A Review of Causal Identifiability Techniques across Different Observational Datasets

We present an aggregation of the causal identifiability solutions techniques and their assumptions as advanced in extant literatures with datasets of odd origins, which do not necessarily conform to the independent and identically distributed (i.i.d) dataset, multinomial datasets and the Gaussian datasets settings; alongside their concomitant assumptions. The transformation process in data generation can sometimes be a desideratum of datasets of the following forms: linear and non-Gaussian, nonlinear & non-Gaussian, datasets with missing values, datasets tainted with selection biases, datasets with whose variables forms cycles, datasets with heterogeneous/nonstationary variables, datasets with confounding or latent variables, time-series datasets, deterministic datasets, etc. The study begins proper in section 2 after the introduction with the basic background into the concept of causality with observational data. The concept of graph as an embodiment of the background knowledge with structural causal model (SCM) is explicated in section 3; followed by the basic assumptions employed especially with common observational data settings in section 4. An exposition into the categorization of the algorithms used in causality is presented in section 4. Section 5 aggregates and expounds the causal identifiability techniques and their associated assumptions athwart varying datasets; which is the crux of the study and a recapitulation of same is presented in table 1. This study’s main contribution is to present an aggregate review of the causal techniques and their assumptions across different data settings especially in data settings of odd origins, as reviews such as this are grossly lacking in extant literatures.

Strategic Management of COVID 19 Pandemic; Response and Preparedness in Sri Lanka

Serious pandemic of COVID -19 a highly contagious respiratory disease caused by the Severe Acute Respiratory Syndrome Corona Virus 2, which was first discovered in December 2019 in the city of Wuhan. This highly infective SARS-CoV-2 virus is spreading from person to person through close contact, and the common symptoms include fever, cough and shortness of breath while muscle pains, loss of smell and taste, diarrhea, abdominal pain and throat ache are other symptoms, which have frequently recorded. This serious pandemic of COVID -19 has threatening lives of people and claimed 682,421,707 patients and 6,819,238 deaths worldwide to date of 19th March 2023. The first COVID-19 case in Sri Lanka on 27th January 2020, who was a 44 year old female tourist from Hubei Province China, and the first local case was reported on 11th of March 2020, who was a travel guide.

Aim of this article is to describe the effectiveness of COVID-19 response and preparedness especially on patient care management. A descriptive study was conducted through Key Informant Interviews, data gathering through desk review of records and reports published. Multi strategic approach that was used in the Sri Lankan health sector to combat COVID – 19 pandemic. Strategies done were; system development (curative and preventive services), infrastructure development and improvement of facilities, staff wellbeing and protection, continuation of normal patient care services, intersectoral coordination and collaboration, special projects in relation to COVID – 19 pandemic, leadership and governance, supervision and monitoring, and public / community empowerment. These strategies has reflected in managing COVID – 19 pandemic and similar strategies with modification can be implemented in future pandemic situations. Further, it is recommended to do in-depth studies to understand the interventions done in specific areas, effectiveness of interventions, and gaps of intervention done and to mitigate the gaps for better response system in order to build a resilient health system.

Nutritional Status and Dietary Profile of College Students – A Cross Sectional Study from South India

Background: Undernutrition is most critical health challenges facing society today, not just in terms of health, but also health care expense. Several studies have revealed that college students often have bad eating habits. Students typically consume less fruits and vegetables per day and report a high intake of high-fat, high-calorie items.

Aims: The purpose of this study was to assess nutritional status and dietary habits of students studying in university.

Materials and Methods: A cross-sectional survey was conducted among a sample of post graduate students with the sample size of 57. A well-structured interview schedule was used for data collection regarding socio demographic data, nutritional status and dietary profile. Results and Discussion: Outcome of the results indicated that majority of them were belonged to the age category of 21-25 years, stayed in hostel, had one sibling and were middle class families. Around 50.6 % of college students were within the healthy Body Mass Index range. Most students showed ‘satisfactory’ dietary habits. Almost more than half of the students reported consuming good amounts of fruits, vegetables, milk and nuts daily. Only 8.8 % of students were eating non-vegetarian daily.

Conclusion: Around 50% of college students, particularly females, were within the range of good nutritional status. Students’ dietary habits were satisfactory. However, students’ knowledge of good diet habits, and nutritional knowledge needs to be improvement. This study offers new insight for formulating policies and intervention programs among college students in the future.

Primary School Teachers’ Views on Integrating Technology in English Language Instruction in Rural School Contexts in the Lubombo Region of Eswatini

The realization that traditional methods of teaching have become inadequate hence can no longer be exclusively used when teaching, has seen technology being integrated in instruction for all curricula.  This study intended to explore the views of primary school teachers on the integration of technology when teaching English language in rural school contexts in the Lubombo region of Eswatini. The study was based on the following research questions: What are the views of primary school English language teachers on the integration of technology in English language instruction in rural school contexts? What are the benefits of integrating technology in English language instruction in rural school contexts? How do primary school teachers integrate technology in English Language instruction in rural school contexts? What challenges do primary school English language teachers encounter when integrating technology in English language instruction in rural school contexts? The study adopted the interpretivist research paradigm which was used with the qualitative research approach and the case study research design. While the simple random sampling technique was used to select four (4) schools that took part in the study, purposive sampling was used to select eight (8) teachers that took part in the study (two teachers from each school). Data were gathered using an interview guide where teachers were interviewed on a one on one. The data were analyzed using Thematic Content Analysis. The study found that some teachers had a misconception about technology integration in instruction as they view it as the teaching of basic computer skills. Another finding was that integrating technology in English language instruction was viewed as very beneficial as it resulted in optimum lesson delivery since learners generally have a big interest in technology. Challenges that teachers encountered when integrating technology in instruction included lack of training and unavailability of technological gadgets as well as poor internet connections. The study therefore recommends that The Ministry of Education, through the In-service department should train the teachers on how they can integrate technology in their teaching. Another recommendation is that Headteachers should organize teachers from other schools who are known to be effectively using the approach to come and assist teachers in rural schools.

The Influence of Shahnameh on Afghanistan Public Culture

Shahnameh is one of the most significant literary texts of Persian speakers. The people of Afghanistan have an inseparable and remarkable bond with the Shahnameh. For this reason, the Shahnameh has had the greatest impact on the culture of the people of Afghanistan, the effects of which can be clearly seen in the names, places, buildings, proverbs, anecdotes and the ritual of reading the Shahnameh of the people of this country. This research has been done in order to introduce a part of the native culture of the Persian language and to measure the effectiveness and influence of the Shahnameh among Afghans and with the aim of preserving and recording a part of the cultural heritage of Afghanistan; At a time when the culture of modernity is conquering and dominating national cultures and pushing the world towards a global village. The findings of the research indicate the existence of the Shahnameh among the people of Afghanistan. Its most prominent appearance can be seen in the Shahnameh reading circles of Herat, Balkh, Takhar, Badakhshan and Panjshir. The beliefs of the people of Afghanistan about the different regions of this country and their connection with the characters of the Shahnameh, especially Rustam, are a sign of the deep influence of the Shahnameh among the people of this country. Also, proverbs and names taken from the Shahnameh are widely used and prosperous among the people of Afghanistan.

The Results of Vaccination and Reversed After Vaccination of Coronavirus Infection in Fergana Region for 2021–2022

In this study, an analysis of the incidence of COVID–19 in the Fergana region was carried out, the number of vaccinated vaccination coverage and those who recovered after vaccination with COVID–19 was determined. The incidence was studied for the period from March 2020 to 2022. Since vaccination began in 2021, we analyzed those vaccinated and recovered from 2021 to 2022. The dynamics of the incidence of COVID–19 in the Fergana region was undulating. During the surveyed period, the intensive indicator of the incidence of COVID–19 was as follows: in the city of Fergana (887.6), Kuvasay–1169.5, Kuva–995, Sokh–737.2, Yazyavan–781, Altiarik–610.1, Fergana–472 cases per 100,000 populations. During this period, more than 7 million doses of COVID–19 vaccines were administered, and no side effects of the vaccines used were observed among those vaccinated.

Increasing the Effectiveness of the Budget Organizations through the Influence of Financial Control

The article examines the issue of increasing the effectiveness of the budget organizations through the influence of financial control. In addition, the article studies research papers of scholars–economists on financial control, the activities of financial control bodies to ensure the purposeful spending of funds of budget organizations, as well as analytical operations performed. In reliance upon the research outcomes, the author has developed relevant conclusions.

The Significance of Financial Control in Ensuring Targeted Spending in Vocational Education Institutions

This article is devoted to consideration of the significance of financial control in ensuring the targeted spending in vocational educational institutions. Research papers of economists on the concept of financial control have been investigated and the impact of financial control contributing to economic efficiency has been analyzed. In reliance upon the research results the author has developed relevant proposals and recommendations.

A Study to Assess the Association between Malnutrition and Anemia in Underfive Children by Using two Binary Variables of Haemoglobin Crest and Low Height for Age and Low Degree of Malnutrition at Nerkundram

Background: Anemia, which is characterized by low level of hemoglobin in the blood, is one of the major public health hazards affecting people in both developed and developing countries. Anemia may occur at all stages of life, however, young children and women in the childbearing age are the most vulnerable. When anemia occurs in children, it could affect their cognitive performance and physical growth  In women, anemia could adversely affect their capacity to work and may lead to poor pregnancy outcomes.

Methodology: Data collection was done in selected community area of Nerkundram, for a period of 1 week. The investigator obtained written permission from the Principal, Saveetha Medical College and Hospital, Chennai and in charge of selected community area, Nerkundram. An oral consent was obtained from the samples prior to the study. The purpose of the study was explained to the subjects. The samples who fulfilled the inclusion criteria were selected. The purposive sampling technique was used to select 200 samples for the study. Everyday 25 samples were selected and collected data from them. Demographic data was collected by administering the structured tool and the biochemical variable hemoglobin was assessed clinically. The data collected were then coded and entered in Excel for further data analysis and interpretation.

Results: 200 in total Participants finished this research. After 1 weeks, The present study assessed the association between malnutrition and anemia in underfive children by using two binary variables of haemoglobin crest and low height for age and low degree of malnutrition. The study concluded that most of the underfive children had moderate to mild anemia and the parents of underfive had to be educated on malnutrition and the steps to prevent anemia.

The Utilization of Potential Water Sources in the Development of Swiftwater Ponds and Sentool Agrotourism, Suci Village, Indonesia

Suci Village is a village located in Panti District, Jember Regency, East Java, Indonesia. This village is an area rich in natural resource potential, especially water sources. The availability of this water source can be caused by the large number of plants that are able to store abundant amounts of water. Based on its abundant water sources, this village can be used as a potential attraction in itself. There are several small rivers that can be used to develop fast water pools. Apart from that, the development of small rivers in Sentool tourism can be used as fast water pools and agrotourism in Suci village has great potential in improving the economy of local residents. With abundant water resources, communities can develop agrotourism businesses that can attract tourists, thereby creating jobs and improving the local economy. The Grand Launching of Fast Water Fish Tourism is an event involving enthusiasm and excitement which aims to introduce a new destination, namely fast water fish tourism, to the wider community. Providing culinary training in Sentool Village could be a good step to develop the tourism and economic potential of the local community. Cycling to explore plantation areas for tourist purposes is an interesting way to introduce tourists to agricultural environments, plantations and natural beauty that they may have never seen before. Pokdarwis Training Conduct initial assessment to identify. Tourism management, marketing, tourism product development, cleanliness, security and guest service then design a training program that suits your needs. Tour guide training in Sentool village is an important step to ensure that tour guides have the knowledge and skills necessary to provide visitors with a satisfying tourism experience.