Simple Logistic Regression Test Research Articles

The Association between Diet-Exercise Patterns and Cirrhosis: A Cross-Sectional Study from NHANES 2017-March 2020.

Liver cirrhosis (LC) is one of the most significant causes of morbidity and mortality in patients with chronic liver disease worldwide. Nutrition may be an important component of primary prevention of chronic liver disease. Diet-exercise patterns frame the eating behaviors and exercise habits of people through statistical methods related to nutritional epidemiology, which can explore the relationship between living habits and diseases among diverse populations. The purpose of this study was to explore the association between diet-exercise patterns and cirrhosis, and provide guidance on preventive diets for liver patients. This study identified diet-exercise patterns via clustering analysis of principal components and assessed their association with cirrhosis through the population samples of the National Health and Nutrition Examination Survey (NHANES) from 2017 to March 2020. We identified two diet-exercise patterns that were named the "prudent pattern" (consumption of various staple foods, eggs, meat, fruits and vegetables; less sedentary) and the "dangerous pattern" (higher consumption of desserts, nuts, milk, meat, alcoholic beverages; recreational activities). The t-test demonstrated a significant relationship between patterns and multiple foods. The simple logistic regression test showed a lower risk of cirrhosis in those in the "prudent pattern" (OR = 0.73, 95%CI = 0.59-0.93). Two diet-exercise patterns associated with cirrhosis were identified: "prudent pattern" and "dangerous pattern". The results of this study may be useful for suggesting preventive diets for people at risk of cirrhosis.

The Influence of Environmental Factors on the Incidence of Malaria on the Coast of Malacca Regency

Environmental conditions that support malaria transmission include the physical environment such as temperature, air humidity, rainfall, wind speed, altitude of a place or location and sunlight. The biological environment which is the environment of flora and fauna such as: mangroves, mosses and algae can affect the life of mosquito larvae. The presence of plants can protect larvae from sunlight and attacks from other living things. The mosquito population in an area is also determined by the presence of various types of larva-eating fish such as tin head fish, tilapia and tilapia. The presence of large livestock such as cows and buffaloes can reduce the number of mosquito bites in humans if the cage is located close to the house. The purpose of this study is to determine and analyze the Influence of Environmental Factors on the Incidence of Malaria on the Coast of Malacca Regency. The type of research used is quantitative research with Case Control design. The population in the study was all people living in coastal areas covering the working areas of the Weoe and Lamea health centers who carried out microscopic and RDT thick drops blood preparation examinations based on malaria register data at the Puskesmas in 2020. The case sampling technique in this study was to use a total sampling technique saturated with a total of 73 local positive malaria cases (indigenus) recorded in 2020 at the Weoe and Alkani health centers, while the control sample was set at a ratio of 1: 1, so that a large sample of 73 people was obtained. So the total sample number is 146 people. The data was then analyzed using a simple logistic regression test. The results showed that there was an influence of mosquito breeding sites, mosquito breeding sites on the incidence of malaria on the coast of Malacca Regency with a p.value value<α (0.05). While the variables Temperature, Humidity, Large livestock ownership had no influence on the incidence of Malaria (p > 0.05).

Factors Associated With P. knowlesi Clusters in Cleared Foci Areas in Sabah

Introduction: Plasmodium knowlesi cases is increasing in trend despite integrated vector management leading to morbidity and death. This study determines the association between P. knowlesi cluster with vector control, risk factors and its spatiotemporal distribution in cleared foci area in Sabah. Methods: This is a cross sectional study between 2017 and 2019 involving P. knowlesi cases in cleared foci registered in Vekpro Online. Simple logistic regression tests were performed using Statistics Package for the Social Sciences (SPSS) software and spatiotemporal distribution mapped using Quantum Geographic Information System (QGIS) software. Results: A total of 4,739 cases were analysed and high P. knowlesi cases reported in Ranau (17.1%), Keningau (12.8), Tenom (10.8%), Kudat (8.1%) and Kota Marudu (7.2%). Younger age groups (0 – 9 years), the Rungus ethnicity, and the use of vector control measures were positively associated with P. knowlesi clusters with the odds ratio of 2.421 (95% CI [1.596, 3.674]), 2.654 (95% CI [1.899, 3.708]), and 2.559 (95% CI [2.175, 3.011]) respectively. However, age group of 50-59 years, male gender, occupations related to agriculture, and employment in the private sector or self-employed were negatively associated with P. knowlesi clusters in cleared foci in Sabah with odds ratio between 0.478 and 0.771. The prevalence of P. knowlesi in cleared foci in Sabah were 36.2%, 44.09% per and 41.59% per 100,000 population in 2017, 2018 and 2019 respectively. The distribution differs in districts. Conclusion: Tailored measures and spatiotemporal distribution of P. knowlesi cluster is useful to reduce transmission and aids focus-based planning.

Analisis Faktor Risiko Kejadian Musculoskletal Disorders (MSDS) Pada Pekerja Officer dan Welder Menggunakan Metode Nordic Body Map di PT XYZ Kota Batam

Musculoskeletal Disorders (MSDS) is an occupational risk characterized by complaints in the muscles. MSDS occurs due to incorrect body posture while working which causes muscles to stretch too hard over a long period of time. PT. Officer and welder workers are at risk of MSDS occurring which is caused by many factors. This research is descriptive analytical with a total population of 30 officers and welders. The sampling technique uses saturated samples and primary and secondary data sources. Data collection methods are field observation, questionnaires and interviews. The research instrument was a checklist using the Nordic Body Map (NBM), a list of question items and interview guidelines. The research results show that there is an influence of work period, length of work and work attitude on the incidence of MSDS. Based on the results of the simple logistic regression test, the length of service variable was p=0.027 and OR 10.00 CI 95% (0.994-100.612). The length of work variable obtained a value of p=0.010 and OR CI 95% 13.71 (1.381-136.212) and the work attitude variable had a value of p=0.003 CI 95% 18.66 (1.879-185.399).

RELATIONSHIP BETWEEN STRESS LEVELS AND NUTRITIONAL STATUS WITH MENSTRUAL CYCLE IRREGULARITIES IN CLASS XII ADOLESCENTS AT NUSANTARA VOCATIONAL SCHOOL 02 CIPUTAT HEALTH IN 2022

Adolescence is a transition of life from childhood to adulthood. The menstrual cycle is the period between the start of the last menstrual period and the start of a new period. Stress can affect the menstrual cycle in addition to stress which can affect the irregularity of the menstrual cycle, namely a person's nutritional status. The purpose of this study was to find out the relationship between stress levels and nutritional status with menstrual cycle irregularities in class XII young women at SMK Nusantara 02 Health Ciputat in 2022. This research was conducted in December 2022 using a cross-sectional design. Samples were taken using a total sampling technique of 70 respondents. Data analysis was performed using the Chi-Square Test and Simple Logistic Regression Test. The results of the bivariate test showed that there was no relationship between stress levels (p=0.404) and nutritional status (p=0.465) with irregular menstrual cycles in adolescents (p>0.05). Suggestions for adolescents to start paying attention to changes in the menstrual cycle regularly every month and start maintaining their weight by doing regular exercise and carrying out various activities to reduce their stress levels by playing with friends shopping, and using smart phones to access social media such as YouTube, Instagram and other social media.

Cluster analysis of dietary patterns associated with colorectal cancer derived from a Moroccan case–control study

IntroductionColorectal cancer (CRC) is a global public health problem. There is strong indication that nutrition could be an important component of primary prevention. Dietary patterns are a powerful technique for...

Developmental enamel defects and their relationship with caries in adolescents aged 18 years

Randomly selected 1,611 individuals aged 18 years formed a nationally representative sample from all provinces of Poland. Developmental defects of the enamel (DDE) and caries were assessed using the modified DDE index, molar incisor hypomineralisation (MIH) Treatment Need Index (MIH-TNI), FDI and WHO criteria by 22 trained and calibrated dentists. T-test was used for comparing group means. A simple and multiple logistic regression tests were used to assess the relationship between DDE and caries severity expressed as DMFT (p < 0.05). The prevalence of DDE was 13.7%. Demarcated opacities (DEO) were the most frequent (9.65%); 4% had diffuse opacities (DIO) and 1.5% had hypoplasia. MIH was diagnosed in 0.6% patients. The prevalence of caries was 93.2%, with mean DMFT of 6.50 ± 4.22. The DMFT value was 7.52 ± 4.77 in the group of patients with demarcated opacities (DEO); 7.85 ± 4.74 with diffuse opacities (DIO) and 7.56 ± 4.57 with enamel hypoplasia, respectively. There was a significant relationship between caries severity and DDE (p < 0.001), DEO (p = 0.001) and DIO (p = 0.038), and between DDE and DMFT index (p < 0.001). The results obtained in the study proved the significant relationship between DDE and DMFT in 18-year-olds, the assessment of which was the aim of the study.

The Relationship between Accreditation Status and Public Health Centre Patient Satisfaction in Cirebon on 2021

Accreditation is a mandatory process that must be carried out by public health center in order to improve the quality of health services provided to patients with an output in the form of an accredited status level. Service quality is a measure of how well the level of service provided is in accordance with customer expectations so that it affects customer satisfaction. The study was purposed to find out the relationship between the accreditation status and the level of health centers patient satisfaction in Cirebon City. Data was collected by the 2021 Community Satisfaction Survey of health centers in Cirebon City. The type of research is quantitative research with a cross-sectional approach which was conducted in November 2021 at 2 plenary accredited health centers, 3 main accredited health centers, 11 middle accredited health centers and 6 basic accredited health centers. The study sample was taken from patients who visited the health center during the study period with a total of 8180 respondents using purposive sampling method. Statistical analysis using chi square test and simple logistic regression with 95% confidence level. The results showed that 98.8% of plenary accredited primary health centers were satisfied, 95.1% of main accredited health centers, 84.2% of middle accredited health centers and 82.0% of basic accredited health centers. Based on the results of the chi-square test, the higher the accreditation status of the health centers, the higher the percentage of patient satisfaction. The results of a simple logistic regression test with a comparison of basic accredited status show that OR = 1.170 for middle accredited status, OR = 4.278 for main accredited status and OR = 18.048 for plenary accredited status. It is necessary to improve the quality of services that focus on improving services which are still low and continue to strive to meet the service standards required for health center accreditation.

Risk factors associated with an outbreak of equine coronavirus at a large farm in North Carolina.

Equine coronavirus (ECoV) leads to outbreaks with variable morbidity and mortality. Few previous reports of risk factors for infection are available in the literature. To describe unique clinical findings and risk factors for infection and development of clinical disease. 135 horses on a farm affected by ECoV outbreak. Retrospective cohort study. Data obtained included age, breed, gender, activity level, housing, and feed at the onset of the outbreak. Factors were evaluated for assessment of risk of infection using simple logistic regression or Fisher's exact test. Significance was set at p ≤ 0.05. Forty-three of 54 (79.6%) horses tested on the farm were positive on fecal PCR for ECoV, and 17 horses (12.6%) developed clinical signs consistent with ECoV. Out of 17 horses in which the presence or absence of signs of colic was noted, 6 of 17 (35.3%) showed signs of colic. Three of these horses had small colon impactions, 2 of which required surgical intervention. Significant risk factors for having positive PCR results included being primarily stalled (OR 167.1, 95% CI 26.4-1719), housing next to a positive horse (OR 7.5, 95% CI 3.1-19.0), being in work (OR 26.9, 95% CI 4.6-281.9), being fed rationed hay vs. ad libitum (OR 1,558, 95% CI 130.8-15,593), and being fed alfalfa hay (OR 1,558, 95% CI 130.8-15,593). This report describes risk factors for ECoV infection many of which were associated with intensive management of show horses. Clinicians should be aware that clinical signs vary and can include severe colic.

Parent satisfaction when schools from home during the COVID-19 pandemic

The COVID-19 crisis has forced education systems around the world to look for alternatives to face-to-face teaching with learning from home. This kind of education system has never existed before in Indonesia. This condition raises parental concerns and dissatisfaction with learning outcomes and children's achievements, resulting in suboptimal parental support. This study aimed to examine the factors related to the level of satisfaction and the role of parents in providing support during the child's learning process from home. This study employed a cross-sectional design involving 130 parents who have children attending the Klaten District State Elementary School, Indonesia. The sampling technique was using proportional simple random sampling. Data were analyzed using simple and multiple logistic regression tests with type one error rates=5%. The results showed that the determinant factor influencing parental dissatisfaction was their perception of the lack of teacher support during the implementation of the home learning system. The low education of parents, their low perception of the learning system from home, and the decreased value of children’s knowledge affect parent satisfaction when schools from home (SFH). These factors contributed 65.42% affect parental support in assisting children when studying during pandemic COVID-19.

Faktor yang Memengaruhi Perilaku Seks Pranikah pada Remaja

This study aims to determine the factors that influence premarital sexual behavior in adolescents and the influence of these factors on adolescent behavior in Alok District and Bola District. The method used is quantitative with a cross-sectional approach to 104 adolescents determined proportionally by random sampling. Data analysis used a simple logistic regression test. The results showed that there was a significant relationship between knowledge (p = 0.021; OR = 3,286), religious level understanding (p = 0.020; OR = 6.718), family roles (p = 0.000; OR = 7,192), peers (p = 0.031; OR = 9.444) and sources of information (p = 0.030; OR = 9.874) on premarital sex behavior in adolescents, while cultural factors had no relationship (p = 0.069; OR = 0.468). In conclusion, there is an influence between knowledge, understanding of the level of religion, the role of family, peers and sources of information on premarital sex behavior in adolescents.&#x0D; Keywords: Determinants, Adolescents, Premarital Sex

HUBUNGAN LAMA MENDERITA DAN KOMPLIKASI DENGAN KUALITAS HIDUP WANITA PENDERITA DIABETES MELLITUS TIPE II DI RS MITRA MEDIKA TAHUN 2022

According to the World Health Organization (WHO) in 2010 reported that 60% of the causes of death of all ages in the world are due to Non-Communicable Diseases (NCDs). Diabetes Mellitus is ranked 6th as the cause of death. Data obtained at the Binjai Army Hospital suffering from type II diabetes mellitus in 2022 there were 430 cases. The purpose of the study is to determine the relationship between long suffering and complications with the Quality of Life of Women With Type II Diabetes Mellitus at binjai Army Hospital in 2022". This study is observational analytic with a Cross Sectional design where the way data is collected at once at the same time until the number of samples is met as many as 120 people. Data were analyzed using simple logistic regression and multiple logistic regression tests.&#x0D; From the results of the bivariate analysis obtained for a long time suffering there was a significant influence on the quality of life of women with type II diabetes mellitus, where in obtaining an OR value of 2.688 with 95% CI: 1.226 – 5.895, showed that respondents who suffered from ≥ 5 years 2.688 times greater had a poor quality of life compared to respondents who suffered from &lt; 5 years. Based on complications, obtained a p value &gt; 0.05 meaning that it did not have a significant influence between complications with the quality of life of women with type II DM. It is recommended to health workers to intensify health promotion activities, socialization and provide education about a healthy lifestyle including regulating a healthy diet, controlling blood sugar levels and carrying out sufficient activities to neutralize fat levels and blood sugar levels in the body.

Assessing student pharmacists' confidence and knowledge of basic diabetes self-management skills

IntroductionThe significance of diabetes self-management and recent advances in diabetes medications call for healthcare professionals' preparedness in educating patients. This study assessed correlations between student pharmacists' confidence and knowledge of diabetes self-management skills. MethodsAn online questionnaire was administered to third-year student pharmacists at one United States college of pharmacy. Students indicated their level of agreement (strongly disagree, disagree, agree, strongly agree) with nine confidence items and identified the correct multiple-choice response for nine knowledge items. Correlations between confidence and knowledge scores were assessed using simple linear regression, logistic regression, and Spearman rank (Rho) test. ResultsForty-five students completed the questionnaire. The majority agreed/strongly agreed that they were confident in their knowledge for eight of the nine confidence items. The majority correctly answered six of the nine knowledge items. No associations were identified between confidence and knowledge scores in the linear regression (beta scaled = 0.25) or Spearman's correlation test (r = 0.294). In the logistic regression model, confidence and knowledge scores were associated positively for three domains: glucose meter use (odds ratio [OR] = 4.88), glucagon-like peptide-1 receptor agonist use (OR = 4.23) and hyperglycemia treatment (OR = 3.33); confidence and knowledge scores were associated negatively with one domain: insulin syringe administration (OR = 0.41). ConclusionsThis study found no overall association between confidence and knowledge scores in third-year student pharmacists' basic diabetes self-management skills, although there were significant associations with four specific domains. Student pharmacists may require additional training to improve their diabetes self-management skills.

Factors associated with adolescent birth in Indonesia: a national survey.

Adolescent birth has many negative impacts on the development of a country. Preparing for pregnancy needs to be done from adolescence so that adolescents and women are healthy during pregnancy and give birth to healthy babies. In Indonesia, the adolescent birth rate is still high. This study aimed to identify the determinants of adolescent birth (birth at ages 15-19 years) in Indonesia. This study was a quantitative study using secondary data from the 2019 Government Performance and Accountability Survey, the result of a collaboration between the National Population and Family Planning Board and Central Bureau of Statistics, with representative sample coverage at province and national levels (n=7786). Simple and multiple logistic regression tests were used to analyze data in this study. Total responses in this study were 7786, of whom 373 had had an adolescent birth (4.8%). Significant factors for adolescent birth were working, coming from a rural area, having a low level of welfare and first having sexual intercourse at ages 15-19 years. Level of education, having information on family planning, having access to print or electronic media, and age at first marriage had no significant effect on adolescent birth. This study concludes that the most influential factor for adolescent birth is the age of first having sexual intercourse. The authors suggest designing media more suitable to the needs of adolescents to prevent early sexual intercourse and reduce the high adolescent birth rate in Indonesia.

Vector control Aedes sp. during pandemic COVID-19

During the coronavirus disease 2019 (COVID-19) outbreak in Indonesia, the government also faces another health problem, namely dengue hemorrhagic fever (DHF). The routine activities of the dengue management system have been significantly curtailed as government authorities concentrate more on containing the transmission of the COVID-19. This study aimed to describe vector control &lt;em&gt;Aedes sp.&lt;/em&gt; during pandemic COVID-19, such as community activities in controlling breeding places, area risk, vector density and the determinant factors. This study was a community-based cross-sectional survey involving 136 households in the endemic area of Gondokusuman District, Yogyakarta, Indonesia using proportionate stratified random sampling. Data analysis was performed through simple and multiple logistic regression tests. Vector control for &lt;em&gt;Aedes sp.&lt;/em&gt; breeding places during pandemic COVID-19 in the community are still low; the high level of vector density proves this based on House Index (HI): 44.1%, container index (CI): 57.4%, and Breteau Index (BI): 213.2%. This district is also at high risk to be the breeding places of &lt;em&gt;Aedes sp.&lt;/em&gt; based on maya index (MI): 64.7%. The determinant factor that affects this condition is the lack of support by health workers/cadres during the COVID-19 pandemic.

HUBUNGAN OBESITAS DAN PEMAKAIAN KONTRASEPSI HORMONAL TERHADAP KEJADIAN MENOPAUSE LAMBAT PADA WANITA USIA 55-65 TAHUN

WHO estimates that 25 million women worldwide enter menopause, data by 2018 around 500 million menopausal women worldwide, then by 2030 an estimated 1.2 billion women experience menopausal syndrome almost worldwide. Late menopause increases the risk of breast cancer, cervical cancer, and ovarian cancer in women. This study aims to analyze Determinants Affecting Menopause Slow Events in Women Age 55-65 Years. This research is an observational analytic research with case control design that case group experiencing menopause slowly amount to 49 responden and control group not experiencing menopause slow amounted 49 respondents. Data collection by interview using questionnaire. Method of data analysis by univariate analysis, bivariate analysis with simple logistic regression test and multivariate analysis with multiple logistic regression test.The results showed that there was an effect of obesity (p = 0,015 and hormonal contraceptive use (p = 0,027), with menopausal incidence in women aged 55-65 years at Bromo Puskesmas Medan. The results of multiple logistic regression test showed that dominant variables that influence the incidence of menopause slowly in women aged 55-65 years is obesity (OR = 2,504).Based on the results of research is expected for health workers to be able to improve services optimally, especially in providing various knowledge about menopause slow and set healthy lifestyle such as balanced diet, and maintain ideal body weight

FACTORS CONTRIBUTING TO DELAYED AMBULANCE RESPONSE TIME USING AMBULANCE VEHICLE LOCATOR AND GLOBAL INTEGRATING SYSTEM (AVL- GIS) AT HOSPITAL UNIVERSITI SAINS MALAYSIA

&#x0D; &#x0D; &#x0D; This study aims to determine ambulance response time in KubangKerian district, Kelantan, Malaysia using Ambulance Vehicle Locator and Global Integrating System (AVL-GIS) device and the factors associated with delayed response time. This was a 6-months prospective, cross-sectional study conducted at Emergency and Trauma Department, Hospital Universiti Sains Malaysia (HUSM) in Kubang Kerian, Kelantan, Malaysia. The possible factors identified to have caused delayed ambulance response time from previous literature were included in this study. All prehospital cases from September 2017 until February 2018 attended to by AVL- GIS installed ambulances were included in this study. Data were obtained from the standardized prehospital Proforma forms and extracted from AVL-GIS using iGPS software. Simple and multiple logistic regression tests were used to determine the factors associated to delayed response time. From 505 cases, 75% found to be delayed case meanwhile 25% is non delayed case as defined in study protocol. Further analysis on delayed cases show that call duration, caller type, traffic condition, travelling time and team allocation time were associated with delayed ambulance response time. Evaluation of each component contributing to delayed ambulance response time is needed for intervention to improve prehospital care in the future.&#x0D; &#x0D; &#x0D;

Hubungan Merokok terhadap Kejadian Hipertensi Di Kabupaten Pidie Jaya

Lifestyle is one of the factor than can influence healthy living behavior. Hypertension is one of the non communicable diseases caused by lifestyle pattern, where hypertension is one of the disease than can trigger other diseases such as heart disease and stroke. The prevalence of hypertension in Aceh reached 27,8 percent in 2018 and the prevalence of hypertension in Pidie Jaya reached 23,4 percent in the same year. This study aims to determine the relation of smoking on the incident of hypertension in Kabupaten Pidie Jaya. This type of study was quantitative with analytic, research using crosssectional design. The sample are 270 samples obtained using multistage random sampling by combining three sampling techniques in stages. The instrument in this study was questionnaire. Data obtained in this study were analyzed by univariate and bivariate using simple logistic regression tests. The results showed that there were influences of smoking (p =0,002), long time smoking (p = 0.358) number of cigarattes (p=0,931) on the incidence of hypertension. Meanwhile there is no relation of kind of coffee (p=0,876). Health officer must active give health education and active establishing cooperation with community components as an effort to reduce the incidence of hypertension through campaigns against the danger of smoking.

Association of Hydroxychloroquine Use With Decreased Incident Atrial Fibrillation in Systemic Lupus Erythematosus.

To study the relationship between hydroxychloroquine (HCQ) use and new-onset atrial fibrillation in patients with systemic lupus erythematosus (SLE). A retrospective cohort of adult patients with SLE was constructed from December 1, 2014 to May 30, 2017. Patients were categorized as either HCQ users or nonusers. The primary outcome was incident atrial fibrillation. Secondary outcomes included incident ventricular arrhythmias (composite of ventricular tachycardia, ventricular fibrillation, or torsades de pointes). Outcomes were adjudicated by review of the electronic health record. Statistical analyses included simple and multivariable logistic regression tests to estimate the association between HCQ use and incident atrial fibrillation after adjusting for relevant confounders. Propensity score matching analysis was completed. Our study included 1,647 patients with SLE, of which 917 were HCQ users and 730 were nonusers. A total of 23 atrial fibrillation events occurred, including 3 in HCQ users and 20 in nonusers. Logistic regression analysis showed an odds ratio (OR) of 0.12 (95% confidence interval [95% CI] 0.034-0.39, P = 0.0005) for incident atrial fibrillation and 2.39 (95% CI 0.25-23.0, P = 0.45) for ventricular arrhythmias. Results remained significant in the fully adjusted and propensity score-matched models. In this exploratory study, HCQ use was associated with an 88% decrease in the risk of incident atrial fibrillation in patients with SLE. Considering the increased cardiovascular risk in SLE, incorporation of HCQ into the regimen may be beneficial for both disease manifestations and reducing the risk of atrial fibrillation. Further studies would be needed to confirm the antifibrillatory benefit of this relatively safe and low-cost medication.

Factors That Influence On Compliance With Visits K1 To K4 In Pregnant Women In Parsoburuan Puskesmas, Habinsaran District Toba District In 2021

The problem of maternal mortality and morbidity in Indonesia is still a big problem. Utilization of Antenatal Care (ANC) services by a pregnant woman can be seen from the coverage of ANC services (K1 and K4). Based on the results of observations made by the authors of the Parsoburan Health Center, there are still pregnant women who do not check their pregnancies with antenatal care health workers regularly. This type of research is survey explanatory research. The purpose of this research is to analyze the factors that influence compliance with K1 to K4 visits for pregnant women at the Parsoburuan Public Health Center, Habinsaran District, Toba Regency in 2021. The population of this research is all pregnant women in Besitang District, Toba Regency, totaling 65 people and a sample of 60 people were taken by simple random sampling. Primary data was collected through interviews, and data analysis was performed using the chi square test and simple logistic regression test. The results of the chi square test and logistic regression test show that the variables age, knowledge, education, and affordability have a relationship and influence on ANC visits because the p value &lt;0.05. This research is expected to provide input to the Toba District Health Office to improve antenatal care in Habinsaran District, provide information to increase pregnant women's knowledge, improve performance and pay more attention to the welfare of village midwives so they are willing to live and settle in the village..