浙江省神经内科健康问诊用户价格敏感度分析数据

为更好的了解浙江省区域的用户对神经内科健康问诊的市场需求情况，我单位对相关健康问诊的需求弹性数据进行采集计算。本数据集旨在分析健康问诊服务的用户对价格变化的反应，评估价格调整对需求量的影响，以及确定最优营销方案。通过深入理解消费者的价格敏感度，医疗服务提供者可以更好地平衡成本和收益，同时满足不同用户群体的需求。同时也可以为政府或行业组织提供政策制定的数据支持。一、数据采集：采集某一时间段内的订单数据，包含用户名称、用户性别、用户年龄、订单价格、地域、服务科室等原始数据字段，并对用户名称等敏感信息进行脱敏处理。
二、算法规则：需求价格弹性（E）通常定义为需求量变动的百分比除以价格变动的百分比。但在实际操作中，由于我们没有连续的价格变动记录导致的连续需求量记录，故而使用E = \frac{% \text{ 变动 in 数量}}{% \text{ 变动 in 价格}} 计算平均弹性。
1.价格区间：根据价格基础单位及变动幅度设置合理价格区间进行分组。
2.计算每个价格区间的平均价格（平均价格=区间内总金额÷总单量）和区间内订单总量。
3.对于每个价格区间（除了第一个和最后一个），计算其与相邻区间的价格变动百分比和数量变动百分比。
4.根据上述公式得到 E 的绝对值。如E的绝对值大于1，表示弹性较大，即需求量对价格变化非常敏感。如果 E 的绝对值小于1，表示弹性较小，即需求量对价格变化不太敏感。如果E的绝对值等于1，表示单位弹性，需求量的变化与价格变化成正比。

To better understand the market demand for neurological health consultation services among users in the Zhejiang Province region, our organization collected and calculated demand elasticity data related to such health consultation services. This dataset aims to analyze users' responses to price changes for neurological health consultation services, evaluate the impact of price adjustments on service demand volume, and identify optimal marketing strategies. By gaining in-depth insights into consumers' price sensitivity, healthcare service providers can better balance costs and revenues while meeting the needs of diverse user groups. Additionally, this dataset can provide data support for policy formulation by governments or industry associations.

1. Data Collection:
Order data within a specified time period was collected, including raw data fields such as user name, user gender, user age, order price, region, and service department. Sensitive information such as user names was desensitized.

2. Algorithm Rules:
The price elasticity of demand (E) is typically defined as the percentage change in quantity demanded divided by the percentage change in price. However, in practical operations, we do not have continuous demand records corresponding to continuous price change records, so the average elasticity is calculated using the formula: $E = frac{\% ext{ Change in Quantity}}{\% ext{ Change in Price}}$
1. Price Interval Grouping: Reasonable price intervals are established for grouping based on the basic price unit and price change range.
2. Calculate the average price for each price interval (average price = total transaction amount within the interval ÷ total number of orders) and the total number of orders in the interval.
3. For each price interval except the first and last ones, calculate the percentage change in price and percentage change in quantity between the current interval and its adjacent intervals.
4. Obtain the absolute value of E using the aforementioned formula. If the absolute value of E is greater than 1, it indicates high elasticity, meaning that service demand volume is highly sensitive to price changes. If the absolute value of E is less than 1, it indicates low elasticity, meaning that service demand volume is not very sensitive to price changes. If the absolute value of E equals 1, it indicates unit elasticity, where the change in demand volume is proportional to the change in price.

搜集汇总

背景与挑战

背景概述

该数据集聚焦于浙江省神经内科健康问诊服务，通过分析用户订单数据来计算需求价格弹性，评估用户对价格变动的敏感程度。数据集包含1722条记录，每日更新，涵盖用户年龄、性别、服务类型、价格区间和需求弹性系数等关键字段，旨在帮助医疗服务提供者理解市场需求、优化定价策略并支持政策制定。其特点在于采用价格区间分组方法计算弹性，将敏感度分类为'较不敏感'等，直接服务于营销决策和行业分析。