가미태음조위탕을 복용한 과체중, 비만인에서 초기 평균 체중 감량 예측

• 영문명: Prediction of Initial Average Weight Loss in Overweight and Obese People Taking Gamitaeeumjowi-tang
• 발행기관: 대한미병의학회
• 저자명: 김은주(Eunjoo Kim) 임영우(Young-Woo Lim) 박영배(Young-Bae Park) 강지훈(Jihoon Kang) 김서영(Seo-Young Kim)
• 간행물 정보: 『대한미병의학회지』제3권 제1호, 13~22쪽, 전체 10쪽
• 주제분류: 의약학 > 한의학
• 파일형태: PDF
• 발행일자: 2022.03.30

영문 초록

Objectives The purpose of this study is to predict the initial average weight loss in overweight and obese adults taking Gamitaeeumjowi-tang. Methods A retrospective analysis was performed on 25,988 overweight and obese people taking Gamitaeeumjowi-tang from January, 2017 to May, 2019. Exploratory data analysis (EDA) was performed using age, gender, weight, BMI (body mass index), Lf/Hf of heart rate variability (HRV), and patient health questionnaire-9 (PHQ-9). After categorizing using significant variables, multiple regression analysis was conducted with the average weight loss corresponding to the combinations of categories as the dependent variable. Results Through EDA, age, gender, initial weight, and initial BMI were identified as significant variables for the initial weight loss. As a result of multiple regression analysis after categorizing the significant variables, the R2 was 0.820 and the Adj. R2 was 0.798. Conclusions In this study, multiple regression analysis was performed using the combination of categorized age, sex, initial weight, and initial BMI. As a result, the initial average weight loss could be predicted with high explanatory power.

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Conflict of Interest

References

키워드

Obesity Weight loss Regression analysis