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1 Apr

Evaluation of risk factors


SOLUTION AT Australian Expert Writers

Identification and Evaluation of risk factors associated with Opioid Use Disorder (OUD)
Executive Summary:
Opioids are natural or synthetic drugs on administration binds with opioid receptors on nerve cells in the body and reduce pain. Intake of these drugs provides positive augmentation that makes people take opioids in more quantity results in opioid use disorder which is a chronic condition. There are several factors associated with the rapid intake of opioid drugs. The addiction rate is varied according to different parameters related to the risk. For instance, various categorical people differentiated by demographical factors like age, gender, race, preexisting health conditions, psychiatric history, family history and socioeconomic factors.
For this, I will collect the dataset and synthesize it, perform statistical methods like regression analysis or clustering analysis to identify the risk level of opioid use disorder for chosen attributes. This is accomplished by using the R-statistical tool or python program. The visualization of the data is performed to summarize the data by plotting graphs and creating dashboards.
Conclusion: My proposed study provides the assessment of factors associated with the root cause of opioid use disorder (OUD). In general, to predict the addiction rate of opioid overdoses in different sets of people.
Software Tools:
R statistical analysis
Tableau – visualization tool
Paper Outline:
Consists of background, present context, and purpose of the study.
Framework or Background of the study
Includes etiology, drugs, treatment options, Associated factors of the disease.
Risks and Benefits
Advantages and disadvantages on administrating overdoses of opioid drugs.
Materials and Methods
Contains information about sources collected and description of study procedure.
Data collection and Data analysis
Includes description of visualization techniques, statistical and logical analysis of data.
Findings of the study.
Description of insights obtained from the study.
Summary of the study.
Sources used for the study.
1st progress report (Feb 22nd) : Collection and preprocessing of data and creation of libraries.
2nd progress report (Mar 8th) : Statistical analysis using R program.
3rd progress report (Mar 22nd) : Creating graphs, dashboards for the analyzed data by using visualization tools.
4th progress report (Mar 29th) : Reverification and building up results from conclusion.
Zhao, S., Chen, F., Feng, A., Han, W., & Zhang, Y. (2019). Risk Factors and Prevention Strategies for Postoperative Opioid Abuse. Pain research & management, 2019, 7490801. https://doi.org/10.1155/2019/7490801.
van Draanen, J., Tsang, C., Mitra, S., Karamouzian, M., & Richardson, L. (2020). Socioeconomic marginalization and opioid-related overdose: A systematic review. Drug and alcohol dependence, 214, 108127. https://doi.org/10.1016/j.drugalcdep.2020.108127.
Dydyk AM, Jain NK, Gupta M. Opioid Use Disorder. [Updated 2020 Nov 20]. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2020 Jan-. Available from: https://www.ncbi.nlm.nih.gov/books/NBK553166/
Dataset: https://www.kaggle.com/apryor6/us-opiate-prescriptions.

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