用多元线性回归方法预测药品采购预算:以恩德省卫生厅为例

Marianus Angelo Dasi Muda, A. Affandi, Y. Suprapto
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引用次数: 1

摘要

在为恩德省紧急保健办公室规划和编制药品采购预算时,使用的模式是药品消费模式和流行病学模式,得到现有预算的支持,并以药品需求计划为基础。本研究的重点是在24个急诊公共卫生中心的药物实际使用的基础上预测药物预算。使用多元线性回归方法会产生重大影响,因为还有其他变量也会影响预算。24公共卫生中心分为3类即为公共卫生中心城市范畴,相关结果R, R广场和调整广场是0.941,0.886和0.871,疯狂是2560360,MSE是10157921086788,日军是5.73%,公共卫生中心以外的城市和山区范畴,相关结果R, R广场和调整R平方值是0.793,0.630和0.582,疯狂是5756562,MSE是54447250606455,MAPE为6.84%,与城市外和沿海地区公共卫生中心分类,相关R、R平方和调整R平方值分别为0.873、0.762和0.731,MAD为5315655,MSE为61576610175327,MAPE为9.16%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Forecasting Medicine Purchase Budget using Multiple Linear Regression Method: Case Study - For Ende Regency Health Office
: In planning and budgeting for medicine purchases for the Ende regency health office, the pattern used is the pattern of medicine consumption and epidemiological patterns, which are supported by the existing budget and based on the medicine needs plan. This research focuses on forecasting the medicine budget based on the real use of medicines in 24 Ende regency public health centers. The use of multiple linear regression methods has a significant impact because there are other variables that also influence the budget. The 24 public health centers are divided into 3 categories namely for public health center city category, the results of the correlation R, R square and Adjusted R Square are 0.941, 0.886 and 0.871, MAD is 2560360, MSE is 10157921086788, MAPE is 5.73%, public health center outside the city and mountainous regions category, the results of the correlation R, R square and Adjusted R Square values are 0.793, 0.630 and 0.582, MAD is 5756562, MSE is 54447250606455, MAPE is 6.84% and public health center outside the city and coastal areas categories, the results of the correlation R, R square and Adjusted R Square values are 0.873, 0.762 and 0.731, MAD is 5315655, MSE is 61576610175327, MAPE is 9.16%.
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