This thesis aims to improve the early identification of mental healthproblems (MHPs) in children by developing a prediction model for MHPs inchildren based on readily available information from... Show moreThis thesis aims to improve the early identification of mental healthproblems (MHPs) in children by developing a prediction model for MHPs inchildren based on readily available information from electronic patient recordsfrom general practice.The prediction models for child MHPs, based on the data from the electronichealth records of general practitioners (GPs), have not yet performed wellenough to be used safely in daily practice. A number of relevant predictivecharacteristics have been identified: characteristics such as physicalcomplaints (e.g. abdominal pain or headache) and characteristics related tohigher health care use (e.g. more than two GP visits or a laboratoryexamination in the previous year) were age-independent predictors of MHPs.Awareness of (a combination of) these characteristics can help GPs to identifyMHPs at an early stage.To investigate whether merging information from preventive youth healthcare(PYH) and GPs in one algorithm can improve the identification of MHPs, wecombined information from the electronic files of PYH and GPs. However, themodels based on these combined data did not outperform the models based on GPdata alone. Several individual characteristics measured in PYH turned out to bepredictors for MHPs in general practice. Show less
The ageing of the world’s population requires new methods to prevent adverse outcomes such as delirium in older patients after surgery. Delirium is an expression of depleted reserves, which in turn... Show moreThe ageing of the world’s population requires new methods to prevent adverse outcomes such as delirium in older patients after surgery. Delirium is an expression of depleted reserves, which in turn decreases a patient’s resilience and makes a patient more frail. It may be triggered due to precipitating risk factors that shift the balance and overflow a patient’s resilience. A systematic review and meta-analysis demonstrated that delirium can be prevented by implementing multicomponent interventions. Therefore, a new multicomponent prehabilitation intervention was designed. The incidence of delirium was successfully reduced by implementing this prehabilitation program, however no effects were seen on all other short-term outcomes. On the long term, postoperative delirium increases the risk of 1-year mortality over 4 times and is associated with decreased functional outcomes after 6 and 12 months. Moreover, surgery and subsequent delirium affect the quality of life of patients and caregivers and may lead to depressive symptoms. Faster return to preoperative functioning may therefore be key to a faster return to preoperative quality of life. Future perioperative care pathways focusing on delirium prevention, optimisation and fast return to baseline functioning after surgery, should begin prior to hospital admission and end long after discharge. Show less