四川省内科健康问诊用户价格敏感度分析数据

为更好的了解四川省区域的用户对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 internal medicine health consultation among users in the Sichuan Province region, our organization collected and calculated demand elasticity data related to health consultation services. This dataset aims to analyze users' responses to price changes for health consultation services, evaluate the impact of price adjustments on demand volume, and identify optimal marketing strategies. By gaining an in-depth understanding of consumers' price sensitivity, medical service providers can better balance costs and revenues while meeting the needs of different user groups. Additionally, this dataset can provide data support for policy formulation by governments or industry organizations.

1. Data Collection: Order data within a specific time period was collected, including original data fields such as user name, user gender, user age, order price, region, service department, etc. Sensitive information such as user names has been anonymized.

2. Algorithmic 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, since we do not have continuous price change records and thus no corresponding continuous demand records, we use the formula $E = frac{\% ext{ Change in Quantity}}{\% ext{ Change in Price}}$ to calculate the average elasticity.

1. Price Interval: Divide the data into reasonable price intervals based on the basic price unit and the range of price changes.
2. Calculate the average price (average price = total amount in the interval ÷ total number of orders) and the total number of orders within each price interval.
3. For each price interval except the first and last ones, calculate the percentage change in price and the percentage change in quantity between it and its adjacent intervals.
4. Obtain the absolute value of E using the formula mentioned above. If the absolute value of E is greater than 1, the demand is highly elastic, meaning the quantity demanded is very sensitive to price changes. If the absolute value of E is less than 1, the demand is inelastic, meaning the quantity demanded is not very sensitive to price changes. If the absolute value of E equals 1, the demand is unit elastic, meaning the change in quantity demanded is proportional to the change in price.

搜集汇总

数据集介绍

特点

该数据集提供了四川省内科健康问诊用户的价格敏感度分析数据，旨在帮助医疗服务提供者理解消费者的价格敏感度，优化营销策略，并为政策制定提供数据支持。