Search engine for discovering works of Art, research articles, and books related to Art and Culture
ShareThis
Javascript must be enabled to continue!

The Longitudinal Mean Arterial Pressure Among Congestive Heart Failure Patients at Felege Hiwot Referral Hospital, Bahir Dar, Ethiopia

View through CrossRef
BACKGROUND Congestive heart failure could be defined as a condition where there is a performance or structural impairment of the heart. So, this study was targeted at the determinants of the longitudinal mean arterial pressure among heart failure patients treated from January 2016 to December 2019 at Felege Hiwot Referral Hospital in Bahir Dar, Ethiopia. METHODS Hospital-based retrospective data were assembled from the medical charts of 218 randomly selected congestive heart failure patients. The linear mixed effects model corresponding to an unstructured_ _covariance structure was employed to spot out the determinants of mean arterial pressure among inpatients with congestive heart failure. RESULTS The individual profile plot of mean arterial pressure showed the existence of variability among and between those patients. Moreover, the mean profile plot demonstrated a linearly increasing pattern over the follow-up times. The random intercept and slope model corresponding to an unstructured covariance structure was the best fit (AIC: 6001.9(χ^2=80.83), P < 0.0001) as compared to the remaining models. The estimates for age, left ventricle ejection fraction, serum sodium concentration, visit times, serum hemoglobin concentration, residence (rural), and New York Heart Association Classes I, II, and III were given as 0.3758 (P-value: <0.0001), 0.2933 (P-value: <0.0001), 0.1941 (P-value: <0.0001), 0.4471 (P-value: 0.0059), 0.5501 (P-value: 0.0053), -9.9858 (P-value: <0.0001), 18.8943 (P-value: 0.0001), 10.8833 (P-value: <0.0001), and 2.7318 (P-value: 0.0001) respectively, and they are statistically associated with the longitudinal mean arterial pressure of congestive heart failure patients. CONCLUSION The linear mixed effects model corresponding to an unstructured covariance structure provides information on the existence of within- and between-subject variations and correlations in addition to identifying the significant factors associated with the longitudinal mean arterial pressure of congestive heart failure patients. So, an application of standard models may ignore such variation among successive measurements. Thus, a mixed effects model is recommended for such longitudinal data.
Title: The Longitudinal Mean Arterial Pressure Among Congestive Heart Failure Patients at Felege Hiwot Referral Hospital, Bahir Dar, Ethiopia
Description:
BACKGROUND Congestive heart failure could be defined as a condition where there is a performance or structural impairment of the heart.
So, this study was targeted at the determinants of the longitudinal mean arterial pressure among heart failure patients treated from January 2016 to December 2019 at Felege Hiwot Referral Hospital in Bahir Dar, Ethiopia.
METHODS Hospital-based retrospective data were assembled from the medical charts of 218 randomly selected congestive heart failure patients.
The linear mixed effects model corresponding to an unstructured_ _covariance structure was employed to spot out the determinants of mean arterial pressure among inpatients with congestive heart failure.
RESULTS The individual profile plot of mean arterial pressure showed the existence of variability among and between those patients.
Moreover, the mean profile plot demonstrated a linearly increasing pattern over the follow-up times.
The random intercept and slope model corresponding to an unstructured covariance structure was the best fit (AIC: 6001.
9(χ^2=80.
83), P < 0.
0001) as compared to the remaining models.
The estimates for age, left ventricle ejection fraction, serum sodium concentration, visit times, serum hemoglobin concentration, residence (rural), and New York Heart Association Classes I, II, and III were given as 0.
3758 (P-value: <0.
0001), 0.
2933 (P-value: <0.
0001), 0.
1941 (P-value: <0.
0001), 0.
4471 (P-value: 0.
0059), 0.
5501 (P-value: 0.
0053), -9.
9858 (P-value: <0.
0001), 18.
8943 (P-value: 0.
0001), 10.
8833 (P-value: <0.
0001), and 2.
7318 (P-value: 0.
0001) respectively, and they are statistically associated with the longitudinal mean arterial pressure of congestive heart failure patients.
CONCLUSION The linear mixed effects model corresponding to an unstructured covariance structure provides information on the existence of within- and between-subject variations and correlations in addition to identifying the significant factors associated with the longitudinal mean arterial pressure of congestive heart failure patients.
So, an application of standard models may ignore such variation among successive measurements.
Thus, a mixed effects model is recommended for such longitudinal data.

Related Results

Seroprevalence and risk factors for Toxoplasmosis in HIV infected and non-infected individuals in Bahir Dar, Northwest Ethiopia
Seroprevalence and risk factors for Toxoplasmosis in HIV infected and non-infected individuals in Bahir Dar, Northwest Ethiopia
AbstractBackgroundToxoplasmosis, a zoonotic disease distributed worldwide, is an infection caused by the ubiquitous obligatory intracellular coccidian protozoan organism,Toxoplasma...
Evolution of Antimicrobial Resistance in Community vs. Hospital-Acquired Infections
Evolution of Antimicrobial Resistance in Community vs. Hospital-Acquired Infections
Abstract Introduction Hospitals are high-risk environments for infections. Despite the global recognition of these pathogens, few studies compare microorganisms from community-acqu...
Association of serum Sodium with mortality in patients of Congestive heart failure
Association of serum Sodium with mortality in patients of Congestive heart failure
  Objectives:  To determine the association of serum Sodium with mortality in patients of Congestive heart failure. Study Design: Prospective observational study Settings and Du...
Undernutrition was a prevalent clinical problem among older adult patients with heart failure in a hospital setting in Northwest Ethiopia
Undernutrition was a prevalent clinical problem among older adult patients with heart failure in a hospital setting in Northwest Ethiopia
BackgroundUndernutrition is a frequently noticed medical problem in patients with heart failure. It is caused by poor nutrient intake, malabsorption, systemic inflammation, neurohu...
Patient Decision Making in the Choice of a Referral Hospital in Hospital of Subulussalam City in 2018
Patient Decision Making in the Choice of a Referral Hospital in Hospital of Subulussalam City in 2018
The choice of referral hospital from Hospital of Subulussalam City based on a preliminary survey is varies. Inpatients are referred to Class A hospitals are on average 65%, Class B...

Back to Top