COVID-19 Cases In Indonesia Research Articles

Prediksi Jumlah Pasien Covid-19 Dengan Menggunakan Klasifikasi Algoritma Machine Learning

Corona virus or servere acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a disease that results in the occurrence of mild to moderate respiratory tract infections. Positive cases of Covid-19 in Indonesia were first detected on March 2, 2020 and continue until 2022. The additional number of deaths caused by COVID-19 has also increased. Therefore, the author is interested in making a predictive model of the cumulative number of COVID-19 patients who died in Indonesia. Therefore, in this study is how to predict the number of patients who die from COVID-19 in Indonesia by creating an appropriate accuracy model to help estimate the number of deaths associated with COVID-19 in Indonesia and assist the government in dealing with cases of new variants of COVID-19. In this study, the authors used the Decision Tree model using entropy criteria as well as Information Gain and Random Forest which resulted in accuracy rates of 91.83% (Decission Tree) and 73.80% (Random Forest). The results, explain that the model used is good. The more the R-squared error value is close to 1, the better the model used will be

ANALYSIS OF COMPLIANCE WITH THE USE OF PPE DURING THE COVID-19 PANDEMIC AT PUSKESMAS DUMBAYABULAN YEAR 2022

In the Covid-19 case in Indonesia itself, the government has issued a status disaster emergency starting on February 29, 2020, related to this virus pandemic. Personal Protective Equipment (PPE) is used to protect oneself or the body against the dangers of work accidents and the risk of contracting the virus, especially related to biological hazards. This study aims to analyze the factors related to health workers' compliance with the use of PPE during the COVID-19 pandemic in the Dumbaya Bulan Health Center Work Area. This study uses a Chi-Square design. The population is 38 people, and the research sample is presented. Data were collected by data analysis using chi-square. Results: the study showed that the variables, namely knowledge (p=0.007) and information and research (p=0.010), had a significant relationship with health workers' compliance in using PPE in Dumbayabulan Health Center. Meanwhile, perceptions of risk (p=1,000), barriers (p=0,252), workload (p=0,160), safety climate (p=0,313) and availability of facilities and facilities (p=0,517) did not have a significant relationship with compliance. health workers in the use of PPE at Dumbayabulan Health Center. Increasing vigilance in infection prevention and control in treating patients using PPE is necessary.

Analisis Dampak COVID-19 Terhadap Harga Saham Bank Syariah Di Bursa Efek Indonesia

This study aims to examine the impact of Covid-19 on the share price of Islamic banks. The research variables used are daily stock price data for Islamic banks for 40 stock trading days before the official announcement of the Covid-19 case in Indonesia and 40 stock trading days after the Covid-19 case was announced. The test results show that there is a difference in the share price of Islamic banks before the announcement of positive cases of Covid-19 in Indonesia and after the announcement of positive cases of Covid-19 in Indonesia, with a significance value of 0.000. After the Covid-19 announcement, it was seen that the share price of Islamic banks fell compared to before the announcement.

Impact of Covid-19 on changes in stock prices and the volume of transactions In BUMN (lQ45)

The problems in this study are the decrease in the share price and the increase in the volume of stock transactions in BUMN listed in LQ45 as well as the number of positive confirmed cases of fluctuating COVID-19 affected by the spread of COVID-19 which is increasingly widespread, causing a higher level of panic in the capital market. This research uses quantitative research methods with comparative and associative research types. This data collection is by observation and documentation with a span of 60 days. Based on the results of the paired t-test, it shows that the comparison between the share price before and after the national announcement of COVID-19 cases in Indonesia has a value (sig.) of 0.000 < 0.05. Based on the results of the wilcoxon signed rank test, it shows that the comparison between the volume of transactions before and after the national announcement of COVID-19 cases in Indonesia has a value (sig.) of 0.000 < 0.05. Based on the results of the Regression Weights in path analysis, it shows that the Stock Price variable has a standardized Regression Weights value of -0.438, and the transaction volume variable has a value of 0.650. So it can be concluded that there is a significant difference between the share price and volume in BUMN registered in LQ45 before and after the national announcement of COVID-19 cases in Indonesia, and there is a significant influence between the number of positive confirmed cases of COVID-19 on the share price and the volume of transactions in BUMN registered in LQ45 during the COVID-19 pandemic in Indonesia.

PEDULI COVID-19 DENGAN PEMBAGIAN SEMBAKO , PENCEGAHAN PENULARAN COVID-19 : PEMBAGIAN MASKER DAN HAND SANITIZER DI DESA PAYUNG WELERI KENDAL

The increasing number of cases of Covid-19 in Indonesia turned out to have a very broad impact on various sectors of life, especially those related to health and economic problems. This community service activity is in the form of distributing basic necessities and providing health education on how to prevent the transmission of Covid-19 and distributing Hand Sanitizer to affected communities. The high unemployment rate and low public understanding and public knowledge about the spread and prevention of the Covid-19 disease further worsen the community's situation. This results in severe psychological and emotional impacts on the community, coupled with restrictions on activities outside the home and problems with health facilities. The methods used are the distribution of basic necessities and the distribution of hand sanitizer masks as well as providing education about preventing the transmission of Covid-19. Targets and outputs in this community service activity are the achievement of indicators of the success of community service programs, namely basic necessities, masks, hand sanitizers can be distributed and materials on preventing the transmission of Covid-19 can be given 100% to the community to benefit users through lectures and demonstrations at 40 person.

DAMPAK COVID-19 TERHADAP PERUBAHAN HARGA SAHAM DAN VOLUME TRANSAKSI SAHAM SYARIAH (STUDI KASUS PADA PT. UNILEVER, TBK)

COVID-19 is the latest virus that appeared around December 2019 in Wuhan, China. The virus is spreading rapidly in various parts of the country, including Indonesia. This virus that spreads in Indonesia breaks the myth of "immune" to covid-19. The virus had a negative impact on health. In addition, all sectors are affected as much as the investment sector. COVID-19 cases in Indonesia was announced on March 2, 2020. This study aims at finding out whether there is a significant difference in stock prices and the volume of stock transactions before and after the announcement of COVID-19 (case study of PT Unilever, Tbk). This study uses quantitative research and the data collection methods are using secondary data. The research data was taken before and after 31 days COVID-19 announcement. The researcher uses statistical test using Paired Sample T-Test stated, by using a statistical version 23. From the results of data processing, it shows that there is a significant difference in stock price of PT Unilever, Tbk before and after the announcement of COVID-19. This is indicated by a significance value of 0.00 0.05. Which is the stock price has decreased after the COVID-19 announcement than before the COVID-19 announcement. Meanwhile, the volume of stock transactions before and after the Covid-19 announcement also showed a significant difference. Which is the significance value is 0.00 0.05. Before the Covid-19 announcement, the volume of stock transactions had increased meanwhile had decreased after the Covid-19 announcement

PARAMETER ESTIMATION OF COVID-19 COMPARTMENT MODEL IN INDONESIA USING PARTICLE SWARM OPTIMIZATION

Background: The government established a vaccination program to deal with highly reactive COVID-19 cases in Indonesia. In obtaining accurate predictions of the dynamics of the compartment model of COVID-19 spread, a good parameter estimation technique was required.. Purpose: This research aims to apply Particle Swarm Optimization as a parameter estimation method to obtain parameters value from the Susceptible-Vaccinated-Infected-Recovered compartment model of COVID-19 cases. Methods: This research was conducted in April-May 2020 in Indonesia with exploratory design research. The researchers used the data on COVID-19 cases in Indonesia, which was accessed at covid19.go.id. The data set contained the number of reactive cases, vaccinated cases, and recovered cases. The data set was used to estimate the parameters of the COVID-19 compartment model. The results were shown by numerical simulations that apply to the Matlab program. Results: Research shows that the parameters estimated using Particle Swarm Optimization have a fairly good value because the mean square error is relatively small compared to the data size used. Reactive cases of COVID-19 have decreased until August 21, 2021. Next, reactive cases of COVID-19 will increase until the end of 2021. It is because the virus infection rate of the vaccinated population is positive . If occurs before the stationary point, then the reactive cases of COVID-19 will decrease mathematically. Conclusion: Particle Swarm Optimization methods can estimate parameters well based on mean square error and the graphs that can describe the behavior of COVID-19 cases in the future.

Survival Analysis Of Health Rate Of Covid-19 Patients Using Kaplan-Meier Method At Islamic Hospital In Surabaya A. Yani

Corona Virus Disease2019 (COVID-19) is a disease that shocked the world at the end of 2019. Based on data, positive cases of Covid-19 in Indonesia on July 29, 2021 reached 3,331,206 people, with 3,240,654 Covid-19 patients recovering and 90,552 Covid-19 patients dying. Meanwhile in the city of Surabaya there were 52,782 confirmed cases with 50,894 patients recovered and 1,888 patients died. The high death rate shows that this virus is dangerous, but the cure rate is also high. A survival analysis is needed to determine the patient's survival time (cured) for Covid-19. This research was conducted non-reactively using secondary data in the form of medical records of Covid-19 patients at the Surabaya A. Yani Islamic Hospital in January-July 2021. The results of the study using the Kaplan-Meier method found that the survival time based on age was 12,423 days, the survival time based on gender was 12,078 days, the survival time based on Early Symptoms was 11,461 days and the survival time based on SpO2 capacity was 16,787 days. The conclusions of this study indicate that, age affects the survival time of respondents where the 27-36 year interval has a better survival time than the other respondents' age intervals. The female sex has a better survival time than the male. Initial symptoms determine the severity and duration of recovery for respondents. SpO2 capacity is directly proportional to the degree of patient safety, the higher the percentage of SpO2 capacity, the greater the chance of survival and the lower the percentage of SpO2 capacity, the lower the expectation.

Factors Affecting Community Compliance in Preventing COVID-19 Based on the Health Belief Model

COVID-19 cases in Indonesia are increasing. This has been caused by several factors, such as the lack of compliance and the negative perception that COVID-19 is not a dangerous disease. This study used the health belief model to analyze the factors influencing community compliance in preventing COVID-19. This was a descriptive quantitative study with a cross-sectional approach. The participants included 130 residents of Saronggi District, Sumenep Regency. Data were collected through a questionnaire about compliance and perceptions based on the health belief model. Perceptions of vulnerability, seriousness, benefits, barriers and actions were examined, along with their association with COVID-19 prevention compliance. The data were analyzed using an ordinal regression test. Compliance in preventing COVID-19 was measured as obedient in 75 people (57.69%), quite obedient in 17 people (13.07%), and not obedient in 38 people (29.24%). Meanwhile, based on the findings, the dominant factors that influenced compliance were perceived benefits (p = 0.001), perceived barriers (p = 0.023), and perceptions of action (p = 0.003). Public education about the dangers and prevention of COVID-19 needs to be improved by involving community leaders as role models so that community compliance will increase.
 Keywords: perception, compliance, health belief model, COVID-19

Pelaksanaan Pencegahan Covid 19 di Masyarakat Kelurahan Talang Banjar Kota Jambi

Covid-19 cases in Indonesia in early June 2022 were reported to increase by 551 cases The purpose of the study was to describe the implementation of Covid-19 prevention in the Talang Banjar Village Community, Jambi City. This research is a quantitative research using a descriptive analytic design. The population and sample in this study were the people of Talang Banjar Village, Jambi City who took part in weekly gymnastics at the Talang Banjar Village Head Office, Jambi City, amounting to 30 people. Sampling was done by using total sampling technique. The implementation of Covid-19 prevention in the Talang Banjar Village community can be seen from how the public's perception of the Covid-19 disease and their behavior in preventing Covid-19 is in accordance with the health protocol imposed by the government. The perception of the Talang Banjar village community about Covid-19 is mostly good, namely 86.7% and community behavior according to health protocols in preventing the transmission of the Covid-19 virus is mostly good, namely 82.8%. The government's program to prevent the spread of the Covid-19 virus is to invite people to live healthy lives through habits to comply with health protocols that have been established and health workers must more often and make regular plans to always provide health education to the community to be able to educate the nation

Upaya Pengendalian Covid-19 Melalui Layanan Telemedicine Perspektif Permenkes Nomor 20 Tahun 2019

This research is entitled "Efforts to control COVID-19 through Telemedicine Services Permenkes Permenkes Number 20 of 2019". The formulation of the problems that will be raised in this study are: first, how is the effectiveness of implementing telemedicine services in an effort to control the COVID-19 virus in Indonesia. Second, how does it affect the trend of the declining rate index for COVID-19 cases in Indonesia. And third, how is the Minister of Health number 20 of 2019 in providing regulations on the implementation of telemedicine services for isoman patients. In this study, a normative juridical approach was used, with research specifications that were descriptive analysis. The data used is secondary data obtained through literature study, and then analyzed qualitatively. The results of the study can be concluded that: first, that the implementation of telemedicine services for controlling cases of the COVID-19 virus in Indonesia is very effective. Telemedicine comes from the Greek, namely tele which means far and medical which means health services by health workers. According to the provisions in the Regulation of the Minister of Health of the Republic of Indonesia Number 20 of 2019 concerning the Implementation of Telemedicine Services Between Health Service Facilities Telemedicine is the provision of long-distance health services by health professionals using information and communication technology, including the exchange of information on diagnosis, treatment, prevention of disease and injury, research and evaluation, and continuing education of health care providers for the benefit of improving individual and community health.

The Impact of Covid-19 on Orthopaedic Surgery in Regional Covid-19 Referral Hospital: A Cross-Sectional Study

Introduction: The Covid-19 pandemic has been a profound phenomenon affecting the entire world, primarily healthcare systems. Since the first Covid-19 case in Indonesia around March 2020, the healthcare systems and public regulations have been constantly readjusted. In our centre, the pandemic has also had major effects on the orthopaedic and trauma services. This study aims to evaluate the impact of Covid-19 on orthopaedic surgery in Wangaya General Hospital.
 Method: A cross-sectional study is done retrospectively through medical records among patients underwent orthopaedic surgery from March 2019 to 2021. Pre-Covid control group (March 2019-2020) is compared to Covid case group (March 2020-2021). The parameter of study includes: patient’s demographics, orthopaedic diagnosis, anatomical location, orthopaedic surgery, and type of surgery. T test and chi square test is used for data analysis.
 Result: Out of the total 916 cases, the number of orthopaedic surgeries is decreased by 42,61% (582 vs. 334 cases; 48,5±10,11 vs. 27,83±4,89 cases/month) on the first year of pandemic. The number of emergency surgeries has escalated significantly with inverted proportion to elective surgeries, such as arthroplasties, implant and benign tumor removal. Polytrauma, lacerations and tendon rupture case has been increased considerably requiring immediate surgical treatment.
 Conclusion: In response to the pandemic, the objective is to restore high quality healthcare systems by reconstructing newly updated strategies for patient management plan and public regulations during the ongoing Covid-19 pandemic.

Self Efficacy dengan Tingkat Kecemasan Tenaga Kesehatan Kamar Bedah pada Masa Pandemi Covid-19

The increasing number of COVID-19 cases in Indonesia, especially in Lampung Province, has an impact on mental disorders such as anxiety. The existence of high self-efficacy makes a person able to bring out the best of himself and reduce anxiety. The purpose of this study was to determine the relationship between self-efficacy and the anxiety level of operating room health workers during the COVID-19 pandemic. The research method uses a quantitative analytical design and a cross-sectional approach. The variables in this study were self-efficacy and anxiety levels of operating room health workers. Sampling using total sampling technique, as many as 90 respondents. The measuring instrument used is the General Self Efficacy Scale questionnaire and for measuring anxiety using General Anxiety Disorder-7, then the data is analyzed using the Chi-Square Test. The results obtained a p-value of 0.02 (p-value<0.05), which means that there is a significant relationship between self-efficacy and the anxiety level of operating room health workers during the Covid-19 pandemic in hospitals. The better a person's efficacy will make self-confidence and be ability to overcome existing problems. It is expected to be able to improve performance and maintain the protocol according to the standards that have been applied.

COMPARISON OF ARIMA AND GARMA'S PERFORMANCE ON DATA ON POSITIVE COVID-19 CASES IN INDONESIA

The development of methods in statistics, one of which is used for prediction, is overgrowing. So it requires further analysis related to the goodness of the method. One of the comparisons made to the goodness of this model can be seen by applying it to actual cases around us. The real case still being faced by people worldwide, including in Indonesia, is Covid-19. Therefore, research comparing the autoregressive integrated moving average (ARIMA) and the Gegenbauer autoregressive moving average (GARMA) method in positive confirmed cases of Covid-19 in Indonesia is essential. Based on the results of this research analysis, it was found that the best model with the Aikake's Information Criterion measure of goodness that was used to predict positive confirmed cases of Covid-19 in Indonesia was the Gegenbauer autoregressive moving average (GARMA) model.

Multi-criteria Decision Analysis for Readiness of COVID-19 Referral Hospital in Jakarta

In early March, Indonesia had reported the first two cases of COVID-19 and this was the beginning for the spread of the COVID-19 outbreak in Indonesia. The need for health services is increasing along with the increasing number of COVID-19 cases in Indonesia. DKI Jakarta is the capital city of Indonesia and is a city with a dense population, causing the transmission of the COVID-19 to be faster than other areas. An assessment of the capacity of health facilities which includes infrastructure and resources is very important to determine the ability of health facilities to manage the rate of spread of COVID-19. This study aims to evaluate the capability of health facilities using the COVID-19 referral hospital readiness index in DKI Jakarta. The data used is the availability of human resources and infrastructure for COVID-19 referral hospitals. Analysis of Geographic Information Systems and Multi-criteria was used to map the readiness index of COVID-19 referral hospitals. The results show that there are no referral hospitals with a high readiness index. There are only 10 referral hospitals with a medium and 92 referral hospitals with a low readiness index. The lack of referral hospitals with a medium readiness index in areas of high vulnerability can have serious consequences in handling COVID-19 cases. Most of the referral hospitals have a low readiness index. However, referral hospitals are capable to reach almost all areas of DKI Jakarta in an emergency condition. It can be concluded that most of the referral hospitals do not have adequate facilities for handling COVID-19 patients.

Pengaruh Vaksin Sinovac terhadap Siklus Menstruasi pada Remaja Perempuan Berbasis Studi Farmakovigilans di Banjarmasin Selatan

The spread of the Coronavirus that causes the COVID-19 pandemic in the world has not subsided. Even recently, the Omicron variant has spread in many countries and caused a spike in cases. Meanwhile, cases of COVID-19 in Indonesia are also increasingly worrying. This can be seen from active cases and the death rate is still increasing. The commitment to seriously implement the health protocols as the first step in overcoming the COVID-19 pandemic must continue to be voiced and become a shared commitment. Protecting the people from the pandemic threat, including implementing a free vaccination program for the community, must be a priority for the country. When vaccination is started, it is possible that an unwanted reaction to the vaccine will occur, which is why this proposal was written. The incidence of unwanted drug reactions is related to Pharmacovigilance, a science and activity related to detecting, assessing, understanding, and preventing adverse effects.

METODE ANALISIS REGRESI SPASIAL DALAM MEMODELKAN KASUS COVID-19 DI INDONESIA

Covid-19 is an infectious disease caused by Severe Acute Respiratory Syndrome Coronavirus 2. The transmission of Covid-19 has negative impact on every aspect. This study aimed to determine the factors that significantly affect the number of Covid-19 cases in Indonesia. Spatial regression analysis was used as the research method. The results obtained that on the dependent variable there is a spatial dependence, so the selected model is Spatial Autoregressive Model (SAR) with an AIC value of 759.09 and an value of 58.49%. The significant influencing factor is proportion of the population over 50 years old and open unemployment rate.

Covid-19 Awareness for Baiturrahmah Padang Bachelor of Dental Medicine Students

Background: Coronavirus, or SARS-CoV2, is one of the main pathogens that attack the human respiratory system. The coronavirus disease caused by SARS COV2 represents the causative agent of a potentially fatal disease of global public health concern. West Sumatra is in the top 10 provinces that contributed the most COVID-19 cases in Indonesia. 1st According to the official website of the Health Padang City Service on September 22, 2020, 2385 confirmed COVID-19 people, 1426 people recovered from COVID-19, and 53 people died. The high incidence of positive cases of Covid-19 in Padang is due to a lack of public knowledge and adherence to government-mandated health practices. Dental care places have a risk of COVID-19 infection due to aerosols generated during procedures, handling of sharp objects, and the proximity of dentists to patients. Dentistry students must have an awareness of deep knowledge, a better understanding, and must be updated with the practice of adapting to identify possible COVID-19 infections. Objective: The aim is to increase awareness about COVID-19 among undergraduate dentistry students at the Baiturrahmah Faculty of Dentistry, Padang. Methods: This type of research is called descriptive research. The target population of this study was undergraduate dentistry students in 2017, 2018, and 2019, with a sample of 175 people. This research was conducted online in the city of Padang using Google Forms Media for distributing questionnaires. When the research was carried out in September 2020. Results: The results showed that as many as 99.4% of respondents had good knowledge awareness about COVID-19, 0.6% awareness of bad knowledge, 97.7% of respondents got the first information about COVID-19 through the media, 56% of respondents got the latest Covid information via the internet, only 11.4% of respondents are taking Covid-19 courses, and 5.1% are still taking courses until now. The method of data analysis in this study used the SPSS program with univariate and bivariate analysis. The processed data is presented in table form. Conclusion: Students have awareness about COVID-19.

The Effect Of The New Normal Regulations Of The Covid-19 Pandemic On The Visist Of Patients Dental And Mouth

Covid-19 cases in Indonesia are increasing every day. This situation has an impact on people's lives, especially in the economic field due to social restrictions that occur in the community. Therefore, the government has started to gradually reopen social restrictions to save the economy. This initiative is known as "New Normal" where in this situation people's activities can run as usual but still follow health protocols to avoid transmission and spread of the virus. This study aims to determine the effect of the readiness of the new normal regulation of the Covid-19 pandemic, the effect of the readiness of PPE, human resources, work environment and health promotion on dental and oral patient visits. This type of research is an analytic survey with a cross-sectional design. The sampling technique in this study used inclusion and exclusion criteria where the population was sampled as many as 50 people and had met the inclusion criteria. The results of the bivariate test showed the effect of the New Normal Regulation (p=0.040), PPE (p=0.035), human resources (p=0.162), work environment (p=0.162), health promotion = 0.050. The results of this study concluded that there was an effect of the new normal regulation, PPE, and health promotion on dental and oral patient visits.

Identification of Social Support and Knowledge of Covid-19 Survivors with Structural Equation Modeling in R

COVID-19 cases in Indonesia have finally reached a second peak amounting to 4 million cases. A number of the death rate was 3.4 percent, yet the recovery rate was 95.9 percent. The Health Ministry of Republic Indonesia through the Covid-19 Task Force has issued guidelines for preventing and controlling Covid-19 to decrease the death rate and increase the recovery rate. According to the guidelines, a person who undergoes quarantine needs to be provided with health care, and social and psychosocial support. This study seeks to identify the influence of external factors including social support, as well as internal factors including patient motivation, and knowledge on the recovery rate of Covid-19 survivors. The research methods use Structural Equation Modelling to determine the indicators that have the most significant influence on the latent variables of social support, knowledge, and motivation for healing Covid-19. Primary data collection was carried out online with a sample of 176 Covid-19 survivors across Indonesia in August 2021. The methods of the Shapiro-Wilk test for normal multivariate show the p-value at 0.00 significantly satisfies the assumption. The result shows that social support has a significant effect on knowledge with a regression coefficient is 0.263. Knowledge has a regression coefficient is 0.645 for the Healing of Covid-19. In conclusion, the higher social support provided by the patient's external parties: family, surrounding environment, and public health center officers, will impact the higher patient's knowledge and healing of Covid-19 disease. Meanwhile, social support has no significant effect on healing actions.