Study area and study period
The study was conducted at Tibebe Ghion Specialized Hospital (TGSH) and Felege Hiwot Comprehensive Specialized Hospital (FHCSH) in Bahir Dar City, Ethiopia. Each hospital is a tertiary-level teaching and referral hospital that serves as the referral center for more than 15 district hospitals in the area, providing to a total catchment of 8 million people. Both hospitals have more than 800 beds in combination and offers health services to patients with various diseases in the outpatient and inpatient departments.
The neurology and cardiac unit under department of internal medicine provides different variety of inpatient and outpatient services. There is twice weekly neurology and cardiac referral clinic service and it provides basic diagnostic tests and treatments for neurologic and cardiac patients. Serum biochemical tests, such as lipid panel, renal function test, random and fasting blood sugar, thyroid function test, coagulation profile. It also provides electrocardiography (ECG) and echocardiography by trained cardiologists.
The neurology and cardiac clinic have four rooms and currently there are eight nurses and 12 physicians including medical residents, internist, three neurologists and five cardiologists who are working there. The study was conducted among patients who were admitted with diagnosis of acute stroke from January 1st, 2020 to December 31st, 2023 at TGSH & FHCSH.
Study design and Participants
Facility based retrospective cross-sectional study was conducted from January 2024 to February 2024 at TGSH & FHCSH, Bahir Dar, Ethiopia. The study populations were all acute stroke patients who were admitted during January 2020 to December 2023.
All patients with age ≥ 18 years old and had physician diagnosed acute stroke who fulfills World Health Organization (WHO) criteria with brain CT scan or MRI and who had 12 leads ECG were included in the study. Patients without proper ECG (not done & interpreted by cardiologist) and those with incomplete medical record were excluded from this study.
Sample size and sampling procedure
The sample size was calculated using the single population proportion formula with the following assumptions: a confidence level of 95%, a 5% margin of error, and a prevalence of 28.7% from a previous study conducted in Ethiopia [19]. Since the total population size was finite and less than 10,000, a correction was applied. With these assumptions and considering a 10% incomplete medical record, the sample size was calculated to be 345. The required sample (345) was drawn from a total of 993 stroke patients admitted in TGSH & FHCSH in four years’ time period by using a simple random sampling technique. Admitted patients medical reference number (MRN) list was used as the sampling frame, the serial number was assigned from 1 to N, and a computer-generated random number was used to select samples randomly. 19 participants were excluded due to missed and incomplete medical records, resulting final sample size of 326.
Study variables
The dependent variable was the presence of AF in acute stroke patients. The independent variables were socio-demographic variables such as age, sex and residency, underlying heart disease such as rheumatic heart disease (RHD), heart failure, cardiomyopathy, ischemic heart disease (IHD), degenerative heart disease, hypertension, diabetes mellitus, smoking, alcohol consumption, chronic kidney disease (CKD) and hyperthyroidism.
Data collection procedure
The registration books at TGSH & FHCSH emergency, medical ward and medical ICU were revised to get the hospital chart numbers of acute stroke patients who were admitted during January 2020 to December 2023. After getting their chart numbers, patient charts were retrieved from record and documentation office. These data were accessed and data were collected at documentation office from January 2024 to February 2024. Medical information was collected from patients’ medical records by a trained medical doctor under close supervision by the principal investigator using pretested questionnaire. From the medical record socio-demographic, clinical, laboratory and imaging data were obtained.
Data processing and analysis
The data were entered into EPI data version 4.6 and then transferred to SPSS 27.0 statistical packages for analysis. Data cleaning was conducted before performing the descriptive analysis. The baseline characteristics are presented as numbers and percentages. The findings were summarized in tables. All statistical tests were performed using two-sided tests at the 0.05 level of significance. Odds ratio with 95% confidence intervals and associated p-values were computed to assess the presence and degree of association between dependent and independent variables.
Variables with p values < 0.25 in the bivariate analysis were transferred to multivariate analysis and entered hierarchically to fit the logistic regression model. Statistically significant associations were determined based on the adjusted odds ratio (AOR) with its 95% CI and the P-value < 0.05. Hosner-Lemeshow test was used to assess model fitness and multicollinearity test was conducted to check the absence of correlation between independent variables.
Operational definitions
For the purpose of this study acute stroke was defined as a sudden onset clinical symptoms and signs of focal or global disturbance of cerebral function due to vascular cause, with symptoms lasting 24 hours or longer or leading to death or brain infarction or bleeding which was demonstrated on brain imaging or pathologically [1].
Atrial Fibrillation: The diagnosis of atrial fibrillation was made by reviewing attached 12 lead ECG strips according to European society of cardiology criteria [20].
Heart Failure: Heart failure a clinical syndrome consisting of cardinal symptoms (e.g., breathlessness, ankle swelling, and fatigue) that may be accompanied by signs (e.g., elevated jugular venous pressure, pulmonary crackles, and peripheral edema) due to a structural and/or functional abnormality of the heart that results in elevated intracardiac pressures and/or inadequate cardiac output at rest and/or during exercise [21].
Hypertension: Previously known hypertensive patients on treatment or the systolic blood pressure readings on two different days is ≥ 140 mmHg and/or the diastolic blood pressure readings on two different days is ≥ 90 mmHg [22].
Diabetes mellitus: defined based on If RBS ≥ 200mg/dl with diabetic symptom, FBS ≥ 126mg/dl, 2 hours OGTT ≥ 200mg/dl, HbA1C ≥ 6.5%, a recorded physician diagnosis or use of glucose lowering oral and or injectable anti-diabetic drugs [23].
Chronic Kidney Disease (CKD): previously diagnosed CKD patient on treatment or abnormalities of kidney structure or function, present for > 3 months, with implications for health [24].
Cigarette smoking: smoked more than 100 cigarettes in their life-time [25].
Alcohol drinking: consumption of more than 3 standard drinks daily (for males) or 2 standard drinks daily (for females) [26].
Rheumatic Heart Disease (RHD): A valvular damage caused by an abnormal immune response to group A streptococcal infection which is diagnosed with echocardiography by cardiologist according to world heart federation criteria [27].
CHA2DS2-VASc:counts 2 points each for previous stroke/TIA and age ≥ 75 years, and one point each for age 65 to 74 years, HF, HTN, DM, vascular disease and female sex [20].