Enhancing care services quality of nursing homes using data mining

Bor-Wen Cheng; Chun-Lang Chang; I-Sheng Liu

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Enhancing care services quality of nursing homes using data mining

机译：利用数据挖掘提高疗养院的护理服务质量

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As Taiwanese population structure is aging, the need for long-term care is evolving and nursing homes equipped with professional care services are especially in demand, making the quality of their care services an important national agenda.

机译：随着台湾人口结构的老龄化，对长期护理的需求在不断发展，配备专业护理服务的疗养院的需求尤其旺盛，这使得其护理服务的质量成为重要的国家议程。

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《Quality Control and Applied Statistics》 |2006年第4期|共3页
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Bor-Wen Cheng; Chun-Lang Chang; I-Sheng Liu;
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1. Enhancing care services quality of nursing homes using data mining [J] . Bor-Wen Cheng, Chun-Lang Chang, I-Sheng Liu Quality Control and Applied Statistics . 2006,第4期

机译：利用数据挖掘提高疗养院的护理服务质量
2. A.Martin1,N.Boyle2,J.Cooke3,S.P.Kennelly4,R.Martin5,M.Mulroy6,M.O’Connor7,S.O'Keeffe8,D.O’Neill4OnbehalfoftheIrishSocietyofPhysiciansinGeriatricMedicine.1.BeaumontHospital,Dublin.2.St.Vincent’sUniversityHospital,Dublin.3.UniversityHospitalWaterford.4.TallaghtUniversityHospital,Dublin.5.ConnollyHospital,Dublin.6.OurLadyofLourdesHospital,Drogheda.7.CorkUniversityHospital.8.GalwayUniversityHospital.AbstractResidents in nursing home care have borne a disproprtionate morbidity and mortality in the COVID-19 pandemic in comparison to the general population. Although the high rate of infection, morbidity and mortality in older people living in nursing homes may be attributable to increased levels of frailty and comorbidity in residents, the physical infrastructure and governance structures within nursing homes is also likely to be highly significant. The authors present, on behalf of Irish Society of Physicians in Geriatric Medicine, a position paper on changes that should be implemented to enhance the safety and quality of care for nursing home residents in Ireland. IntroductionResidentsinnursinghomesrepresentagroupwithhighlevelsofdisabilityandco-morbiditywhichrenderthemparticularlyvulnerabletoexternalandinternalstressors1,asexemplifiedbythehighdeathrateinIrishnursinghomesduringtheCOVID-19pandemic.Atthelastcensusin2016were22,762peopleover65yearsofage(3.7%)listedasresidentinnursinghomesinIreland2.Althoughthiswasadecreaseintheproportionoftheolderpopulationinresidentialcarefrom2011itreflectsanactualincreaseof9.4%inpeoplelivinginnursinghomesinthiscountry.Asoursocietyagesitwillbeincreasinglyimportanttoprovidehighqualitycareforthisvulnerablegroup.TheIrishSocietyofPhysiciansinGeriatricMedicine(ISPGM)haspromotedthedevelopmentofimprovedstandardsofcareinresidentialcareforseveraldecadesandwasthefirstIrishprofessionalgrouptoformulateimprovedstandardsofcarein2001,publishedintheIrishMedicalJournal3. [J] . Irish medical journal. . 2020,第9期

机译：A.Martin1，N.Boyle2，J.Cooke3，SPKennelly4，R.Martin5，M.Mulroy6，M.O'Connor7，S.O'Keeffe8，D.O'Neill4OnbehalfoftheIrishSocietyofPhysiciansinGeriatricMedicine.1.BeaumontHospital，Dublin.2.St .Vincent'sUniversityHospital，Dublin.3.UniversityHospitalWaterford.4.TallaghtUniversityHospital，Dublin.5.ConnollyHospital，Dublin.6.OurLadyofLourdesHospital，在家庭护理Drogheda.7.CorkUniversityHospital.8.GalwayUniversityHospital.AbstractResidents已经结出一个disproprtionate发病率和死亡率在COVID-19大流行相比于普通人群。虽然感染，发病率和死亡率在生活在养老院的老年人率高可能是由于增加了居民的脆弱性和合并症的水平，养老院内的物理基础设施和治理结构，也可能是非常显著。作者提出，对应该实施，加强安全和医疗质量养老院在爱尔兰的变化代表在老年医学，意见书医生的爱尔兰社会。 IntroductionResidentsinnursinghomesrepresentagroupwithhighlevelsofdisabilityandco-morbiditywhichrenderthemparticularlyvulnerabletoexternalandinternalstressors1，asexemplifiedbythehighdeathrateinIrishnursinghomesduringtheCOVID-19pandemic.Atthelastcensusin2016were22,762peopleover65yearsofage（3.7％）listedasresidentinnursinghomesinIreland2.Althoughthiswasadecreaseintheproportionoftheolderpopulationinresidentialcarefrom2011itreflectsanactualincreaseof9.4％inpeoplelivinginnursinghomesinthiscountry.Asoursocietyagesitwillbeincreasinglyimportanttoprovidehighqualitycareforthisvulnerablegroup.TheIrishSocietyofPhysiciansinGeriatricMedicine（ISPGM）haspromotedthedevelopmentofimprovedstandardsofcareinresidentialcareforseveraldecadesandwasthefirstIrishprofessionalgrouptoformulateimprovedstandardsofcarein2001，publishedintheIrishMedicalJournal3。
3. Quality of care in Icelandic nursing homes measured with Minimum Data Set quality indicators: Retrospective analysis of nursing home data over 7 years [J] . HjaltadóttirI., EkwallA.K., NybergP., International journal of nursing studies . 2012,第11期

机译：用最低数据集质量指标衡量冰岛疗养院的护理质量：7年间疗养院数据的回顾性分析
4. Factors Influencing Smart Aged Care Services Acceptance of Elderly in Nursing Homes: A Perspective of Perceived Quality [C] . Chuhui Liao, Juan Chen Annual International Conference on Social Science and Contemporary Humanity Development . 2019

机译：影响智能老年护理服务的因素接受老年人在护理家庭中的验收：一种感知质量的视角
5. Data mining to identify quality of care factors associated with liability claims and risk management strategies in Florida nursing homes. [D] . Fortune, Ernande. 2009

机译：数据挖掘可确定佛罗里达州养老院中与责任索赔和风险管理策略相关的护理因素的质量。
6. Medicare Advantage Enrollees More Likely To Enter Lower-Quality Nursing Homes Compared To Fee-For-Service Enrollees [O] . David J. Meyers, Vincent Mor, Momotazur Rahman -1

机译：与按服务付费的参保人相比Medicare优势参保人更可能进入低质量的疗养院
7. Quality work in nursing and care service : a study on the implementation of the regulations for the internal social and health services, the regulations of quality in nursing and care services and the national strategy for quality improvement in social and health services [O] . Heggdal Hanne-Marie 2010

机译：护理服务质量工作：研究内部社会和卫生服务法规，护理质量服务法规以及国家改善社会和卫生服务质量的战略

Enhancing care services quality of nursing homes using data mining

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