of Determination ◽  
Generalized Cross Validation ◽  
Child Hospital ◽  
The Relationship

Pendekatan nonparametrik merupakan suatu pendekatan yang digunakan apabila bentuk hubungan antara variabel respon dan variabel prediktornya tidak diketahui atau tidak adanya informasi mengenai bentuk fungsi regresinya. Spline merupakan suatu teknik yang dilakukan untuk mengestimasi parameter dalam regresi nonparametrik. Penelitian ini bertujuan untuk mengetahui model hubungan antara berat badan lahir rendah dan faktor-faktor yang mempengaruhi berdasarkan model spline. Faktor-faktor tersebut adalah usia ibu, usia kehamilan, dan jarak kehamilan. Data tersebut diperoleh dari rumah sakit ibu dan anak siti Fatimah Makassar tahun 2017. Dimana untuk mendapatkan model spline terbaik langkah awal yang dilakukan adalah menentukan knot dengan nilai Generalized Cross Validation (GCV) yang minimum. Berdasarkan penelitian yang telah dilakukan, dua variabel dinyatakan berpengaruh terhadap berat badan lahir rendah yaitu usia ibu, dan usia kehamilan. Model regresi nonparametrik dengan pendekatan Spline yang terbentuk memiliki koefisien determinasi sebesar 78,19%, serta nilai GCV dengan tiga titik knot yaitu 0.0117.Kata kunci: Regresi Nonparametrik, Spline, Berat Badan Lahir Rendah, Generalized Cross Validation The non-parametric approach is an approach that is used if the form of the relationship between the response variable and the predictor variable is unknown or the absence of information about the shapes of regression functions. The Spline is a technique performed to estimate the parameters in the nonparametric regression. This study aims to determine the model of the relationship between low birth weight and the factors that affect the based on the spline model. Such factors are maternal age, gestational age, and pregnancy distance. The Data is obtained from the mother and child hospital siti Fatimah Makassar 2017. Where to get a spline model best the initial step is to determine the knots with the value of the Generalized Cross Validation (GCV) which is a minimum. Based on the research that has been done, the two variables stated effect against low birth weight, namely age of mother, and gestational age. Nonparametric regression Model with the approach of the Spline that is formed has a coefficient of determination of 78.19 to%, as well as the value of the GCV with a three-point knot that is 0.0117.Keyword : Nonparametric Regression, Spline, Low Birth Weight, Generalized Cross Validation

scholarly journals Pola Makan Dan Aktivitas Fisik Pada Pasien Diabetes Mellitus Tipe 2 Di Rumah Sakit Pancaran Kasih Manado

Jurnal GIZIDO ◽  
2019 ◽  
Vol 11 (2) ◽  
pp. 57-62
Author(s):  
I Made Djendra ◽  
Muksin Made Pasambuna ◽  
Siani Pintan
Keyword(s):  
Physical Activity ◽  
Diabetes Mellitus ◽  
Type 2 Diabetes ◽  
Type 2 Diabetes Mellitus ◽  
Blood Sugar ◽  
Eating Patterns ◽  
Diet And Physical Activity ◽  
Sugar Levels ◽  
The Relationship

The purpose of this study was to determine the relationship between diet and physical activity on blood sugar levels of Type 2 Diabetes Mellitus patients at Pancaran Kasih Hospital in Manado City and the results of this study can be used as input material for patients to be able to maintain their diet and regulate physical activity to control blood sugar levels remain at normal limits. Diabetes mellitus is a chronic condition where the body cannot or does not produce insulin optimally. The study design used was a type of observational study with a cross sectional approach to determine the relationship between risk factors and disease. In this study used 2 independent variables, namely diet and physical activity and the dependent variable Diabetes Mellitus. The method of taking samples is using purposive sampling in accordance with the proposed inclusion and exclusion criteria. The samples needed in this study were 41 people determined by the Slovin formula. From the results of this study note that eating patterns have a value of p = 0.00, p <0.05 which means there is a significant relationship with eating patterns with blood sugar levels of Type 2 Diabetes Mellitus patients. Results of physical activity p = 0.03, p < 0.05 which means there is a significant relationship between physical activity and blood sugar levels in Type 2 Diabetes Mellitus patients at Pancaran Kasih Hospital in Manado City.

scholarly journals The effectivities of anti-diabetic of Chromolaena odorata L. in lowering blood sugar level: A systematic review

2021 ◽  
Vol 913 (1) ◽  
pp. 012092
Author(s):  
Annisa Salsabila ◽  
Erna Harfiani ◽  
Yudhi Nugraha
Keyword(s):  
Systematic Review ◽  
Blood Sugar ◽  
Significant Problem ◽  
Chromolaena Odorata ◽  
Data Synthesis ◽  
Phytochemical Content ◽  
Online Databases ◽  
Lower Blood ◽  
The World ◽  
Sugar Levels

Abstract Diabetes has become a significant problem that has reached an alarming level. Nowadays, almost one billion people around the world live with diabetes. In 2019, Indonesia occupied the seventh position in the world with 10,7 million people live with diabetes. Although various antihyperglycemic agents are available, diabetes is still a significant problem in the world. Siam weed (Chromolaena odorata L.) is widely used in Indonesia and traditional medicine to treat diabetes. This study aimed to determine the phytochemical content of C. odorata extract and analyze the effectiveness of the anti-diabetic of C. odorata extract in lowering blood sugar levels. The method used in this study is a systematic review with journals derived from the online databases of PubMed and Google Scholar. The journals used are journals that discuss C. odorata, extract, anti-diabetic, and blood sugar. Journal search results show, eight studies explain the potential anti-diabetic activity of C. odorata extract in lowering blood sugar levels. Data synthesis from several studies shows that C. odorata extract has potential anti-diabetic activity because it contains phytochemicals in the form of alkaloids, flavonoids, phenols, saponins, and tannins which are potent antioxidants and cytoprotectants that can lower blood sugar levels.

scholarly journals “Japanese Ants (Tenebrio Molitor) Stabilize Blood Sugar Levels For Diabetics”: The Current Issue OF Herbal Medicine In Indonesia"

2018 ◽  
Vol 2 (02) ◽  
pp. 164-168
Author(s):  
Asirotul Marifah Marifah
Keyword(s):  
Diabetes Mellitus ◽  
Blood Sugar ◽  
Blood Sugar Level ◽  
Sampling Technique ◽  
Lower Blood ◽  
Patients With Diabetes ◽  
Independent Variable ◽  
Sugar Levels ◽  
The Relationship ◽  
Different Doses

There are still many of our people who have never heard or even seen the shape of the Japanese ants, so sometimes people consume Japanese ants with different doses between people with each other and even some who consume Japanese ants are not appropriate doses because they want to get well soon. The purpose of research to know the relationship between consumption patterns of Japanese ants and blood sugar levels of people with diabetes mellitus. The design of this study is correlational analytic with crossectional approach. Variables of this research there are two that is the pattern of consumption of Japanese ants as an independent variable and blood sugar levels as the dependent variable. The population of this study was all patients with diabetes Mellitus who had suffered > 5 years who consumed Japanese ants in Grinting Village Karangjeruk Village Jatirejo Subdistrict Mojokerto regency as many as 10 respondents. in the sampling of researchers using total sampling technique. Data collection with an observation sheet of Japanese ant consumption and blood sugar level. The result of the research showed that most of the respondents consume Japanese ants regularly as much as 6 respondents (60%) and most respondents have blood sugar level in the normal category that is between 100-125 mg/dl as many as 6 respondents (60%). Consumption Japanese ants can routinely lower blood sugar levels of people with diabetes mellitus because ants contain enzymes that can keep blood sugar levels diabetics.

The Relationship of Compliance to Follow Prolanis with the Stability of Blood Sugar Levels of Patients with Type 2 Diabetes Mellitus at the Lumpue Health Center in Pare-Pare City

2020 ◽  
Vol 1 (1) ◽  
pp. 21-26
Author(s):  
Sri Syatriani ◽  
Yenni Purnamawati
Keyword(s):  
Diabetes Mellitus ◽  
Type 2 Diabetes ◽  
Type 2 Diabetes Mellitus ◽  
Health Center ◽  
Blood Sugar ◽  
Sugar Levels ◽  
The Stability ◽  
Relationship Of ◽  
The Relationship

Diabetes Mellitus is a disease that can cause complications to prevent complications can be done by maintaining the stability of blood sugar in people with diabetes. One of the efforts of patientss of Diabetes mellitus (DM) in maintaining the stability of blood sugar levels is to adhere to one of the Corneal Disease Management Programs (PROLANIS). The prevalence of diabetes mellitus in Indonesia in 2018 will reach 10.9%. The purpose of this study was to determine the relationship of compliance to follow prolanis with the stability of blood sugar levels of patientss with type 2 diabetes mellitus. This type of research is analytic research with cross sectional study design. The sample in this study were all patientss of diabetes mellitus who participated in the prolanis activities of 40 respondents at the Lumpue Health Center in Parepare City in September 2018 - January 2019 which were selected by total sampling technique. Data were analyzed by Chi-Square test. The results showed that most of the respondents included in the category of obediently followed prolanis, as many as 31 (77.5%) people and the majority with stable blood sugar, as many as 31 (77.5%) people. Relationship test results obtained p value (0,000) <α (0.05), which means there is an relationship compliance to follow Prolanis  with the stability of blood sugar in patientss with diabetes mellitus in the Lumpue Health Center in Parepare City. The conclusion of this research is that there is an relationship compliance to follow Prolanis with the stability of blood sugar. Patientss with diabetes mellitus are expected to routinely participate in prolanis activities held at each puskesmas to stabilize blood sugar levels.

scholarly journals Hubungan Higienitas Vagina, Kadar Gula Darah dan Kadar Hormon Estrogen dengan Kejadian Kandidiasis Vaginalis

2018 ◽  
Vol 18 (3) ◽  
pp. 601
Author(s):  
Silfina Indriani ◽  
Netti Suharti ◽  
Almurdi Almurdi
Keyword(s):  
Blood Sugar ◽  
Quantitative Research ◽  
Dominant Factor ◽  
Exclusion Criteria ◽  
Cross Sectional ◽  
Hormone Levels ◽  
Analytical Research ◽  
Sugar Levels ◽  
Relationship Of ◽  
The Relationship

Candida albicans is a normal flora in several areas of the human body and has opportunistic properties, so that if conditions support, it will be able to transform into pathogens (Ramali and Werdani, 2001). Candida can become pathogenic if there are predisposing factors, one of which is diabetes mellitus (DM), the frequency of underwear replacement (Anindita, 2006) and the use of contraceptives that affect the balance of estrogen hormones (Amelia, 2009). Researchers are interested in discussing the relationship of vaginal hygiene, blood sugar levels and estrogen hormone levels with vaginalis candidiasis.The purpose of this research was to determine the relationship of vaginal hygiene, blood sugar levels and estrogen hormone levels with vaginalis candidiasis.This research is a quantitative research with a type of analytical research studies. The research design used was a cross sectional comparative study. It was carried out at the Bhayangkara Hospital Polyclinic and Padang Pasir Health Center as well as Nanggalo. The population in this research were all women of fertile age who came to the obstetric polyclinic who conducted Visual Acetate Acid (IVA) Inspection. The sample in this research is the population that meets the inclusion and exclusion criteria. The hypothesis of this research is the relationship between vaginal hygiene, blood sugar levels and estrogen hormone with vaginalis candidiasis.There is a relationship between vaginal hygiene, blood sugar levels and estrogen hormone with vaginalis candidiasis.The conclusion of this research is that the dominant factor with vaginalis candidiasis is vaginal hygiene with an OR value of 11.37.

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