Data Collection Strategy Paper

Data Collection Strategy Paper

 Data Collection Strategy Paper

In medicine and science, just like in other high education professional disciplines, data collection is usually regarded as a more specialized process where the researcher develops and implements measures utilized in collecting specific data sets (Tawfik et al., 2019). The data collection strategy utilized must be accurate to ensure that the study results and analytical findings are valid. The purpose of this discussion is to demonstrate the most appropriate data collection strategy for my research proposal.

Study Purpose and Hypothesis

My research project aims at determining whether cannabidiol (CBD) can be used in treating patients with THC intoxication in the emergency room. Previous studies have proven the great effectiveness of the use of CBD in managing THC intoxication with minimal side effects (Drennan et al., 2021). As such, it is hypothesized that CBD can be used in managing THC intoxication in emergency rooms across the United States.

Study Type

The study will utilize a meta-analysis study design to promote the collection of adequate information on the use of CBD in managing THC toxicity (Drennan et al., 2021). The systemic review will focus on pieces of literature that provides quantitative and qualitative estimates for the effectiveness of CBT among patients with THC toxicity.

Study Participants

            Rather than adopting the individual participant data (IPD) meta-analyses (MA), this study will adopt the study level meta-analyses which combines the estimates from the multiple studies reviewed to generate a summary estimate of the effectiveness of CBD in managing THC intoxication (Tawfik et al., 2019). This is mainly because limited studies have been conducted on the same topic, which makes following up on single participants quite challenging due to the uncertainty of the outcome.

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Primary Outcome/Endpoint

The primary outcome measure for this project is to assess the effectiveness of CBD in reducing the negative side effects associated with THC intoxication. Other outcome measures include the ability of CBD-derived therapies to reverse anxiety-like behaviors and addictive-like behavior among these patients in addition to the minimal incidence of adverse events (Drennan et al., 2021). The impact of the intervention will be assessed across categorical variables like female and male patients, children and adults, and among patients with a history of substance use disorder and those with no history of SUD.

Data Collection Process

The process of data collection will involve the use of appropriate search terms such as “CBD-derived therapies” and “THC intoxication” to identify previous studies on research topics similar to mine. Databases such as PubMed, Cochrane Library, EMBASE, and PubMed Central (PMC) will be utilized to locate these studies (Tawfik et al., 2019). Only studies within the last five years published in English will be reviewed.

Reducing Risks of Confounding

To reduce the risks associated with confounding, it will be necessary to randomize the selection of studies that utilized different research designs to prevent selection bias (Tawfik et al., 2019). Other strategies that will be utilized include restriction, matching, and stratification during data analysis after completing the study.

 Conclusion

Selecting the most appropriate data collection strategy is crucial in clinical studies to promote valid and reliable results. For my research proposal, a meta-analysis study design seems to be the most appropriate data collection strategy to promote adequate evidence on the use of CBD-derived therapies in managing THC intoxication.

References

Drennan, M. L., Karoly, H. C., Bryan, A. D., Hutchison, K. E., & Bidwell, L. C. (2021). Acute objective and subjective intoxication effects of legal-market high potency THC-dominant versus CBD-dominant cannabis concentrates. Scientific reports, 11(1), 1-10. https://doi.org/10.1038/s41598-021-01128-2

Tawfik, G. M., Dila, K. A. S., Mohamed, M. Y. F., Tam, D. N. H., Kien, N. D., Ahmed, A. M., & Huy, N. T. (2019). A step-by-step guide for conducting a systematic review and meta-analysis with simulation data. Tropical medicine and health, 47(1), 1-9. https://doi.org/10.1186/s41182-019-0165-6

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Submit a data collection strategy for your cannabis research proposal using the guidance and concepts from the assigned textbook chapters and article.
Include the following in your submission:
A brief reminder of your study purpose and hypothesis
Study type (e.g., cross-sectional, cohort, randomized, etc.)
Study participants (if relevant to the design) and how these would be recruited, including whether there will be comparator groups (e.g., intervention versus control)
Primary outcome/endpoint (the main variable of interest) and at least two other endpoints of interest; for each, note whether the variable is categorical or continuous
A description of how you would begin collecting the data
Any important design features you think would be necessary to reduce the risk of confounding
(Word requirement: 300-500 words)