Determinan Kejadian Stroke pada Pasien Hipertensi (Analisis Data Sekunder IFLS 5)

Hidayati, Annisa; Martini, Santi; Hendrati, Lucia Yovita

doi:10.33085/jkg.v4i2.4794

Cited by 3 publications

(3 citation statements)

References 18 publications

Supporting

Mentioning

Contrasting

Unclassified

Order By: Relevance

“…Managing blood pressure along with MAP can reduce stroke risk. Hidayati (2021) found that high heart rates can trigger heart disease (p = 0.035), which can lead to strokes [23] . Fauzi (2022) reported an average pulse rate of 92.04 beats/minute in stroke patients at the Emergency Room (IGD), with a minimum of 76 and a maximum of 128 beats/minute [24] .…”

Section: Discussionmentioning

confidence: 99%

The Relationship between Hemodynamic Status and Stroke Risk in Hypertensive Patients at the General Hospital of South Aceh Regency

Oktavia,

Marlina,

Febriana

2024

IJAMRS

View full text Add to dashboard Cite

Hypertension is a major health issue causing global mortality and disability. This condition can lead to severe damage to the heart and blood vessels, potentially resulting in stroke. This study aims to determine the relationship between hemodynamic status and stroke risk in hypertensive patients. This study used a quantitative cross-sectional design. The population consisted of hypertensive patients at the outpatient clinic of General Hospital of South Aceh Regency, with 248 respondents. A sample of 151 respondents was selected using convenience sampling. Data were collected through face-to-face interviews and self-reporting using a manual sphygmomanometer and stethoscope to measure blood pressure, Mean Arterial Pressure (MAP) and heart rate and the Stroke Recognition Questionnaire (SRQ) to measure stroke risk variables. Data collection took place from January to March, 2024. Statistical analysis was performed using chi-square and multiple logistic regression. The study showed a significant relationship between stroke risk and blood pressure (p = 0.000), mean arterial pressure (MAP) (p = 0.000), and heart rate (p = 0.009). Logistic regression analysis indicated that the most significant predictors of stroke risk were blood pressure (p = 0.000; OR: 3.187), mean arterial pressure (MAP) (p = 0.024; OR = 2.766), and heart rate was not a predictor of stroke. Better monitoring and management of hemodynamics can help reduce the risk of stroke in hypertensive patient populations. It is crucial for healthcare practitioners to routinely monitor MAP and intervene as necessary to lower stroke risk.

show abstract

Section: Discussionmentioning

confidence: 99%

The Relationship between Hemodynamic Status and Stroke Risk in Hypertensive Patients at the General Hospital of South Aceh Regency

Oktavia,

Marlina,

Febriana

2024

IJAMRS

View full text Add to dashboard Cite

show abstract

“…4 Penderita hipertensi memiliki risiko sebelas kali lebih besar mengalami stroke dan setidaknya 51 % kematian hipertensi adalah karena stroke. 5 Pada tahun 2021, data kunjungan kasus hipertensi di Kabupaten Bantul dan Puskesmas Kasihan II menduduki posisi urutan pertama. Terdapat 102.804 kasus hipertensi di seluruh Kabupaten Bantul dan sebanyak 4.079 kasus di Puskesmas Kasihan II.…”

Section: Pendahuluanunclassified

Hubungan Ketergantungan Activity Daily Living Penderita Stroke dengan Beban Family Caregiver di Puskesmas Kasihan II

Mulyani

Darussalam

2023

JKKK

View full text Add to dashboard Cite

Background: Stroke can cause chronic neurological disorders that can cause physical changes and decline, especially in activities of daily living or Activity Daily Living (ADL). Prolonged ADL dependence has the potential to cause a burden for family caregivers.Objective: To determine the correlation between ADL dependence of patients with stroke and the burden of family caregivers.Method: This research was a correlational analytic quantitative study with a cross sectional design. The research was conducted in the working area of the Kasihan Health Center II in Bantul. There were 40 family caregivers and patients with stroke, as respondents. Samples were taken by simple random sampling technique. The research instruments were the Caregiver Reaction Scale (CRA) by Given and Barthel Index. Data analysis was performed with the Somers’d test.Result: most of the respondents with stroke were in mild dependence and were independent (f=18,45%), while family caregivers felt a moderate burden (f=29, 72,5%). The type of burden that the family caregiver felt the most was the burden of self-esteem with a mean score of 13,83. The Somers’d correlation test obtained the results for the value of r = 0,601, p-value = 0,000.Conclusion: There is a relationship between ADL dependency of patients with stroke and the burden of family caregivers with a moderate correlation level.ABSTRAKLatar belakang: Penyakit stroke dapat menyebabkan gangguan neurologis kronis yang dapat menimbulkan perubahan dan penurunan fisik terutama dalam aktivitas kehidupan sehari-hari atau activity daily living (ADL). Ketergantungan ADL dalam waktu yang lama berpotensi menimbulkan beban pada family caregiver.Tujuan: Untuk mengetahui hubungan ketergantungan ADL penderita stroke dengan beban family caregiver.Metode: Penelitian ini merupakan penelitian kuantitatif analitik korelasional dengan rancangan cross sectional. Penelitian dilakukan di wilayah kerja Puskesmas Kasihan II Bantul dengan responden family caregiver dan penderita stroke sejumlah 40 responden. Sampel diambil dengan teknik simple random sampling. Instrumen penelitian menggunakan Caregiver Reaction Scale (CRA) oleh Indeks Given dan Barthel. Analisis data dilakukan dengan uji Somers’d.Hasil: Sebagian besar responden penderita stroke termasuk dalam kategori ketergantungan ringan dan mandiri (f=18, 45%). Sementara family caregiver merasakan beban sedang (f=29, 72,5%). Jenis beban yang paling dirasakan oleh family caregiver adalah beban harga diri dengan mean score 13,83. Uji korelasi Somers’d didapatkan hasil nilai r=0,601 dan p=0,000.Kesimpulan: Terdapat hubungan antara ketergantungan ADL penderita stroke dengan beban family caregiver pada tingkat korelasi sedang.

show abstract

“…One of the surveys in Indonesia that contains information about the health conditions and sociodemographic of the Indonesian people is the Indonesian Family Life Survey (IFLS). Research related to Indonesian Family Life Survey wave 5 (IFLS5) stoke data has been carried out by [10], who analysed the relationship between age, gender, blood pressure classification, diabetes, heart disease, and the incidence of stroke in patients with hypertension using the chisquare test.…”

Section: Introductionmentioning

confidence: 99%

Improving Stroke Detection with Hybrid Sampling and Cascade Generalization

Nurmawati,

Indahwati,

Afendi

2024

JUITA

View full text Add to dashboard Cite

The prevalence of stroke in Indonesia has increased. One survey in Indonesia that contains information about the health conditions of the Indonesian people is the Indonesian Family Life Survey (IFLS). The proportion of respondents who had a stroke and non-stroke in IFLS5 showed an imbalance with an extreme level of imbalance; hence, this research aims to overcome this problem with SMOTE, SMOTE-Tomek Link, and SMOTE-ENN; then, the balanced dataset is classified using the ensemble and cascade approaches to improve the detection of stroke risk and to identify the important variables. However, the stroke respondents were still challenging to classify after imbalance class handling, presumably because of the large amount of data before and after balancing. The solution is to balance the training data with various percentages. The results showed the best percentage is applied to 5% of the training data, balanced by the SMOTE-ENN, and the ensemble method with the cascade approach increases the sensitivity and balanced accuracy values. Random forest and logistic regression combine models that produce the best performance, with a classification tree as the final model. The important variables obtained from this combination are the addition of probability from random forest, logistic regression, history of hypertension, age, and physical activity.

show abstract

Determinan Kejadian Stroke pada Pasien Hipertensi (Analisis Data Sekunder IFLS 5)

Cited by 3 publications

References 18 publications

The Relationship between Hemodynamic Status and Stroke Risk in Hypertensive Patients at the General Hospital of South Aceh Regency

The Relationship between Hemodynamic Status and Stroke Risk in Hypertensive Patients at the General Hospital of South Aceh Regency

Hubungan Ketergantungan Activity Daily Living Penderita Stroke dengan Beban Family Caregiver di Puskesmas Kasihan II

Improving Stroke Detection with Hybrid Sampling and Cascade Generalization

Contact Info

Product

Resources

About