A Binary Logistic Regression Analysis on the Factors Associated with High Blood Pressure and Its Related Heart Issues

Augustine Kena Adjei; Pascal Kingsley Kataboh; Faustina Asante; Enoch Boyetey

doi:doi:10.11648/j.sjams.20221003.12

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A Binary Logistic Regression Analysis on the Factors Associated with High Blood Pressure and Its Related Heart Issues

Augustine Kena Adjei, Pascal Kingsley Kataboh, Faustina Asante, Enoch Boyetey

Published in Science Journal of Applied Mathematics and Statistics (Volume 10, Issue 3)

Received: 26 June 2022 Accepted: 19 July 2022 Published: 29 August 2022

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Abstract

Hypertension (High Blood Pressure) is a major public health issue and an important research topic because of its great incidence and role as a key risk factor for cardiovascular disease and other consequences. The goal of this study is to determine the association between gender and blood pressure, as well as to determine which race suffers the most from high blood pressure among study participants. It may be concluded from the findings of this study that elderly persons have a larger risk of high blood pressure than younger people. High blood pressure is also more common in African Americans (AA) than in other races. Women are more likely than men to have high blood pressure, and smokers are more likely than nonsmokers to have high blood pressure. Physical activity aids in the burning of calories, which aids in weight loss. As a result, thick and hefty persons have a larger risk of high blood pressure than small people. Obesity and advancing age have been shown to be independent risk factors for high blood pressure. Improvements to surveillance systems are required, as is the introduction of community-based screening programs for the early detection of high blood pressure. Because there was a lack of understanding of high blood pressure among high blood pressure patients, improving health literacy to raise awareness of high blood pressure is also a pressing necessity. Weight control improved physical activity, increased fruit and vegetable consumption, and smoking ban are all essential and suggested interventions.

Published in	Science Journal of Applied Mathematics and Statistics (Volume 10, Issue 3)
DOI	10.11648/j.sjams.20221003.12
Page(s)	38-44
Creative Commons	This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.
Copyright	Copyright © The Author(s), 2022. Published by Science Publishing Group

Keywords

Blood Pressure, Cardiovascular Diseases, Hypertension, Obesity

References

[1]	He J, Whelton PK. Elevated systolic blood pressure and risk of cardiovascular and renal disease: overview of evidence from observational epidemiologic studies and randomized controlled trials. Am Heart J 1999; 138 (3 Pt 2): 211–219. [PubMed] [Google Scholar].
[2]	Stamler J, Stamler R, Neaton JD. Blood pressure, systolic and diastolic, and cardiovascular risks. US population data. Arch Intern Med 1993; 153: 598–615. [PubMed] [Google Scholar].
[3]	Lawes CM, Vander Hoorn S, Rodgers A, et al. Global burden of blood-pressure-related disease, 2001. Lancet 2008; 371: 1513–1518. [PubMed] [Google Scholar].
[4]	Carson AP, Howard G, Burke GL, et al. Ethnic differences in hypertension incidence among middle-aged and older adults: the multi-ethnic study of atherosclerosis. Hypertension 2011; 57: 1101–1107. [PMC free article] [PubMed] [Google Scholar].
[5]	Egan BM, Zhao Y, Axon RN. US trends in prevalence, awareness, treatment, and control of hypertension, 1988–2008. JAMA 2010; 303: 2043–2050. [PubMed] [Google Scholar].
[6]	Hajjar I, Kotchen TA. Trends in prevalence, awareness, treatment, and control of hypertension in the United States, 1988–2000. JAMA 2003; 290: 199–206. [PubMed] [Google Scholar].
[7]	Go AS, Bauman MA, Coleman King SM, et al. An effective approach to high blood pressure control: a science advisory from the American Heart Association, the American College of Cardiology, and the Centers for Disease Control and Prevention. Hypertension 2014; 63: 878–885. [PubMed] [Google Scholar].
[8]	Weber MA, Schiffrin EL, White WB, et al. Clinical practice guidelines for the management of hypertension in the community: a statement by the American Society of Hypertension and the International Society of Hypertension. J Clin Hypertens (Greenwich) 2014; 16: 14–26. [PMC free article] [PubMed] [Google Scholar].
[9]	Hall WD. Representation of blacks, women, and the very elderly (aged > or =80) in 28 major randomized clinical trials. Ethn Dis 1999; 9: 333–340. [PubMed] [Google Scholar].
[10]	Gee ME, Bienek A, McAlister FA, et al. Factors associated with lack of awareness and uncontrolled high blood pressure among Canadian adults with hypertension. Can J Cardiol 2012; 28: 375–382. [PubMed] [Google Scholar].
[11]	Gu Q, Burt VL, Paulose-Ram R, et al. Gender differences in hypertension treatment, drug utilization patterns, and blood pressure control among US adults with hypertension: data from the National Health and Nutrition Examination Survey 1999–2004. Am J Hypertens 2008; 21: 789–798. [PubMed] [Google Scholar].

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APA Style

Augustine Kena Adjei, Pascal Kingsley Kataboh, Faustina Asante, Enoch Boyetey. (2022). A Binary Logistic Regression Analysis on the Factors Associated with High Blood Pressure and Its Related Heart Issues. Science Journal of Applied Mathematics and Statistics, 10(3), 38-44. https://doi.org/10.11648/j.sjams.20221003.12

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ACS Style

Augustine Kena Adjei; Pascal Kingsley Kataboh; Faustina Asante; Enoch Boyetey. A Binary Logistic Regression Analysis on the Factors Associated with High Blood Pressure and Its Related Heart Issues. Sci. J. Appl. Math. Stat. 2022, 10(3), 38-44. doi: 10.11648/j.sjams.20221003.12

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AMA Style

Augustine Kena Adjei, Pascal Kingsley Kataboh, Faustina Asante, Enoch Boyetey. A Binary Logistic Regression Analysis on the Factors Associated with High Blood Pressure and Its Related Heart Issues. Sci J Appl Math Stat. 2022;10(3):38-44. doi: 10.11648/j.sjams.20221003.12

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@article{10.11648/j.sjams.20221003.12,
  author = {Augustine Kena Adjei and Pascal Kingsley Kataboh and Faustina Asante and Enoch Boyetey},
  title = {A Binary Logistic Regression Analysis on the Factors Associated with High Blood Pressure and Its Related Heart Issues},
  journal = {Science Journal of Applied Mathematics and Statistics},
  volume = {10},
  number = {3},
  pages = {38-44},
  doi = {10.11648/j.sjams.20221003.12},
  url = {https://doi.org/10.11648/j.sjams.20221003.12},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.sjams.20221003.12},
  abstract = {Hypertension (High Blood Pressure) is a major public health issue and an important research topic because of its great incidence and role as a key risk factor for cardiovascular disease and other consequences. The goal of this study is to determine the association between gender and blood pressure, as well as to determine which race suffers the most from high blood pressure among study participants. It may be concluded from the findings of this study that elderly persons have a larger risk of high blood pressure than younger people. High blood pressure is also more common in African Americans (AA) than in other races. Women are more likely than men to have high blood pressure, and smokers are more likely than nonsmokers to have high blood pressure. Physical activity aids in the burning of calories, which aids in weight loss. As a result, thick and hefty persons have a larger risk of high blood pressure than small people. Obesity and advancing age have been shown to be independent risk factors for high blood pressure. Improvements to surveillance systems are required, as is the introduction of community-based screening programs for the early detection of high blood pressure. Because there was a lack of understanding of high blood pressure among high blood pressure patients, improving health literacy to raise awareness of high blood pressure is also a pressing necessity. Weight control improved physical activity, increased fruit and vegetable consumption, and smoking ban are all essential and suggested interventions.},
 year = {2022}
}

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TY  - JOUR
T1  - A Binary Logistic Regression Analysis on the Factors Associated with High Blood Pressure and Its Related Heart Issues
AU  - Augustine Kena Adjei
AU  - Pascal Kingsley Kataboh
AU  - Faustina Asante
AU  - Enoch Boyetey
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DO  - 10.11648/j.sjams.20221003.12
T2  - Science Journal of Applied Mathematics and Statistics
JF  - Science Journal of Applied Mathematics and Statistics
JO  - Science Journal of Applied Mathematics and Statistics
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AB  - Hypertension (High Blood Pressure) is a major public health issue and an important research topic because of its great incidence and role as a key risk factor for cardiovascular disease and other consequences. The goal of this study is to determine the association between gender and blood pressure, as well as to determine which race suffers the most from high blood pressure among study participants. It may be concluded from the findings of this study that elderly persons have a larger risk of high blood pressure than younger people. High blood pressure is also more common in African Americans (AA) than in other races. Women are more likely than men to have high blood pressure, and smokers are more likely than nonsmokers to have high blood pressure. Physical activity aids in the burning of calories, which aids in weight loss. As a result, thick and hefty persons have a larger risk of high blood pressure than small people. Obesity and advancing age have been shown to be independent risk factors for high blood pressure. Improvements to surveillance systems are required, as is the introduction of community-based screening programs for the early detection of high blood pressure. Because there was a lack of understanding of high blood pressure among high blood pressure patients, improving health literacy to raise awareness of high blood pressure is also a pressing necessity. Weight control improved physical activity, increased fruit and vegetable consumption, and smoking ban are all essential and suggested interventions.
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Author Information

Augustine Kena Adjei

Department of Mathematics, University of Alabama at Birmingham, Birmingham, the United States
Pascal Kingsley Kataboh

Department of Mathematics, University of Delaware, Newark, the United States
Faustina Asante

Department of Statistics and Actuarial Science, Northern Illinois University, Dekalb, the United States
Enoch Boyetey

Ghana Statistical Service, Accra, Ghana

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APA Style

Augustine Kena Adjei, Pascal Kingsley Kataboh, Faustina Asante, Enoch Boyetey. (2022). A Binary Logistic Regression Analysis on the Factors Associated with High Blood Pressure and Its Related Heart Issues. Science Journal of Applied Mathematics and Statistics, 10(3), 38-44. https://doi.org/10.11648/j.sjams.20221003.12

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ACS Style

Augustine Kena Adjei; Pascal Kingsley Kataboh; Faustina Asante; Enoch Boyetey. A Binary Logistic Regression Analysis on the Factors Associated with High Blood Pressure and Its Related Heart Issues. Sci. J. Appl. Math. Stat. 2022, 10(3), 38-44. doi: 10.11648/j.sjams.20221003.12

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AMA Style

Augustine Kena Adjei, Pascal Kingsley Kataboh, Faustina Asante, Enoch Boyetey. A Binary Logistic Regression Analysis on the Factors Associated with High Blood Pressure and Its Related Heart Issues. Sci J Appl Math Stat. 2022;10(3):38-44. doi: 10.11648/j.sjams.20221003.12

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@article{10.11648/j.sjams.20221003.12,
  author = {Augustine Kena Adjei and Pascal Kingsley Kataboh and Faustina Asante and Enoch Boyetey},
  title = {A Binary Logistic Regression Analysis on the Factors Associated with High Blood Pressure and Its Related Heart Issues},
  journal = {Science Journal of Applied Mathematics and Statistics},
  volume = {10},
  number = {3},
  pages = {38-44},
  doi = {10.11648/j.sjams.20221003.12},
  url = {https://doi.org/10.11648/j.sjams.20221003.12},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.sjams.20221003.12},
  abstract = {Hypertension (High Blood Pressure) is a major public health issue and an important research topic because of its great incidence and role as a key risk factor for cardiovascular disease and other consequences. The goal of this study is to determine the association between gender and blood pressure, as well as to determine which race suffers the most from high blood pressure among study participants. It may be concluded from the findings of this study that elderly persons have a larger risk of high blood pressure than younger people. High blood pressure is also more common in African Americans (AA) than in other races. Women are more likely than men to have high blood pressure, and smokers are more likely than nonsmokers to have high blood pressure. Physical activity aids in the burning of calories, which aids in weight loss. As a result, thick and hefty persons have a larger risk of high blood pressure than small people. Obesity and advancing age have been shown to be independent risk factors for high blood pressure. Improvements to surveillance systems are required, as is the introduction of community-based screening programs for the early detection of high blood pressure. Because there was a lack of understanding of high blood pressure among high blood pressure patients, improving health literacy to raise awareness of high blood pressure is also a pressing necessity. Weight control improved physical activity, increased fruit and vegetable consumption, and smoking ban are all essential and suggested interventions.},
 year = {2022}
}

Copy | Download

TY  - JOUR
T1  - A Binary Logistic Regression Analysis on the Factors Associated with High Blood Pressure and Its Related Heart Issues
AU  - Augustine Kena Adjei
AU  - Pascal Kingsley Kataboh
AU  - Faustina Asante
AU  - Enoch Boyetey
Y1  - 2022/08/29
PY  - 2022
N1  - https://doi.org/10.11648/j.sjams.20221003.12
DO  - 10.11648/j.sjams.20221003.12
T2  - Science Journal of Applied Mathematics and Statistics
JF  - Science Journal of Applied Mathematics and Statistics
JO  - Science Journal of Applied Mathematics and Statistics
SP  - 38
EP  - 44
PB  - Science Publishing Group
SN  - 2376-9513
UR  - https://doi.org/10.11648/j.sjams.20221003.12
AB  - Hypertension (High Blood Pressure) is a major public health issue and an important research topic because of its great incidence and role as a key risk factor for cardiovascular disease and other consequences. The goal of this study is to determine the association between gender and blood pressure, as well as to determine which race suffers the most from high blood pressure among study participants. It may be concluded from the findings of this study that elderly persons have a larger risk of high blood pressure than younger people. High blood pressure is also more common in African Americans (AA) than in other races. Women are more likely than men to have high blood pressure, and smokers are more likely than nonsmokers to have high blood pressure. Physical activity aids in the burning of calories, which aids in weight loss. As a result, thick and hefty persons have a larger risk of high blood pressure than small people. Obesity and advancing age have been shown to be independent risk factors for high blood pressure. Improvements to surveillance systems are required, as is the introduction of community-based screening programs for the early detection of high blood pressure. Because there was a lack of understanding of high blood pressure among high blood pressure patients, improving health literacy to raise awareness of high blood pressure is also a pressing necessity. Weight control improved physical activity, increased fruit and vegetable consumption, and smoking ban are all essential and suggested interventions.
VL  - 10
IS  - 3
ER  -

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