Objective: Analysis on influencing factors and predictive efficacy of pressure perception in patients with blood purification therapy. Methods: A total of 120 patients with blood purification admitted to our hospital from June 2022 to June 2024 were selected as the research objects. The Chinese version of Perceived Stress Scale(CPSS) was used to evaluate the current situation of their pressure perception. According to the median, they were divided into high pressure group(n=57) and low pressure group(n=63). The general data of the two groups were compared. Binary Logistic regression was used to analyze the risk factors of high pressure in patients with blood purification, and receiver operating characteristic(ROC) curve was used to analyze the variables to predict the efficacy of high pressure in patients with blood purification. Results: The average CPSS score of the patients was 30.33±6.48, including 35.72±3.88 in the high pressure group and 25.46±4.04 in the low pressure group. The difference between the two groups was statistically significant(P<0.05). The differences between the two groups were statistically significant(P<0.05) in female, proportion with ≥1 type of chronic diseases, proportion with low education(≤junior middle school), proportion without family caregivers and dialysis time. There was no significant difference in age, body mass index(BMI), family history of kidney disease, smoking history, drinking history, combined diabetes, hypertension, coronary heart disease, working status, marital status, residential status, type of medical insurance and family monthly income between the two groups(P>0.05).Female, with≥1 type of chronic diseases, low education(≤junior middle school), without family caregivers, and long dialysis time were risk factors for high perceived stress in patients with blood purification(P<0.05). The area under the curve(AUC) value of the combined prediction was 0.862, which was better than the AUC value of female, with ≥1 type chronic diseases, education(≤junior middle school), family caregivers, dialysis time. At the same time, the sensitivity and specificity of the combined prediction were 89.47% and 73.02%, respectively. Conclusion: Blood purification patients generally face high levels of stress perception, among which female, with≥1 type of chronic diseases, low education(≤junior middle school), without family caregivers, and long dialysis time are risk factors. The combination of female, with chronic diseases, education, family caregiver, and dialysis time is the most effective in predicting patients' perception of high stress, with high sensitivity and specificity. Effective measures should be taken to reduce patients' stress and improve their quality of life based on the above-mentioned high-risk factors. |
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