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A Regression Analysis on the Impact of Smoking Level of Exercise and Weight on Medical Cost

A Regression Analysis on the Impact of Smoking Level of Exercise and Weight on Medical Cost

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DEDICATION

This research material, titled “A Regression Analysis on the Impact of Smoking Level of Exercise and Weight on Medical Cost” is dedicated to God for His boundless grace and guidance. It is also a tribute to all computer enthusiasts whose contributions made my research journey smoother and enriched my documentation process, making the experience truly fulfilling.




ACKNOWLEDGEMENT

I am profoundly grateful to everyone who contributed to the successful completion of this project. I am especially grateful to my Supervisor (Name), the Head of Department (Name), and the Lecturers in the Department of Statistics for their invaluable guidance and support. I also acknowledge the contributions of authors and scholars whose works on A Regression Analysis on the Impact of Smoking Level of Exercise and Weight on Medical Cost provided essential insights. Special thanks go to my study area (and any funding organizations, if applicable) for their financial assistance. I am equally thankful to stakeholders, including mentors, teachers, and colleagues, for their encouragement and support. Finally, I deeply appreciate my family and friends for their patience and unwavering support throughout this journey. Your contributions have been instrumental in making this research a reality.




A Regression Analysis on the Impact of Smoking Level of Exercise and Weight on Medical Cost


1.0 Introduction

1.1 Background of the study

The increase in the number of people who are ill in the various health establishments has risen geometrically overtime. Most of these illnesses may be as a result of unhealthy lifestyles and habits. Amongst this various unhealthy lifestyles and habits are smoking, lacks of exercise, weight, poor dietary just to mention but a few. In Nigeria specifically, a lot has been said about smoking and lack of exercise. Smokers as they say are liable to die young, though a lot of publicity has gone out to this regard, most smokers have rather not taken heed to this meaning but have rather seen it as a normal jingle without really pondering over it them to make changes in their life styles and bad habits.

Lack of exercise “as deadly as smoking” is now causing as many deaths as smoking in Nigeria and across the world.This has also contributed to the unprecedented rise in illness across Nigeria.

Strong evidence shows that lack of exercise which leads to physical inactivity increases the risk of many major adverse health conditions including:

Death (from any cause), coronary heart disease, high blood pressure, stroke, metabolic syndrome (including obesity and abnormal blood cholesterol levels), breast and colon cancer, depression etc.

It estimated that overall, physical inactivity which is caused by lack of exercise caused more than 5.3 million of the 57 million deaths that occurred worldwide in 2008 which Nigeria is not excluded. The researchers suggest this is equivalent to the 5 million deaths attributed to smoking in 2000 (Kingsley 2012: 42).

It is generally believed that a regular exercise helps to:

  1. Reduce the risk of falling ill controls your weight
  2. Improve your mental health and mood
  3. Improve your ability to do daily activities
  4. Increase your chances of liing longer etc.

There may also be a relationship between the weight of a person and the propensity to fall ill. This study helps to explore those unique relationship between the various parameters mentioned earlier in this study.


1.2 Aim and Objectives of the Study

The aim of the study is to analyze the Impact of Smoking Level of Exercise and Weight on Medical Cost. In achieving this aim, the following specific objectives were laid out as follows:

  1. To know if there is a relationship between smokers and their weight.
  2. To study the impact of smoking and lack of exercise on health conditions of patients.
  3. To know the nature of relationship between smoking, weight, level of exercise on the medical cost of patients.
  4. To study the relationship between weight and health care cost of patients.

1.3 Significance of the Study

The importance of this study seeks to unveil the impact of smoking, level of exercise, and weight on medical cost of patients in Nigeria. With the view of advising the generality of Nigeria based on the statistical discoveries made from the study.

This study also seeks to study the relationship between weight of patients on medical cost of patients, smokers and their medical cost and level of exercise of patients and their corresponding medical cost. All these would assist in advising smokers and people who don’t exercise based on the findings from the study.


1.4 Scope of the Study

The scope of this study is centered on the impact of smoking, less exercising on the weight and health care cost of patients using the federal medical center Owerri Imo state as a case study.


1.5 Limitations of the Study

During the course of this study, there were some problems encountered which stood as limitations to the research work. Some of the limitations include:

  1. Time Constraint:

    The time frame given to accomplish this project was very short due to school academic calendar and it was carried out under pressure which made the researcher not to implement some necessary features.

  2. inancial Constraint:

    Insufficient fund tends to impede the efficiency of the researcher in sourcing for the relevant materials, literature or information and in the process of data collection (internet, questionnaire and interview).

  3. Initial Cooperation Delay from Respondents:

    A particular limitation of this work came as a result of the respondent refusal to offer their cooperation at the initial time they were contacted. This contributed in making the success of this research study difficult.


1.6 Research Questions

The study came up with research questions so as to be able to ascertain the above stated objectives. The specific research questions for the study are stated below as follows:

  • Is smoking dangerous to health?
  • Is there a relationship between smoking and poor health condition?
  • Is there a relationship between lack of exercise and poor health condition?
  • Do you think that smoking, lack of regular exercise affect the weight and health condition adversely?
  • What are the possible ways of making smokers quit smoking?

1.7 Research Hypotheses

In order to pursue the objective of this study, the following generalized statements have been designed to guide and aids in obtaining the result for the experiment to be conducted. For this work, the null hypothesis will be represented with H0 while the alternative hypothesis will be represented with hypothesis H1.

Hypothesis 1

  • H0: There is no relationship between smoking and medical cost of patients.
  • H1: There is a relationship between smoking and medical cost of patients.

Hypothesis 2

  • H0: There is no relationship between lack of regular exercise andmedical cost of patients.
  • H1: There is a relationship between lack of regular exercise and medical cost of patients.

Hypothesis 3

  • H0: There is no relationship between smoking, lack of regular exercise and medical cost of patients
  • H1: There is a relationship between smoking, lack of regular exercise and medical cost of patients

1.8 Definition of Terms

Smoking:

The activity or habit of smoking cigarettes.

Exercise:

A physical or mental activity that you do to stay healthy or become stronger. It can equally be a set of movements or activities that you do to stay healthy

Weight:

How heavy somebody or something is which can be measured in kilograms or pounds.

Medical:

It is connected with illness and injury and their treatment.


CHAPTER TWO

2.0 Literature Review

2.1 Introduction

This chapter focuses on the review of related literature. A literature review includes the current knowledge as well as theoretical and methodological contributions to a particular topic. It documents the state of the art with respect to the topic you are writing. It surveys the literature in the topic selected. In this research work the literature review includes the conceputal review, theoretical framework, the review of related literature …

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Defense Procedure for Statistics Researchers


In preparation for defending a project or seminar on A Regression Analysis on the Impact of Smoking Level of Exercise and Weight on Medical Cost, it is imperative that as a nursing student, you demonstrate comprehensive knowledge of your research. The defense process is structured to include presenting your work, answering questions, and illustrating its pertinence. Initially, provide a succinct yet thorough introduction to your research topic, emphasizing its importance and the objectives, ensuring that both the audience and the External Examiner can understand the scope of your study.


Prior to your defense, be thoroughly acquainted with your research abstract and the critical elements of Chapter One, including motivation for embarking on this research, problem statement, objectives, and significance. In Chapter Two, be ready to cite at least two references from the literature review. For Chapter Three, you should be equipped to discuss the methodologies, tools, and techniques utilized. In Chapter Four, defend your research by justifying the findings and linking them to your research objectives.


Conclude your defense by succinctly summarizing the study and offering insightful, evidence-based recommendations. A professional dress code, such as wearing a suit and tie, is vital to create a favorable impression and elevate your presentation.


During the question and answer segment, the External Examiner may pose questions pertaining to your research. If confronted with a challenging or irrelevant question, respond diplomatically with, “Sorry, Sir/Madam, the question asked is beyond the scope of my study.” Whenever possible, direct your answers back to your research findings to reinforce your expertise.


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