JP2013114664A - Nursing care layout requirement monitoring system - Google Patents
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Abstract
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本発明は、病院における「看護配置の要件監視」を実現する情報システムに関する。 The present invention relates to an information system that implements “nursing placement requirement monitoring” in a hospital.
現時点において、看護配置の要件監視の実現を直接の目的とした情報システムは存在していない。しかしながら、これを開発する上で使用した要素技術、遺伝的アルゴリズムと線形計画法については、様々な分野において利用されている。 At the present time, there is no information system directly aimed at realizing the requirement monitoring of nursing placement. However, the elemental technology, genetic algorithm and linear programming used in developing this are used in various fields.
遺伝的アルゴリズムについては、様々な分野の勤務表生成システムにおいて利用されており、本発明においても、看護配置の要件監視を行うために必要な勤務表生成のためのアルゴリズムとして採用している。 The genetic algorithm is used in work table generation systems in various fields. In the present invention, it is also adopted as an algorithm for generating a work table necessary for monitoring the requirements for nursing placement.
線形計画法についても、様々な制約条件を満たしつつ目的関数を最大化あるいは最小化する解を求める手法として、現実世界の様々な問題解決のため応用されている。本発明においては、看護配置要件を満たすための看護要員勤務条件によった補充必要人数の最適値を求めるため、採用している。 Linear programming is also applied to solve various problems in the real world as a method for finding a solution that maximizes or minimizes an objective function while satisfying various constraints. In the present invention, it is adopted in order to obtain the optimum value of the necessary number of supplements according to the working conditions of the nursing staff to satisfy the nursing placement requirements.
看護配置の要件監視とは、病院における看護要員の勤務状況につき、各種法令が定める看護配置要件に照らした過不足状況を把握することである。 Nursing placement requirement monitoring is to grasp the situation of excess and deficiency in relation to the nursing placement requirements stipulated by various laws and regulations with respect to the working status of nursing staff in hospitals.
看護配置要件を定める法令には医療法、診療報酬施設基準、労働基準法等があり、これらは患者数や病院の属性に応じた看護配置要件を、勤務時間数や在籍人数等様々な尺度から定めている。通常病院においては、毎月作成する翌月勤務表を法的要件に照らしてチェックする事で要件監視を行い、もし要件を満たせていないようなら、勤務変更や新規採用等の対応を行う。 Laws that determine nursing placement requirements include the Medical Law, Medical Remuneration Facility Standards, Labor Standards Law, etc., and these include nursing placement requirements according to the number of patients and hospital attributes from various scales such as the number of working hours and the number of employees enrolled. It has established. Normally, hospitals monitor requirements by checking the next month's work schedule prepared every month against legal requirements, and if they do not meet the requirements, they respond to work changes or new hires.
というのも病院は、看護配置が一定の水準を下回ってしまうと、実質的に病院存続が困難なレベルまで診療報酬を減額されてしまう一方で、昨今の看護師不足に伴う看護師待遇高騰により、抱え込みすぎると人件費を圧迫するというジレンマを抱えている。このため、看護配置を過不足ない状態に保つため看護配置の要件監視を行うことは、病院経営上非常に重要な活動となっている。 This is because, if the nursing arrangement falls below a certain level, the medical fee will be reduced to a level where it is virtually difficult for the hospital to survive. , If you carry too much, you have a dilemma that puts pressure on labor costs. For this reason, monitoring the requirements for nursing placement in order to keep the nursing placement in excess or deficiency is a very important activity in hospital management.
しかしながら以下の事情により、看護配置の要件監視を高精度に行うことは難しいという実際がある。 However, there is a fact that it is difficult to monitor the requirements for nursing placement with high accuracy due to the following circumstances.
まず、要件監視の根拠となる勤務表作成には多大な労力がかかるという問題がある。 First, there is a problem that a great deal of labor is required to create a work schedule that is the basis for requirements monitoring.
要件監視の目的は、看護配置の過不足状況を事前に把握し必要な対策を講じることであるから、将来数ヶ月分の勤務表をもとに将来の看護配置を把握することが望ましい。看護配置に大きな影響与える入退職等の勤務変更予定や、病床数増減や看護配置要件変更といった病棟構成変更予定は翌月以降に設定される事が普通で、さらに、仮に看護配置要件を満たせなかった場合には猶予期間があるからである。これらを含めることではじめて、高精度な要件監視が可能となる。 The purpose of requirement monitoring is to grasp the situation of excess and deficiency of nursing arrangements in advance and to take necessary measures, so it is desirable to grasp the future nursing arrangements based on the work schedule for several months in the future. Schedules for changing work such as entering and leaving, which have a major impact on nursing placement, and ward composition changes such as changing the number of beds and changing nursing placement requirements, are usually set in the following month, and even if nursing placement requirements were not met. This is because there is a grace period in some cases. Only when these are included, requirements can be monitored with high accuracy.
しかしながら現状では、要件監視目的で将来の勤務表を作成するということは行われていない。看護要員の勤務表作成には大きな労力がかかるからである。人数が多く、多彩な勤務条件(日勤専従看護師、夜勤専従看護補助者、といった資格と勤務形態の組み合わせ)がある中で、勤務パターンや相性、スキルレベル等の数多くの制約を考慮しつつ、シフトを公平かつ無理なく割り振り、可能な限り勤務希望を叶えられるよう勤務表を作成するという作業は困難を極め、一月分の勤務表作成が精一杯である。 However, at present, no future work schedule is prepared for the purpose of requirements monitoring. This is because it takes a lot of labor to create a work schedule for nursing personnel. While there are many people and various working conditions (combinations of qualifications and working styles such as full-time nurses and full-time nursing assistants), considering many restrictions such as work patterns, compatibility, skill levels, Allocating shifts fairly and effortlessly and creating a work schedule so that employees can fulfill their wishes as much as possible is extremely difficult, and the work schedule for the month is full.
次に、要件監視にかかる計算にも多大な労力がかかるという問題がある。要件監視にかかる計算とは、各種法令要件を満たしているかどうかの充足度診断にかかる計算と、要件を満たせていない場合どれだけの補充が必要かの、補充必要度診断にかかる計算である。 Next, there is a problem that a great amount of labor is required for calculation for requirement monitoring. The calculation related to the requirement monitoring is a calculation related to the satisfaction degree diagnosis whether or not various legal requirements are satisfied, and a calculation related to the replenishment necessity diagnosis that indicates how much replenishment is necessary if the requirements are not satisfied.
充足度診断にあたっては、個別法令要件の基準値と勤務表上の実際値を照らして、過不足数を算出するという作業が必要である。 In the sufficiency diagnosis, it is necessary to calculate the number of excesses and deficiencies in light of the standard values of the individual legal requirements and the actual values on the work schedule.
補充必要度診断にあたっては、充足度診断によって算出された不足あるいは超過分を補うため、どのような勤務条件の看護要員をどれだけ確保すればよいか、を算出する作業が必要である。 In the replenishment necessity diagnosis, it is necessary to calculate how much nursing staff should be secured under what working conditions in order to compensate for the shortage or excess calculated by the sufficiency diagnosis.
法令要件は多岐に渡るため、充足度診断および補充必要度診断を行うにあたってはそれなりの計算量が必要であり、看護配置は病院経営に直接影響するため、正確さが求められる。手作業あるいは表計算ソフト等で逐一計算を行っていたのではあまりに時間がかかるし、ミスが混入する恐れがある。 Since there are a wide range of legal requirements, a certain amount of calculation is required to perform the sufficiency diagnosis and the replenishment necessity diagnosis, and nursing placement directly affects hospital management, so accuracy is required. Performing calculations one by one manually or with spreadsheet software takes too much time and may cause mistakes.
特に補充必要度診断に関しては、各種要件の不足分を勤務条件によった補充人数に換算する必要があり、このための計算には専門的な知識が要され、一般的な病院スタッフの手に負えるものではない。 In particular, regarding the need for supplementation, it is necessary to convert the shortage of various requirements into the number of supplements according to the working conditions, and this calculation requires specialized knowledge and is in the hands of general hospital staff. I can't afford it.
従って病院は、全ての基準を満たせるであろう、在籍数ベースの大まかな基準を儲け、多め多めの人員確保を行う事で、看護配置要件の割り込みを回避している。これは、無用に病院人件費を圧迫する恐れがある上、昨今の看護師不足に拍車をかける恐れもあり、問題である。 Therefore, the hospital avoids interruption of nursing placement requirements by making a rough standard on the basis of the number of enrollment, which will meet all the standards, and securing a large number of staff. This is a problem because there is a risk of unnecessarily squeezing hospital labor costs and may spur the recent shortage of nurses.
本発明は、看護配置の要件監視を高精度かつ効率的に行うための、下記の機能を実現した情報システムである。
1.勤務表生成機能
2.充足度診断機能
3.補充必要度診断機能The present invention is an information system that realizes the following functions for performing nursing placement requirement monitoring with high accuracy and efficiency.
1. 1. Work schedule generation function 2. Satisfaction degree diagnosis function Replenishment necessity diagnosis function
勤務表生成機能とは、遺伝的アルゴリズムにより、要件監視の根拠となる看護要員勤務表の自動生成を行う機能である。この機能は、各種勤務表生成ルールと個別看護要員の勤務希望を踏まえた実際に利用可能な勤務表を生成を可能にしており、翌月分のみならず将来数カ月分の勤務表を生成することで、高精度な要件監視の根拠となる高精度な勤務表を得ることができる。 The work schedule generation function is a function that automatically generates a nursing staff work schedule as a basis for requirement monitoring by a genetic algorithm. This function makes it possible to generate a work table that can be used in practice based on various work schedule generation rules and the individual nurse's desire to work, and by generating a work table for the next few months as well as for the next month. It is possible to obtain a high-accuracy work schedule that is the basis for high-accuracy requirement monitoring.
充足度診断機能とは、各種法令要件の基準値と、生成した勤務表から算出した実際値を照らして、実際の看護配置の過不足状況を自動計算する機能である。判定結果は過不足の値とともに色分けで分かり易く表示され、満たせていない要件を一目で判別する事を可能にしている。 The sufficiency diagnosis function is a function that automatically calculates the excess / shortage situation of the actual nursing arrangement in light of the reference values of various legal requirements and the actual values calculated from the generated work schedule. The determination result is displayed in an easy-to-understand manner by color coding together with the excess and deficiency values, and it is possible to determine at a glance requirements that are not satisfied.
補充必要度診断機能とは、満たせていない要件を満たすための、予め指定された優先順位に従った勤務条件毎の補充必要人数と期限を、線形計画法により自動計算する機能である。結果は色分けで分かり易く表示され、勤務条件によった補充必要数と期限を一目で判別する事を可能にしている。 The replenishment necessity degree diagnosis function is a function for automatically calculating the replenishment necessary number and deadline for each working condition in accordance with a priority specified in advance in order to satisfy unsatisfied requirements by linear programming. The results are displayed in an easy-to-understand manner by color coding, making it possible to determine at a glance the required number of supplements and the due date according to working conditions.
本発明を使うと、自動生成された高精度な勤務表をもとに、看護配置の充足度と補充必要度が自動計算され、結果を即座に直観的なビューにより確認する事ができる。 By using the present invention, the sufficiency of nursing arrangement and the necessity of replenishment are automatically calculated based on the automatically generated high-accuracy work schedule, and the result can be immediately confirmed by an intuitive view.
これにより、病院においては看護配置の要件監視が高精度かつ効率的に行えるようになり、看護配置の充足度と補充必要度をきちんと把握した上で、勤務変更や新規採用等の判断を行う事ができるようになる。 As a result, nurses can monitor the requirements for nursing placement with high accuracy and efficiency, and make a decision on changing work or newly hiring after properly grasping the sufficiency of nursing placement and the need for supplementation. Will be able to.
さらにこのことは、看護配置要件遵守目的の多め多めの人員確保の必要性を緩和し、病院経営における無用な人件費増を回避するとともに、看護師という限りある貴重な医療資源の無駄のない活用を促進し、看護師不足の緩和に貢献するものと期待される。 In addition, this alleviates the need to secure a large number of personnel for compliance with nursing placement requirements, avoids unnecessary labor costs in hospital management, and makes efficient use of limited valuable medical resources as nurses. Is expected to contribute to alleviating nurse shortages.
この発明は、月次の翌月分看護要員勤務表を作成する際に利用する。翌月分勤務表と合わせて将来数ヶ月分の勤務表を合わせて作成し、それをもとに充足度と補充必要度の診断を行うという流れである。 This invention is used when preparing the nursing staff work schedule for the next month of the month. It is a flow of creating a work schedule for the next several months together with a work schedule for the next month, and diagnosing the degree of sufficiency and the degree of necessity for replenishment based on that.
まず、翌月分勤務用を作成する。これにあたっては、事前に勤務表生成ルール、看護要員の入退職や異動といった勤務変更予定、病床増減や看護配置要件変更といった病棟構成変更予定を入力しておく。その上で、翌月の看護要員の勤務希望をベースに、勤務表を自動生成する。翌月勤務表は実際に利用する事を前提にしているので、必要があれば生成された勤務表を手動で修正する。 First, the work for the next month is created. In this case, a work schedule generation rule, a work change schedule such as nursing staff entry / exit or transfer, and a ward configuration change schedule such as a change in bed or a change in nursing placement requirements are input in advance. After that, a work schedule is automatically generated based on the work demand of the nursing staff in the following month. Since it is assumed that the next month's work schedule is actually used, the generated work schedule is manually corrected if necessary.
この後、翌月以降分の勤務表を自動生成する。翌月分勤務表が出来上がってから翌月以降分勤務表を生成するのは、月をまたぐときに勤務のつながりを考慮するためであり、翌月勤務表の月末のシフトを調整すると、翌々月の勤務表に影響する可能性があるからである。なお翌月以降分勤務表については要件監視のみに使用するため、自動生成後の修正は想定しない。 After this, work schedules for the following months are automatically generated. The next month's work schedule is created after the next month's work schedule is created in order to take into account the connection of work when straddling the month. Because there is a possibility of affecting. In addition, since the work schedule for the following month is used only for requirement monitoring, correction after automatic generation is not assumed.
充足度診断については、勤務表の準備ができた時点で、病院、病床種別、病棟群、病棟、といった看護配置要件が課せられる単位での確認が可能となっている。診断結果については、問題なければ緑、注意が必要であれば黄、要件を満たせていなければ赤、という具合に過不足数が色分けで表示され、全て緑であれば問題なし、といった直観的な判別が可能である。 With regard to the sufficiency diagnosis, when the work schedule is ready, confirmation can be made in units where nursing placement requirements are imposed, such as hospital, bed type, ward group, ward. Intuitively, the diagnosis result is green if there is no problem, yellow if attention is required, red if it does not meet the requirements, etc. Discrimination is possible.
補充必要度診断については、充足度診断と同じタイミングで、勤務条件によった補充優先度の設定を行うことにより、病院、病床種別、病棟群、病棟、といった単位での確認が可能となっている。診断結果も、補充の必要があればその数が黄で表示されるといったような、直観的な判別が可能である。 With regard to replenishment necessity diagnosis, it is possible to confirm in units such as hospital, bed type, ward group, ward, etc. by setting replenishment priority according to work conditions at the same timing as fulfillment degree diagnosis Yes. The diagnosis result can also be intuitively discriminated such that the number is displayed in yellow if replenishment is necessary.
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104361444A (en) * | 2014-11-05 | 2015-02-18 | 苏永静 | Method and system for nursing shift scheduling |
| CN108717614A (en) * | 2018-05-16 | 2018-10-30 | 吉林大学 | A kind of Logistics Park function distinguishing stage layout method |
| US11151457B1 (en) | 2017-08-03 | 2021-10-19 | Castlight Health, Inc. | Predictor generation genetic algorithm |
| JP2024019151A (en) * | 2022-07-28 | 2024-02-08 | Hrソリューションズ株式会社 | Information processing device, information processing method, and computer program |
| CN120280109A (en) * | 2025-06-11 | 2025-07-08 | 四川省肿瘤医院 | Medical personnel automatic scheduling system and method based on department |
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2011
- 2011-11-29 JP JP2011273846A patent/JP2013114664A/en active Pending
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104361444A (en) * | 2014-11-05 | 2015-02-18 | 苏永静 | Method and system for nursing shift scheduling |
| US11151457B1 (en) | 2017-08-03 | 2021-10-19 | Castlight Health, Inc. | Predictor generation genetic algorithm |
| US12051007B2 (en) | 2017-08-03 | 2024-07-30 | Castlight Health, Inc. | Predictor generation genetic algorithm |
| CN108717614A (en) * | 2018-05-16 | 2018-10-30 | 吉林大学 | A kind of Logistics Park function distinguishing stage layout method |
| CN108717614B (en) * | 2018-05-16 | 2021-04-09 | 吉林大学 | Logistics park function distinguishing stage layout method |
| JP2024019151A (en) * | 2022-07-28 | 2024-02-08 | Hrソリューションズ株式会社 | Information processing device, information processing method, and computer program |
| CN120280109A (en) * | 2025-06-11 | 2025-07-08 | 四川省肿瘤医院 | Medical personnel automatic scheduling system and method based on department |
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