Pregnancy and contraception in women with Pre-Gestational diabetes in secondary Care– A questionnaire study

Scott, Rodney J.; Oliver, Nick; Thomas, María Gabriela; Agha-Jaffar, Rochan

doi:10.1016/j.diabres.2021.109124

Cited by 3 publications

(3 citation statements)

References 32 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…One study made comparison of the proportion of family planning usage based on disease status; diagnosed diabetes, undiagnosed diabetes, uncontrolled diabetes and no diabetes [ 25 ]. Six studies have explored pregnancy intention [ 33 , 41 , 45 , 51 , 53 , 56 ] but only one study descriptively investigated the relationship between pregnancy intention in relation to contraceptive use of the study participants [ 56 ]. Most of the studies described the usage of family planning practice by types of methods ( n = 26) [ 10 , 25 , 33 – 35 , 38 , 40 – 42 , 44 , 47 – 51 , 54 , 56 – 62 , 64 – 66 ] and eight studies categorized the methods according to level of effectiveness [ 25 , 41 , 46 , 48 , 50 , 53 , 56 , 62 ].…”

Section: Resultsmentioning

confidence: 99%

“…Six studies have explored pregnancy intention [ 33 , 41 , 45 , 51 , 53 , 56 ] but only one study descriptively investigated the relationship between pregnancy intention in relation to contraceptive use of the study participants [ 56 ]. Most of the studies described the usage of family planning practice by types of methods ( n = 26) [ 10 , 25 , 33 – 35 , 38 , 40 – 42 , 44 , 47 – 51 , 54 , 56 – 62 , 64 – 66 ] and eight studies categorized the methods according to level of effectiveness [ 25 , 41 , 46 , 48 , 50 , 53 , 56 , 62 ]. Only one study studied specifically the use of long-acting reversible contraception (LARC) among women with diabetes mellitus [ 39 ].…”

Section: Resultsmentioning

confidence: 99%

See 1 more Smart Citation

Family planning behaviours among women with diabetes mellitus: a scoping review

Awang Dahlan,

Idris,

Mohammed Nawi

et al. 2024

Eur J Med Res

View full text Add to dashboard Cite

Introduction Diabetes mellitus in pregnancies is associated with adverse outcomes both for the mothers and babies. Postponing pregnancy in unoptimized conditions and stabilisation of glucose should be prioritized. This scoping review is aimed to determine the scope and at the same time map the types of evidence available that is related to family planning behaviours among women with diabetes mellitus, with a particular focus on their factors which influence family planning usage and subsequently enable the identification of knowledge gaps in preventing unintended pregnancies among this high-risk population. Methods This scoping review is guided by the methodological framework by Arksey and O’Malley’s and Prisma-ScR checklist. PubMed, EBSCO and OVID were searched for empirical studies between 2000 and February 2022 using the search terms “family planning”, “contraceptive” and “diabetes mellitus”. Data were summarized according to the study characteristics and levels of factors influencing family planning behaviours. Results Thirty-five articles that met the eligibility criteria included 33 quantitative studies, one qualitative study and one mixed-methods study. The prevalence of family planning methods used by women with diabetes mellitus varied ranging from 4.8 to 89.8% among the studied population. Women with diabetes mellitus were reported to be less likely to utilise any family planning methods compared to women without diabetes mellitus. Conclusions Most of the evidence to date on family planning behaviours among women with diabetes mellitus focuses on the role of individual level sociodemographic factors. Few studies focused on exploring determinants at multiple levels. In this review we found that there is limited evidence on disease control and pregnancy intention in relation to their family planning practices. Future studies with more clinical and contextual factors are needed to guide the strengthening of family planning services for high-risk group women specifically for women with diabetes mellitus.

show abstract

Section: Resultsmentioning

confidence: 99%

Section: Resultsmentioning

confidence: 99%

Family planning behaviours among women with diabetes mellitus: a scoping review

Awang Dahlan,

Idris,

Mohammed Nawi

et al. 2024

Eur J Med Res

View full text Add to dashboard Cite

show abstract

“…The risks arise regarding lack of nutrition, blood issues, and disease-carrier mother [1,2]. In developing countries, pregnant women are faced with high-risk pregnancies [3][4][5] This is mainly caused by inadequate information about maternal health awareness of blood-related disease [6,7] Furthermore, due to minimum awareness, the risk spiked dramatically [6,8]. All of these issues lead to an increase in the foetal mortality rate.…”

Section: Introductionmentioning

confidence: 99%

Arrhythmia Foetus Heartbeat Detection Using Optimized Neural Network Based on Phonocardiograph Ensemble Feature and Principal Component Analysis

2023

IJIES

View full text Add to dashboard Cite

High-risk maternal health condition is alarming, especially in developing countries. Intensive monitoring is mandatory to prevent such issue. However, the long-term invasive method to pregnant women harms both the baby and the mother. In this research, we proposed a cost-efficient non-invasive foetal heartbeat classification based on a phonocardiograph with feature assembly. Since the high number of features and computationally expensive, we cut the size to half by utilizing Principal Component Analysis. Furthermore, data balancing using SMOTE is incorporated to improve classification performance. We proposed a method based on a neural network and optimized it using Random Search optimization. Eventually, the proposed method gained the top position in all data balancing compared to other machine learning algorithms, with 91.7 % for both accuracy and Area Under Curve with a score at 91.6 %.

show abstract