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Table of Content

• Statistical Analysis
  • Introduction
  • Analysis of the overall paper
  • Analysis of Question 1
  • Analysis of Question 2
  • Analysis of Question 3
  • Conclusion

Statistical Analysis

Introduction

Each and every individual is facing problems regarding the blood pressure related issues. Multiple factors are there on which value of blood pressure is depended. In this paper different factors influencing blood pressure rate can be observed.  Blood pressure of human being is mainly measured by the flow of blood through the vessels. Different issues are there which cause high blood pressure like stress, hypertension, overweight and smoking etc. People can be harmed by both high and low blood pressure. High blood pressure sometime leads stroke in human health by destroying the blood vessels. On the other hand blood can be clotted in brain due to high blood pressure. Low blood pressure is also effective for the human health; people also could be harmed by different deadly diseases due to low blood pressure. In the case of low blood pressure different deadly symptoms like nausea and dizziness can be found in human health. Dr. Jone has analyzed multiple factors for understanding the blood pressure rate of the human beings. Different demographic factors have been considered for the analysis purpose. Statistical analysis has been made for getting right kind of view over this topic. Research report over this topic has been made on the basis of this statistical outcome.

Analysis of the Overall Paper

Different segments have been taken under consideration for analyzing the overall matter. Various statistical techniques like regression, ANOVA and Cross Tabulation has been done on the basis of obtained data. Three questions have been raised to justify the overall outcome of the research process. These three questions have been analyzed through the demographic variables.

Analysis of Question 1

The first question was raised regarding the body glucose level of human beings. Over 150 members have been selected for the respective survey process. Body glucose level is an essential parameter to justify the health condition of the individual. The paper is mainly focusing the importance of BGL in human body and its difference in the presence on the basis of gender diversification.  Different factors have been considered at the time of checking the blood glucose level. These elements are blood pressure, smoking rate of blood sugar rate etc. These types of data have been obtained for getting right kind of over view over this matter. After having analysis it could be said that Men have higher BGL compared to the women. In the first case descriptive statistics have been done for the overall respondents. Through the descriptive statistics understanding of the variables can be done. Different variables have been chosen for the research process.

In this case smoking rate, blood pressure rate has been chosen for getting an overview about the matter. Descriptive statistics help to understand the mean, median and standard deviation etc. These data help to understand the factors affective the overall survey results. Mean value is the essential element by which reliability and validity of the data set. Median is the largest value of the data set which is used for the analysis purpose. After having the overall data set it has been obtained that all the information is reliable and effective in nature. Then the aspects of the systolic blood pressure has contractually influenced the factors that can lead the overall ailing capabilities which the overall research is about to conduct. Therefore, the significant decision has controlled the fact that the overall perception of the research will influence the adjusted r square value according to the statistical measurement. The overall inception ascertained from the overall research has significantly adhered the factors, which will reflect the consequence of determining the overall impact of controlling the significant decision of the different analysis. From the analysis, the coefficient of the respective measurements has generated that the overall feasibility is weakly distributed as it has accustomed the factors that can lead the overall determination for operating the justified section of maintaining the blood sugar level.

In the initial case total 161 data has been gathered for understanding the value of high and low blood pressure in human health. SPSS analysis has been done for getting an idea over this matter. After having the SPSS output; it has been obtained that values are reliable and ethical. On the basis of this parameter it could be said that samples are valid for doing the overall research process. Samples have been collected on the basis of gender.

Research process showcases that among 161 samples 92 people are male and left portions are female. This data has been collected for analyzing the blood sugar level of the people. Blood sugar level needs to be checked in an appropriate manner.

After having the analysis report and chart it has been found that male participants are getting more trouble due to the blood sugar level related issues. Regression analysis is one of the essential parts of the analysis process.

Regression analysis is mainly done by segmenting the variable dependent and independent. On the basis of R square value it can be said that blood sugar level is highly related to the gender of an individual. Pearson coefficient also showcases the inter relationship between the gender and blood sugar level. T-test value is .762 which indicates that all the variables lie on the same mean value. ANOVA value demonstrates the degrees of freedom among the variables.

Analysis of Question 2

Second question of the research is totally focused on the relationship between the gender and blood pressure. Gender and blood pressure is highly related with each other. It has been observed through analysis that gender diversification diversified the blood pressure rate. Total 161 numbers of data has been gathered for analyzing the overall matter.

Blood pressure rate and gender highly correlates with each other. After having the overall analysis it has been found that most of the male candidates don’t record their blood pressure. On the other hand female candidates also don’t save their data. Through the descriptive statistics different values also have been obtained in this research process. These values help to understand the overall analysis of the paper. Through this discussion importance of blood pressure measurement could be observed. The paper is mainly showcasing the gender diversification and relationship with the blood pressure. Regression analysis helps to measure the reliability and validity of the data set. Through the regression analysis correlation coefficient of the data set can be observed. Data set analysis showcases the inter dependency among the variables. By the help of this analysis coefficient denotes the inter dependency among the variables. It is also quite evident from the research that has considered the factors, which will definitely control the operating in order to justify the significance regarding the perception of ascertaining the every possibility in order to control the justification of the research. Therefore the significance has provided the impact that can generate the overall conduction of the research in an effective way.

Analysis of Question 3

It is quite evident when the respondents have been arranged for the conduction of the research they are differentiated into several types of determinants that has been accustomed in this section. From these perspectives the participants are differentiated according to the data that are related according to their respective gender, age, educational level with the habits of smoking as well as different blood glucose and pressure levels. Thus, in this portion, the overall data are analyzed in the SPSS and Dr. Jones has come to the standpoint that will reveal the research question, which adhere history of smoking, circumference of the waist, as well as blood glucose level that can predict the systolic blood pressures.

From the analysis it has been accustomed that 161 respondents have given the reflection about the research questions that have been asked to them. Thus from this particular research it has been ascertained that the respondents have reflected their reviews which entailed the factors of different blood pressure levels as well as blood glucose level.

It is from the output of the SPSS result it has been observed that when the respondents have been asked regarding the fact of about the history of smoking, then out of 161 respondents only 47 of them has reflected the aspects of knowing about the fact concerning the history of smoking.

Thus it can be said that only two third of the respondents are not aware of the history of smoking. Therefore, it can be easily said that the perception of blood glucose level will rise due to the impact of high smoking ability.

As per the consequences, it can be also said the respective respondents that are present while conducting the research avoid the impact of the smoking. Thus from the instance it can be said that the perception of controlling the smoking has determined the impact of different level of blood sugar as well as pressures.

From the mere regression, analysis regarding the circumstances has determined the impact of considering the input of different variables that depicts the instance, which will significantly generate the overall complexion of the research. Thus from the operation it can be highly ascertained that the mean between the blood pressure level as well as the blood sugar level of the respective respondents. Thus, it has been controlled according to the variable, which has mean value with the number of frequency that accumulates to 161. The mean of blood sugar level has been ascertained at 6.19. This has been varied the instance with the reflection of standard deviation of 17.259 relating to the blood pressure level as well as blood sugar level for the company. In this regards the intervention has reflected the perception, which induce the factors that can be assessed according to the fact of controlling the operation of the overall research. As per the survey, the significance regarding the waist that has been significantly controlled the factors, which will surely induce the perception for controlling the mean at 93.75 and the standard deviation of 14.102.

1 means = <100 waist circumference,   2 means = >100 waist circumference,

Another perception reflected from the overall survey when the respondents have been asked regarding the fact of the circumference of the waist, then 20% of the respondents have reflected that the they are significant with the size more than 100 cm. Moreover, from the respective influence, it can be segmented as per the feasibility that 40% has an increased waist circumference those measures up to 108. The perspectives have generated the significance with normal consideration that reflects 20% under 95 cm. In addition, another 20% is for the respective respondents that have more that 115 cm.

It is also quite evident from the overall research, when the respondents have been asked regarding the fact that can be ascertained through the impact of different assumptions that control the blood pressure level. Then the aspects of the systolic blood pressure has contractually influenced the factors that can lead the overall ailing capabilities which the overall research is about to conduct. Therefore, the significant decision has controlled the fact that the overall perception of the research will influence the adjusted r square value according to the statistical measurement. Thus, it can be said from the research that the evidence ascertained from the different descriptive measurement has efficiently targeted the variance, which depicts that the influence of the relationship with the blood pressure level as well as blood sugar level has extremely judge with very weak relationship. This will be considered as the impact in controlling the various aspects of generating the perception of research among the respondents that are facilitated by the overall research. Thus from the significant measurement it can be assimilated from the understanding that the instance has generated the purpose of controlling the perspectives of sugar and well as glucose level of the respondents.

The overall inception ascertained from the overall research has significantly adhered the factors, which will reflect the consequence of determining the overall impact of controlling the significant decision of the different analysis. From the analysis, the coefficient of the respective measurements has generated that the overall feasibility is weakly distributed as it has accustomed the factors that can lead the overall determination for operating the justified section of maintaining the blood sugar level. Thus according to the influence the regular perception has controlled the factors that can only lead the research in controlling the measurement of the every ridiculous habits performed by the inhabitants of the country. Thus from this operation it can be said that the distinguishable aspects generated from the understanding of the 161 respondents have eagerly assisted the research in conducting the analysis with the given respondents. In this regards the overall discussion has followed that the variance regarding the stipulated time frame accumulating the justified control of the respective blood pressure control has significantly control the operation that can need the justified research in operating the situation of controlling the disease.

Conclusion

Thus from the respective operation the analysis has prevailed the perception that has been generated from the three segments that can conduct the research. The assessment from the overall conduction of the research has entailed the perception that reflects that the significant decision will surely enhance the criteria that has been analyzed according to the fact of the first question. Thus, Blood sugar level needs to be checked in an appropriate manner. After having the analysis report and chart, it has been found that male participants are getting more trouble due to the blood sugar level related issues. So it is not directly dependant and it has to be controlled according to the factors that can stop diseases among the respondents. From the second instance, it can be said that the question of controlling as well as maintaining the reflection of gender as well as BP is also abducted from the perception that can operate the overall preference to adjust the significance of controlling the perspectives. Thus from the overall concept the relationship controlled according to the justification of the third importance has reflected the portions that will definitely induce the consideration of controlling the aspects in order to justify the operation of securing the consequence of the sugar level in accordance with the smoking perspectives. Therefore, it can be easily said that the perception of blood glucose level will rise due to the impact of high smoking ability. As per the consequences, it can be also said the respective respondents that are present while conducting the research avoid the impact of the smoking.

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