100,000 big data reveal that the Internet can't save the disease

100,000 data, analyze the registration problem

Everyone said that registration is difficult, but the specific difficulty is to the extent of who is not sure. After all, DT Jun has no hands and eyes, and can not get the registration data of so many hospitals in the country (DT Jun OS: probably no such system data) ...).

Until there was an online appointment, DT Jun felt that he could finally use the data to talk about people!

So, what data is used? DT has searched all the major registered websites, and finally selected the registration network (DT Jun Note: there is absolutely no implant...).

The registration network under the Micro-Medical Group was first selected because it is the “National Pilot Platform for Internet Hospitals”. As early as July 2014, it has already connected with the information systems of more than 900 key hospitals in 23 provinces across the country, with more than 30 million real-name registered users, and the accumulated data is relatively large. Another important reason is that the registered website structure is relatively clear, including data of multiple dimensions such as number of people, hospitals, and satisfaction, which is easy to crawl and analyze.

So DT Jun began a hard work a month ago. After a period of hard work, DT Jun obtained more than 100,000 pieces of data from 7189 hospitals registered online, and then used it for a period of time to do specific cleaning and analysis.

What everyone will see next is based on the partial analysis of the 100,000 pieces of data. Some things, not personally, you really don't know, the original registration problem in China is so complicated...

(DT Jun Note: The following chart data analysis, based on the data of the registration network from June 23 to June 29; in order to compare the rationality of the analysis, all the accumulated time data, as of the end of June at the same time The period data is processed by control variables and weighting.)

Internet registration, "buy" hospital less than 1/5

Don't look at the Internet registration is full of sincerity, but not every hospital will buy it, and not every hospital feels that it needs to use the Internet to organize patient registration.

First of all, let's take a look at the hospitals registered on the Internet. What are these hospitals doing?

From the data obtained, DT Jun identified two hospitals with different service scopes on the registered network. The following animation clearly shows the distribution of these two hospitals across the country. Blue represents hospitals that only support the “view shift” function, and white stands for hospitals that support online appointments.

Let's first come to understand the difference between the two:

That is to say, although the registered network "sit" more than 7100 hospitals, but DT Jun through data discovery, of which more than 5,000 only support the "view scheduling" function, only 1336 can be registered on the registered network.

If you look closely at the above picture, you will find that the overall distribution of the hospitals registered on the Internet is basically in line with the distribution law of China's population and economy. It is roughly divided into two areas by the “Hu Huanyong Line”: more in the east and less in the west; The triangle and the Pearl River Delta region are particularly dense.

From the point of view of supporting online registration, the most intensive is the eastern coastal province north of the Yangtze River. It is extended from the Beijing-Shanghai line along the Beijing-Shanghai line to the vicinity of Tianjin and Shandong Jiaozhou Bay, and then to Jiangsu, Zhejiang and Shanghai. The eastern coast once again took the lead in embracing the enthusiasm of the Internet. In addition, the most concentrated area in the western region is centered on Xi'an and radiates to the surrounding areas along the Guanzhong area. The two cities of Chengdu and Guangzhou, which also have advantageous hospitals, have two advanced "lights" in the southwest and south of the motherland.

DT Jun guess, for hospitals with a small amount of reservations, the hospital and patients can solve the problem offline, without the need for the Internet “third party to insert”; then for the hospitals that are already overcrowded, do you want to register online, then I have to look at the mood of the hospital. On the one hand, people do not have the obligation to cooperate with other platforms. On the other hand, many hospitals also want to develop their own mobile Internet products. This resource scheduling is really a big problem.

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