scholarly journals Intervention Time Series Modeling of Infant Mortality: Impact of Free Maternal Health Care

Author(s):  
J. Kisabuli ◽  
J. Ong'ala ◽  
E. Odero

Infant mortality is an important marker of the overall society health. The 3rd goal of the Sustainable Development Goals aims at reducing infant deaths that occur due to preventable causes by 2030. Due to increased infant mortality the Kenyan government introduced Free Maternal Health Care as an intervention towards reducing infant mortality through elimination of the cost burden of accessing medical care by the mother and the infant. The study examines the impact of Free Maternal Health Care on infant mortality using Intervention time series analysis particularly the intervention Box Jenkins ARIMA (Autoregressive Integrated Moving Average) model. There was significant support that Free Maternal Health Care had a significant impact on infant mortality which was estimated to be a decrease of 10.15% in infant deaths per month.

2019 ◽  
Vol 4 (3) ◽  
pp. 58
Author(s):  
Lu Qin ◽  
Kyle Shanks ◽  
Glenn Allen Phillips ◽  
Daphne Bernard

The Autoregressive Integrated Moving Average model (ARIMA) is a popular time-series model used to predict future trends in economics, energy markets, and stock markets. It has not been widely applied to enrollment forecasting in higher education. The accuracy of the ARIMA model heavily relies on the length of time series. Researchers and practitioners often utilize the most recent - to -years of historical data to predict future enrollment; however, the accuracy of enrollment projection under different lengths of time series has never been investigated and compared. A simulation and an empirical study were conducted to thoroughly investigate the accuracy of ARIMA forecasting under four different lengths of time series. When the ARIMA model completely captured the historical changing trajectories, it provided the most accurate predictions of student enrollment with 20-years of historical data and had the lowest forecasting accuracy with the shortest time series. The results of this paper contribute as a reference to studies in the enrollment projection and time-series forecasting. It provides a practical impact on enrollment strategies, budges plans, and financial aid policies at colleges and institutions across countries.


2019 ◽  
Vol 19 (1) ◽  
Author(s):  
Haylee Fox ◽  
Stephanie M. Topp ◽  
Emily Callander ◽  
Daniel Lindsay

Abstract Background The World Health Organization states there are three interrelated domains that are fundamental to achieving and maintaining universal access to care - raising sufficient funds for health care, reducing financial barriers to access by pooling funds in a way that prevents out-of-pocket costs, and allocating funds in a way that promotes quality, efficiency and equity. In Australia, a comprehensive account of the mechanisms for financing the health system have not been synthesised elsewhere. Therefore, to understand how the maternal health system is financed, this review aims to examine the mechanisms for funding, pooling and purchasing maternal health care and the influence these financing mechanisms have on the delivery of maternal health services in Australia. Methods We conducted a scoping review and interpretative synthesis of the financing mechanisms and their impact on Australia’s maternal health system. Due to the nature of the study question, the review had a major focus on grey literature. The search was undertaken in three stages including; searching (1) Google search engine (2) targeted websites and (3) academic databases. Executive summaries and table of contents were screened for grey literature documents and Titles and Abstracts were screened for journal articles. Screening of publications’ full-text followed. Data relating to either funding, pooling, or purchasing of maternal health care were extracted for synthesis. Results A total of 69 manuscripts were included in the synthesis, with 52 of those from the Google search engine and targeted website (grey literature) search. A total of 17 articles we included in the synthesis from the database search. Conclusion Our study provides a critical review of the mechanisms by which revenues are raised, funds are pooled and their impact on the way health care services are purchased for mothers and babies in Australia. Australia’s maternal health system is financed via both public and private sources, which consequentially creates a two-tiered system. Mothers who can afford private health insurance – typically wealthier, urban and non-First Nations women - therefore receive additional benefits of private care, which further exacerbates inequity between these groups of mothers and babies. The increasing out of pocket costs associated with obstetric care may create a financial burden for women to access necessary care or it may cause them to skip care altogether if the costs are too great.


2017 ◽  
Vol 4 (3) ◽  
pp. 40 ◽  
Author(s):  
Alokananda Ghosh ◽  
Dr.Biswaranjan Mistri

Improving maternal health was one of the eight Millennium Development Goals (MDGs) and now it is one of the targets of 17 point Sustainable Development Goals (SDGs). The utilisation of Maternal Health Care Services (MHCSs) is a complex phenomenon and it is influenced by several factors, like-health care seeking behaviour of the cohorts belonging to different socio-economic and cultural background, distance of the facility centres, type and conditions of the roads including undulating surface, transportation cost, type and availability of transportation mode along with the factors related to the accountability and surveillances of the health care services. Therefore, clear understanding and discussion is needed to draw an association between MHCSs and its influential factors. The objectives of the study are to estimate the impact of accessibility on the underserved status of MHCSs and on the utilisation of MHCSs through paucity index. In addition, the study aims to evaluate the causal relationships between underserved situation and obstacle score with the paucity index of MHCS utilisation.The empirical observation unfolds that the provision and utilisation of MHCSs are strongly dependent on accessibility and distance. The situation is aggravating for proper delivery of services, which is responsible for the increasing obstacle score and paucity index, especially in remote sub- centres of Murarai-II C.D. Block of Birbhum District. 


2019 ◽  
Vol 29 (Supplement_4) ◽  
Author(s):  
A Kasper

Abstract Background About 1/3 of the persons seeking asylum in Germany are female. The majority of all refugee women in Germany are currently of childbearing age. The maternity period requires specialized care. Maternal health care professionals monitor the physiological processes of maternity and the psychosocial well-being in order to allow an uncomplicated transition to maternity. On arriving in Germany there are different types of accommodation for refugee women: 1) shared reception centers (e.g. tents, containerbuildings, gyms), 2) collective shelters for particularly vulnerable refugees and 3) private apartments. Depending on the woman’s accommodation maternal health care professionals are confronted with different situations and conditions in providing care for these women. The aim is to analyze the impact of refugee women’s accommodation on maternal health care provision and professional’s actions. Methods Structured expert interviews were conducted with maternal health care professionals. The interviews were analyzed following the standards of qualitative thematic analysis with a special focus on refugee women’s accommodation and its impact on maternal health care provision. Results The accommodation situation does impact the provision of maternal health care as well as the actions and doings of maternal health care professionals. On the one hand there is a change in tasks, which are no subject to original maternal health care, such as organizing transportation. On the other hand there are challenges in actually executing particular maternal health care actions, such as taking the medical history or performing examinations where there is no or little privacy. Conclusions Accommodation conditions impact maternal health care provision in various ways. Therefore an enhancement of housing for refugee women may improve maternal health care provision and therefore maternal health for refugee women.


Author(s):  
Mohamed Jainul Azarudeen ◽  
M. Buvnesh Kumar ◽  
M. Logaraj ◽  
Balaji Ramraj

Background: Accredited Social Health Activist (ASHA) forms the backbone of NRHM who provides promotive, preventive, and curative health facilities in especially the vulnerable groups. There is a need to comprehensively look into the knowledge and performance of ASHA in terms of her job responsibilities in maternal health, hence this study was conducted to assess knowledge regarding maternal health care among the ASHA workers and to assess the impact achieved after the training programme.Methods: Community based interventional study was conducted among ASHA’s in Jawadhu Hills between April to July 2017, a pretested semi structured questionnaire was administered to elicit the knowledge of ASHA in regard to maternal health care. After the initial assessment, an intervention training programme was conducted based on a module prepared in their native language and post training assessment was done after two months. The statistical tests used were proportions, chi-square test. A p value less than 0.05 was considered to be significant.Results: Based on the initial assessment around 60% of ASHA knew about the core ANC, which statistically (p<0.05) improved after the training programme. Based on danger signs of pregnancy less than 10% knew about vaginal bleeding (3.8%), swelling of legs (4.8%), visual disturbances (6%) which statistically (p<0.05) improved after the training.Conclusions: Knowledge of ASHAs on various aspects of maternal health care was moderately adequate, before the training programme and it was significantly improved after the training programme, which shows that there is a need for regular fixed training programme to maintain the performance of ASHA. 


Author(s):  
Muhammad Mohsin Latif Khan

The impact of women's empowerment is examined on the utilization of maternal health care services in Pakistan. The empirical analysis based on logistic regression shows that women's education is the most important factor to improve maternal health among women. Other predisposing factors like parity and health belief are also contributing factors. Household wealth status turned out to be the most significant factor among other enabling factors like ease of access and source of information. Death of the child in previous pregnancies is the only need factor and we have found it statistically significant in the case of postnatal care.


Sign in / Sign up

Export Citation Format

Share Document