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Data driven coordinated nursing scheduling method for home-based care for the aged

A data-driven, scheduling method technology, applied in data processing applications, genetic laws, instruments, etc., can solve problems such as the inability to respond to the rapid increase in the aging population, achieve balanced utilization, and solve the effect of a large base

Inactive Publication Date: 2018-11-06
EAST CHINA NORMAL UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At present, most of the institutions related to elderly care work (such as relevant government departments, etc.) operate in a "people-centered" management mode, which cannot respond to the rapidly increasing needs of the current aging population

Method used

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  • Data driven coordinated nursing scheduling method for home-based care for the aged
  • Data driven coordinated nursing scheduling method for home-based care for the aged
  • Data driven coordinated nursing scheduling method for home-based care for the aged

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Embodiment Construction

[0033] The present invention adopts the embedded community to construct the whole nursing process. Considering the differentiated needs of the elderly at home, a multidisciplinary collaborative assessment of nursing needs combined qualitatively and quantitatively is first carried out. Conduct multi-dimensional qualitative and quantitative data collection for the elderly at home, and use grounded theory to conduct qualitative behavior and needs analysis; after collecting enough information on the elderly, add machine learning algorithms to mine rules and features to assist in the evaluation process conduct. According to the assessment, the elderly are divided into two categories: home care and community care. For the elderly who can live independently, home care is encouraged. On the one hand, it can alleviate the pressure of elderly care in medical care institutions, and on the other hand, it can enable the elderly to maintain independence and maintain contact with family and...

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Abstract

The invention discloses a data driven coordinated nursing scheduling method for home-based care for the aged. Requirements of the aged are evaluated via a qualitative and quantitative combined evaluation method, and a community embedded type home-based care servicer for the aged is provided according to an evaluation result. The aged who can take care of themselves to certain extent provided withthe care service at home and helped in independent life. An algorithm is designed to schedule different types of nursing resources effectively, the proper and effective service is provided for the aged, and the nursing resources are scheduled reasonably. The problems that the aged who are cared in the home-based manner are large in number and positioned in a scattered way, nursing schemes of nursing staff are generated automatically via the computer algorithm, the nursing staff are scheduled reasonably and effectively, timely and accurate nursing services are provided for the aged, and the nursing resources are utilized in a balanced way.

Description

technical field [0001] The invention relates to the technical field of collaborative care for the elderly at home, and relates to a data-driven collaborative care scheduling method for the elderly at home. Background technique [0002] With the increasing of the aging problem, the pension issue has become an important livelihood issue of global concern. "Home-based care for the elderly" is a concept of care for the elderly encouraged and advocated by the World Health Organization (WHO) and governments of various countries. Different from the concept of centralized elderly care in a broad sense, the concept of home care for the elderly encourages the active aging process (Active Aging) of the elderly in a growth environment, and maintains the independent living ability and self-care ability of the elderly as much as possible. [0003] However, the current research on the concept of "home care for the elderly" mostly stays at the theoretical and policy stage, and faces many c...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06G06Q50/22G06N3/12
CPCG06N3/126G06Q10/06312G06Q50/22
Inventor 孙玉灵周杰贺樑
Owner EAST CHINA NORMAL UNIV
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