Demonstrate a substantial reduction in patient

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Reference no: EM133959163

Ouestion 1
1. Pre-intervention weights are:
225, 196, 190, 229, 292, 188, 188, 201, 179, 191
Post-intervention weights are:
218, 190, 188, 225, 288, 178, 190, 190, 172, 186
Mean
Pre-Intervention: 207.9 lbs
Post-Intervention: 202.5 lbs Median
Pre-Intervention: 193.5 lbs
Post-Intervention: 190 lbs Mode
Pre-Intervention: 188 lbs
Post-Intervention: 190 lbs Range
Pre-Intervention: 113 lbs
Post-Intervention: 116 lbs

Ouestion 2
The descriptive statistics demonstrate a substantial reduction in patient weight after implementing the exercise intervention. The median represents the middle point of the dataset, and its reduction shows that at least half of the participants experienced some degree of weight loss (Mukherji et al., 2022). The mode shifted upwards, suggesting slight clustering around these values. However, mode is inadequately informative in small samples. The ranges for pre- and post-intervention weights are fairly similar, reflecting that variability in weight remained high within the patient population. It is expected in a group of adult patients with obesity and type 2 diabetes, whose baseline weights tend to span a wide spectrum. Nevertheless, range alone is sensitive to extreme values and does not reflect how most patients responded to the intervention. Despite the significant range, the consistent decrease in the mean and median weights supports that the program produced beneficial changes. Get AI-free online assignment help from experienced academic experts.

Ouestion 3
A notable observation arises from patient #5, whose weight decreased slightly from 292 lbs to 288 lbs. Still, the individual remains a significant outlier compared to the rest of the group. This element disproportionately influences overall variability, elevating the mean and the range (Mukherji et al., 2022). In addition to group-level trends, such outliers highlight the significance of evaluating individual responses. Although patient #5 lost weight, the magnitude of change di^ers significantly from other participants. Possible factors could be due to di^erences in adherence, functional status, comorbidities, or metabolic challenges. Recognizing such variation helps the DNP-prepared nurse consider whether tailored interventions or additional support may be necessary for patients with severe obesity.

These findings support recommending continuation of the exercise program. Stakeholders should know that improvements were observable within an 8 to 10 week period. Mukherji et al. (2022) assert that continued implementation may yield substantial long-term benefits. Particularly, glycemic control, cardiovascular risk reduction, and overall weight management are critical. It may be valuable to integrate individualized strategies for patients with extreme values, such as personalized coaching, nutritional counseling, or modified exercise plans. Ongoing data collection and periodic evaluation using descriptive statistics will allow the clinic to monitor trends and adjust the program as needed.

Reference no: EM133959163

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