Verified Document

SPSS Data Analysis American Heart Term Paper

is closely corresponding to the approximation of df, where df=k-1. Thus, with the computed analysis, it is clear that one sample population does show a significant difference the other two. It can be assumed that Cycling is significantly different in terms of how many calories it burns compared to the other two sample groups. It is significantly lower in terms of how many calories it burns within the context in comparison to the other sampled activities of swimming and tennis. Swimming and Tennis are much closer, with less of a significant difference between them, showing much more correlation in regards to the amount of calories burned within the workout regime setting. Based on the analysis, however, it is clear hat Tennis burns the most calories out of the two listed activities with less of a significant difference. . Question 3

Quality of Inpatient Treatment

In thus data set, forty patients represent the sample set to be used to determine the correlation between the number of visitations and perceived quality of the care based on the opinion of the patient. The patients were divided into visitor categories, in which 1=frequent, 2=occasional, and 3=rare. Then, treatment was valued between the scale of 1=good, 2=fair, and 3=poor. A Chi-square Test was then performed on the data set to determine if there was a significant difference between the number of visits and the perceived quality of care within the given set of surveyed patients.

Data Set

Chi-Square Test Results

Test Statistics

visitors treatment

Chi-Square

.050a

.650a

df

2

2

Asymp. Sig.

.975

.723

a. 0 cells (.0%) have expected frequencies less than 5. The minimum expected cell frequency is 13.3.

visitors

Observed N

Expected N

Residual

frequent

13

13.3

-.3

occasional

13

13.3

-.3

rare

14

13.3

.7

Total

40

treatment

Observed N

Expected N

Residual

good

11

13.3

-2.3

fair

14

13.3

.7

poor

15

13.3

1.7

Total

40

The sample size for frequent patients and medium frequency patients was thirteen variables. The sample size for patients who rarely needed care within the hospital setting was set at fourteen variables. Each was analyzed in comparison to each other utilizing the principle equations within the Chi-Square Test. It is clear here that the null hypothesis was true in this case. Through the analysis, it was observed that there were significant differences between all three groups. With this analysis, it was clear that the higher duration spent in care signified a pre-determined rating of its healthcare quality. Sample a, the patients who were frequently being cared for by hospital staff showed a mean perceived care rating of 1.38. Sample B, patients who needed occasional care had a different mean of a 2.08 perceived care rating. Those who rarely entered the hospital setting showed a mean perceived rating as 2.86. Thus, the findings of the analysis shows that those patients who are need of care more often are less satisfied with the type of care they receive. This may be on the increased demands of these patients or the frustration of the frequency of visits. Whatever the base cause, it is clear that frequent patients are the most unsatisfied in terms of their perceived care. Patients who occasionally needed care had an improved perception of the hospital care setting, however, this rating was still set at fair. It was only Sample C, or the patients who rarely needed hospital care who were the most satisfied with the type of care they were receiving. Although not fully satisfied, this was the closest population of a satisfied care rating. This may be based on the notion that they are not used to typical care standards based on their low frequency of visits, and so do not know what negative elements to look for within their care setting. With this analysis, the hospital can now look to improve the care strategies used for more frequent or long-term patients, as this is the population who is the most dissatisfied, as well as the population most encountered within the day-to-day hospital setting.

Cite this Document:
Copy Bibliography Citation

Related Documents

Heart Disease in the United States Week 7 Lab Assignment
Words: 3108 Length: 10 Document Type: Lab Report

Table of Contents Introduction 3 Background 3 Hypothesis 7 Methods 8 Results 9 Table 1 Western Governor Township Race by Family History of Heart Disease 10 Table 3 Analysis of Variance Difference in Household Income by Race 11 Conclusion 12 References 14 List of Tables Table 1 Western Governor Township Race by Family History of Heart Disease 4 Table 2 Household Income and History of Disease 4 Table 3 Analysis of Variance Difference in Household Income by Race 5 Introduction Heart disease has been an

Chinese-American Women and Their Experiences
Words: 12463 Length: 45 Document Type: Term Paper

Figure 1. Demographic composition of the United States (2003 estimate). Source: Based on tabular data in World Factbook, 2007 (no separate listing is maintained for Hispanics). From a strictly percentage perspective, it would seem that Asian-Americans do not represent much of a threat at all to mainstream American society, but these mere numbers do not tell the whole story of course. For one thing, Asian-Americans are one of the most diverse and

Health Sciences
Words: 4995 Length: 18 Document Type: Term Paper

meticulous construction of the data analysis, statistical tabulation, and interpretation is provided in the following pages. SPSS was used to manage and calculate the researcher-designed data. Researcher-Designed Questions Questions numbered 1-11 were administered as a part of the SF-36 mental inventory. As stated earlier, these questions provide a standard assessment means to assess clinical outcome and mental health. However, they are inadequate to assist in assessing quality of life in patients undergoing

Eating Habits and Developing High
Words: 6237 Length: 22 Document Type: Term Paper

D. Research questions. This study will be guided by the following three research questions: 1. Can high cholesterol levels be genetically related? 2. Can high cholesterol levels be anatomically induced? 3. Do high cholesterol levels always result from poor eating choices? E. Assumptions and Limitations. For the purposes of this study, it will be assumed that a chi-square analysis represents a superior methodology for the investigation of the above-stated general hypothesis. F. Definition of terms. 1.

Consultant Pharmacists Impact on the Treatment of Hypercholesterolemia...
Words: 32313 Length: 116 Document Type: Thesis

Consultant Pharmacists Impact on the Treatment of Hypercholesterolemia What is Cholesterol, and Why is it of Concern? Guidelines for Treating Hypercholesterolemia Management of Hypercholesterolemia Management of Hypercholesterolemia By Different Health Care Workers. Practical Management of Hypercholesterolemia Community Pharmacists and the Management of Hypercholesterolemia Economic Impact of Pharmacists' Treatment of Hypercholesterolemia This paper will look at the impact of consultant pharmacists on the treatment of hypercholesterolemia by physicians. Pharmacists have now assumed responsibilities outside the dispensing counter and have

Promising Phenomenon That Lends Itself
Words: 26560 Length: 96 Document Type: Dissertation

66). Furthermore, social software will only increase in importance in helping organizations maintain and manage their domains of knowledge and information. When networks are enabled and flourish, their value to all users and to the organization increases as well. That increase in value is typically nonlinear, where some additions yield more than proportionate values to the organization (McCluskey and Korobow, 2009). Some of the key characteristics of social software applications

Sign Up for Unlimited Study Help

Our semester plans gives you unlimited, unrestricted access to our entire library of resources —writing tools, guides, example essays, tutorials, class notes, and more.

Get Started Now