Running Head: Statistical Research Assignment Harvard Case Solution & Analysis

Running Head: Statistical Research Assignment Case Study Analysis

This shows that the regression model that has been generated is fit. However, in order to analyze that the dependency is significant the ANOVA table of output needs to be interpreted. The f test vale of 114.851 has a significant value of 0%, which is below the level of significance of 5% hence it could be said that the overall regression model is fit and significant. Lastly, if we analyze the correlation table then looking at the coefficients and the respective p values for each of the independent variables it could be seen that not having a good physical health and not having a good mental health tends to have the significant effect on the number of the healthy days of the US adults, whereas other variables show insignificant impact. The coefficients table could be seen in the appendix attached to this report.

Discussion

The discussion of the results has been broken down into several parts as shown below.

Implications

Looking at the results it could be said that all the alternative hypothesis of this study is accepted and the null hypothesis is rejected. The findings of this study have a broad range of implications for the future governmental policies and the health care related costs in United States. Although the risk of different diseases and specially the chronic diseases is increased as a result of aging however, the root causes of these chronic diseases begin in the early stages of the individual’s life. Healthy screenings and the practicing of the healthy behaviors in the early stages of the individual’s life can help to reduce the risk associated with the chronic diseases at an old age.

This study has the implications for the health related bodies working in United States. The health related bodies such as the US department of Health and Human services need to formulate a strategic framework in order to improve the health outcomes associated with the people having multiple chronic conditions. As more Americans reach the age of 65 years and above, the findings of this study show that the public health professionals will have to address many key areas among the older adults which would include health literacy, emergency preparedness and binge drinking.

Limitations

The limitations associated with this study are that this study covered just the US population. A more in-depth analysis could have been performed if the world population had been considered. Another limitation of this study is that the data had been extracted for some of the US states and not for all of the US states. The overall results might remain the same but they could change slightly if all the US states or the states of all the major countries of the world are taken into account to determine the impact of the range of the variables on health. Lastly, there could be also other factors affecting the health of old adults such as natural disasters etc.

Future Research

This research opens up the grounds for the future research which could base upon this study. Other factors could be incorporated in the analysis in order to determine the impact upon the health of the aging US population. The future research could be based upon the primary data collection techniques which would bring many new meaningful insights to the current findings of this paper. The future researches conducted in the aging-health area need to cover the demographics of the world so that a better picture could be generated. As this research has wide implications for the policies and the health related institutions of any country therefore, future researches should focus on the design policies for overcoming the range of the health related issues among the aging populations of the world.

Conclusion

Overall, it could be concluded that aging has a negative impact upon the health of the older adults in United States. However, there are many other factors that impact upon the health of the aged population in US. Therefore, practical strategies should be established and a strategic framework should be formulated to protect the aging population and their health concerns. Governmental policy formulation process also needs to play an active part in this area as this impact ultimately over the economic growth of the country also.

The needs of the adults should be considered properly in planning and it should be based on the detailed analysis of the service requirements, medical conditions, health status and the state data about the demographics of the US population. Preventive measures should be promoted in the health related institutions so that all the older adults could be prevented from all kinds of the impacting factors that could be disastrous for their health.

The government of the country also needs to play a role in promoting health literacy and reducing the limited health literacy. All the individuals should be given health education from their early life stages so that they can plan their lives accordingly and take all the right decisions related to their health issues which arise at the time of their old age. Lastly, the federal policy initiatives could help the older adults and the young population of US to overcome a broad range of health issues that are accompanies with their aging...................

 

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