scholarly journals A study on research trends for gestational diabetes mellitus and breastfeeding: Focusing on text network analysis and topic modeling

2021 ◽  
Vol 27 (2) ◽  
pp. 175-185
Author(s):  
Junglim Lee ◽  
Youngji Kim ◽  
Eunju Kwak ◽  
Seungmi Park
Keyword(s):  
Diabetes Mellitus ◽  
Cardiovascular Disease ◽  
Network Analysis ◽  
Gestational Diabetes ◽  
Gestational Diabetes Mellitus ◽  
Topic Modeling ◽  
Diabetes Management ◽  
Research Trends ◽  
The Past ◽  
Text Network Analysis

Purpose: The aim of this study was to identify core keywords and topic groups in the ‘Gestational diabetes mellitus (GDM) and Breastfeeding’ field of research for better understanding research trends in the past 20 years.Methods: This was a text-mining and topic modeling study composed of four steps: 1) collecting abstracts, 2) extracting and cleaning semantic morphemes, 3) building a co-occurrence matrix, and 4) analyzing network features and clustering topic groups.Results: A total of 635 papers published between 2001 and 2020 were found in databases (Web of Science, CINAHL, RISS, DBPIA, RISS, KISS). Among them, 3,639 words extracted from 366 articles selected according to the conditions were analyzed by text network analysis and topic modeling. The most important keywords were 'exposure', ‘fetus’, ‘hypoglycemia’, 'prevention' and 'program'. Six topic groups were identified through topic modeling. The main topics of the study were ‘cardiovascular disease' and 'obesity'. Through the topic modeling analysis, six themes were derived: ‘cardiovascular disease’, ‘obesity’, ‘complication prevention strategy’, ‘support of breastfeeding’, ‘educational program’ and ‘management of GDM’.Conclusion: This study showed that over the past 20 years many studies have been conducted on complications such as cardiovascular diseases and obesity related to gestational diabetes and breastfeeding. In order to prevent complications of gestational diabetes and promote breastfeeding, various nursing interventions, including gestational diabetes management and educational programs for GDM pregnancies, should be developed in nursing fields.

Gestational diabetes mellitus and macrosomia: An analysis of secondary data

2018 ◽  
Vol 1 (2) ◽  
pp. 94-98
Author(s):  
Mufdlilah Mufdlilah ◽  
Fijri Rachmawati
Keyword(s):  
Diabetes Mellitus ◽  
Gestational Diabetes ◽  
Gestational Diabetes Mellitus ◽  
Maternal Morbidity ◽  
Secondary Data ◽  
Case Control ◽  
Health Issues ◽  
Control Approach ◽  
The Past ◽  
Maternal Morbidity And Mortality

Excessive fetal weight is considered as a health issues because it increases perinatal and maternal morbidity and mortality. The prevalence of macrosomia worldwide has increased over the past 2 to 3 decades. This study aimed to determine correlation between the incidence of gestational diabetes mellitus and macrosomia among pregnant women. The design of this study was analytical with a case control approach. Data used to analyze the incidence of macrosomia based on secondary data from 2014-2018. This research suggested that diabetes mellitus in pregnancy has a significant relationship with the incidence of macrosomia.

scholarly journals Gestational Diabetes Mellitus—Innovative Approach to Prediction, Diagnosis, Management, and Prevention of Future NCD—Mother and Offspring

2020 ◽  
Vol 11 ◽  
Author(s):  
H. David McIntyre ◽  
Anil Kapur ◽  
Hema Divakar ◽  
Moshe Hod
Keyword(s):  
Diabetes Mellitus ◽  
Cardiovascular Disease ◽  
Gestational Diabetes ◽  
Gestational Diabetes Mellitus ◽  
Communicable Disease ◽  
Critical Evaluation ◽  
Medical Complication ◽  
Diagnostic Approaches ◽  
Non Communicable Disease ◽  
Subsequent Risk

Gestational diabetes mellitus (GDM) is the commonest medical complication of pregnancy. The association of GDM with immediate pregnancy complications including excess fetal growth and adiposity with subsequent risk of birth trauma and with hypertensive disorders of pregnancy is well recognized. However, the associations with wide ranges of longer-term health outcomes for mother and baby, including the lifetime risks of obesity, pre-diabetes, and diabetes and cardiovascular disease have received less attention and few health systems address these important issues in a systematic way. This article reviews historical and recent data regarding prediction of GDM using demographic, clinical, and biochemical parameters. We evaluate current and potential future diagnostic approaches designed to most effectively identify GDM and extend this analysis into a critical evaluation of lifestyle and nutritional/pharmacologic interventions designed to prevent the development of GDM. The general approach to management of GDM during pregnancy is then discussed and the major final focus of the article revolves around the importance of a GDM diagnosis as a future marker of the risk of non-communicable disease (NCD), in particular pre-diabetes, diabetes, and cardiovascular disease, both in mother and offspring.

scholarly journals The Pathophysiology of Gestational Diabetes Mellitus

2018 ◽  
Vol 19 (11) ◽  
pp. 3342 ◽  
Author(s):  
Jasmine Plows ◽  
Joanna Stanley ◽  
Philip Baker ◽  
Clare Reynolds ◽  
Mark Vickers
Keyword(s):  
Diabetes Mellitus ◽  
Type 2 Diabetes ◽  
Cardiovascular Disease ◽  
Gestational Diabetes ◽  
Gestational Diabetes Mellitus ◽  
Molecular Mechanisms ◽  
Overweight And Obesity ◽  
Chronic Hyperglycemia ◽  
Increased Risk

Gestational diabetes mellitus (GDM) is a serious pregnancy complication, in which women without previously diagnosed diabetes develop chronic hyperglycemia during gestation. In most cases, this hyperglycemia is the result of impaired glucose tolerance due to pancreatic β-cell dysfunction on a background of chronic insulin resistance. Risk factors for GDM include overweight and obesity, advanced maternal age, and a family history or any form of diabetes. Consequences of GDM include increased risk of maternal cardiovascular disease and type 2 diabetes and macrosomia and birth complications in the infant. There is also a longer-term risk of obesity, type 2 diabetes, and cardiovascular disease in the child. GDM affects approximately 16.5% of pregnancies worldwide, and this number is set to increase with the escalating obesity epidemic. While several management strategies exist—including insulin and lifestyle interventions—there is not yet a cure or an efficacious prevention strategy. One reason for this is that the molecular mechanisms underlying GDM are poorly defined. This review discusses what is known about the pathophysiology of GDM, and where there are gaps in the literature that warrant further exploration.

scholarly journals Evaluation of information retention and adherence to treatment in patients with gestational diabetes mellitus after multidisciplinary group

2016 ◽  
Vol 62 (3) ◽  
pp. 212-217 ◽  
Author(s):  
Ana Maria da Silva Sousa ◽  
Daine Fiuza ◽  
Fernanda Cristina Ferreira Mikami ◽  
Karen Cristine Abrão ◽  
Rossana Pulcineli Vieira Francisco ◽  
...  
Keyword(s):  
Diabetes Mellitus ◽  
Blood Glucose ◽  
Gestational Diabetes ◽  
Gestational Diabetes Mellitus ◽  
Diabetes Management ◽  
Glucose Monitoring ◽  
Blood Glucose Monitoring ◽  
Contact Method ◽  
Information Retention ◽  
Multidisciplinary Group

SUMMARY Objective: To evaluate the retention of information after participation in multidisciplinary group in patients with gestational diabetes mellitus (GDM) through a phone contact. Method: 122 pregnant women diagnosed with gestational diabetes were included. After diagnosis of gestational diabetes, the patients were referred to the multidisciplinary group where they received medical, nutrition and nursing guidelines related to the disease. After three days these patients received one telephone call from a nurse, who made the same questions regarding the information received. In the statistical analysis, results were presented as absolute and relative frequencies. Results: Most patients 119/122 patients (97.5%) were managing to do self glucose monitoring. Twenty-one patients (17.2%) reported having difficulty performing the blood glucose, especially finger pricking. When questioning whether the woman was following the proposed diet, 24/122 (19.7%) patients said they did not; the meal frequency was not reached by 23/122 (18.9%) of the women, and forty-seven (38.5%) of the women reported having ingested sugar in the days following the guidance in multidisciplinary group. Conclusion: Regarding the proposed treatment, there was good adherence of patients, especially in relation to blood glucose monitoring. As for nutritional control, we observed greater difficulty in following the guidelines demonstrating the need for long-term monitoring, as well as further clarification to the patients about the importance of nutrition in diabetes management.

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