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Integrated information for integrated care in the general practice setting in Italy: using social network analysis to go beyond the diagnosis of frailty in the elderly

机译:意大利一般练习环境中综合护理综合护理信息:利用社会网络分析超出老年人体力的诊断

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Background Frailty has been defined in different ways and several diagnostic tools exist, but most of them are not applicable in routine primary care. Nonetheless, general practitioners (GPs) have a natural advantage in identifying frailty, due to their continued access to patients, patient-centered approach and training. GPs have also an advantage in conducting population-based evaluation as consequence of their role of gatekeepers of the health care system. This paper aims to identify those socio-demographic and clinical profiles and the relative information sources that, from the GPs’ perspective, act as frailty markers, not solely as a diagnosis of state but as the ability to identify a patient’s trajectory, over time, through the aging process. Methods This study was performed as a survey within a population aged 75 and over, attending 148 GPs in Italy. A total of 23,996 patients were classified by GPs in distinct frailty status, without the use of a specific evaluation tool, but only referring to general indications. Co-morbidity was objectively assessed by a record-linkage with previous hospitalizations, in order to assess the occurrence of previous illnesses that could be associated with the likelihood of being identified as frails or at risk. The methodological approach is based on social network analysis (SNA), suited to explore relational aspects of complex phenomena. Results Our findings reveal that GPs are able to perform low cost population-based evaluation, by exploiting the advantages of their approach to patients, combined with the information derived from their daily practice and from other sources currently available. Conclusion We believe that informative integration among different sources of available data can provide a comprehensive picture of the health state of patients in a shorter time and at lower cost. The identification of limited patient trajectories based on these observations can enable the development of critical biomarkers/diagnostics and prognostic indicators that will enhance patient care and potentially reduce inappropriate healthcare use. We also believe that network analysis is an extremely flexible research tool and a rich theoretical paradigm, and it may be used in the healthcare planning.
机译:背景技术以不同的方式定义了脆弱,存在几种诊断工具,但大多数人不适用于常规初级保健。尽管如此,由于他们继续获得患者,患者为中心的方法和培训,普通从业者(GPS)在识别脆弱方面具有自然的优势。由于他们的医疗保健系统的守门人的作用,GPS也具有基于人口的评估。本文旨在识别这些社会人口统计和临床概况以及从GPS的角度来看,作为脆弱标记的相对信息来源,而不是作为国家的诊断,而是识别患者轨迹的能力随着时间的推移,通过老化过程。方法本研究作为75岁及以上人口的调查进行,参加意大利148名GPS。总共23,996名患者通过GPS归类于不同的脆弱状态,而不使用特定的评估工具,但仅提及一般指示。通过与先前住院治疗的记录联系客观地评估了共同的发病率,以评估可能与被识别为虚弱或风险的可能性相关的疾病的发生。方法论方法是基于社会网络分析(SNA),适合探索复杂现象的关系方面。结果我们的调查结果表明,GPS能够通过利用其对患者的方法的优势来执行基于成本的群体的评估,结合目前可用的日常练习和其他来源的信息。结论我们认为,不同信息来源之间的信息融合可以在较短的时间内提供患者健康状况的全面图像。基于这些观察结果的有限患者轨迹的鉴定可以使临界生物标志物/诊断和预后指标的发展能够提高患者护理,并且可能减少不适当的医疗保健使用。我们还认为网络分析是一种极其灵活的研究工具和丰富的理论范式,可用于医疗保健规划。

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