基于国产分析平台 logom 的药物循环模型

Umarov S.Z., Golubenko R.A., Khorunzhaya A.A.
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引用次数: 0

摘要

在市场不稳定和竞争激烈的情况下,要想提高制药企业的经济效益,药品流通主体就必须采用现代化的方法来组织其活动。在这种情况下,管理部门在药品流通过程中必须解决的一个重要问题就是医药活动业务流程中的原始信息质量问题。源信息并非用于分析目的,通常是需要通过特殊方法进行初步处理(包括取样、提纯和转化)的原材料。文章讨论了实际应用 Loginom 分析平台功能的优势,该平台实现了上述原材料预处理方法,并允许解决药物流通特征建模任务。基于低代码架构概念,该架构提供复杂数据分析场景的可视化设计,无需 IT 专家参与,并由业务用户实现编程任务。在组织对会计系统的请求时,基于商业机密的考虑,决定限制 12 个月的时间段和品种组,只包括抗生素。在研究过程中,在 Loginom 环境中开发了一个数据处理方案,表示分析数据时需要执行的一系列操作。处理脚本是开发人员为解决特定问题而配置的数据处理节点的组合。研究期间开发的药品流通模型方案由五个节点组成,包括两个初始数据节点 "收货数据 "和 "消费数据",以及节点 "数据组合"、"排序 "和 "分组"。所开发的药物流通模型可替代基于常用 Excel 电子表格处理器的建模方法,后者的功能受限于处理的数据量、对大量数据的处理效率低、难以自动执行操作序列以及不便重复使用处理脚本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
MODEL OF DRUG CIRCULATION BASED ON THE DOMESTIC ANALYTICAL PLATFORM LOGINOM
Striving to improve the economic efficiency of pharmaceutical business in an unstable market situation and high competition requires the subjects of drug circulation to implement modern approaches to the organization of their activities. In these conditions, an important problem that the management has to solve in the process of circulation of medicines is the problem of quality of source information accompanying the business processes of pharmaceutical activities. The source information is not intended for the purposes of analysis, is presented, as a rule, rather raw material that requires preliminary processing by special methods, including their sampling, purification and transformation. The article discusses the advantages of practical application of the capabilities of Loginom analytical platform, which implements the above mentioned methods of pre-processing of raw material and allows solving the tasks of modeling the characteristics of drug circulation. Based on the concept of low-code architecture that provides visual design of complex data analysis scenarios, without involving IT-specialists and realize programming tasks by the business user. The object of the research was the current data obtained from the accounting system of material assets of a wholesale pharmaceutical organization. When organizing a request to the accounting system, based on the considerations of commercial confidentiality, it was decided to limit the 12-month time period and the assortment group, including only antibiotics. During the research, a data processing scenario was developed in the Loginom environment, representing the sequence of actions that need to be carried out to analyze the data. A processing script is a combination of data processing nodes configured by the developer to solve a specific problem. Each script node performs a separate operation on specific data. The drug circulation model scenario developed during the study, consisting of five nodes, includes two nodes with initial data “Receipt Data” and “Consumption Data”, as well as nodes “Data Combination”, “Sorting” and “Grouping”. The developed drug circulation model is an alternative to modeling based on the popular Excel spreadsheet processor, the capabilities of which are limited by the volume of processed data, low productivity on large volumes, the difficulty of automating the execution of sequences of actions, and the inconvenience of reusing processing scripts.
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